From 3e98c5e43961aede8f287ce72ab57b07468e036b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 4 Apr 2023 20:40:10 +0300 Subject: [PATCH 001/257] Add gt jobs creation and deletion endpoint --- cvat/apps/engine/models.py | 24 +++++ cvat/apps/engine/serializers.py | 161 +++++++++++++++++++---------- cvat/apps/engine/views.py | 31 +++++- cvat/schema.yml | 119 +++++++++++++++++++++ tests/python/rest_api/test_jobs.py | 41 +++++++- 5 files changed, 315 insertions(+), 61 deletions(-) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 64d13643cc49..189d12edadcd 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -154,6 +154,28 @@ def choices(cls): def __str__(self): return self.value +class JobType(str, Enum): + NORMAL = 'normal' + GROUND_TRUTH = 'ground_truth' + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + def __str__(self): + return self.value + +class JobFrameSelectionMethod(str, Enum): + RANDOM_UNIFORM = 'random_uniform' + MANUAL = 'manual' + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + def __str__(self): + return self.value + class AbstractArrayField(models.TextField): separator = "," converter = lambda x: x @@ -476,6 +498,8 @@ class Job(models.Model): default=StageChoice.ANNOTATION) state = models.CharField(max_length=32, choices=StateChoice.choices(), default=StateChoice.NEW) + type = models.CharField(max_length=32, choices=JobType.choices(), + default=JobType.NORMAL) def get_dirname(self): return os.path.join(settings.JOBS_ROOT, str(self.id)) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index ab189ccb00c4..550ff6c986b8 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -27,6 +27,70 @@ from cvat.apps.engine.view_utils import build_field_filter_params, get_list_view_name, reverse + +class WriteOnceMixin: + """ + Adds support for write once fields to serializers. + + To use it, specify a list of fields as `write_once_fields` on the + serializer's Meta: + ``` + class Meta: + model = SomeModel + fields = '__all__' + write_once_fields = ('collection', ) + ``` + + Now the fields in `write_once_fields` can be set during POST (create), + but cannot be changed afterwards via PUT or PATCH (update). + Inspired by http://stackoverflow.com/a/37487134/627411. + """ + + def get_extra_kwargs(self): + extra_kwargs = super().get_extra_kwargs() + + # We're only interested in PATCH/PUT. + if 'update' in getattr(self.context.get('view'), 'action', ''): + extra_kwargs = self._set_write_once_fields(extra_kwargs) + + return extra_kwargs + + def get_fields(self): + fields = super().get_fields() + + extra_kwargs = self.get_extra_kwargs() + + for field_name, field_extra_kwargs in extra_kwargs.items(): + field = fields.get(field_name) + read_only = field_extra_kwargs.get('read_only') + if read_only: + setattr(field, 'read_only', read_only) + + return fields + + def _set_write_once_fields(self, extra_kwargs): + """ + Set all fields in `Meta.write_once_fields` to read_only. + """ + + write_once_fields = getattr(self.Meta, 'write_once_fields', None) + if not write_once_fields: + return extra_kwargs + + if not isinstance(write_once_fields, (list, tuple)): + raise TypeError( + 'The `write_once_fields` option must be a list or tuple. ' + 'Got {}.'.format(type(write_once_fields).__name__) + ) + + for field_name in write_once_fields: + kwargs = extra_kwargs.get(field_name, {}) + kwargs['read_only'] = True + extra_kwargs[field_name] = kwargs + + return extra_kwargs + + @extend_schema_field(serializers.URLField) class HyperlinkedEndpointSerializer(serializers.Serializer): key_field = 'pk' @@ -494,14 +558,53 @@ class Meta: 'updated_date', 'issues', 'labels') read_only_fields = fields -class JobWriteSerializer(serializers.ModelSerializer): + +class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): assignee = serializers.IntegerField(allow_null=True, required=False) + type = serializers.ChoiceField(choices=models.JobType.choices()) + task_id = serializers.IntegerField() + frame_selection_method = serializers.ChoiceField( + choices=models.JobFrameSelectionMethod.choices(), required=False) + + # Random selection fields + count = serializers.IntegerField(min_value=0, required=False, + help_text=textwrap.dedent("""\ + The number of frames included in the job. + Applicable only to the random frame selection + """)) + + # Manual selection fields + frames = serializers.ListField(child=serializers.IntegerField(min_value=0), + required=False, help_text=textwrap.dedent("""\ + The list of frame ids. Applicable only to the manual frame selection + """)) + + class Meta: + model = models.Job + write_once_fields = ('type', 'task_id', 'frame_selection_method', 'count', 'frames') + fields = ('assignee', 'stage', 'state', ) + write_once_fields + def to_representation(self, instance): - # FIXME: deal with resquest/response separation serializer = JobReadSerializer(instance, context=self.context) return serializer.data + @transaction.atomic + def create(self, validated_data): + task_id = validated_data.pop('task_id') + task = models.Task.objects.get(pk=task_id) + + if not task.data: + raise serializers.ValidationError( + "This task has no data yet. Please set up the task data and try again" + ) + size = task.data.size + + segment = models.Segment.objects.create(start_frame=0, stop_frame=size, task=task) + + validated_data['segment'] = segment + return super().create(validated_data) + def update(self, instance, validated_data): state = validated_data.get('state') stage = validated_data.get('stage') @@ -525,11 +628,6 @@ def update(self, instance, validated_data): return instance - - class Meta: - model = models.Job - fields = ('assignee', 'stage', 'state') - class SimpleJobSerializer(serializers.ModelSerializer): assignee = BasicUserSerializer(allow_null=True) @@ -595,55 +693,6 @@ class RqStatusSerializer(serializers.Serializer): message = serializers.CharField(allow_blank=True, default="") progress = serializers.FloatField(max_value=100, default=0) -class WriteOnceMixin: - """ - Adds support for write once fields to serializers. - - To use it, specify a list of fields as `write_once_fields` on the - serializer's Meta: - ``` - class Meta: - model = SomeModel - fields = '__all__' - write_once_fields = ('collection', ) - ``` - - Now the fields in `write_once_fields` can be set during POST (create), - but cannot be changed afterwards via PUT or PATCH (update). - Inspired by http://stackoverflow.com/a/37487134/627411. - """ - - def get_extra_kwargs(self): - extra_kwargs = super().get_extra_kwargs() - - # We're only interested in PATCH/PUT. - if 'update' in getattr(self.context.get('view'), 'action', ''): - extra_kwargs = self._set_write_once_fields(extra_kwargs) - - return extra_kwargs - - def _set_write_once_fields(self, extra_kwargs): - """ - Set all fields in `Meta.write_once_fields` to read_only. - """ - - write_once_fields = getattr(self.Meta, 'write_once_fields', None) - if not write_once_fields: - return extra_kwargs - - if not isinstance(write_once_fields, (list, tuple)): - raise TypeError( - 'The `write_once_fields` option must be a list or tuple. ' - 'Got {}.'.format(type(write_once_fields).__name__) - ) - - for field_name in write_once_fields: - kwargs = extra_kwargs.get(field_name, {}) - kwargs['read_only'] = True - extra_kwargs[field_name] = kwargs - - return extra_kwargs - class JobFiles(serializers.ListField): """ diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 38a57880f02e..b2ead87477ee 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -6,6 +6,7 @@ import io import os import os.path as osp +import textwrap import pytz import traceback from datetime import datetime @@ -47,7 +48,7 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.media_extractors import get_mime from cvat.apps.engine.models import ( - Job, Label, Task, Project, Issue, Data, + Job, JobType, Label, Task, Project, Issue, Data, Comment, StorageMethodChoice, StorageChoice, CloudProviderChoice, Location ) @@ -1271,6 +1272,12 @@ def preview(self, request, pk): @extend_schema(tags=['jobs']) @extend_schema_view( + create=extend_schema( + summary='Method creates a new job in the task', + request=JobWriteSerializer, + responses={ + '201': JobReadSerializer, # check JobWriteSerializer.to_representation + }), retrieve=extend_schema( summary='Method returns details of a job', responses={ @@ -1286,10 +1293,20 @@ def preview(self, request, pk): request=JobWriteSerializer(partial=True), responses={ '200': JobReadSerializer, # check JobWriteSerializer.to_representation - }) + }), + destroy=extend_schema( + summary='Method deletes a job and its related annotations', + description=textwrap.dedent("""\ + Please note, that not every job can be removed. Currently, + it is only available for Ground Truth jobs. + """), + responses={ + '204': OpenApiResponse(description='The job has been deleted'), + }), ) -class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, - mixins.RetrieveModelMixin, PartialUpdateModelMixin, UploadMixin, AnnotationMixin +class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.CreateModelMixin, + mixins.RetrieveModelMixin, PartialUpdateModelMixin, mixins.DestroyModelMixin, + UploadMixin, AnnotationMixin ): queryset = Job.objects.select_related('segment__task__data').prefetch_related( 'segment__task__label_set', 'segment__task__project__label_set', @@ -1329,6 +1346,12 @@ def get_serializer_class(self): else: return JobWriteSerializer + def perform_destroy(self, instance): + if instance.type != JobType.GROUND_TRUTH: + raise ValidationError("Only ground truth jobs can be removed") + + return super().perform_destroy(instance) + # UploadMixin method def get_upload_dir(self): task = self._object.segment.task diff --git a/cvat/schema.yml b/cvat/schema.yml index 50de2027d7bc..69a4245314e6 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1845,6 +1845,45 @@ paths: schema: $ref: '#/components/schemas/PaginatedJobReadList' description: '' + post: + operationId: jobs_create + summary: Method creates a new job in the task + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - jobs + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/JobWriteRequest' + required: true + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '201': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/JobRead' + description: '' /api/jobs/{id}: get: operationId: jobs_retrieve @@ -1929,6 +1968,44 @@ paths: schema: $ref: '#/components/schemas/JobRead' description: '' + delete: + operationId: jobs_destroy + description: | + Please note, that not every job can be removed. Currently, + it is only available for Ground Truth jobs. + summary: Method deletes a job and its related annotations + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: path + name: id + schema: + type: integer + description: A unique integer value identifying this job. + required: true + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - jobs + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '204': + description: The job has been deleted /api/jobs/{id}/annotations/: get: operationId: jobs_retrieve_annotations @@ -7269,6 +7346,11 @@ components: - name - related_files - width + FrameSelectionMethodEnum: + enum: + - random_uniform + - manual + type: string InputTypeEnum: enum: - checkbox @@ -7485,6 +7567,43 @@ components: - validation - completed type: string + JobWriteRequest: + type: object + properties: + assignee: + type: integer + nullable: true + stage: + $ref: '#/components/schemas/JobStage' + state: + $ref: '#/components/schemas/OperationStatus' + type: + $ref: '#/components/schemas/JobWriteTypeEnum' + task_id: + type: integer + frame_selection_method: + $ref: '#/components/schemas/FrameSelectionMethodEnum' + count: + type: integer + minimum: 0 + description: | + The number of frames included in the job. + Applicable only to the random frame selection. + frames: + type: array + items: + type: integer + minimum: 0 + description: | + The list of frame ids. Applicable only to the manual frame selection. + required: + - task_id + - type + JobWriteTypeEnum: + enum: + - normal + - ground_truth + type: string JobsSummary: type: object properties: diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 2b3a7f54b53d..098050ee7af9 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -9,9 +9,10 @@ from copy import deepcopy from http import HTTPStatus from io import BytesIO -from typing import List +from typing import Any, Dict, List import pytest +from cvat_sdk import models from cvat_sdk.api_client.api_client import ApiClient, Endpoint from cvat_sdk.core.helpers import get_paginated_collection from deepdiff import DeepDiff @@ -52,6 +53,44 @@ def filter_jobs(jobs, tasks, org): return jobs, kwargs +@pytest.mark.usefixtures("restore_db_per_function") +class TestPostJobs: + def _test_create_job_ok(self, user: str, data: Dict[str, Any], **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.jobs_api.create(models.JobWriteRequest(**data), **kwargs) + assert response.status == HTTPStatus.OK + assert ( + DeepDiff( + data, + json.loads(response.data), + exclude_paths="root['updated_date']", + ignore_order=True, + ) + == {} + ) + + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + def test_can_create_gt_job_with_manual_frames(self, admin_user, tasks, task_mode): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > job_frame_count + ) + task_id = task["id"] + + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frames": list(range(job_frame_count)), + } + self._test_create_job_ok(user, job_spec) + + @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobs: def _test_get_job_200(self, user, jid, data, **kwargs): From 0d5c7f2935b1deae9653a65bcb24aed1cac8e5bf Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 6 Apr 2023 18:12:03 +0300 Subject: [PATCH 002/257] Add gt jobs for image tasks --- .../migrations/0068_auto_20230406_1333.py | 29 ++++ cvat/apps/engine/models.py | 55 +++++++- cvat/apps/engine/serializers.py | 86 ++++++++++-- cvat/apps/engine/views.py | 11 +- cvat/schema.yml | 44 +++--- cvat/settings/base.py | 1 + tests/python/rest_api/test_jobs.py | 127 ++++++++++++++++-- tests/python/shared/assets/jobs.json | 19 +++ 8 files changed, 318 insertions(+), 54 deletions(-) create mode 100644 cvat/apps/engine/migrations/0068_auto_20230406_1333.py diff --git a/cvat/apps/engine/migrations/0068_auto_20230406_1333.py b/cvat/apps/engine/migrations/0068_auto_20230406_1333.py new file mode 100644 index 000000000000..5480caeb3d2b --- /dev/null +++ b/cvat/apps/engine/migrations/0068_auto_20230406_1333.py @@ -0,0 +1,29 @@ +# Generated by Django 3.2.18 on 2023-04-06 13:33 + +import cvat.apps.engine.models +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0067_alter_cloudstorage_credentials_type'), + ] + + operations = [ + migrations.AddField( + model_name='job', + name='type', + field=models.CharField(choices=[('normal', 'NORMAL'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['NORMAL'], max_length=32), + ), + migrations.AddField( + model_name='segment', + name='frames', + field=cvat.apps.engine.models.IntArrayField(default='', null=True), + ), + migrations.AddField( + model_name='segment', + name='type', + field=models.CharField(choices=[('range', 'RANGE'), ('specific_frames', 'SPECIFIC_FRAMES')], default=cvat.apps.engine.models.SegmentType['RANGE'], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 189d12edadcd..58a98306adef 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -12,6 +12,7 @@ from django.conf import settings from django.contrib.auth.models import User from django.core.files.storage import FileSystemStorage +from django.core.exceptions import ValidationError from django.db import IntegrityError, models from django.db.models.fields import FloatField from drf_spectacular.types import OpenApiTypes @@ -473,17 +474,53 @@ class Meta: default_permissions = () unique_together = ("data", "path") + +class SegmentType(str, Enum): + RANGE = 'range' + SPECIFIC_FRAMES = 'specific_frames' + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + def __str__(self): + return self.value + + class Segment(models.Model): + # Common fields task = models.ForeignKey(Task, on_delete=models.CASCADE) start_frame = models.IntegerField() stop_frame = models.IntegerField() + type = models.CharField(choices=SegmentType.choices(), default=SegmentType.RANGE, max_length=32) + + # SegmentType.SPECIFIC_FRAMES fields + frames = IntArrayField(store_sorted=True, unique_values=True, null=True) def contains_frame(self, idx: int) -> bool: - return self.start_frame <= idx and idx <= self.stop_frame + if self.type == SegmentType.RANGE: + return self.start_frame <= idx and idx <= self.stop_frame + elif self.type == SegmentType.SPECIFIC_FRAMES: + return idx in self.frames + else: + assert False + + def save(self, *args, **kwargs) -> None: + self.full_clean() + return super().save(*args, **kwargs) + + def clean(self) -> None: + if not (self.type == SegmentType.RANGE) ^ bool(self.frames): + raise ValidationError( + f"frames and type == {SegmentType.SPECIFIC_FRAMES} can only be used together" + ) + + return super().clean() class Meta: default_permissions = () + class Job(models.Model): segment = models.ForeignKey(Segment, on_delete=models.CASCADE) assignee = models.ForeignKey(User, null=True, blank=True, on_delete=models.SET_NULL) @@ -536,6 +573,22 @@ def get_labels(self): class Meta: default_permissions = () + + def save(self, *args, **kwargs) -> None: + self.full_clean() + return super().save(*args, **kwargs) + + def clean(self) -> None: + if not (self.type == JobType.GROUND_TRUTH) ^ (self.segment.type == SegmentType.RANGE): + raise ValidationError( + f"job type == {JobType.GROUND_TRUTH} and " + f"segment type == {SegmentType.SPECIFIC_FRAMES} " + "can only be used together" + ) + + return super().clean() + + class InvalidLabel(ValueError): pass diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 550ff6c986b8..f91a730f3bef 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -555,26 +555,37 @@ class Meta: fields = ('url', 'id', 'task_id', 'project_id', 'assignee', 'dimension', 'bug_tracker', 'status', 'stage', 'state', 'mode', 'start_frame', 'stop_frame', 'data_chunk_size', 'data_compressed_chunk_type', - 'updated_date', 'issues', 'labels') + 'updated_date', 'issues', 'labels', 'type') read_only_fields = fields class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): assignee = serializers.IntegerField(allow_null=True, required=False) - type = serializers.ChoiceField(choices=models.JobType.choices()) + # NOTE: It can be expressed using serializer inheritance, but it is + # harder to use then: we need to make a manual switch in get_serializer_class() + # and create an extra serializer type in the API schema. + # Need to investigate how it can be simplified. + type = serializers.ChoiceField(choices=( + (models.JobType.GROUND_TRUTH.value, models.JobType.GROUND_TRUTH.name), + )) + task_id = serializers.IntegerField() frame_selection_method = serializers.ChoiceField( choices=models.JobFrameSelectionMethod.choices(), required=False) - # Random selection fields count = serializers.IntegerField(min_value=0, required=False, help_text=textwrap.dedent("""\ The number of frames included in the job. Applicable only to the random frame selection """)) + seed = serializers.IntegerField(min_value=0, required=False, + help_text=textwrap.dedent("""\ + The seed value for the random number generator. + The same value will produce the same frame sets. + Applicable only to the random frame selection + """)) - # Manual selection fields frames = serializers.ListField(child=serializers.IntegerField(min_value=0), required=False, help_text=textwrap.dedent("""\ The list of frame ids. Applicable only to the manual frame selection @@ -582,7 +593,10 @@ class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): class Meta: model = models.Job - write_once_fields = ('type', 'task_id', 'frame_selection_method', 'count', 'frames') + random_selection_params = ('count', 'seed',) + manual_selection_params = ('frames',) + write_once_fields = ('type', 'task_id', 'frame_selection_method',) \ + + random_selection_params + manual_selection_params fields = ('assignee', 'stage', 'state', ) + write_once_fields def to_representation(self, instance): @@ -594,13 +608,63 @@ def create(self, validated_data): task_id = validated_data.pop('task_id') task = models.Task.objects.get(pk=task_id) - if not task.data: - raise serializers.ValidationError( - "This task has no data yet. Please set up the task data and try again" - ) - size = task.data.size + # TODO: extract to separate functions + if validated_data["type"] == models.JobType.GROUND_TRUTH: + if not task.data: + raise serializers.ValidationError( + "This task has no data attached yet. Please set up task data and try again" + ) + if task.dimension != models.DimensionType.DIM_2D: + raise serializers.ValidationError( + "Ground Truth jobs can only be added in 2d tasks" + ) + + size = task.data.size + step = task.data.get_frame_step() + valid_frame_ids = range(task.data.start_frame, task.data.stop_frame, step) + + frame_selection_method = validated_data.pop("frame_selection_method", None) + if frame_selection_method == models.JobFrameSelectionMethod.RANDOM_UNIFORM: + count = validated_data.pop("count") + if size <= count: + raise serializers.ValidationError( + f"The number of frames requested ({count}) must be lesser than " + f"the number of the task frames ({size})" + ) + + seed = validated_data.pop("seed", None) + + import random + # NOTE: the RNG backend must not change to provide reproducible results + rng = random.Random(seed) + frames = rng.sample(valid_frame_ids, k=count) + elif frame_selection_method == models.JobFrameSelectionMethod.MANUAL: + frames = validated_data.pop("frames") - segment = models.Segment.objects.create(start_frame=0, stop_frame=size, task=task) + unique_frames = set(frames) + if len(unique_frames) != len(frames): + raise serializers.ValidationError(f"Frames must not repeat") + + invalid_ids = unique_frames.difference(valid_frame_ids) + if invalid_ids: + raise serializers.ValidationError( + "The following frames are not included " + f"in the task: {','.join(invalid_ids)}" + ) + else: + raise serializers.ValidationError( + f"Unexpected frame selection method '{frame_selection_method}'" + ) + + segment = models.Segment.objects.create( + start_frame=task.data.start_frame, + stop_frame=task.data.stop_frame, + frames=frames, + task=task, + type=models.SegmentType.SPECIFIC_FRAMES, + ) + else: + raise serializers.ValidationError(f"Unexpected job type '{validated_data['type']}'") validated_data['segment'] = segment return super().create(validated_data) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index b2ead87477ee..da83cd6e2198 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1659,10 +1659,13 @@ def metadata(self, request, pk): if hasattr(db_data, 'video'): media = [db_data.video] else: - media = list(db_data.images.filter( - frame__gte=data_start_frame, - frame__lte=data_stop_frame, - ).all()) + media = [f + for f in db_data.images.filter( + frame__gte=data_start_frame, + frame__lte=data_stop_frame, + ).all() + if db_job.segment.contains_frame(f.frame) + ] # Filter data with segment size # Should data.size also be cropped by segment size? diff --git a/cvat/schema.yml b/cvat/schema.yml index 69a4245314e6..51865b93341f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7552,6 +7552,10 @@ components: $ref: '#/components/schemas/IssuesSummary' labels: $ref: '#/components/schemas/LabelsSummary' + type: + allOf: + - $ref: '#/components/schemas/JobType' + readOnly: true required: - issues - labels @@ -7567,6 +7571,11 @@ components: - validation - completed type: string + JobType: + enum: + - normal + - ground_truth + type: string JobWriteRequest: type: object properties: @@ -7588,20 +7597,26 @@ components: minimum: 0 description: | The number of frames included in the job. - Applicable only to the random frame selection. + Applicable only to the random frame selection + seed: + type: integer + minimum: 0 + description: | + The seed value for the random number generator. + The same value will produce the same frame sets. + Applicable only to the random frame selection frames: type: array items: type: integer minimum: 0 description: | - The list of frame ids. Applicable only to the manual frame selection. + The list of frame ids. Applicable only to the manual frame selection required: - task_id - type JobWriteTypeEnum: enum: - - normal - ground_truth type: string JobsSummary: @@ -8449,17 +8464,9 @@ components: PatchedIssueWriteRequest: type: object properties: - position: - type: array - items: - type: number - format: double assignee: type: integer nullable: true - message: - type: string - minLength: 1 resolved: type: boolean PatchedJobWriteRequest: @@ -8593,13 +8600,6 @@ components: type: string minLength: 1 maxLength: 256 - project_id: - type: integer - nullable: true - owner_id: - type: integer - writeOnly: true - nullable: true assignee_id: type: integer writeOnly: true @@ -8607,10 +8607,6 @@ components: bug_tracker: type: string maxLength: 2000 - labels: - type: array - items: - $ref: '#/components/schemas/PatchedLabelRequest' subset: type: string maxLength: 64 @@ -8681,10 +8677,6 @@ components: type: boolean enable_ssl: type: boolean - project_id: - type: integer - writeOnly: true - nullable: true events: type: array items: diff --git a/cvat/settings/base.py b/cvat/settings/base.py index 4aae54079a46..a6ebcae558ca 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -606,6 +606,7 @@ class CVAT_QUEUES(Enum): 'StorageMethod': 'cvat.apps.engine.models.StorageMethodChoice', 'JobStatus': 'cvat.apps.engine.models.StatusChoice', 'JobStage': 'cvat.apps.engine.models.StageChoice', + 'JobType': 'cvat.apps.engine.models.JobType', 'StorageType': 'cvat.apps.engine.models.StorageChoice', 'SortingMethod': 'cvat.apps.engine.models.SortingMethod', 'WebhookType': 'cvat.apps.webhooks.models.WebhookTypeChoice', diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 098050ee7af9..b37f241e9675 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -57,19 +57,25 @@ def filter_jobs(jobs, tasks, org): class TestPostJobs: def _test_create_job_ok(self, user: str, data: Dict[str, Any], **kwargs): with make_api_client(user) as api_client: - (_, response) = api_client.jobs_api.create(models.JobWriteRequest(**data), **kwargs) - assert response.status == HTTPStatus.OK - assert ( - DeepDiff( - data, - json.loads(response.data), - exclude_paths="root['updated_date']", - ignore_order=True, - ) - == {} + (_, response) = api_client.jobs_api.create( + models.JobWriteRequest(**deepcopy(data)), **kwargs ) + assert response.status == HTTPStatus.CREATED + return response - @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + @pytest.mark.parametrize( + "task_mode", + [ + "annotation", + pytest.param( + "interpolation", + marks=pytest.mark.xfail( + raises=IndexError, + reason="Meta info can't represent skipped frame info for video", + ), + ), + ], + ) def test_can_create_gt_job_with_manual_frames(self, admin_user, tasks, task_mode): user = admin_user job_frame_count = 4 @@ -82,13 +88,110 @@ def test_can_create_gt_job_with_manual_frames(self, admin_user, tasks, task_mode and t["size"] > job_frame_count ) task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "manual", + "frames": job_frame_ids, + } + + response = self._test_create_job_ok(user, job_spec) + job_id = json.loads(response.data)["id"] + + with make_api_client(user) as api_client: + (job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) + assert [f.name for f in job_meta.frames] == [ + task_meta.frames[i].name for i in job_frame_ids + ] + + @pytest.mark.parametrize( + "task_mode", + [ + "annotation", + pytest.param( + "interpolation", + marks=pytest.mark.xfail( + raises=AssertionError, + reason="Meta info can't represent skipped frame info for video", + ), + ), + ], + ) + def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode): + user = admin_user + required_task_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > required_task_frame_count + ) + task_id = task["id"] + + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": required_task_frame_count - 1, + "seed": 42, # make the test reproducible + } + + response = self._test_create_job_ok(user, job_spec) + job_id = json.loads(response.data)["id"] + + with make_api_client(user) as api_client: + (job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) + assert [f.name for f in job_meta.frames] == ["0.png", "1.png", "5.png"] + + +@pytest.mark.usefixtures("restore_db_per_function") +class TestDeleteJobs: + def _test_destroy_job_ok(self, user, job_id): + with make_api_client(user) as api_client: + (_, response) = api_client.jobs_api.destroy(job_id) + assert response.status == HTTPStatus.NO_CONTENT + + def _test_destroy_job_fails(self, user, job_id, *, expected_status): + with make_api_client(user) as api_client: + (_, response) = api_client.jobs_api.destroy( + job_id, _check_status=False, _parse_response=False + ) + assert response.status == expected_status + return response + + def test_can_destroy_gt_job(self, admin_user, tasks): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] and not t["organization"] and t["size"] > job_frame_count + ) + task_id = task["id"] job_spec = { "task_id": task_id, "type": "ground_truth", + "frame_selection_method": "manual", "frames": list(range(job_frame_count)), } - self._test_create_job_ok(user, job_spec) + with make_api_client(user) as api_client: + (job, _) = api_client.jobs_api.create(models.JobWriteRequest(**job_spec)) + + self._test_destroy_job_ok(user, job.id) + + def test_cannot_destroy_normal_job(self, admin_user, jobs): + job_id = next(j for j in jobs if j["type"] == "normal")["id"] + self._test_destroy_job_fails(admin_user, job_id, expected_status=HTTPStatus.BAD_REQUEST) @pytest.mark.usefixtures("restore_db_per_class") diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index c72e0665b0a1..55c1cf3847fb 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -26,6 +26,7 @@ "status": "annotation", "stop_frame": 9, "task_id": 21, + "type": "normal", "updated_date": "2023-03-27T19:08:40.166000Z", "url": "http://localhost:8080/api/jobs/26" }, @@ -52,6 +53,7 @@ "status": "annotation", "stop_frame": 5, "task_id": 21, + "type": "normal", "updated_date": "2023-03-27T19:08:27.216000Z", "url": "http://localhost:8080/api/jobs/25" }, @@ -78,6 +80,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 20, + "type": "normal", "updated_date": "2023-03-10T11:57:49.019000Z", "url": "http://localhost:8080/api/jobs/24" }, @@ -104,6 +107,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 19, + "type": "normal", "updated_date": "2023-03-10T11:56:55.066000Z", "url": "http://localhost:8080/api/jobs/23" }, @@ -130,6 +134,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 18, + "type": "normal", "updated_date": "2023-03-01T15:36:38.114000Z", "url": "http://localhost:8080/api/jobs/22" }, @@ -156,6 +161,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 17, + "type": "normal", "updated_date": "2023-02-10T14:05:26.022000Z", "url": "http://localhost:8080/api/jobs/21" }, @@ -182,6 +188,7 @@ "status": "annotation", "stop_frame": 24, "task_id": 15, + "type": "normal", "updated_date": "2022-12-01T12:53:35.354000Z", "url": "http://localhost:8080/api/jobs/19" }, @@ -208,6 +215,7 @@ "status": "annotation", "stop_frame": 7, "task_id": 14, + "type": "normal", "updated_date": "2022-09-23T11:57:02.302000Z", "url": "http://localhost:8080/api/jobs/18" }, @@ -234,6 +242,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 13, + "type": "normal", "updated_date": "2022-12-05T07:47:01.633000Z", "url": "http://localhost:8080/api/jobs/17" }, @@ -266,6 +275,7 @@ "status": "annotation", "stop_frame": 10, "task_id": 11, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/16" }, @@ -292,6 +302,7 @@ "status": "annotation", "stop_frame": 19, "task_id": 9, + "type": "normal", "updated_date": "2022-11-03T13:57:26.346000Z", "url": "http://localhost:8080/api/jobs/14" }, @@ -318,6 +329,7 @@ "status": "validation", "stop_frame": 14, "task_id": 9, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/13" }, @@ -344,6 +356,7 @@ "status": "validation", "stop_frame": 9, "task_id": 9, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/12" }, @@ -376,6 +389,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 9, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/11" }, @@ -408,6 +422,7 @@ "status": "annotation", "stop_frame": 13, "task_id": 8, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/10" }, @@ -434,6 +449,7 @@ "status": "annotation", "stop_frame": 10, "task_id": 7, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/9" }, @@ -460,6 +476,7 @@ "status": "annotation", "stop_frame": 0, "task_id": 6, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/8" }, @@ -492,6 +509,7 @@ "status": "annotation", "stop_frame": 24, "task_id": 5, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/7" }, @@ -524,6 +542,7 @@ "status": "annotation", "stop_frame": 22, "task_id": 2, + "type": "normal", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/2" } From 1732ef7472e0b67bd8ef7e92d2db6ae55cafe407 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 7 Apr 2023 16:52:31 +0300 Subject: [PATCH 003/257] try multimerge-based comparison --- cvat/apps/engine/models.py | 30 +++++ cvat/apps/engine/quality_control/__init__.py | 2 + cvat/apps/engine/quality_control/conflicts.py | 116 ++++++++++++++++++ cvat/apps/engine/quality_control/models.py | 38 ++++++ cvat/apps/engine/serializers.py | 7 ++ cvat/apps/engine/views.py | 18 +++ 6 files changed, 211 insertions(+) create mode 100644 cvat/apps/engine/quality_control/__init__.py create mode 100644 cvat/apps/engine/quality_control/conflicts.py create mode 100644 cvat/apps/engine/quality_control/models.py diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 58a98306adef..821c321f3514 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -3,10 +3,13 @@ # # SPDX-License-Identifier: MIT +from __future__ import annotations + import os import re import shutil from enum import Enum +from functools import cached_property from typing import Optional from django.conf import settings @@ -18,6 +21,7 @@ from drf_spectacular.types import OpenApiTypes from drf_spectacular.utils import extend_schema_field +from cvat.apps.engine import quality_control from cvat.apps.engine.utils import parse_specific_attributes from cvat.apps.organizations.models import Organization from cvat.apps.events.utils import cache_deleted @@ -415,6 +419,13 @@ def get_task_artifacts_dirname(self): def get_tmp_dirname(self): return os.path.join(self.get_dirname(), "tmp") + @cached_property + def gt_job(self) -> Optional[Job]: + try: + return Job.objects.get(task=self, type=JobType.GROUND_TRUTH) + except Job.DoesNotExist: + return None + def __str__(self): return self.name @@ -937,3 +948,22 @@ class Storage(models.Model): class Meta: default_permissions = () + + +class AnnotationConflictType(quality_control.models.AnnotationConflictType): + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + +class AnnotationConflict(models.Model): + conflicts = models.ForeignKey('ConflictReport', + on_delete=models.CASCADE, related_name='annotation_conflicts') + frame_id = models.IntegerField() + type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) + message = models.CharField(max_length=1024, blank=True, default="") + data = models.JSONField() + +class AnnotationConflictsReport(models.Model): + job = models.ForeignKey(Job, on_delete=models.CASCADE, related_name='annotation_conflict_reports') + job_last_updated = models.DateTimeField() + gt_job_last_updated = models.DateTimeField() diff --git a/cvat/apps/engine/quality_control/__init__.py b/cvat/apps/engine/quality_control/__init__.py new file mode 100644 index 000000000000..48805af7b84a --- /dev/null +++ b/cvat/apps/engine/quality_control/__init__.py @@ -0,0 +1,2 @@ +from . import models +from . import conflicts \ No newline at end of file diff --git a/cvat/apps/engine/quality_control/conflicts.py b/cvat/apps/engine/quality_control/conflicts.py new file mode 100644 index 000000000000..0dea6656a43e --- /dev/null +++ b/cvat/apps/engine/quality_control/conflicts.py @@ -0,0 +1,116 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from typing import Tuple +import datumaro as dm + +from cvat.apps.dataset_manager.task import JobAnnotation +from cvat.apps.engine.models import Job +from cvat.apps.dataset_manager.bindings import GetCVATDataExtractor, JobData +from cvat.apps.dataset_manager.formats.registry import dm_env + +from .models import AnnotationConflictsReport, AnnotationConflict, AnnotationConflictType + + +class JobDataProvider: + def __init__(self, job_id: int) -> None: + self.job_id = job_id + self.job_annotation = JobAnnotation(job_id) + self.job_data = JobData( + annotation_ir=self.job_annotation.ir_data, + db_job=self.job_annotation.db_job + ) + self.dm_dataset = dm.Dataset.from_extractors( + GetCVATDataExtractor(self.job_data), + env=dm_env + ) + + def dm_item_id_to_frame_id(self, item_id: Tuple[str, str]) -> int: + path, _ = item_id[0] + return self.job_data.match_frame(path) + +def find_gt_conflicts(current_job: Job, gt_job: Job) -> AnnotationConflictsReport: + this_job_data_provider = JobDataProvider(current_job.pk) + gt_job_data_provider = JobDataProvider(gt_job.pk) + + this_job_dataset = this_job_data_provider.dm_dataset + gt_job_dataset = gt_job_data_provider.dm_dataset + merger = dm.ops.IntersectMerge() + merger([gt_job_dataset, this_job_dataset]) + + conflicts = [] + for error in merger.errors: + if isinstance(error, dm.errors.MismatchingImageInfoError): + assert False + elif isinstance(error, dm.errors.MismatchingMediaPathError): + assert False + elif isinstance(error, dm.errors.MismatchingMediaError): + assert False + elif isinstance(error, dm.errors.MismatchingAttributesError): + assert False + elif isinstance(error, dm.errors.ConflictingCategoriesError): + assert False + elif isinstance(error, dm.errors.NoMatchingAnnError): + if 0 in error.sources: + conflict_type = AnnotationConflictType.EXTRA_ANNOTATION + else: + conflict_type = AnnotationConflictType.MISSING_ANNOTATION + + conflicts.append(AnnotationConflict( + frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), + type=conflict_type, + annotation_ids=[error.ann], + message=str(error) + )) + elif isinstance(error, dm.errors.NoMatchingItemError): + assert False + elif isinstance(error, dm.errors.FailedLabelVotingError): + conflicts.append(AnnotationConflict( + frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'kind': 'mismatching_shape_label', + 'attribute': error.key, + 'value1': error.a, + 'value2': error.b, + }, + message=str(error) + )) + elif isinstance(error, dm.errors.FailedAttrVotingError): + conflicts.append(AnnotationConflict( + frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'kind': 'mismatching_shape_attribute', + 'attribute': error.key, + 'value1': error.a, + 'value2': error.b, + }, + message=str(error) + )) + elif isinstance(error, dm.errors.VideoMergeError): + assert False + else: + assert False + + + + + + return AnnotationConflictsReport( + job_id=current_job.id, + job_last_updated=current_job.updated_date, + gt_job_last_updated=gt_job.updated_date, + conflicts=conflicts + ) + +def find_gt_frame_conflicts(current_job: Job, gt_job: Job, *, frame_id: int) -> AnnotationConflictsReport: + this_job_extractor = dm.Dataset.from_extractors(GetCVATDataExtractor(current_job), env=dm_env) + gt_job_extractor = dm.Dataset.from_extractors(GetCVATDataExtractor(gt_job), env=dm_env) + + this_job_frame = this_job_extractor.get(frame_id) + gt_job_frame = gt_job_extractor.get(frame_id) + comparator = dm.ops.DistanceComparator() + conflicts = comparator.match_annotations(this_job_frame, gt_job_frame) + return AnnotationConflictsReport(conflicts) diff --git a/cvat/apps/engine/quality_control/models.py b/cvat/apps/engine/quality_control/models.py new file mode 100644 index 000000000000..bdd0835f0f11 --- /dev/null +++ b/cvat/apps/engine/quality_control/models.py @@ -0,0 +1,38 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from datetime import datetime +from enum import Enum +from typing import List +from attrs import define, field + + +class AnnotationConflictType(str, Enum): + MISSING_ANNOTATION = 'missing_annotation' + EXTRA_ANNOTATION = 'extra_annotation' + MISMATCHING_ANNOTATION = 'mismatching_annotation' + + def __str__(self) -> str: + return self.value + +@define(kw_only=True) +class AnnotationId: + # TODO: think if uuids can be provided + type: str + index: int + +@define(kw_only=True) +class AnnotationConflict: + frame_id: int + type: AnnotationConflictType + annotation_ids: List[AnnotationId] = field(factory=list) + message: str + + +@define(kw_only=True) +class AnnotationConflictsReport: + job_id: int + job_last_updated: datetime + gt_job_last_updated: datetime + conflicts: List[AnnotationConflict] diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f91a730f3bef..f89ba3f71da8 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1826,3 +1826,10 @@ def _validate_existence_of_cloud_storage(cloud_storage_id): _ = models.CloudStorage.objects.get(id=cloud_storage_id) except models.CloudStorage.DoesNotExist: raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.') + + +class ConflictsReportSerializer(serializers.ModelSerializer): + class Meta: + model = models.AnnotationConflictsReport + fields = ('job_id',) + read_only_fields = fields diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index da83cd6e2198..505619cc00a3 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -7,6 +7,7 @@ import os import os.path as osp import textwrap +from typing import cast import pytz import traceback from datetime import datetime @@ -54,6 +55,7 @@ ) from cvat.apps.engine.models import CloudStorage as CloudStorageModel from cvat.apps.engine.parsers import TusUploadParser +from cvat.apps.engine import quality_control from cvat.apps.engine.serializers import ( AboutSerializer, AnnotationFileSerializer, BasicUserSerializer, DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, @@ -1270,6 +1272,7 @@ def preview(self, request, pk): return data_getter(request, self._object.data.start_frame, self._object.data.stop_frame, self._object.data) + @extend_schema(tags=['jobs']) @extend_schema_view( create=extend_schema( @@ -1706,6 +1709,21 @@ def preview(self, request, pk): return data_getter(request, self._object.segment.start_frame, self._object.segment.stop_frame, self._object.segment.task.data) + @action(detail=True, methods=['GET'], url_path='gt_conflicts', serializer_class=None) + def gt_conflicts(self, request, pk): + # TODO: add automatic type inference to get_object + this_job = cast(Job, self.get_object()) # call check_object_permissions as well + + gt_job = this_job.segment.task.gt_job + if not gt_job: + raise ValidationError( + "The ground truth job is not set up for this task. Please create it and try again" + ) + + conflicts_report = quality_control.conflicts.find_gt_conflicts(this_job, gt_job) + + return Response(conflicts_report, status=status.HTTP_200_OK) + @extend_schema(tags=['issues']) @extend_schema_view( retrieve=extend_schema( From b46eb0c2e13bf0ed09a6cdc9a80a0accc964be68 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 7 Apr 2023 23:08:11 +0300 Subject: [PATCH 004/257] Implement annotation comparison --- cvat/apps/dataset_manager/bindings.py | 233 +++++++++------ cvat/apps/engine/models.py | 15 +- cvat/apps/engine/quality_control/conflicts.py | 279 ++++++++++++------ cvat/apps/engine/quality_control/models.py | 16 +- cvat/apps/engine/serializers.py | 2 +- cvat/apps/engine/views.py | 15 +- 6 files changed, 379 insertions(+), 181 deletions(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 9774627b19e2..55ef7e9442a4 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -1,16 +1,17 @@ - # Copyright (C) 2019-2022 Intel Corporation # Copyright (C) 2022-2023 CVAT.ai Corporation # # SPDX-License-Identifier: MIT +from __future__ import annotations + import os.path as osp import sys from collections import namedtuple from functools import reduce from pathlib import Path from types import SimpleNamespace -from typing import (Any, Callable, DefaultDict, Dict, List, Literal, Mapping, +from typing import (Any, Callable, DefaultDict, Dict, Iterable, List, Literal, Mapping, NamedTuple, OrderedDict, Set, Tuple, Union) import datumaro as dm @@ -177,7 +178,7 @@ class CommonData(InstanceLabelData): Tag.__new__.__defaults__ = (0, ) Frame = namedtuple( 'Frame', 'idx, id, frame, name, width, height, labeled_shapes, tags, shapes, labels') - Labels = namedtuple('Label', 'id, name, color, type') + Label = namedtuple('Label', 'id, name, color, type') def __init__(self, annotation_ir, db_task, host='', create_callback=None) -> None: self._dimension = annotation_ir.dimension @@ -352,7 +353,7 @@ def _export_track(self, track, idx): @staticmethod def _export_label(label): - return CommonData.Labels( + return CommonData.Label( id=label.id, name=label.name, color=label.color, @@ -1201,8 +1202,10 @@ def add_task(self, task, files): self._project_annotation.add_task(task, files, self) class CVATDataExtractorMixin: - def __init__(self, media_type=dm.Image): - super().__init__() + def __init__(self, *, + convert_annotations: Callable = None + ): + self.convert_annotations = convert_annotations or convert_cvat_anno_to_dm def categories(self) -> dict: raise NotImplementedError() @@ -1253,7 +1256,7 @@ def map_label(name, parent=''): return label_cat.find(name, parent)[0] for _, label in labels } - return convert_cvat_anno_to_dm(cvat_frame_anno, label_attrs, map_label) + return self.convert_annotations(cvat_frame_anno, label_attrs, map_label) class CvatTaskOrJobDataExtractor(dm.SourceExtractor, CVATDataExtractorMixin): @@ -1351,7 +1354,8 @@ def map_label(name, parent=''): return label_cat.find(name, parent)[0] for _, label in labels } - return convert_cvat_anno_to_dm(cvat_frame_anno, label_attrs, map_label, self._format_type, self._dimension) + return self.convert_annotations(cvat_frame_anno, + label_attrs, map_label, self._format_type, self._dimension) class CVATProjectDataExtractor(dm.Extractor, CVATDataExtractorMixin): def __init__(self, project_data: ProjectData, include_images: bool = False, format_type: str = None, dimension: DimensionType = DimensionType.DIM_2D): @@ -1508,14 +1512,30 @@ def get_defaulted_subset(subset: str, subsets: List[str]) -> str: raise Exception('Cannot find default name for subset') -def convert_cvat_anno_to_dm(cvat_frame_anno, label_attrs, map_label, format_name=None, dimension=DimensionType.DIM_2D): - item_anno = [] - - def convert_attrs(label, cvat_attrs): +class CvatToDmAnnotationConverter: + def __init__(self, + cvat_frame_anno: CommonData.Frame, + *, + label_attrs, + map_label, + format_name=None, + dimension: DimensionType = DimensionType.DIM_2D + ) -> None: + self.cvat_frame_anno = cvat_frame_anno + self.label_attrs = label_attrs + self.map_label = map_label + self.format_name = format_name + self.dimension = dimension + self.item_anno = [] + self.num_of_tracks = None + + def _convert_attrs(self, label: CommonData.Label, cvat_attrs: CommonData.Attribute): cvat_attrs = {a.name: a.value for a in cvat_attrs} + dm_attr = dict() - for _, a_desc in label_attrs[label]: + for _, a_desc in self.label_attrs[label]: a_name = a_desc['name'] + a_value = cvat_attrs.get(a_name, a_desc['default_value']) try: if a_desc['input_type'] == AttributeType.NUMBER: @@ -1527,105 +1547,148 @@ def convert_attrs(label, cvat_attrs): raise Exception( "Failed to convert attribute '%s'='%s': %s" % (a_name, a_value, e)) + return dm_attr - for tag_obj in cvat_frame_anno.tags: - anno_group = tag_obj.group or 0 - anno_label = map_label(tag_obj.label) - anno_attr = convert_attrs(tag_obj.label, tag_obj.attributes) - - anno = dm.Label(label=anno_label, - attributes=anno_attr, group=anno_group) - item_anno.append(anno) - - num_of_tracks = reduce(lambda a, x: a + (1 if getattr(x, 'track_id', None) is not None else 0), cvat_frame_anno.labeled_shapes, 0) - for index, shape_obj in enumerate(cvat_frame_anno.labeled_shapes): - anno_group = shape_obj.group or 0 - anno_label = map_label(shape_obj.label) - anno_attr = convert_attrs(shape_obj.label, shape_obj.attributes) - anno_attr['occluded'] = shape_obj.occluded - if shape_obj.type == ShapeType.RECTANGLE: - anno_attr['rotation'] = shape_obj.rotation - - if hasattr(shape_obj, 'track_id'): - anno_attr['track_id'] = shape_obj.track_id - anno_attr['keyframe'] = shape_obj.keyframe - - anno_points = shape_obj.points - if shape_obj.type == ShapeType.POINTS: - anno = dm.Points(anno_points, - label=anno_label, attributes=anno_attr, group=anno_group, - z_order=shape_obj.z_order) - elif shape_obj.type == ShapeType.ELLIPSE: + def _convert_tag(self, tag: CommonData.Tag) -> Iterable[dm.Annotation]: + anno_group = tag.group or 0 + anno_label = self.map_label(tag.label) + anno_attr = self._convert_attrs(tag.label, tag.attributes) + return [dm.Label(label=anno_label, attributes=anno_attr, group=anno_group)] + + def _convert_tags(self, tags) -> Iterable[dm.Annotation]: + return map(self._convert_tag, tags) + + def _convert_shape(self, + shape: CommonData.LabeledShape, *, index: int + ) -> Iterable[dm.Annotation]: + dm_group = shape.group or 0 + dm_label = self.map_label(shape.label) + + dm_attr = self._convert_attrs(shape.label, shape.attributes) + dm_attr['occluded'] = shape.occluded + + if shape.type == ShapeType.RECTANGLE: + dm_attr['rotation'] = shape.rotation + + if hasattr(shape, 'track_id'): + dm_attr['track_id'] = shape.track_id + dm_attr['keyframe'] = shape.keyframe + + dm_points = shape.points + + if shape.type == ShapeType.POINTS: + anno = dm.Points(dm_points, + label=dm_label, attributes=dm_attr, group=dm_group, + z_order=shape.z_order) + elif shape.type == ShapeType.ELLIPSE: # TODO: for now Datumaro does not support ellipses # so, we convert an ellipse to RLE mask here # instead of applying transformation in directly in formats anno = EllipsesToMasks.convert_ellipse(SimpleNamespace(**{ - "points": shape_obj.points, - "label": anno_label, - "z_order": shape_obj.z_order, - "rotation": shape_obj.rotation, - "group": anno_group, - "attributes": anno_attr, - }), cvat_frame_anno.height, cvat_frame_anno.width) - elif shape_obj.type == ShapeType.MASK: + "points": shape.points, + "label": dm_label, + "z_order": shape.z_order, + "rotation": shape.rotation, + "group": dm_group, + "attributes": dm_attr, + }), self.cvat_frame_anno.height, self.cvat_frame_anno.width) + elif shape.type == ShapeType.MASK: anno = CVATRleToCOCORle.convert_mask(SimpleNamespace(**{ - "points": shape_obj.points, - "label": anno_label, - "z_order": shape_obj.z_order, - "rotation": shape_obj.rotation, - "group": anno_group, - "attributes": anno_attr, - }), cvat_frame_anno.height, cvat_frame_anno.width) - elif shape_obj.type == ShapeType.POLYLINE: - anno = dm.PolyLine(anno_points, - label=anno_label, attributes=anno_attr, group=anno_group, - z_order=shape_obj.z_order) - elif shape_obj.type == ShapeType.POLYGON: - anno = dm.Polygon(anno_points, - label=anno_label, attributes=anno_attr, group=anno_group, - z_order=shape_obj.z_order) - elif shape_obj.type == ShapeType.RECTANGLE: - x0, y0, x1, y1 = anno_points + "points": shape.points, + "label": dm_label, + "z_order": shape.z_order, + "rotation": shape.rotation, + "group": dm_group, + "attributes": dm_attr, + }), self.cvat_frame_anno.height, self.cvat_frame_anno.width) + elif shape.type == ShapeType.POLYLINE: + anno = dm.PolyLine(dm_points, + label=dm_label, attributes=dm_attr, group=dm_group, + z_order=shape.z_order) + elif shape.type == ShapeType.POLYGON: + anno = dm.Polygon(dm_points, + label=dm_label, attributes=dm_attr, group=dm_group, + z_order=shape.z_order) + elif shape.type == ShapeType.RECTANGLE: + x0, y0, x1, y1 = dm_points anno = dm.Bbox(x0, y0, x1 - x0, y1 - y0, - label=anno_label, attributes=anno_attr, group=anno_group, - z_order=shape_obj.z_order) - elif shape_obj.type == ShapeType.CUBOID: - if dimension == DimensionType.DIM_3D: - anno_id = getattr(shape_obj, 'track_id', None) + label=dm_label, attributes=dm_attr, group=dm_group, + z_order=shape.z_order) + elif shape.type == ShapeType.CUBOID: + if self.dimension == DimensionType.DIM_3D: + anno_id = getattr(shape, 'track_id', None) if anno_id is None: - anno_id = num_of_tracks + index - position, rotation, scale = anno_points[0:3], anno_points[3:6], anno_points[6:9] + anno_id = self.num_of_tracks + index + position, rotation, scale = dm_points[0:3], dm_points[3:6], dm_points[6:9] anno = dm.Cuboid3d( id=anno_id, position=position, rotation=rotation, scale=scale, - label=anno_label, attributes=anno_attr, group=anno_group + label=dm_label, attributes=dm_attr, group=dm_group ) - else: - continue - elif shape_obj.type == ShapeType.SKELETON: + elif shape.type == ShapeType.SKELETON: elements = [] - for element in shape_obj.elements: - element_attr = convert_attrs(shape_obj.label + element.label, element.attributes) + for element in shape.elements: + element_attr = self._convert_attrs( + shape.label + element.label, element.attributes) if hasattr(element, 'track_id'): element_attr['track_id'] = element.track_id element_attr['keyframe'] = element.keyframe + element_vis = dm.Points.Visibility.visible if element.outside: element_vis = dm.Points.Visibility.absent elif element.occluded: element_vis = dm.Points.Visibility.hidden + elements.append(dm.Points(element.points, [element_vis], - label=map_label(element.label, shape_obj.label), attributes=element_attr)) + label=self.map_label(element.label, shape.label), + attributes=element_attr)) - anno = dm.Skeleton(elements, label=anno_label, - attributes=anno_attr, group=anno_group, z_order=shape_obj.z_order) + anno = dm.Skeleton(elements, label=dm_label, + attributes=dm_attr, group=dm_group, z_order=shape.z_order) else: - raise Exception("Unknown shape type '%s'" % shape_obj.type) + raise Exception("Unknown shape type '%s'" % shape.type) + + return [anno] + + def _convert_shapes(self, shapes) -> Iterable[dm.Annotation]: + dm_anno = [] + + self.num_of_tracks = reduce( + lambda a, x: a + (1 if getattr(x, 'track_id', None) is not None else 0), + shapes, + 0 + ) - item_anno.append(anno) + for index, shape in enumerate(shapes): + dm_anno.append(shape, index=index) + + return dm_anno + + def convert(self) -> List[dm.Annotation]: + dm_anno = [] + dm_anno.extend(self._convert_tags(self.cvat_frame_anno.tags)) + dm_anno.extend(self._convert_shapes(self.cvat_frame_anno.labeled_shapes)) + return dm_anno + + +def convert_cvat_anno_to_dm( + cvat_frame_anno, + label_attrs, + map_label, + format_name=None, + dimension=DimensionType.DIM_2D +) -> List[dm.Annotation]: + converter = CvatToDmAnnotationConverter( + cvat_frame_anno=cvat_frame_anno, + label_attrs=label_attrs, + map_label=map_label, + format_name=format_name, + dimension=dimension + ) + return converter.convert() - return item_anno def match_dm_item(item, instance_data, root_hint=None): is_video = instance_data.meta[instance_data.META_FIELD]['mode'] == 'interpolation' diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 821c321f3514..1a95cfe9cd40 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -955,15 +955,16 @@ class AnnotationConflictType(quality_control.models.AnnotationConflictType): def choices(cls): return tuple((x.value, x.name) for x in cls) +class AnnotationConflictsReport(models.Model): + job = models.ForeignKey(Job, + on_delete=models.CASCADE, related_name='annotation_conflict_reports') + job_last_updated = models.DateTimeField() + gt_job_last_updated = models.DateTimeField() + class AnnotationConflict(models.Model): - conflicts = models.ForeignKey('ConflictReport', - on_delete=models.CASCADE, related_name='annotation_conflicts') + report = models.ForeignKey(AnnotationConflictsReport, + on_delete=models.CASCADE, related_name='conflicts') frame_id = models.IntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) message = models.CharField(max_length=1024, blank=True, default="") data = models.JSONField() - -class AnnotationConflictsReport(models.Model): - job = models.ForeignKey(Job, on_delete=models.CASCADE, related_name='annotation_conflict_reports') - job_last_updated = models.DateTimeField() - gt_job_last_updated = models.DateTimeField() diff --git a/cvat/apps/engine/quality_control/conflicts.py b/cvat/apps/engine/quality_control/conflicts.py index 0dea6656a43e..56840faf3c17 100644 --- a/cvat/apps/engine/quality_control/conflicts.py +++ b/cvat/apps/engine/quality_control/conflicts.py @@ -2,18 +2,22 @@ # # SPDX-License-Identifier: MIT -from typing import Tuple +from typing import Hashable, List, Optional, Union + import datumaro as dm +from django.db import transaction from cvat.apps.dataset_manager.task import JobAnnotation -from cvat.apps.engine.models import Job -from cvat.apps.dataset_manager.bindings import GetCVATDataExtractor, JobData +from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, + GetCVATDataExtractor, JobData) from cvat.apps.dataset_manager.formats.registry import dm_env +import cvat.apps.engine.models as db_models -from .models import AnnotationConflictsReport, AnnotationConflict, AnnotationConflictType +from .models import (AnnotationConflictsReport, AnnotationConflict, AnnotationConflictType, + AnnotationId) -class JobDataProvider: +class _JobDataProvider: def __init__(self, job_id: int) -> None: self.job_id = job_id self.job_annotation = JobAnnotation(job_id) @@ -21,96 +25,205 @@ def __init__(self, job_id: int) -> None: annotation_ir=self.job_annotation.ir_data, db_job=self.job_annotation.db_job ) - self.dm_dataset = dm.Dataset.from_extractors( - GetCVATDataExtractor(self.job_data), - env=dm_env - ) - def dm_item_id_to_frame_id(self, item_id: Tuple[str, str]) -> int: - path, _ = item_id[0] - return self.job_data.match_frame(path) - -def find_gt_conflicts(current_job: Job, gt_job: Job) -> AnnotationConflictsReport: - this_job_data_provider = JobDataProvider(current_job.pk) - gt_job_data_provider = JobDataProvider(gt_job.pk) - - this_job_dataset = this_job_data_provider.dm_dataset - gt_job_dataset = gt_job_data_provider.dm_dataset - merger = dm.ops.IntersectMerge() - merger([gt_job_dataset, this_job_dataset]) - - conflicts = [] - for error in merger.errors: - if isinstance(error, dm.errors.MismatchingImageInfoError): - assert False - elif isinstance(error, dm.errors.MismatchingMediaPathError): - assert False - elif isinstance(error, dm.errors.MismatchingMediaError): - assert False - elif isinstance(error, dm.errors.MismatchingAttributesError): - assert False - elif isinstance(error, dm.errors.ConflictingCategoriesError): - assert False - elif isinstance(error, dm.errors.NoMatchingAnnError): - if 0 in error.sources: - conflict_type = AnnotationConflictType.EXTRA_ANNOTATION - else: - conflict_type = AnnotationConflictType.MISSING_ANNOTATION + self._annotation_memo = _MemoizingAnnotationConverterFactory() + extractor = GetCVATDataExtractor(self.job_data) + extractor.convert_annotations = self._annotation_memo + self.dm_dataset = dm.Dataset.from_extractors(extractor, env=dm_env) + + def dm_item_id_to_frame_id(self, item_id: str) -> int: + return self.job_data.match_frame(item_id) + + def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: + source_ann = self._annotation_memo.get_source_ann(ann) + ann_type = 'tag' if isinstance(ann, CommonData.Tag) else source_ann.type + return AnnotationId(id=source_ann.id, type=ann_type, job_id=self.job_id) + + +class _MemoizingAnnotationConverterFactory: + def __init__(self): + self._annotation_mapping = {} # dm annotation -> cvat annotation + + def remember_conversion(self, cvat_ann, dm_anns): + for dm_ann in dm_anns: + self._annotation_mapping[self._make_key(dm_ann)] = cvat_ann + + def _make_key(self, dm_ann: dm.Annotation) -> Hashable: + return id(dm_ann) + + def get_source_ann( + self, dm_ann: dm.Annotation + ) -> Union[CommonData.Tag, CommonData.LabeledShape]: + return self._annotation_mapping[self._make_key(dm_ann)] + + def clear(self): + self._annotation_mapping.clear() + + def convert_cvat_anno_to_dm(self, *args, **kwargs) -> List[dm.Annotation]: + self.clear() # old annotations will be irrelevant + + converter = _MemoizingAnnotationConverter(*args, factory=self, **kwargs) + return converter.convert() + +class _MemoizingAnnotationConverter(CvatToDmAnnotationConverter): + def __init__(self, + cvat_frame_anno: CommonData.Frame, + *, + factory: _MemoizingAnnotationConverterFactory, + **kwargs + ) -> None: + super().__init__(cvat_frame_anno, **kwargs) + self._factory = factory + + def _convert_tag(self, tag): + converted = list(super()._convert_tag(tag)) + self._factory.remember_conversion(tag, converted.copy()) + return converted + + def _convert_shape(self, shape, *, index): + converted = list(super()._convert_shape(shape, index=index)) + self._factory.remember_conversion(shape, converted.copy()) + return converted + + +@transaction.atomic +def _save_report_to_db( + report: AnnotationConflictsReport, job: db_models.Job +) -> db_models.AnnotationConflictsReport: + db_report = db_models.AnnotationConflictsReport.objects.create(**report.to_dict(), job=job) + db_report.conflicts = db_models.AnnotationConflict.objects.bulk_create([ + db_models.AnnotationConflict(**conflict.to_dict(), ) + for conflict in report.conflicts + ]) + return db_report + + +class DatasetComparator: + def __init__(self, + this_job_data_provider: _JobDataProvider, + gt_job_data_provider: _JobDataProvider + ) -> None: + self._this_job_data_provider = this_job_data_provider + self._gt_job_data_provider = gt_job_data_provider + self._comparator = dm.ops.DistanceComparator() + + def find_gt_conflicts(self) -> List[AnnotationConflict]: + this_job_dataset = self._gt_job_data_provider.dm_dataset + gt_job_dataset = self._gt_job_data_provider.dm_dataset + + conflicts = [] + for gt_item in gt_job_dataset: + this_item = this_job_dataset.get(gt_item.id) + if not this_item: + continue # we need to compare only intersecting frames + + frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) + frame_results = self._comparator.match_annotations(gt_item, this_item) + + conflicts.extend(self._generate_frame_annotation_conflicts(frame_id, frame_results)) + + return conflicts + def find_frame_gt_conflicts(self, frame_id: int) -> List[AnnotationConflict]: + this_job_dataset = self._gt_job_data_provider.dm_dataset + gt_job_dataset = self._gt_job_data_provider.dm_dataset + + conflicts = [] + + for gt_item in gt_job_dataset: + this_item = this_job_dataset.get(gt_item.id) + if not this_item: + continue # we need to compare only intersecting frames + + _frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) + if frame_id != _frame_id: + # TODO: find more optimal way + continue + + frame_results = self._comparator.match_annotations(gt_item, this_item) + + conflicts.extend(self._generate_frame_annotation_conflicts(_frame_id, frame_results)) + + break + + return conflicts + + def _generate_frame_annotation_conflicts(self, frame_id, frame_results): + conflicts = [] + + merged_results = [[], [], [], []] + for shape_type in [ + dm.AnnotationType.bbox, dm.AnnotationType.mask, + dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline + ]: + for merged_field, field in zip(merged_results, frame_results[shape_type]): + merged_field.extend(field) + + _, mispred, gt_unmatched, this_unmatched = merged_results + + for unmatched_ann in gt_unmatched: conflicts.append(AnnotationConflict( - frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), - type=conflict_type, - annotation_ids=[error.ann], - message=str(error) + frame_id=frame_id, + type=AnnotationConflictType.MISSING_ANNOTATION, + annotation_ids=[self._gt_job_data_provider.dm_ann_to_ann_id(unmatched_ann)], )) - elif isinstance(error, dm.errors.NoMatchingItemError): - assert False - elif isinstance(error, dm.errors.FailedLabelVotingError): + + for unmatched_ann in this_unmatched: conflicts.append(AnnotationConflict( - frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'kind': 'mismatching_shape_label', - 'attribute': error.key, - 'value1': error.a, - 'value2': error.b, - }, - message=str(error) + frame_id=frame_id, + type=AnnotationConflictType.EXTRA_ANNOTATION, + annotation_ids=[self._this_job_data_provider.dm_ann_to_ann_id(unmatched_ann)], )) - elif isinstance(error, dm.errors.FailedAttrVotingError): + + for gt_ann, this_ann in mispred: conflicts.append(AnnotationConflict( - frame_id=this_job_data_provider.dm_item_id_to_frame_id(error.item_id), + frame_id=frame_id, type=AnnotationConflictType.MISMATCHING_ANNOTATION, + annotation_ids=[ + self._this_job_data_provider.dm_ann_to_ann_id(this_ann), + self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), + ], data={ - 'kind': 'mismatching_shape_attribute', - 'attribute': error.key, - 'value1': error.a, - 'value2': error.b, + 'kind': 'mismatching_label', + 'value1': gt_ann.label, + 'value2': this_ann.label, }, - message=str(error) )) - elif isinstance(error, dm.errors.VideoMergeError): - assert False - else: - assert False - - - - - return AnnotationConflictsReport( - job_id=current_job.id, - job_last_updated=current_job.updated_date, + # TODO: Need to check for mismatching attributes + # for gt_ann, this_ann in matches: + # + # conflicts.append(AnnotationConflict( + # frame_id=gt_job_data_provider.dm_item_id_to_frame_id(error.item_id), + # type=AnnotationConflictType.MISMATCHING_ANNOTATION, + # data={ + # 'kind': 'mismatching_shape_attribute', + # 'attribute': error.key, + # 'value1': error.a, + # 'value2': error.b, + # }, + # message=str(error) + # )) + + return conflicts + + +def find_gt_conflicts( + this_job: db_models.Job, gt_job: db_models.Job, *, frame_id: Optional[int] = None +) -> db_models.AnnotationConflictsReport: + this_job_data_provider = _JobDataProvider(this_job.pk) + gt_job_data_provider = _JobDataProvider(gt_job.pk) + + comparator = DatasetComparator(this_job_data_provider, gt_job_data_provider) + if frame_id is not None: + conflicts = comparator.find_frame_gt_conflicts(frame_id=frame_id) + else: + conflicts = comparator.find_gt_conflicts() + + report = AnnotationConflictsReport( + job_id=this_job.id, + job_last_updated=this_job.updated_date, gt_job_last_updated=gt_job.updated_date, conflicts=conflicts ) - -def find_gt_frame_conflicts(current_job: Job, gt_job: Job, *, frame_id: int) -> AnnotationConflictsReport: - this_job_extractor = dm.Dataset.from_extractors(GetCVATDataExtractor(current_job), env=dm_env) - gt_job_extractor = dm.Dataset.from_extractors(GetCVATDataExtractor(gt_job), env=dm_env) - - this_job_frame = this_job_extractor.get(frame_id) - gt_job_frame = gt_job_extractor.get(frame_id) - comparator = dm.ops.DistanceComparator() - conflicts = comparator.match_annotations(this_job_frame, gt_job_frame) - return AnnotationConflictsReport(conflicts) + return _save_report_to_db(report, job=this_job) diff --git a/cvat/apps/engine/quality_control/models.py b/cvat/apps/engine/quality_control/models.py index bdd0835f0f11..c8ab9e928f2f 100644 --- a/cvat/apps/engine/quality_control/models.py +++ b/cvat/apps/engine/quality_control/models.py @@ -5,7 +5,7 @@ from datetime import datetime from enum import Enum from typing import List -from attrs import define, field +from attrs import asdict, define, field class AnnotationConflictType(str, Enum): @@ -16,11 +16,17 @@ class AnnotationConflictType(str, Enum): def __str__(self) -> str: return self.value + @define(kw_only=True) class AnnotationId: # TODO: think if uuids can be provided type: str - index: int + id: int + job_id: int + + def to_dict(self) -> dict: + return asdict(self) + @define(kw_only=True) class AnnotationConflict: @@ -29,6 +35,9 @@ class AnnotationConflict: annotation_ids: List[AnnotationId] = field(factory=list) message: str + def to_dict(self) -> dict: + return asdict(self) + @define(kw_only=True) class AnnotationConflictsReport: @@ -36,3 +45,6 @@ class AnnotationConflictsReport: job_last_updated: datetime gt_job_last_updated: datetime conflicts: List[AnnotationConflict] + + def to_dict(self) -> dict: + return asdict(self) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f89ba3f71da8..f2856060fa7a 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1828,7 +1828,7 @@ def _validate_existence_of_cloud_storage(cloud_storage_id): raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.') -class ConflictsReportSerializer(serializers.ModelSerializer): +class AnnotationConflictsReportSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationConflictsReport fields = ('job_id',) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 505619cc00a3..85b32e79805c 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -57,7 +57,7 @@ from cvat.apps.engine.parsers import TusUploadParser from cvat.apps.engine import quality_control from cvat.apps.engine.serializers import ( - AboutSerializer, AnnotationFileSerializer, BasicUserSerializer, + AboutSerializer, AnnotationConflictsReportSerializer, AnnotationFileSerializer, BasicUserSerializer, DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, FileInfoSerializer, JobReadSerializer, JobWriteSerializer, LabelSerializer, LabeledDataSerializer, @@ -1720,9 +1720,18 @@ def gt_conflicts(self, request, pk): "The ground truth job is not set up for this task. Please create it and try again" ) - conflicts_report = quality_control.conflicts.find_gt_conflicts(this_job, gt_job) + frame_id = request.query_params.get('frame_id', None) + if frame_id is not None: + if not this_job.segment.contains_frame(frame_id): + raise ValidationError("This frame does not belong to this job") - return Response(conflicts_report, status=status.HTTP_200_OK) + if not gt_job.segment.contains_frame(frame_id): + raise ValidationError("This frame does not belong to the Ground Truth job") + + report = quality_control.conflicts.find_gt_conflicts(this_job, gt_job, frame_id=frame_id) + + report_serializer = AnnotationConflictsReportSerializer(report) + return Response(report_serializer.data, status=status.HTTP_200_OK) @extend_schema(tags=['issues']) @extend_schema_view( From fa1e394137e17cf5a030b73208c142d567c0e7d2 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 10 Apr 2023 20:53:44 +0300 Subject: [PATCH 005/257] Fixes --- cvat/apps/dataset_manager/bindings.py | 54 ++- cvat/apps/engine/compare_datasets.py | 201 ++++++++++ ...ationconflict_annotationconflictsreport.py | 34 ++ .../migrations/0070_alter_segment_frames.py | 19 + cvat/apps/engine/models.py | 108 +++++- cvat/apps/engine/quality_control.py | 346 ++++++++++++++++++ cvat/apps/engine/quality_control/__init__.py | 2 - cvat/apps/engine/quality_control/conflicts.py | 229 ------------ cvat/apps/engine/quality_control/models.py | 50 --- cvat/apps/engine/serializers.py | 11 +- cvat/apps/engine/views.py | 10 +- cvat/schema.yml | 87 +++++ tests/python/rest_api/test_jobs.py | 46 +++ 13 files changed, 894 insertions(+), 303 deletions(-) create mode 100644 cvat/apps/engine/compare_datasets.py create mode 100644 cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py create mode 100644 cvat/apps/engine/migrations/0070_alter_segment_frames.py create mode 100644 cvat/apps/engine/quality_control.py delete mode 100644 cvat/apps/engine/quality_control/__init__.py delete mode 100644 cvat/apps/engine/quality_control/conflicts.py delete mode 100644 cvat/apps/engine/quality_control/models.py diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 55ef7e9442a4..195a4df2bb21 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -9,6 +9,7 @@ import sys from collections import namedtuple from functools import reduce +from operator import add from pathlib import Path from types import SimpleNamespace from typing import (Any, Callable, DefaultDict, Dict, Iterable, List, Literal, Mapping, @@ -167,14 +168,14 @@ def _export_attributes(self, attributes): class CommonData(InstanceLabelData): Shape = namedtuple("Shape", 'id, label_id') # 3d LabeledShape = namedtuple( - 'LabeledShape', 'type, frame, label, points, occluded, attributes, source, rotation, group, z_order, elements, outside') + 'LabeledShape', 'id, type, frame, label, points, occluded, attributes, source, rotation, group, z_order, elements, outside') LabeledShape.__new__.__defaults__ = (0, 0, 0, [], False) TrackedShape = namedtuple( - 'TrackedShape', 'type, frame, points, occluded, outside, keyframe, attributes, rotation, source, group, z_order, label, track_id, elements') + 'TrackedShape', 'id, type, frame, points, occluded, outside, keyframe, attributes, rotation, source, group, z_order, label, track_id, elements') TrackedShape.__new__.__defaults__ = (0, 'manual', 0, 0, None, 0, []) - Track = namedtuple('Track', 'label, group, source, shapes, elements') + Track = namedtuple('Track', 'id, label, group, source, shapes, elements') Track.__new__.__defaults__ = ([], ) - Tag = namedtuple('Tag', 'frame, label, attributes, source, group') + Tag = namedtuple('Tag', 'id, frame, label, attributes, source, group') Tag.__new__.__defaults__ = (0, ) Frame = namedtuple( 'Frame', 'idx, id, frame, name, width, height, labeled_shapes, tags, shapes, labels') @@ -284,6 +285,7 @@ def _init_meta(self): def _export_tracked_shape(self, shape): return CommonData.TrackedShape( + id=shape["id"], type=shape["type"], frame=self.abs_frame_id(shape["frame"]), label=self._get_label_name(shape["label_id"]), @@ -302,6 +304,7 @@ def _export_tracked_shape(self, shape): def _export_labeled_shape(self, shape): return CommonData.LabeledShape( + id=shape["id"], type=shape["type"], label=self._get_label_name(shape["label_id"]), frame=self.abs_frame_id(shape["frame"]), @@ -324,6 +327,7 @@ def _export_shape(self, shape): def _export_tag(self, tag): return CommonData.Tag( + id=tag["id"], frame=self.abs_frame_id(tag["frame"]), label=self._get_label_name(tag["label_id"]), group=tag.get("group", 0), @@ -343,6 +347,7 @@ def _export_track(self, track, idx): tracked_shape["label_id"] = track["label_id"] return CommonData.Track( + id=track["id"], label=self._get_label_name(track["label_id"]), group=track["group"], source=track["source"], @@ -1260,8 +1265,18 @@ def map_label(name, parent=''): return label_cat.find(name, parent)[0] class CvatTaskOrJobDataExtractor(dm.SourceExtractor, CVATDataExtractorMixin): - def __init__(self, instance_data: CommonData, include_images=False, format_type=None, dimension=DimensionType.DIM_2D): + def __init__( + self, + instance_data: CommonData, + *, + include_images: bool = False, + format_type: str = None, + dimension: DimensionType = DimensionType.DIM_2D, + **kwargs + ): super().__init__(media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud) + CVATDataExtractorMixin.__init__(self, **kwargs) + instance_meta = instance_data.meta[instance_data.META_FIELD] self._categories = self._load_categories(instance_meta['labels']) self._user = self._load_user_info(instance_meta) if dimension == DimensionType.DIM_3D else {} @@ -1358,8 +1373,18 @@ def map_label(name, parent=''): return label_cat.find(name, parent)[0] label_attrs, map_label, self._format_type, self._dimension) class CVATProjectDataExtractor(dm.Extractor, CVATDataExtractorMixin): - def __init__(self, project_data: ProjectData, include_images: bool = False, format_type: str = None, dimension: DimensionType = DimensionType.DIM_2D): + def __init__( + self, + project_data: ProjectData, + *, + include_images: bool = False, + format_type: str = None, + dimension: DimensionType = DimensionType.DIM_2D, + **kwargs + ): super().__init__(media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud) + CVATDataExtractorMixin.__init__(self, **kwargs) + self._categories = self._load_categories(project_data.meta[project_data.META_FIELD]['labels']) self._user = self._load_user_info(project_data.meta[project_data.META_FIELD]) if dimension == DimensionType.DIM_3D else {} self._dimension = dimension @@ -1467,11 +1492,17 @@ def GetCVATDataExtractor( include_images: bool = False, format_type: str = None, dimension: DimensionType = DimensionType.DIM_2D, + **kwargs ): + kwargs.update({ + 'include_images': include_images, + 'format_type': format_type, + 'dimension': dimension, + }) if isinstance(instance_data, ProjectData): - return CVATProjectDataExtractor(instance_data, include_images, format_type, dimension) + return CVATProjectDataExtractor(instance_data, **kwargs) else: - return CvatTaskOrJobDataExtractor(instance_data, include_images, format_type, dimension) + return CvatTaskOrJobDataExtractor(instance_data, **kwargs) class CvatImportError(Exception): pass @@ -1515,7 +1546,6 @@ def get_defaulted_subset(subset: str, subsets: List[str]) -> str: class CvatToDmAnnotationConverter: def __init__(self, cvat_frame_anno: CommonData.Frame, - *, label_attrs, map_label, format_name=None, @@ -1557,7 +1587,7 @@ def _convert_tag(self, tag: CommonData.Tag) -> Iterable[dm.Annotation]: return [dm.Label(label=anno_label, attributes=anno_attr, group=anno_group)] def _convert_tags(self, tags) -> Iterable[dm.Annotation]: - return map(self._convert_tag, tags) + return reduce(add, map(self._convert_tag, tags), []) def _convert_shape(self, shape: CommonData.LabeledShape, *, index: int @@ -1652,7 +1682,7 @@ def _convert_shape(self, return [anno] - def _convert_shapes(self, shapes) -> Iterable[dm.Annotation]: + def _convert_shapes(self, shapes: List[CommonData.LabeledShape]) -> Iterable[dm.Annotation]: dm_anno = [] self.num_of_tracks = reduce( @@ -1662,7 +1692,7 @@ def _convert_shapes(self, shapes) -> Iterable[dm.Annotation]: ) for index, shape in enumerate(shapes): - dm_anno.append(shape, index=index) + dm_anno.extend(self._convert_shape(shape, index=index)) return dm_anno diff --git a/cvat/apps/engine/compare_datasets.py b/cvat/apps/engine/compare_datasets.py new file mode 100644 index 000000000000..2a1a459646d3 --- /dev/null +++ b/cvat/apps/engine/compare_datasets.py @@ -0,0 +1,201 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +import argparse +from datetime import datetime +from enum import Enum +import json +import sys +from typing import List +from attrs import asdict, define, field + +import datumaro as dm + + +class AnnotationConflictType(str, Enum): + MISSING_ANNOTATION = 'missing_annotation' + EXTRA_ANNOTATION = 'extra_annotation' + MISMATCHING_ANNOTATION = 'mismatching_annotation' + + def __str__(self) -> str: + return self.value + + +@define(kw_only=True) +class AnnotationId: + # TODO: think if uuids can be provided + type: str + id: int + + def to_dict(self) -> dict: + return asdict(self) + + +@define(kw_only=True) +class AnnotationConflict: + frame_id: int + type: AnnotationConflictType + annotation_ids: List[AnnotationId] = field(factory=list) + message: str + + def to_dict(self) -> dict: + return asdict(self) + + +@define(kw_only=True) +class AnnotationConflictsReport: + job_id: int + job_last_updated: datetime + gt_job_last_updated: datetime + conflicts: List[AnnotationConflict] + + def to_dict(self) -> dict: + return asdict(self) + + +class _DistanceComparator(dm.ops.DistanceComparator): + def match_annotations(self, item_a, item_b): + return {t: self._match_ann_type(t, item_a, item_b) for t in dm.AnnotationType} + + def _match_ann_type(self, t, *args): + # pylint: disable=no-value-for-parameter + if t == dm.AnnotationType.label: + return self.match_labels(*args) + elif t == dm.AnnotationType.bbox: + return self.match_boxes(*args) + elif t == dm.AnnotationType.polygon: + return self.match_polygons(*args) + elif t == dm.AnnotationType.mask: + return self.match_masks(*args) + elif t == dm.AnnotationType.points: + return self.match_points(*args) + elif t == dm.AnnotationType.polyline: + return self.match_lines(*args) + # pylint: enable=no-value-for-parameter + else: + return None + +class DatasetComparator: + def __init__(self, + this_dataset: dm.Dataset, + gt_dataset: dm.Dataset + ) -> None: + self._this_dataset = this_dataset + self._gt_dataset = gt_dataset + self._comparator = _DistanceComparator() + + def _dm_ann_to_ann_id(self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset): + if dataset is self._this_dataset: + source = 'this' + else: + source = 'gt' + + ann_idx = item.annotations.index(ann) + + return AnnotationId(type=source, id=ann_idx) + + def find_gt_conflicts(self) -> List[AnnotationConflict]: + this_job_dataset = self._this_dataset + gt_job_dataset = self._gt_dataset + + conflicts = [] + for gt_item in gt_job_dataset: + this_item = this_job_dataset.get(gt_item.id) + if not this_item: + continue # we need to compare only intersecting frames + + frame_id = this_item.id + frame_results = self._comparator.match_annotations(gt_item, this_item) + + conflicts.extend(self._generate_frame_annotation_conflicts( + frame_id, frame_results, this_item, gt_item + )) + + return conflicts + + def _generate_frame_annotation_conflicts( + self, frame_id: int, frame_results, this_item, gt_item + ) -> List[AnnotationConflict]: + conflicts = [] + + merged_results = [[], [], [], []] + for shape_type in [ + dm.AnnotationType.bbox, dm.AnnotationType.mask, + dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline + ]: + for merged_field, field in zip(merged_results, frame_results[shape_type]): + merged_field.extend(field) + + _, mispred, gt_unmatched, this_unmatched = merged_results + + for unmatched_ann in gt_unmatched: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISSING_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(unmatched_ann, gt_item, self._gt_dataset) + ] + }, + )) + + for unmatched_ann in this_unmatched: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.EXTRA_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(unmatched_ann, this_item, self._this_dataset) + ] + }, + )) + + for gt_ann, this_ann in mispred: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), + self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), + ], + 'kind': 'mismatching_label', + 'value1': gt_ann.label, + 'value2': this_ann.label, + }, + )) + + # TODO: Need to check for mismatching attributes + # for gt_ann, this_ann in matches: + # + # conflicts.append(AnnotationConflict( + # frame_id=gt_job_data_provider.dm_item_id_to_frame_id(error.item_id), + # type=AnnotationConflictType.MISMATCHING_ANNOTATION, + # data={ + # 'kind': 'mismatching_shape_attribute', + # 'attribute': error.key, + # 'value1': error.a, + # 'value2': error.b, + # }, + # message=str(error) + # )) + + return conflicts + +def main(args=None): + parser = argparse.ArgumentParser() + args = parser.parse_args(args) + + this_dataset = dm.Dataset.import_from(args.this_dataset) + other_dataset = dm.Dataset.import_from(args.gt_dataset) + + conflicts = DatasetComparator(this_dataset, other_dataset).find_gt_conflicts() + + with open(args.output_file, 'w') as f: + json.dump(conflicts, f) + + return 0 + +if __name__ == '__main__': + sys.exit(main()) \ No newline at end of file diff --git a/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py b/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py new file mode 100644 index 000000000000..e1035bc5b5d5 --- /dev/null +++ b/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py @@ -0,0 +1,34 @@ +# Generated by Django 3.2.18 on 2023-04-10 17:50 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0068_auto_20230406_1333'), + ] + + operations = [ + migrations.CreateModel( + name='AnnotationConflictsReport', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('job_last_updated', models.DateTimeField()), + ('gt_job_last_updated', models.DateTimeField()), + ('job', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_conflict_reports', to='engine.job')), + ], + ), + migrations.CreateModel( + name='AnnotationConflict', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('frame_id', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_annotation', 'MISMATCHING_ANNOTATION')], max_length=32)), + ('message', models.CharField(blank=True, default='', max_length=1024)), + ('data', models.JSONField()), + ('report', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='engine.annotationconflictsreport')), + ], + ), + ] diff --git a/cvat/apps/engine/migrations/0070_alter_segment_frames.py b/cvat/apps/engine/migrations/0070_alter_segment_frames.py new file mode 100644 index 000000000000..6e0bc5e62315 --- /dev/null +++ b/cvat/apps/engine/migrations/0070_alter_segment_frames.py @@ -0,0 +1,19 @@ +# Generated by Django 3.2.18 on 2023-04-10 19:07 + +import cvat.apps.engine.models +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0069_annotationconflict_annotationconflictsreport'), + ] + + operations = [ + migrations.AlterField( + model_name='segment', + name='frames', + field=cvat.apps.engine.models.IntArrayField(blank=True, default=''), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 1a95cfe9cd40..bc2cf1e5d318 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -10,7 +10,7 @@ import shutil from enum import Enum from functools import cached_property -from typing import Optional +from typing import Any, Dict, Optional from django.conf import settings from django.contrib.auth.models import User @@ -21,7 +21,6 @@ from drf_spectacular.types import OpenApiTypes from drf_spectacular.utils import extend_schema_field -from cvat.apps.engine import quality_control from cvat.apps.engine.utils import parse_specific_attributes from cvat.apps.organizations.models import Organization from cvat.apps.events.utils import cache_deleted @@ -422,7 +421,7 @@ def get_tmp_dirname(self): @cached_property def gt_job(self) -> Optional[Job]: try: - return Job.objects.get(task=self, type=JobType.GROUND_TRUTH) + return Job.objects.get(segment__task=self, type=JobType.GROUND_TRUTH) except Job.DoesNotExist: return None @@ -506,7 +505,7 @@ class Segment(models.Model): type = models.CharField(choices=SegmentType.choices(), default=SegmentType.RANGE, max_length=32) # SegmentType.SPECIFIC_FRAMES fields - frames = IntArrayField(store_sorted=True, unique_values=True, null=True) + frames = IntArrayField(store_sorted=True, unique_values=True, default='', blank=True) def contains_frame(self, idx: int) -> bool: if self.type == SegmentType.RANGE: @@ -950,21 +949,118 @@ class Meta: default_permissions = () -class AnnotationConflictType(quality_control.models.AnnotationConflictType): +class AnnotationConflictType(str, Enum): + MISSING_ANNOTATION = 'missing_annotation' + EXTRA_ANNOTATION = 'extra_annotation' + MISMATCHING_ANNOTATION = 'mismatching_annotation' + + def __str__(self) -> str: + return self.value + @classmethod def choices(cls): return tuple((x.value, x.name) for x in cls) +class MismatchingAnnotationKind(str, Enum): + ATTRIBUTE = 'attribute' + LABEL = 'label' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + class AnnotationConflictsReport(models.Model): job = models.ForeignKey(Job, on_delete=models.CASCADE, related_name='annotation_conflict_reports') job_last_updated = models.DateTimeField() gt_job_last_updated = models.DateTimeField() + class AnnotationConflict(models.Model): report = models.ForeignKey(AnnotationConflictsReport, on_delete=models.CASCADE, related_name='conflicts') - frame_id = models.IntegerField() + frame_id = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) message = models.CharField(max_length=1024, blank=True, default="") data = models.JSONField() + + def clean(self): + class _AnnotationType(str, Enum): + TAG = 'tag' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + ShapeType.choices() + + class _MismatchingAnnotationConflict(models.Model): + kind = models.CharField(max_length=32, choices=MismatchingAnnotationKind.choices()) + expected = models.CharField(max_length=64, blank=True, null=True) + actual = models.CharField(max_length=64, blank=True, null=True) + + # KIND = ATTRIBUTE fields + attribute = models.CharField(max_length=64, null=True, blank=True, default=None) + + def clean(self) -> None: + if self.kind != MismatchingAnnotationKind.ATTRIBUTE: + if self.attribute is not None: + raise ValidationError( + "The 'attribute' field can only be used " + f"with the '{MismatchingAnnotationKind.ATTRIBUTE}' kind" + ) + else: + if not isinstance(self.attribute, str): + raise ValidationError("The 'attribute' field is required") + + if not self.attribute: + raise ValidationError("The 'attribute' field can not be empty") + + class _AnnotationId(models.Model): + my_id = models.AutoField(primary_key=True) # avoid name collision + id = models.PositiveIntegerField() + job_id = models.PositiveIntegerField() + type = models.CharField(max_length=32, choices=_AnnotationType.choices()) + + def _validate_annotation_ids(extra_data: Dict[str, Any], *, required_count: int): + annotation_ids = extra_data.pop('annotation_ids', None) + if annotation_ids is None: + raise ValidationError("Annotation ids must be provided") + elif not isinstance(annotation_ids, list): + raise ValidationError("Annotation ids must be a list") + else: + if len(annotation_ids) != required_count: + raise ValidationError(f"Expected exactly {required_count} annotation ids") + + for ann_id in annotation_ids: + if not isinstance(ann_id, dict): + raise ValidationError("Annotation ids must be a list of dicts") + _AnnotationId(**ann_id).full_clean() + + return annotation_ids + + if self.type == AnnotationConflictType.MISMATCHING_ANNOTATION: + if self.data is None: + raise ValidationError(f"Extra info must be provided in the 'data' field") + extra_data = self.data.copy() + + _validate_annotation_ids(extra_data, required_count=2) + + _MismatchingAnnotationConflict(**extra_data).full_clean() + + elif self.type in [ + AnnotationConflictType.EXTRA_ANNOTATION, AnnotationConflictType.MISSING_ANNOTATION + ]: + if self.data is None: + raise ValidationError(f"Extra info must be provided in the 'data' field") + extra_data = self.data.copy() + + _validate_annotation_ids(extra_data, required_count=1) + + else: + raise ValidationError(f"Unknown conflict type {self.type}") diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py new file mode 100644 index 000000000000..5391ea28b4df --- /dev/null +++ b/cvat/apps/engine/quality_control.py @@ -0,0 +1,346 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from typing import Hashable, Iterator, List, Optional, Union + +from attrs import asdict, define +import datumaro as dm +from django.db import transaction + +from cvat.apps.dataset_manager.task import JobAnnotation +from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, + GetCVATDataExtractor, JobData) +from cvat.apps.dataset_manager.formats.registry import dm_env +from cvat.apps.profiler import silk_profile + +from .models import (AnnotationConflictsReport, AnnotationConflict, + AnnotationConflictType, Job, MismatchingAnnotationKind) + + +@define(kw_only=True) +class AnnotationId: + # TODO: think if uuids can be provided + type: str + id: int + job_id: int + + def to_dict(self) -> dict: + return asdict(self) + + +class _JobDataProvider: + @transaction.atomic + def __init__(self, job_id: int) -> None: + self.job_id = job_id + self.job_annotation = JobAnnotation(job_id) + self.job_annotation.init_from_db() + self.job_data = JobData( + annotation_ir=self.job_annotation.ir_data, + db_job=self.job_annotation.db_job + ) + + self._annotation_memo = _MemoizingAnnotationConverterFactory() + extractor = GetCVATDataExtractor(self.job_data, + convert_annotations=self._annotation_memo) + self.dm_dataset = dm.Dataset.from_extractors(extractor, env=dm_env) + + def dm_item_id_to_frame_id(self, item_id: str) -> int: + return self.job_data.match_frame(item_id) + + def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: + source_ann = self._annotation_memo.get_source_ann(ann) + ann_type = 'tag' if isinstance(ann, CommonData.Tag) else source_ann.type + return AnnotationId(id=source_ann.id, type=ann_type, job_id=self.job_id) + + +class _MemoizingAnnotationConverterFactory: + def __init__(self): + self._annotation_mapping = {} # dm annotation -> cvat annotation + + def remember_conversion(self, cvat_ann, dm_anns): + for dm_ann in dm_anns: + self._annotation_mapping[self._make_key(dm_ann)] = cvat_ann + + def _make_key(self, dm_ann: dm.Annotation) -> Hashable: + return id(dm_ann) + + def get_source_ann( + self, dm_ann: dm.Annotation + ) -> Union[CommonData.Tag, CommonData.LabeledShape]: + return self._annotation_mapping[self._make_key(dm_ann)] + + def clear(self): + self._annotation_mapping.clear() + + def __call__(self, *args, **kwargs) -> List[dm.Annotation]: + converter = _MemoizingAnnotationConverter(*args, factory=self, **kwargs) + return converter.convert() + +class _MemoizingAnnotationConverter(CvatToDmAnnotationConverter): + def __init__(self, + *args, + factory: _MemoizingAnnotationConverterFactory, + **kwargs + ) -> None: + super().__init__(*args, **kwargs) + self._factory = factory + + def _convert_tag(self, tag): + converted = list(super()._convert_tag(tag)) + self._factory.remember_conversion(tag, converted) + return converted + + def _convert_shape(self, shape, *, index): + converted = list(super()._convert_shape(shape, index=index)) + self._factory.remember_conversion(shape, converted) + return converted + + +@transaction.atomic +def _save_report_to_db( + report: AnnotationConflictsReport, conflicts: List[AnnotationConflict] +)-> AnnotationConflictsReport: + report.full_clean() + report.save() + + for c in conflicts: + c.report = report + + if annotation_ids := c.data.get('annotation_ids'): + c.data['annotation_ids'] = [a.to_dict() for a in annotation_ids] + c.full_clean() + + AnnotationConflict.objects.bulk_create(conflicts) + + return report + + +class _DistanceComparator(dm.ops.DistanceComparator): + def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): + a_attrs = ann_a.attributes + b_attrs = ann_b.attributes + + matches = [] + mismatches = [] + a_extra = [] + b_extra = [] + + notfound = object() + + for k in a_attrs.keys() | b_attrs.keys(): + a_attr = a_attrs.get(k, notfound) + b_attr = b_attrs.get(k, notfound) + + if a_attr is notfound: + b_extra.append(k) + elif b_attr is notfound: + a_extra.append(k) + elif a_attr == b_attr: + matches.append(k) + else: + mismatches.append(k) + + return matches, mismatches, a_extra, b_extra + + def match_annotations(self, item_a, item_b): + return {t: self._match_ann_type(t, item_a, item_b) for t in dm.AnnotationType} + + def _match_ann_type(self, t, *args): + # pylint: disable=no-value-for-parameter + if t == dm.AnnotationType.label: + return self.match_labels(*args) + elif t == dm.AnnotationType.bbox: + return self.match_boxes(*args) + elif t == dm.AnnotationType.polygon: + return self.match_polygons(*args) + elif t == dm.AnnotationType.mask: + return self.match_masks(*args) + elif t == dm.AnnotationType.points: + # TODO: test and fix point comparison + a_points = self._get_ann_type(dm.AnnotationType.points, args[0]) + b_points = self._get_ann_type(dm.AnnotationType.points, args[1]) + if not a_points and not b_points: + return [], [], [], [] + return self.match_points(*args) + elif t == dm.AnnotationType.polyline: + return self.match_lines(*args) + # pylint: enable=no-value-for-parameter + else: + return None + +class DatasetComparator: + def __init__(self, + this_job_data_provider: _JobDataProvider, + gt_job_data_provider: _JobDataProvider + ) -> None: + self._this_job_data_provider = this_job_data_provider + self._gt_job_data_provider = gt_job_data_provider + self._comparator = _DistanceComparator() + + def _iterate_datasets(self) -> Iterator: + this_job_dataset = self._this_job_data_provider.dm_dataset + gt_job_dataset = self._gt_job_data_provider.dm_dataset + + for gt_item in gt_job_dataset: + this_item = this_job_dataset.get(gt_item.id) + if not this_item: + continue # we need to compare only intersecting frames + + yield this_item, gt_item + + def find_gt_conflicts(self) -> List[AnnotationConflict]: + conflicts = [] + + for this_item, gt_item in self._iterate_datasets(): + frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) + frame_results = self._comparator.match_annotations(gt_item, this_item) + + conflicts.extend(self._generate_frame_annotation_conflicts(frame_id, frame_results)) + + return conflicts + + def find_frame_gt_conflicts(self, frame_id: int) -> List[AnnotationConflict]: + conflicts = [] + + for this_item, gt_item in self._iterate_datasets(): + _frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) + if frame_id != _frame_id: + # TODO: find more optimal way + continue + + frame_results = self._comparator.match_annotations(gt_item, this_item) + + conflicts.extend(self._generate_frame_annotation_conflicts(_frame_id, frame_results)) + + break + + return conflicts + + def _generate_frame_annotation_conflicts( + self, frame_id: int, frame_results + ) -> List[AnnotationConflict]: + conflicts = [] + + merged_results = [[], [], [], []] + for shape_type in [ + dm.AnnotationType.bbox, dm.AnnotationType.mask, + dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline + ]: + for merged_field, field in zip(merged_results, frame_results[shape_type]): + merged_field.extend(field) + + matches, mismatches, gt_unmatched, this_unmatched = merged_results + + for unmatched_ann in gt_unmatched: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISSING_ANNOTATION, + data={ + 'annotation_ids': [ + self._gt_job_data_provider.dm_ann_to_ann_id(unmatched_ann) + ] + }, + )) + + for unmatched_ann in this_unmatched: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.EXTRA_ANNOTATION, + data={ + 'annotation_ids': [ + self._this_job_data_provider.dm_ann_to_ann_id(unmatched_ann) + ] + }, + )) + + for gt_ann, this_ann in mismatches: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._this_job_data_provider.dm_ann_to_ann_id(this_ann), + self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), + ], + 'kind': MismatchingAnnotationKind.LABEL, + 'expected': gt_ann.label, + 'actual': this_ann.label, + }, + )) + + for gt_ann, this_ann in matches: + # Datumaro wont match attributes + _, attr_mismatches, attr_gt_extra, attr_this_extra = \ + self._comparator.match_attrs(gt_ann, this_ann) + + for mismatched_attr in attr_mismatches: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._this_job_data_provider.dm_ann_to_ann_id(this_ann), + self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': gt_ann.attributes[mismatched_attr], + 'actual': this_ann.attributes[mismatched_attr], + }, + )) + + for extra_attr in attr_gt_extra: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._this_job_data_provider.dm_ann_to_ann_id(this_ann), + self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': gt_ann.attributes[extra_attr], + 'actual': None, + }, + )) + + for extra_attr in attr_this_extra: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._this_job_data_provider.dm_ann_to_ann_id(this_ann), + self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': None, + 'actual': this_ann.attributes[extra_attr], + }, + )) + + return conflicts + + +@silk_profile() +def find_gt_conflicts( + this_job: Job, gt_job: Job, *, frame_id: Optional[int] = None +) -> AnnotationConflictsReport: + this_job_data_provider = _JobDataProvider(this_job.pk) + gt_job_data_provider = _JobDataProvider(gt_job.pk) + + comparator = DatasetComparator(this_job_data_provider, gt_job_data_provider) + if frame_id is not None: + conflicts = comparator.find_frame_gt_conflicts(frame_id=frame_id) + else: + conflicts = comparator.find_gt_conflicts() + + report = AnnotationConflictsReport( + job=this_job, + job_last_updated=this_job.updated_date, + gt_job_last_updated=gt_job.updated_date, + ) + return _save_report_to_db(report, conflicts) diff --git a/cvat/apps/engine/quality_control/__init__.py b/cvat/apps/engine/quality_control/__init__.py deleted file mode 100644 index 48805af7b84a..000000000000 --- a/cvat/apps/engine/quality_control/__init__.py +++ /dev/null @@ -1,2 +0,0 @@ -from . import models -from . import conflicts \ No newline at end of file diff --git a/cvat/apps/engine/quality_control/conflicts.py b/cvat/apps/engine/quality_control/conflicts.py deleted file mode 100644 index 56840faf3c17..000000000000 --- a/cvat/apps/engine/quality_control/conflicts.py +++ /dev/null @@ -1,229 +0,0 @@ -# Copyright (C) 2023 CVAT.ai Corporation -# -# SPDX-License-Identifier: MIT - -from typing import Hashable, List, Optional, Union - -import datumaro as dm -from django.db import transaction - -from cvat.apps.dataset_manager.task import JobAnnotation -from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, - GetCVATDataExtractor, JobData) -from cvat.apps.dataset_manager.formats.registry import dm_env -import cvat.apps.engine.models as db_models - -from .models import (AnnotationConflictsReport, AnnotationConflict, AnnotationConflictType, - AnnotationId) - - -class _JobDataProvider: - def __init__(self, job_id: int) -> None: - self.job_id = job_id - self.job_annotation = JobAnnotation(job_id) - self.job_data = JobData( - annotation_ir=self.job_annotation.ir_data, - db_job=self.job_annotation.db_job - ) - - self._annotation_memo = _MemoizingAnnotationConverterFactory() - extractor = GetCVATDataExtractor(self.job_data) - extractor.convert_annotations = self._annotation_memo - self.dm_dataset = dm.Dataset.from_extractors(extractor, env=dm_env) - - def dm_item_id_to_frame_id(self, item_id: str) -> int: - return self.job_data.match_frame(item_id) - - def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: - source_ann = self._annotation_memo.get_source_ann(ann) - ann_type = 'tag' if isinstance(ann, CommonData.Tag) else source_ann.type - return AnnotationId(id=source_ann.id, type=ann_type, job_id=self.job_id) - - -class _MemoizingAnnotationConverterFactory: - def __init__(self): - self._annotation_mapping = {} # dm annotation -> cvat annotation - - def remember_conversion(self, cvat_ann, dm_anns): - for dm_ann in dm_anns: - self._annotation_mapping[self._make_key(dm_ann)] = cvat_ann - - def _make_key(self, dm_ann: dm.Annotation) -> Hashable: - return id(dm_ann) - - def get_source_ann( - self, dm_ann: dm.Annotation - ) -> Union[CommonData.Tag, CommonData.LabeledShape]: - return self._annotation_mapping[self._make_key(dm_ann)] - - def clear(self): - self._annotation_mapping.clear() - - def convert_cvat_anno_to_dm(self, *args, **kwargs) -> List[dm.Annotation]: - self.clear() # old annotations will be irrelevant - - converter = _MemoizingAnnotationConverter(*args, factory=self, **kwargs) - return converter.convert() - -class _MemoizingAnnotationConverter(CvatToDmAnnotationConverter): - def __init__(self, - cvat_frame_anno: CommonData.Frame, - *, - factory: _MemoizingAnnotationConverterFactory, - **kwargs - ) -> None: - super().__init__(cvat_frame_anno, **kwargs) - self._factory = factory - - def _convert_tag(self, tag): - converted = list(super()._convert_tag(tag)) - self._factory.remember_conversion(tag, converted.copy()) - return converted - - def _convert_shape(self, shape, *, index): - converted = list(super()._convert_shape(shape, index=index)) - self._factory.remember_conversion(shape, converted.copy()) - return converted - - -@transaction.atomic -def _save_report_to_db( - report: AnnotationConflictsReport, job: db_models.Job -) -> db_models.AnnotationConflictsReport: - db_report = db_models.AnnotationConflictsReport.objects.create(**report.to_dict(), job=job) - db_report.conflicts = db_models.AnnotationConflict.objects.bulk_create([ - db_models.AnnotationConflict(**conflict.to_dict(), ) - for conflict in report.conflicts - ]) - return db_report - - -class DatasetComparator: - def __init__(self, - this_job_data_provider: _JobDataProvider, - gt_job_data_provider: _JobDataProvider - ) -> None: - self._this_job_data_provider = this_job_data_provider - self._gt_job_data_provider = gt_job_data_provider - self._comparator = dm.ops.DistanceComparator() - - def find_gt_conflicts(self) -> List[AnnotationConflict]: - this_job_dataset = self._gt_job_data_provider.dm_dataset - gt_job_dataset = self._gt_job_data_provider.dm_dataset - - conflicts = [] - for gt_item in gt_job_dataset: - this_item = this_job_dataset.get(gt_item.id) - if not this_item: - continue # we need to compare only intersecting frames - - frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) - frame_results = self._comparator.match_annotations(gt_item, this_item) - - conflicts.extend(self._generate_frame_annotation_conflicts(frame_id, frame_results)) - - return conflicts - - def find_frame_gt_conflicts(self, frame_id: int) -> List[AnnotationConflict]: - this_job_dataset = self._gt_job_data_provider.dm_dataset - gt_job_dataset = self._gt_job_data_provider.dm_dataset - - conflicts = [] - - for gt_item in gt_job_dataset: - this_item = this_job_dataset.get(gt_item.id) - if not this_item: - continue # we need to compare only intersecting frames - - _frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) - if frame_id != _frame_id: - # TODO: find more optimal way - continue - - frame_results = self._comparator.match_annotations(gt_item, this_item) - - conflicts.extend(self._generate_frame_annotation_conflicts(_frame_id, frame_results)) - - break - - return conflicts - - def _generate_frame_annotation_conflicts(self, frame_id, frame_results): - conflicts = [] - - merged_results = [[], [], [], []] - for shape_type in [ - dm.AnnotationType.bbox, dm.AnnotationType.mask, - dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline - ]: - for merged_field, field in zip(merged_results, frame_results[shape_type]): - merged_field.extend(field) - - _, mispred, gt_unmatched, this_unmatched = merged_results - - for unmatched_ann in gt_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISSING_ANNOTATION, - annotation_ids=[self._gt_job_data_provider.dm_ann_to_ann_id(unmatched_ann)], - )) - - for unmatched_ann in this_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.EXTRA_ANNOTATION, - annotation_ids=[self._this_job_data_provider.dm_ann_to_ann_id(unmatched_ann)], - )) - - for gt_ann, this_ann in mispred: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - annotation_ids=[ - self._this_job_data_provider.dm_ann_to_ann_id(this_ann), - self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), - ], - data={ - 'kind': 'mismatching_label', - 'value1': gt_ann.label, - 'value2': this_ann.label, - }, - )) - - # TODO: Need to check for mismatching attributes - # for gt_ann, this_ann in matches: - # - # conflicts.append(AnnotationConflict( - # frame_id=gt_job_data_provider.dm_item_id_to_frame_id(error.item_id), - # type=AnnotationConflictType.MISMATCHING_ANNOTATION, - # data={ - # 'kind': 'mismatching_shape_attribute', - # 'attribute': error.key, - # 'value1': error.a, - # 'value2': error.b, - # }, - # message=str(error) - # )) - - return conflicts - - -def find_gt_conflicts( - this_job: db_models.Job, gt_job: db_models.Job, *, frame_id: Optional[int] = None -) -> db_models.AnnotationConflictsReport: - this_job_data_provider = _JobDataProvider(this_job.pk) - gt_job_data_provider = _JobDataProvider(gt_job.pk) - - comparator = DatasetComparator(this_job_data_provider, gt_job_data_provider) - if frame_id is not None: - conflicts = comparator.find_frame_gt_conflicts(frame_id=frame_id) - else: - conflicts = comparator.find_gt_conflicts() - - report = AnnotationConflictsReport( - job_id=this_job.id, - job_last_updated=this_job.updated_date, - gt_job_last_updated=gt_job.updated_date, - conflicts=conflicts - ) - return _save_report_to_db(report, job=this_job) diff --git a/cvat/apps/engine/quality_control/models.py b/cvat/apps/engine/quality_control/models.py deleted file mode 100644 index c8ab9e928f2f..000000000000 --- a/cvat/apps/engine/quality_control/models.py +++ /dev/null @@ -1,50 +0,0 @@ -# Copyright (C) 2023 CVAT.ai Corporation -# -# SPDX-License-Identifier: MIT - -from datetime import datetime -from enum import Enum -from typing import List -from attrs import asdict, define, field - - -class AnnotationConflictType(str, Enum): - MISSING_ANNOTATION = 'missing_annotation' - EXTRA_ANNOTATION = 'extra_annotation' - MISMATCHING_ANNOTATION = 'mismatching_annotation' - - def __str__(self) -> str: - return self.value - - -@define(kw_only=True) -class AnnotationId: - # TODO: think if uuids can be provided - type: str - id: int - job_id: int - - def to_dict(self) -> dict: - return asdict(self) - - -@define(kw_only=True) -class AnnotationConflict: - frame_id: int - type: AnnotationConflictType - annotation_ids: List[AnnotationId] = field(factory=list) - message: str - - def to_dict(self) -> dict: - return asdict(self) - - -@define(kw_only=True) -class AnnotationConflictsReport: - job_id: int - job_last_updated: datetime - gt_job_last_updated: datetime - conflicts: List[AnnotationConflict] - - def to_dict(self) -> dict: - return asdict(self) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f2856060fa7a..43c5aba85109 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -649,7 +649,7 @@ def create(self, validated_data): if invalid_ids: raise serializers.ValidationError( "The following frames are not included " - f"in the task: {','.join(invalid_ids)}" + f"in the task: {','.join(map(str, invalid_ids))}" ) else: raise serializers.ValidationError( @@ -1828,8 +1828,15 @@ def _validate_existence_of_cloud_storage(cloud_storage_id): raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.') +class AnnotationConflictSerializer(serializers.ModelSerializer): + class Meta: + model = models.AnnotationConflict + fields = ('frame_id', 'type', 'message', 'data') + class AnnotationConflictsReportSerializer(serializers.ModelSerializer): + conflicts = AnnotationConflictSerializer(many=True, default=[]) + class Meta: model = models.AnnotationConflictsReport - fields = ('job_id',) + fields = ('job_id', 'job_last_updated', 'gt_job_last_updated', 'conflicts') read_only_fields = fields diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 85b32e79805c..4c52e2e07d58 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -43,6 +43,7 @@ import cvat.apps.dataset_manager as dm import cvat.apps.dataset_manager.views # pylint: disable=unused-import +import cvat.apps.engine.quality_control as qc from cvat.apps.engine.cloud_provider import db_storage_to_storage_instance from cvat.apps.dataset_manager.bindings import CvatImportError from cvat.apps.dataset_manager.serializers import DatasetFormatsSerializer @@ -55,7 +56,6 @@ ) from cvat.apps.engine.models import CloudStorage as CloudStorageModel from cvat.apps.engine.parsers import TusUploadParser -from cvat.apps.engine import quality_control from cvat.apps.engine.serializers import ( AboutSerializer, AnnotationConflictsReportSerializer, AnnotationFileSerializer, BasicUserSerializer, DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, @@ -1709,6 +1709,10 @@ def preview(self, request, pk): return data_getter(request, self._object.segment.start_frame, self._object.segment.stop_frame, self._object.segment.task.data) + @extend_schema( + parameters=[OpenApiParameter('frame_id', OpenApiTypes.INT)], + responses=AnnotationConflictsReportSerializer + ) @action(detail=True, methods=['GET'], url_path='gt_conflicts', serializer_class=None) def gt_conflicts(self, request, pk): # TODO: add automatic type inference to get_object @@ -1722,13 +1726,15 @@ def gt_conflicts(self, request, pk): frame_id = request.query_params.get('frame_id', None) if frame_id is not None: + frame_id = int(frame_id) + if not this_job.segment.contains_frame(frame_id): raise ValidationError("This frame does not belong to this job") if not gt_job.segment.contains_frame(frame_id): raise ValidationError("This frame does not belong to the Ground Truth job") - report = quality_control.conflicts.find_gt_conflicts(this_job, gt_job, frame_id=frame_id) + report = qc.find_gt_conflicts(this_job, gt_job, frame_id=frame_id) report_serializer = AnnotationConflictsReportSerializer(report) return Response(report_serializer.data, status=status.HTTP_200_OK) diff --git a/cvat/schema.yml b/cvat/schema.yml index 51865b93341f..423f9678f8a7 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -2599,6 +2599,49 @@ paths: description: Exporting has been started '405': description: Format is not available + /api/jobs/{id}/gt_conflicts: + get: + operationId: jobs_retrieve_gt_conflicts + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: query + name: frame_id + schema: + type: integer + - in: path + name: id + schema: + type: integer + description: A unique integer value identifying this job. + required: true + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - jobs + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/AnnotationConflictsReport' + description: '' /api/jobs/{id}/preview: get: operationId: jobs_retrieve_preview @@ -6621,6 +6664,50 @@ components: - description - name - version + AnnotationConflict: + type: object + properties: + frame_id: + type: integer + maximum: 2147483647 + minimum: 0 + type: + $ref: '#/components/schemas/AnnotationConflictTypeEnum' + message: + type: string + maxLength: 1024 + data: + type: object + additionalProperties: {} + required: + - data + - frame_id + - type + AnnotationConflictTypeEnum: + enum: + - missing_annotation + - extra_annotation + - mismatching_annotation + type: string + AnnotationConflictsReport: + type: object + properties: + job_id: + type: integer + readOnly: true + job_last_updated: + type: string + format: date-time + readOnly: true + gt_job_last_updated: + type: string + format: date-time + readOnly: true + conflicts: + type: array + items: + $ref: '#/components/schemas/AnnotationConflict' + default: [] AnnotationFileRequest: type: object properties: diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index b37f241e9675..e05f3435e364 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -194,6 +194,52 @@ def test_cannot_destroy_normal_job(self, admin_user, jobs): self._test_destroy_job_fails(admin_user, job_id, expected_status=HTTPStatus.BAD_REQUEST) +@pytest.mark.usefixtures("restore_db_per_function") +class TestGtComparison: + def test_can_compare_normal_with_gt_job(self, admin_user, tasks, jobs): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == "annotation" + and t["size"] > job_frame_count + ) + task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "manual", + "frames": job_frame_ids, + } + + with make_api_client(user) as api_client: + (gt_job, _) = api_client.jobs_api.create(job_write_request=job_spec) + + normal_job = next( + j + for j in jobs + if j["task_id"] == task_id + and j["type"] == "normal" + and set(job_frame_ids) & set(range(j["start_frame"], j["stop_frame"])) + ) + + with make_api_client(user) as api_client: + (report, response) = api_client.jobs_api.retrieve_gt_conflicts(normal_job["id"]) + assert response.status == HTTPStatus.OK + + assert len(report.conflicts) > 0 + + @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobs: def _test_get_job_200(self, user, jid, data, **kwargs): From 265eab013f7e3583eb2f0b5fdb587433fc4b82a6 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 11 Apr 2023 17:04:57 +0300 Subject: [PATCH 006/257] Move dataset checking script --- ...compare_datasets.py => compare_datasets.py | 92 ++++++++++++++----- 1 file changed, 71 insertions(+), 21 deletions(-) rename cvat/apps/engine/compare_datasets.py => compare_datasets.py (63%) diff --git a/cvat/apps/engine/compare_datasets.py b/compare_datasets.py similarity index 63% rename from cvat/apps/engine/compare_datasets.py rename to compare_datasets.py index 2a1a459646d3..1c3b8a9a9e0b 100644 --- a/cvat/apps/engine/compare_datasets.py +++ b/compare_datasets.py @@ -22,6 +22,14 @@ def __str__(self) -> str: return self.value +class MismatchingAnnotationKind(str, Enum): + ATTRIBUTE = 'attribute' + LABEL = 'label' + + def __str__(self) -> str: + return self.value + + @define(kw_only=True) class AnnotationId: # TODO: think if uuids can be provided @@ -127,7 +135,7 @@ def _generate_frame_annotation_conflicts( for merged_field, field in zip(merged_results, frame_results[shape_type]): merged_field.extend(field) - _, mispred, gt_unmatched, this_unmatched = merged_results + matches, mismatches, gt_unmatched, this_unmatched = merged_results for unmatched_ann in gt_unmatched: conflicts.append(AnnotationConflict( @@ -151,7 +159,7 @@ def _generate_frame_annotation_conflicts( }, )) - for gt_ann, this_ann in mispred: + for gt_ann, this_ann in mismatches: conflicts.append(AnnotationConflict( frame_id=frame_id, type=AnnotationConflictType.MISMATCHING_ANNOTATION, @@ -159,32 +167,74 @@ def _generate_frame_annotation_conflicts( 'annotation_ids': [ self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - 'kind': 'mismatching_label', - 'value1': gt_ann.label, - 'value2': this_ann.label, + ], + 'kind': MismatchingAnnotationKind.LABEL, + 'expected': gt_ann.label, + 'actual': this_ann.label, }, )) - # TODO: Need to check for mismatching attributes - # for gt_ann, this_ann in matches: - # - # conflicts.append(AnnotationConflict( - # frame_id=gt_job_data_provider.dm_item_id_to_frame_id(error.item_id), - # type=AnnotationConflictType.MISMATCHING_ANNOTATION, - # data={ - # 'kind': 'mismatching_shape_attribute', - # 'attribute': error.key, - # 'value1': error.a, - # 'value2': error.b, - # }, - # message=str(error) - # )) + for gt_ann, this_ann in matches: + # Datumaro wont match attributes + _, attr_mismatches, attr_gt_extra, attr_this_extra = \ + self._comparator.match_attrs(gt_ann, this_ann) + + for mismatched_attr in attr_mismatches: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), + self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': gt_ann.attributes[mismatched_attr], + 'actual': this_ann.attributes[mismatched_attr], + }, + )) + + for extra_attr in attr_gt_extra: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), + self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': gt_ann.attributes[extra_attr], + 'actual': None, + }, + )) + + for extra_attr in attr_this_extra: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + 'annotation_ids': [ + self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), + self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), + ], + 'kind': MismatchingAnnotationKind.ATTRIBUTE, + 'attribute': mismatched_attr, + 'expected': None, + 'actual': this_ann.attributes[extra_attr], + }, + )) + return conflicts def main(args=None): parser = argparse.ArgumentParser() + parser.add_argument('gt_dataset', '--gt') + parser.add_argument('this_dataset', '--ds') + parser.add_argument('output_file', '-o') args = parser.parse_args(args) this_dataset = dm.Dataset.import_from(args.this_dataset) @@ -198,4 +248,4 @@ def main(args=None): return 0 if __name__ == '__main__': - sys.exit(main()) \ No newline at end of file + sys.exit(main()) From 700559a8268dec347769ef7fe5ac593e78943c09 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 12 Apr 2023 01:23:32 +0300 Subject: [PATCH 007/257] Implement dataset comparison script --- compare_datasets.py | 898 ++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 865 insertions(+), 33 deletions(-) diff --git a/compare_datasets.py b/compare_datasets.py index 1c3b8a9a9e0b..9452242d17f3 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -3,16 +3,538 @@ # SPDX-License-Identifier: MIT import argparse -from datetime import datetime from enum import Enum +import itertools import json import sys -from typing import List -from attrs import asdict, define, field +from typing import Any, Dict, List, cast +from attrs import asdict, define import datumaro as dm +import os.path as osp +from collections import OrderedDict +from glob import glob + +from datumaro.components.annotation import (AnnotationType, Bbox, Label, + LabelCategories, Points, Polygon, + PolyLine, Skeleton) +from datumaro.components.dataset import DatasetItem +from datumaro.components.extractor import (DEFAULT_SUBSET_NAME, Extractor, + Importer) +from datumaro.util.image import Image +from defusedxml import ElementTree +import numpy as np + + +class CvatPath: + IMAGES_DIR = 'images' + + MEDIA_EXTS = ('.jpg', '.jpeg', '.png') + + BUILTIN_ATTRS = {'occluded', 'outside', 'keyframe', 'track_id'} + +class CvatExtractor(Extractor): + _SUPPORTED_SHAPES = ('box', 'polygon', 'polyline', 'points', 'skeleton') + + def __init__(self, path, subsets=None): + assert osp.isfile(path), path + rootpath = osp.dirname(path) + images_dir = '' + if osp.isdir(osp.join(rootpath, CvatPath.IMAGES_DIR)): + images_dir = osp.join(rootpath, CvatPath.IMAGES_DIR) + self._images_dir = images_dir + self._path = path + + if not subsets: + subsets = self._get_subsets_from_anno(path) + self._subsets = subsets + super().__init__(subsets=self._subsets) + + image_items = self._parse_images(images_dir, self._subsets) + items, categories = self._parse(path) + self._items = list(self._load_items(items, image_items).values()) + self._categories = categories + + def categories(self): + return self._categories + + def __iter__(self): + yield from self._items + + def __len__(self): + return len(self._items) + + def get(self, _id, subset=DEFAULT_SUBSET_NAME): + assert subset in self._subsets, '{} not in {}'.format(subset, ', '.join(self._subsets)) + return super().get(_id, subset) + + @staticmethod + def _get_subsets_from_anno(path): + context = ElementTree.iterparse(path, events=("start", "end")) + context = iter(context) + + for ev, el in context: + if ev == 'start': + if el.tag == 'subsets': + if el.text is not None: + subsets = el.text.split('\n') + return subsets + if ev == 'end': + if el.tag == 'meta': + return [DEFAULT_SUBSET_NAME] + el.clear() + return [DEFAULT_SUBSET_NAME] + + @staticmethod + def _parse_images(image_dir, subsets): + items = OrderedDict() + + def parse_image_dir(image_dir, subset): + for file in sorted(glob(image_dir), key=osp.basename): + name, ext = osp.splitext(osp.basename(file)) + if ext.lower() in CvatPath.MEDIA_EXTS: + items[(subset, name)] = DatasetItem(id=name, annotations=[], + image=Image(path=file), subset=subset or DEFAULT_SUBSET_NAME, + ) + + if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir(osp.join(image_dir, DEFAULT_SUBSET_NAME)): + parse_image_dir(osp.join(image_dir, '*.*'), None) + else: + for subset in subsets: + parse_image_dir(osp.join(image_dir, subset, '*.*'), subset) + return items + + @classmethod + def _parse(cls, path): + context = ElementTree.iterparse(path, events=("start", "end")) + context = iter(context) + + categories, tasks_info, attribute_types = cls._parse_meta(context) + + items = OrderedDict() + + track = None + track_shapes = None + track_elements = None + shape = None + shape_element = None + tag = None + attributes = None + element_attributes = None + image = None + subset = None + for ev, el in context: + if ev == 'start': + if el.tag == 'track': + frame_size = tasks_info[int(el.attrib.get('task_id'))]['frame_size'] \ + if el.attrib.get('task_id') else tuple(tasks_info.values())[0]['frame_size'] + track = { + 'id': el.attrib['id'], + 'label': el.attrib.get('label'), + 'group': int(el.attrib.get('group_id', 0)), + 'height': frame_size[0], + 'width': frame_size[1], + } + subset = el.attrib.get('subset') + track_shapes = {} + elif el.tag == 'image': + image = { + 'name': el.attrib.get('name'), + 'frame': el.attrib['id'], + 'width': el.attrib.get('width'), + 'height': el.attrib.get('height'), + } + subset = el.attrib.get('subset') + elif el.tag in cls._SUPPORTED_SHAPES and (track or image): + if shape and shape['type'] == 'skeleton': + element_attributes = {} + shape_element = { + 'type': 'rectangle' if el.tag == 'box' else el.tag, + 'attributes': element_attributes, + } + if track: + shape_element.update(track) + else: + shape_element.update(image) + else: + attributes = {} + shape = { + 'type': 'rectangle' if el.tag == 'box' else el.tag, + 'attributes': attributes, + } + shape['elements'] = [] + if track: + shape.update(track) + shape['track_id'] = int(track['id']) + shape['frame'] = el.attrib['frame'] + track_elements = [] + if image: + shape.update(image) + elif el.tag == 'tag' and image: + attributes = {} + tag = { + 'frame': image['frame'], + 'attributes': attributes, + 'group': int(el.attrib.get('group_id', 0)), + 'label': el.attrib['label'], + } + subset = el.attrib.get('subset') + elif ev == 'end': + if el.tag == 'attribute' and element_attributes is not None and shape_element is not None: + attr_value = el.text or '' + attr_type = attribute_types.get(el.attrib['name']) + if el.text in ['true', 'false']: + attr_value = attr_value == 'true' + elif attr_type is not None and attr_type != 'text': + try: + attr_value = float(attr_value) + except ValueError: + pass + element_attributes[el.attrib['name']] = attr_value + + if el.tag == 'attribute' and attributes is not None and shape_element is None: + attr_value = el.text or '' + attr_type = attribute_types.get(el.attrib['name']) + if el.text in ['true', 'false']: + attr_value = attr_value == 'true' + elif attr_type is not None and attr_type != 'text': + try: + attr_value = float(attr_value) + except ValueError: + pass + attributes[el.attrib['name']] = attr_value + + elif el.tag in cls._SUPPORTED_SHAPES and shape["type"] == "skeleton" and el.tag != "skeleton": + shape_element['label'] = el.attrib.get('label') + shape_element['group'] = int(el.attrib.get('group_id', 0)) + + shape_element['type'] = el.tag + shape_element['z_order'] = int(el.attrib.get('z_order', 0)) + + if el.tag == 'box': + shape_element['points'] = list(map(float, [ + el.attrib['xtl'], el.attrib['ytl'], + el.attrib['xbr'], el.attrib['ybr'], + ])) + else: + shape_element['points'] = [] + for pair in el.attrib['points'].split(';'): + shape_element['points'].extend(map(float, pair.split(','))) + + if el.tag == 'points' and el.attrib.get('occluded') == '1': + shape_element['visibility'] = [Points.Visibility.hidden] * (len(shape_element['points']) // 2) + else: + shape_element['occluded'] = (el.attrib.get('occluded') == '1') + + if el.tag == 'points' and el.attrib.get('outside') == '1': + shape_element['visibility'] = [Points.Visibility.absent] * (len(shape_element['points']) // 2) + else: + shape_element['outside'] = (el.attrib.get('outside') == '1') + + if track: + shape_element['keyframe'] = (el.attrib.get('keyframe') == '1') + track_elements.append(shape_element) + else: + shape['elements'].append(shape_element) + shape_element = None + + elif el.tag in cls._SUPPORTED_SHAPES: + if track is not None: + shape['frame'] = el.attrib['frame'] + shape['outside'] = (el.attrib.get('outside') == '1') + shape['keyframe'] = (el.attrib.get('keyframe') == '1') + if image is not None: + shape['label'] = el.attrib.get('label') + shape['group'] = int(el.attrib.get('group_id', 0)) + + shape['type'] = el.tag + shape['occluded'] = (el.attrib.get('occluded') == '1') + shape['z_order'] = int(el.attrib.get('z_order', 0)) + shape['rotation'] = float(el.attrib.get('rotation', 0)) + + if el.tag == 'box': + shape['points'] = list(map(float, [ + el.attrib['xtl'], el.attrib['ytl'], + el.attrib['xbr'], el.attrib['ybr'], + ])) + elif el.tag == 'skeleton': + shape['points'] = [] + else: + shape['points'] = [] + for pair in el.attrib['points'].split(';'): + shape['points'].extend(map(float, pair.split(','))) + + if track: + if shape["type"] == "skeleton" and track_elements: + shape["keyframe"] = True + track_shapes[shape['frame']] = shape + track_shapes[shape['frame']]['elements'] = track_elements + track_elements = None + elif shape["type"] != "skeleton": + track_shapes[shape['frame']] = shape + else: + frame_desc = items.get((subset, shape['frame']), {'annotations': []}) + frame_desc['annotations'].append( + cls._parse_shape_ann(shape, categories)) + items[(subset, shape['frame'])] = frame_desc + + shape = None + + elif el.tag == 'tag': + frame_desc = items.get((subset, tag['frame']), {'annotations': []}) + frame_desc['annotations'].append( + cls._parse_tag_ann(tag, categories)) + items[(subset, tag['frame'])] = frame_desc + tag = None + elif el.tag == 'track': + for track_shape in track_shapes.values(): + frame_desc = items.get((subset, track_shape['frame']), {'annotations': []}) + frame_desc['annotations'].append( + cls._parse_shape_ann(track_shape, categories)) + items[(subset, track_shape['frame'])] = frame_desc + track = None + elif el.tag == 'image': + frame_desc = items.get((subset, image['frame']), {'annotations': []}) + frame_desc.update({ + 'name': image.get('name'), + 'height': image.get('height'), + 'width': image.get('width'), + 'subset': subset, + }) + items[(subset, image['frame'])] = frame_desc + image = None + el.clear() + + return items, categories + + @staticmethod + def _parse_meta(context): + ev, el = next(context) + if not (ev == 'start' and el.tag == 'annotations'): + raise Exception("Unexpected token ") + + categories = {} + + tasks_info = {} + frame_size = [None, None] + task_id = None + mode = None + labels = OrderedDict() + label = None + + # Recursive descent parser + el = None + states = ['annotations'] + def accepted(expected_state, tag, next_state=None): + state = states[-1] + if state == expected_state and el is not None and el.tag == tag: + if not next_state: + next_state = tag + states.append(next_state) + return True + return False + def consumed(expected_state, tag): + state = states[-1] + if state == expected_state and el is not None and el.tag == tag: + states.pop() + return True + return False + + for ev, el in context: + if ev == 'start': + if accepted('annotations', 'meta'): pass + elif accepted('meta', 'task'): pass + elif accepted('meta', 'project'): pass + elif accepted('project', 'tasks'): pass + elif accepted('tasks', 'task'): pass + elif accepted('task', 'id', next_state='task_id'): pass + elif accepted('task', 'segment'): pass + elif accepted('task', 'mode'): pass + elif accepted('task', 'original_size'): pass + elif accepted('original_size', 'height', next_state='frame_height'): pass + elif accepted('original_size', 'width', next_state='frame_width'): pass + elif accepted('task', 'labels'): pass + elif accepted('project', 'labels'): pass + elif accepted('labels', 'label'): + label = { 'name': None, 'attributes': [], 'parent': None } + elif accepted('label', 'name', next_state='label_name'): pass + elif accepted('label', 'attributes'): pass + elif accepted('label', 'parent', next_state='label_parent'): pass + elif accepted('attributes', 'attribute'): pass + elif accepted('attribute', 'name', next_state='attr_name'): pass + elif accepted('attribute', 'input_type', next_state='attr_type'): pass + elif accepted('annotations', 'image') or \ + accepted('annotations', 'track') or \ + accepted('annotations', 'tag'): + break + else: + pass + elif ev == 'end': + if consumed('meta', 'meta'): + break + elif consumed('project', 'project'): pass + elif consumed('tasks', 'tasks'): pass + elif consumed('task', 'task'): + tasks_info[task_id] = { + 'frame_size': frame_size, + 'mode': mode, + } + frame_size = [None, None] + mode = None + elif consumed('task_id', 'id'): + task_id = int(el.text) + elif consumed('segment', 'segment'): pass + elif consumed('mode', 'mode'): + mode = el.text + elif consumed('original_size', 'original_size'): pass + elif consumed('frame_height', 'height'): + frame_size[0] = int(el.text) + elif consumed('frame_width', 'width'): + frame_size[1] = int(el.text) + elif consumed('label_name', 'name'): + label['name'] = el.text + elif consumed('attr_name', 'name'): + label['attributes'].append({'name': el.text}) + elif consumed('attr_type', 'input_type'): + label['attributes'][-1]['input_type'] = el.text + elif consumed('attribute', 'attribute'): pass + elif consumed('attributes', 'attributes'): pass + elif consumed('label', 'label'): + labels[label['name']] = { + 'attributes': label['attributes'], + 'parent': label['parent'] + } + label = None + elif consumed('label_parent', 'parent'): + label['parent'] = el.text + elif consumed('labels', 'labels'): pass + else: + pass + + assert len(states) == 1 and states[0] == 'annotations', \ + "Expected 'meta' section in the annotation file, path: %s" % states + + common_attrs = ['occluded'] + if 'interpolation' in map(lambda t: t['mode'], tasks_info.values()): + common_attrs.append('keyframe') + common_attrs.append('outside') + common_attrs.append('track_id') + + label_cat = LabelCategories(attributes=common_attrs) + attribute_types = {} + for label, params in labels.items(): + attrs = {v['name']: v for v in params['attributes']} + parent = params['parent'] + if parent and parent not in labels: + raise ValueError(f"Label's '{label}' parent label '{parent}' is not found") + + label_cat.add(label, attributes=set(attrs), parent=parent) + for attr_name, attr_params in attrs.items(): + attribute_types[attr_name] = attr_params['input_type'] + + categories[AnnotationType.label] = label_cat + return categories, tasks_info, attribute_types + + @classmethod + def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): + ann_id = ann.get('id', 0) + ann_type = ann['type'] + + attributes = ann.get('attributes') or {} + if 'occluded' in categories[AnnotationType.label].attributes: + attributes['occluded'] = ann.get('occluded', False) + if 'outside' in ann: + attributes['outside'] = ann['outside'] + if 'keyframe' in ann: + attributes['keyframe'] = ann['keyframe'] + if 'track_id' in ann: + attributes['track_id'] = ann['track_id'] + if 'rotation' in ann: + attributes['rotation'] = ann['rotation'] + + group = ann.get('group') + + label = ann.get('label') + label_id = categories[AnnotationType.label].find(label, parent=parent_label or '')[0] + if label_id is None: + raise ValueError( + f"Annotation id {ann_id} ({ann_type}): " + f"unknown label {label} (parent {parent_label})" + ) + + z_order = ann.get('z_order', 0) + points = ann.get('points', []) + + if ann_type == 'polyline': + return PolyLine(points, label=label_id, z_order=z_order, + id=ann_id, attributes=attributes, group=group) + + elif ann_type == 'polygon': + return Polygon(points, label=label_id, z_order=z_order, + id=ann_id, attributes=attributes, group=group) + + elif ann_type == 'points': + visibility = ann.get('visibility', None) + return Points(points, visibility, label=label_id, z_order=z_order, + id=ann_id, attributes=attributes, group=group) + + elif ann_type == 'box': + x, y = points[0], points[1] + w, h = points[2] - x, points[3] - y + return Bbox(x, y, w, h, label=label_id, z_order=z_order, + id=ann_id, attributes=attributes, group=group) + + elif ann_type == 'skeleton': + elements = [] + for element in ann.get('elements', []): + elements.append(cls._parse_shape_ann( + element, categories, parent_label=ann.get('label') + )) + + return Skeleton(elements, label=label_id, z_order=z_order, + id=ann_id, attributes=attributes, group=group) + + else: + raise NotImplementedError("Unknown annotation type '%s'" % ann_type) + + @classmethod + def _parse_tag_ann(cls, ann, categories): + label = ann.get('label') + label_id = categories[AnnotationType.label].find(label)[0] + group = ann.get('group') + attributes = ann.get('attributes') + return Label(label_id, attributes=attributes, group=group) + + def _load_items(self, parsed, image_items): + for (subset, frame_id), item_desc in parsed.items(): + name = item_desc.get('name', 'frame_%06d.PNG' % int(frame_id)) + image = osp.join(self._images_dir, subset, name) if subset else osp.join(self._images_dir, name) + image_size = (item_desc.get('height'), item_desc.get('width')) + if all(image_size): + image = Image(path=image, size=tuple(map(int, image_size))) + di = image_items.get((subset, osp.splitext(name)[0]), DatasetItem( + id=name, annotations=[], + )) + di.subset = subset or DEFAULT_SUBSET_NAME + di.annotations = item_desc.get('annotations') + di.attributes = {'frame': int(frame_id)} + di.media = image if isinstance(image, Image) else di.media + image_items[(subset, osp.splitext(name)[0])] = di + return image_items + +dm_env = dm.Environment() +dm_env.extractors.register('cvat', CvatExtractor) + +class CvatImporter(Importer): + @classmethod + def find_sources(cls, path): + return cls._find_sources_recursive(path, '.xml', 'cvat') + +dm_env.importers.register('cvat', CvatImporter) + + class AnnotationConflictType(str, Enum): MISSING_ANNOTATION = 'missing_annotation' EXTRA_ANNOTATION = 'extra_annotation' @@ -33,8 +555,9 @@ def __str__(self) -> str: @define(kw_only=True) class AnnotationId: # TODO: think if uuids can be provided - type: str + source: str id: int + type: str def to_dict(self) -> dict: return asdict(self) @@ -44,8 +567,7 @@ def to_dict(self) -> dict: class AnnotationConflict: frame_id: int type: AnnotationConflictType - annotation_ids: List[AnnotationId] = field(factory=list) - message: str + data: Dict[str, Any] def to_dict(self) -> dict: return asdict(self) @@ -53,18 +575,72 @@ def to_dict(self) -> dict: @define(kw_only=True) class AnnotationConflictsReport: - job_id: int - job_last_updated: datetime - gt_job_last_updated: datetime - conflicts: List[AnnotationConflict] + mean_accuracy: float + mean_annotation_accuracy: float + mean_attribute_accuracy: float + error_count: int + estimated_dataset_error_count: int + estimated_dataset_invalid_annotations_count: int + estimated_dataset_invalid_attributes_count: int + this_total_annotations_count: int + this_annotations_count: int + this_attributes_count: int + intersection_gt_annotations_count: int + intersection_frame_count: int + intersection_frame_share: float + intersection_frames: List[str] + frame_results: Dict[str, Any] def to_dict(self) -> dict: return asdict(self) +def OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): + """ + Object Keypoint Similarity metric. + https://cocodataset.org/#keypoints-eval + """ + + p1 = np.array(a.points).reshape((-1, 2)) + p2 = np.array(b.points).reshape((-1, 2)) + if len(p1) != len(p2): + return 0 + + if visibility is None: + visibility = np.ones(len(p1)) + else: + visibility = np.asarray(visibility, dtype=float) + + if not sigma: + sigma = 0.1 + else: + assert len(sigma) == len(p1) + + if not scale: + if bbox is None: + bbox = dm.ops.mean_bbox([a, b]) + scale = bbox[2] * bbox[3] + + dists = np.linalg.norm(p1 - p2, axis=1) + return np.sum(visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2))) / np.sum(visibility) + +@define(kw_only=True) +class _PointsMatcher(dm.ops.PointsMatcher): + def distance(self, a, b): + a_bbox = self.instance_map[id(a)][1] + b_bbox = self.instance_map[id(b)][1] + if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: + return 0 + bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) + return OKS(a, b, sigma=self.sigma, bbox=bbox, + visibility=[v == dm.Points.Visibility.visible for v in a.visibility] + ) + class _DistanceComparator(dm.ops.DistanceComparator): - def match_annotations(self, item_a, item_b): - return {t: self._match_ann_type(t, item_a, item_b) for t in dm.AnnotationType} + def __init__(self, categories: dm.CategoriesInfo, **kwargs): + super().__init__(**kwargs) + self.categories = categories + self._skeleton_info = {} def _match_ann_type(self, t, *args): # pylint: disable=no-value-for-parameter @@ -78,12 +654,157 @@ def _match_ann_type(self, t, *args): return self.match_masks(*args) elif t == dm.AnnotationType.points: return self.match_points(*args) + elif t == dm.AnnotationType.skeleton: + return self.match_skeletons(*args) elif t == dm.AnnotationType.polyline: return self.match_lines(*args) # pylint: enable=no-value-for-parameter else: return None + def match_points(self, item_a, item_b): + a_points = self._get_ann_type(dm.AnnotationType.points, item_a) + b_points = self._get_ann_type(dm.AnnotationType.points, item_b) + if not a_points and not b_points: + return [], [], [], [] + + return super().match_points(item_a, item_b) + + def _get_skeleton_info(self, skeleton_label_id: int): + label_cat = cast(dm.LabelCategories, self.categories[dm.AnnotationType.label]) + skeleton_info = self._skeleton_info.get(skeleton_label_id) + + if skeleton_info is None: + skeleton_label_name = label_cat[skeleton_label_id].name + + # Build a sorted list of sublabels to arrange skeleton points during comparison + skeleton_info = sorted( + idx for idx, label in enumerate(label_cat) + if label.parent == skeleton_label_name + ) + self._skeleton_info[skeleton_label_id] = skeleton_info + + return skeleton_info + + def match_skeletons(self, item_a, item_b): + a_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_a) + b_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_b) + if not a_skeletons and not b_skeletons: + return [], [], [], [] + + # Convert skeletons to point lists for comparison + # This is required to compute correct per-instance distance + # It is assumed that labels are the same in the datasets + skeleton_infos = {} + points_map = {} + skeleton_map = {} + a_points = [] + b_points = [] + for source, source_points in [(a_skeletons, a_points), (b_skeletons, b_points)]: + for skeleton in source: + skeleton_info = skeleton_infos.setdefault( + skeleton.label, self._get_skeleton_info(skeleton.label) + ) + + # Merge skeleton points into a single list + # The list is ordered by skeleton_info + skeleton_points = [ + next((p for p in skeleton.elements if p.label == sublabel), None) + for sublabel in skeleton_info + ] + + # Build a single Points object for further comparisons + merged_points = dm.Points( + points=list(itertools.chain.from_iterable( + p.points if p else [0, 0] + for p in skeleton_points + )), + visibility=list(itertools.chain.from_iterable( + p.visibility if p else [dm.Points.Visibility.absent] + for p in skeleton_points + )), + label=skeleton.label + # no per-point attributes currently in CVAT + ) + + points_map[id(merged_points)] = skeleton + skeleton_map[id(skeleton)] = merged_points + source_points.append(merged_points) + + instance_map = {} + for source in [item_a.annotations, item_b.annotations]: + for instance_group in dm.ops.find_instances(source): + instance_bbox = dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_group + ) + + instance_group = [ + skeleton_map[id(a)] if isinstance(a, dm.Skeleton) else a + for a in instance_group + ] + for ann in instance_group: + instance_map[id(ann)] = [instance_group, instance_bbox] + + matcher = _PointsMatcher(instance_map=instance_map) + + # unpack to validate returned data format + matched, mismatched, a_extra, b_extra = dm.ops.match_segments( + a_points, + b_points, + dist_thresh=self.iou_threshold, + distance=matcher.distance + ) + + matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] + mismatched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched] + a_extra = [points_map[id(p_a)] for p_a in a_extra] + b_extra = [points_map[id(p_b)] for p_b in b_extra] + + return matched, mismatched, a_extra, b_extra + + +class _Comparator: + def __init__(self, categories: dm.CategoriesInfo): + self.ignored_attrs = [ + 'track_id', # changes from task to task, can't be defined manually with the same name + 'keyframe', # indicates the way annotation obtained, meaningless to compare + 'z_order', # TODO: compare relative or 'visible' z_order + 'group', # TODO: changes from task to task. But must be compared for existence + ] + self._annotation_comparator = _DistanceComparator(categories) + + def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): + a_attrs = ann_a.attributes + b_attrs = ann_b.attributes + + keys_to_match = (a_attrs.keys() | b_attrs.keys()).difference(self.ignored_attrs) + + matches = [] + mismatches = [] + a_extra = [] + b_extra = [] + + notfound = object() + + for k in keys_to_match: + a_attr = a_attrs.get(k, notfound) + b_attr = b_attrs.get(k, notfound) + + if a_attr is notfound: + b_extra.append(k) + elif b_attr is notfound: + a_extra.append(k) + elif a_attr == b_attr: + matches.append(k) + else: + mismatches.append(k) + + return matches, mismatches, a_extra, b_extra + + def match_annotations(self, item_a, item_b): + return self._annotation_comparator.match_annotations(item_a, item_b) + class DatasetComparator: def __init__(self, this_dataset: dm.Dataset, @@ -91,7 +812,12 @@ def __init__(self, ) -> None: self._this_dataset = this_dataset self._gt_dataset = gt_dataset - self._comparator = _DistanceComparator() + self._comparator = _Comparator(gt_dataset.categories()) + + self._per_frame_results = {} + self._common_results = { + 'this_annotations_count': 0 + } def _dm_ann_to_ann_id(self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset): if dataset is self._this_dataset: @@ -101,36 +827,38 @@ def _dm_ann_to_ann_id(self, ann: dm.Annotation, item: dm.DatasetItem, dataset: d ann_idx = item.annotations.index(ann) - return AnnotationId(type=source, id=ann_idx) + return AnnotationId(source=source, id=ann_idx, type=ann.type.name) - def find_gt_conflicts(self) -> List[AnnotationConflict]: + def _find_gt_conflicts(self) -> List[AnnotationConflict]: this_job_dataset = self._this_dataset gt_job_dataset = self._gt_dataset - conflicts = [] for gt_item in gt_job_dataset: this_item = this_job_dataset.get(gt_item.id) if not this_item: continue # we need to compare only intersecting frames - frame_id = this_item.id - frame_results = self._comparator.match_annotations(gt_item, this_item) + self._process_frame(this_item, gt_item) - conflicts.extend(self._generate_frame_annotation_conflicts( - frame_id, frame_results, this_item, gt_item - )) + def _process_frame(self, this_item, gt_item): + frame_id = this_item.id + frame_results = self._comparator.match_annotations(gt_item, this_item) + self._per_frame_results.setdefault(frame_id, {}) - return conflicts + self._generate_frame_annotation_conflicts( + frame_id, frame_results, this_item, gt_item + ) def _generate_frame_annotation_conflicts( - self, frame_id: int, frame_results, this_item, gt_item + self, frame_id, frame_results, this_item: dm.DatasetItem, gt_item: dm.DatasetItem ) -> List[AnnotationConflict]: conflicts = [] merged_results = [[], [], [], []] for shape_type in [ dm.AnnotationType.bbox, dm.AnnotationType.mask, - dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline + dm.AnnotationType.points, dm.AnnotationType.polygon, + dm.AnnotationType.polyline, dm.AnnotationType.skeleton, ]: for merged_field, field in zip(merged_results, frame_results[shape_type]): merged_field.extend(field) @@ -174,9 +902,12 @@ def _generate_frame_annotation_conflicts( }, )) + valid_annotations_count = 0 + valid_attributes_count = 0 + compared_attributes_count = 0 for gt_ann, this_ann in matches: # Datumaro wont match attributes - _, attr_mismatches, attr_gt_extra, attr_this_extra = \ + attr_matches, attr_mismatches, attr_gt_extra, attr_this_extra = \ self._comparator.match_attrs(gt_ann, this_ann) for mismatched_attr in attr_mismatches: @@ -227,23 +958,124 @@ def _generate_frame_annotation_conflicts( }, )) + valid_attributes_count += len(attr_matches) + compared_attributes_count += \ + len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) + len(attr_this_extra) + valid_annotations_count += 0 == ( + len(attr_mismatches) + len(attr_gt_extra) + len(attr_this_extra) + ) + + compared_annotations_count = \ + len(matches) + len(mismatches) + len(gt_unmatched) + len(this_unmatched) + + total_annotations_count = len(this_item.annotations) + len(gt_item.annotations) + + self._per_frame_results.setdefault(frame_id, {}).update({ + 'valid_attributes_count': valid_attributes_count, + 'compared_attributes_count': compared_attributes_count, + 'valid_annotations_count': valid_annotations_count, + 'compared_annotations_count': compared_annotations_count, + 'total_annotations_count': total_annotations_count, + 'gt_annotations_count': len(gt_item.annotations), + 'this_annotations_count': len(this_item.annotations), + 'attribute_accuracy': valid_attributes_count / compared_attributes_count, + 'annotation_accuracy': valid_annotations_count / compared_annotations_count, + 'overall_accuracy': \ + (valid_attributes_count + valid_annotations_count) / \ + ((compared_annotations_count + compared_attributes_count) or 1), + 'error_count': len(conflicts), # assuming no more than 1 error per annotation + 'conflicts': conflicts.copy(), + }) return conflicts + def prepare_report(self) -> AnnotationConflictsReport: + self._find_gt_conflicts() + + this_annotations_count = 0 + this_attributes_count = 0 + for item in self._this_dataset: + this_annotations_count += len(item.annotations) + + for ann in item.annotations: + this_attributes_count += \ + len(set(ann.attributes).difference(self._comparator.ignored_attrs)) + + this_properties_count = this_annotations_count + this_attributes_count + + intersection_frames = [] + valid_attributes_count = 0 + valid_annotations_count = 0 + compared_attributes_count = 0 + compared_annotations_count = 0 + intersection_gt_annotations_count = 0 + error_count = 0 + + for frame_id, frame_result in self._per_frame_results.items(): + intersection_frames.append(frame_id) + valid_attributes_count += frame_result['valid_attributes_count'] + valid_annotations_count += frame_result['valid_annotations_count'] + compared_attributes_count += frame_result['compared_attributes_count'] + compared_annotations_count += frame_result['compared_annotations_count'] + error_count += frame_result['error_count'] + intersection_gt_annotations_count += frame_result['gt_annotations_count'] + + mean_accuracy = \ + (valid_attributes_count + valid_annotations_count) / \ + ((compared_attributes_count + compared_annotations_count) or 1) + + mean_annotation_accuracy = valid_attributes_count / (compared_attributes_count or 1) + mean_attribute_accuracy = valid_annotations_count / (compared_annotations_count or 1) + + estimated_dataset_error_count = int((1 - mean_accuracy) * this_properties_count) + estimated_dataset_invalid_annotations_count = \ + int((1 - mean_annotation_accuracy) * this_annotations_count) + estimated_dataset_invalid_attributes_count = \ + int((1 - mean_attribute_accuracy) * this_attributes_count) + + return AnnotationConflictsReport( + mean_accuracy=mean_accuracy, + mean_annotation_accuracy=mean_annotation_accuracy, + mean_attribute_accuracy=mean_attribute_accuracy, + error_count=error_count, + estimated_dataset_error_count=estimated_dataset_error_count, + estimated_dataset_invalid_annotations_count=estimated_dataset_invalid_annotations_count, + estimated_dataset_invalid_attributes_count=estimated_dataset_invalid_attributes_count, + this_total_annotations_count=this_properties_count, + this_annotations_count=this_annotations_count, + this_attributes_count=this_attributes_count, + intersection_gt_annotations_count=intersection_gt_annotations_count, + intersection_frame_count=len(intersection_frames), + intersection_frame_share=len(intersection_frames) / len(self._this_dataset), + intersection_frames=intersection_frames, + frame_results=self._per_frame_results, + ) + + def main(args=None): parser = argparse.ArgumentParser() - parser.add_argument('gt_dataset', '--gt') - parser.add_argument('this_dataset', '--ds') - parser.add_argument('output_file', '-o') + parser.add_argument('--gt') + parser.add_argument('--gtf', default=None) + parser.add_argument('--ds') + parser.add_argument('--dsf', default=None) + parser.add_argument('-o', default='report.json') args = parser.parse_args(args) - this_dataset = dm.Dataset.import_from(args.this_dataset) - other_dataset = dm.Dataset.import_from(args.gt_dataset) + gt_dataset = dm.Dataset.import_from(args.gt, format=args.gtf, env=dm_env) + this_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) + + comparator = DatasetComparator(this_dataset, gt_dataset) + report = comparator.prepare_report() - conflicts = DatasetComparator(this_dataset, other_dataset).find_gt_conflicts() + class JsonConverter(json.JSONEncoder): + def default(self, o: Any): + if isinstance(o, (AnnotationConflict ,AnnotationConflictsReport, AnnotationId)): + return o.to_dict() + else: + return super().default(o) - with open(args.output_file, 'w') as f: - json.dump(conflicts, f) + with open(args.o, 'w') as f: + json.dump(report, f, cls=JsonConverter, indent=2) return 0 From 747c9c95066b00b45e4fe929b3b3c806de523886 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 12 Apr 2023 12:50:04 +0300 Subject: [PATCH 008/257] Format code and add annotation type filter --- compare_datasets.py | 1098 ++++++++++++++++++++++++++----------------- 1 file changed, 663 insertions(+), 435 deletions(-) diff --git a/compare_datasets.py b/compare_datasets.py index 9452242d17f3..243e5ccd45a0 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -3,20 +3,18 @@ # SPDX-License-Identifier: MIT import argparse -from enum import Enum import itertools import json -import sys -from typing import Any, Dict, List, cast -from attrs import asdict, define - -import datumaro as dm - - import os.path as osp +import sys from collections import OrderedDict +from enum import Enum from glob import glob +from typing import Any, Dict, List, Optional, cast +import datumaro as dm +import numpy as np +from attrs import asdict, define from datumaro.components.annotation import (AnnotationType, Bbox, Label, LabelCategories, Points, Polygon, PolyLine, Skeleton) @@ -25,23 +23,23 @@ Importer) from datumaro.util.image import Image from defusedxml import ElementTree -import numpy as np class CvatPath: - IMAGES_DIR = 'images' + IMAGES_DIR = "images" - MEDIA_EXTS = ('.jpg', '.jpeg', '.png') + MEDIA_EXTS = (".jpg", ".jpeg", ".png") + + BUILTIN_ATTRS = {"occluded", "outside", "keyframe", "track_id"} - BUILTIN_ATTRS = {'occluded', 'outside', 'keyframe', 'track_id'} class CvatExtractor(Extractor): - _SUPPORTED_SHAPES = ('box', 'polygon', 'polyline', 'points', 'skeleton') + _SUPPORTED_SHAPES = ("box", "polygon", "polyline", "points", "skeleton") def __init__(self, path, subsets=None): assert osp.isfile(path), path rootpath = osp.dirname(path) - images_dir = '' + images_dir = "" if osp.isdir(osp.join(rootpath, CvatPath.IMAGES_DIR)): images_dir = osp.join(rootpath, CvatPath.IMAGES_DIR) self._images_dir = images_dir @@ -67,7 +65,9 @@ def __len__(self): return len(self._items) def get(self, _id, subset=DEFAULT_SUBSET_NAME): - assert subset in self._subsets, '{} not in {}'.format(subset, ', '.join(self._subsets)) + assert subset in self._subsets, "{} not in {}".format( + subset, ", ".join(self._subsets) + ) return super().get(_id, subset) @staticmethod @@ -76,13 +76,13 @@ def _get_subsets_from_anno(path): context = iter(context) for ev, el in context: - if ev == 'start': - if el.tag == 'subsets': + if ev == "start": + if el.tag == "subsets": if el.text is not None: - subsets = el.text.split('\n') + subsets = el.text.split("\n") return subsets - if ev == 'end': - if el.tag == 'meta': + if ev == "end": + if el.tag == "meta": return [DEFAULT_SUBSET_NAME] el.clear() return [DEFAULT_SUBSET_NAME] @@ -95,15 +95,20 @@ def parse_image_dir(image_dir, subset): for file in sorted(glob(image_dir), key=osp.basename): name, ext = osp.splitext(osp.basename(file)) if ext.lower() in CvatPath.MEDIA_EXTS: - items[(subset, name)] = DatasetItem(id=name, annotations=[], - image=Image(path=file), subset=subset or DEFAULT_SUBSET_NAME, + items[(subset, name)] = DatasetItem( + id=name, + annotations=[], + image=Image(path=file), + subset=subset or DEFAULT_SUBSET_NAME, ) - if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir(osp.join(image_dir, DEFAULT_SUBSET_NAME)): - parse_image_dir(osp.join(image_dir, '*.*'), None) + if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir( + osp.join(image_dir, DEFAULT_SUBSET_NAME) + ): + parse_image_dir(osp.join(image_dir, "*.*"), None) else: for subset in subsets: - parse_image_dir(osp.join(image_dir, subset, '*.*'), subset) + parse_image_dir(osp.join(image_dir, subset, "*.*"), subset) return items @classmethod @@ -126,33 +131,36 @@ def _parse(cls, path): image = None subset = None for ev, el in context: - if ev == 'start': - if el.tag == 'track': - frame_size = tasks_info[int(el.attrib.get('task_id'))]['frame_size'] \ - if el.attrib.get('task_id') else tuple(tasks_info.values())[0]['frame_size'] + if ev == "start": + if el.tag == "track": + frame_size = ( + tasks_info[int(el.attrib.get("task_id"))]["frame_size"] + if el.attrib.get("task_id") + else tuple(tasks_info.values())[0]["frame_size"] + ) track = { - 'id': el.attrib['id'], - 'label': el.attrib.get('label'), - 'group': int(el.attrib.get('group_id', 0)), - 'height': frame_size[0], - 'width': frame_size[1], + "id": el.attrib["id"], + "label": el.attrib.get("label"), + "group": int(el.attrib.get("group_id", 0)), + "height": frame_size[0], + "width": frame_size[1], } - subset = el.attrib.get('subset') + subset = el.attrib.get("subset") track_shapes = {} - elif el.tag == 'image': + elif el.tag == "image": image = { - 'name': el.attrib.get('name'), - 'frame': el.attrib['id'], - 'width': el.attrib.get('width'), - 'height': el.attrib.get('height'), + "name": el.attrib.get("name"), + "frame": el.attrib["id"], + "width": el.attrib.get("width"), + "height": el.attrib.get("height"), } - subset = el.attrib.get('subset') + subset = el.attrib.get("subset") elif el.tag in cls._SUPPORTED_SHAPES and (track or image): - if shape and shape['type'] == 'skeleton': + if shape and shape["type"] == "skeleton": element_attributes = {} shape_element = { - 'type': 'rectangle' if el.tag == 'box' else el.tag, - 'attributes': element_attributes, + "type": "rectangle" if el.tag == "box" else el.tag, + "attributes": element_attributes, } if track: shape_element.update(track) @@ -161,149 +169,190 @@ def _parse(cls, path): else: attributes = {} shape = { - 'type': 'rectangle' if el.tag == 'box' else el.tag, - 'attributes': attributes, + "type": "rectangle" if el.tag == "box" else el.tag, + "attributes": attributes, } - shape['elements'] = [] + shape["elements"] = [] if track: shape.update(track) - shape['track_id'] = int(track['id']) - shape['frame'] = el.attrib['frame'] + shape["track_id"] = int(track["id"]) + shape["frame"] = el.attrib["frame"] track_elements = [] if image: shape.update(image) - elif el.tag == 'tag' and image: + elif el.tag == "tag" and image: attributes = {} tag = { - 'frame': image['frame'], - 'attributes': attributes, - 'group': int(el.attrib.get('group_id', 0)), - 'label': el.attrib['label'], + "frame": image["frame"], + "attributes": attributes, + "group": int(el.attrib.get("group_id", 0)), + "label": el.attrib["label"], } - subset = el.attrib.get('subset') - elif ev == 'end': - if el.tag == 'attribute' and element_attributes is not None and shape_element is not None: - attr_value = el.text or '' - attr_type = attribute_types.get(el.attrib['name']) - if el.text in ['true', 'false']: - attr_value = attr_value == 'true' - elif attr_type is not None and attr_type != 'text': + subset = el.attrib.get("subset") + elif ev == "end": + if ( + el.tag == "attribute" + and element_attributes is not None + and shape_element is not None + ): + attr_value = el.text or "" + attr_type = attribute_types.get(el.attrib["name"]) + if el.text in ["true", "false"]: + attr_value = attr_value == "true" + elif attr_type is not None and attr_type != "text": try: attr_value = float(attr_value) except ValueError: pass - element_attributes[el.attrib['name']] = attr_value - - if el.tag == 'attribute' and attributes is not None and shape_element is None: - attr_value = el.text or '' - attr_type = attribute_types.get(el.attrib['name']) - if el.text in ['true', 'false']: - attr_value = attr_value == 'true' - elif attr_type is not None and attr_type != 'text': + element_attributes[el.attrib["name"]] = attr_value + + if ( + el.tag == "attribute" + and attributes is not None + and shape_element is None + ): + attr_value = el.text or "" + attr_type = attribute_types.get(el.attrib["name"]) + if el.text in ["true", "false"]: + attr_value = attr_value == "true" + elif attr_type is not None and attr_type != "text": try: attr_value = float(attr_value) except ValueError: pass - attributes[el.attrib['name']] = attr_value - - elif el.tag in cls._SUPPORTED_SHAPES and shape["type"] == "skeleton" and el.tag != "skeleton": - shape_element['label'] = el.attrib.get('label') - shape_element['group'] = int(el.attrib.get('group_id', 0)) - - shape_element['type'] = el.tag - shape_element['z_order'] = int(el.attrib.get('z_order', 0)) - - if el.tag == 'box': - shape_element['points'] = list(map(float, [ - el.attrib['xtl'], el.attrib['ytl'], - el.attrib['xbr'], el.attrib['ybr'], - ])) + attributes[el.attrib["name"]] = attr_value + + elif ( + el.tag in cls._SUPPORTED_SHAPES + and shape["type"] == "skeleton" + and el.tag != "skeleton" + ): + shape_element["label"] = el.attrib.get("label") + shape_element["group"] = int(el.attrib.get("group_id", 0)) + + shape_element["type"] = el.tag + shape_element["z_order"] = int(el.attrib.get("z_order", 0)) + + if el.tag == "box": + shape_element["points"] = list( + map( + float, + [ + el.attrib["xtl"], + el.attrib["ytl"], + el.attrib["xbr"], + el.attrib["ybr"], + ], + ) + ) else: - shape_element['points'] = [] - for pair in el.attrib['points'].split(';'): - shape_element['points'].extend(map(float, pair.split(','))) - - if el.tag == 'points' and el.attrib.get('occluded') == '1': - shape_element['visibility'] = [Points.Visibility.hidden] * (len(shape_element['points']) // 2) + shape_element["points"] = [] + for pair in el.attrib["points"].split(";"): + shape_element["points"].extend(map(float, pair.split(","))) + + if el.tag == "points" and el.attrib.get("occluded") == "1": + shape_element["visibility"] = [Points.Visibility.hidden] * ( + len(shape_element["points"]) // 2 + ) else: - shape_element['occluded'] = (el.attrib.get('occluded') == '1') + shape_element["occluded"] = el.attrib.get("occluded") == "1" - if el.tag == 'points' and el.attrib.get('outside') == '1': - shape_element['visibility'] = [Points.Visibility.absent] * (len(shape_element['points']) // 2) + if el.tag == "points" and el.attrib.get("outside") == "1": + shape_element["visibility"] = [Points.Visibility.absent] * ( + len(shape_element["points"]) // 2 + ) else: - shape_element['outside'] = (el.attrib.get('outside') == '1') + shape_element["outside"] = el.attrib.get("outside") == "1" if track: - shape_element['keyframe'] = (el.attrib.get('keyframe') == '1') + shape_element["keyframe"] = el.attrib.get("keyframe") == "1" track_elements.append(shape_element) else: - shape['elements'].append(shape_element) + shape["elements"].append(shape_element) shape_element = None elif el.tag in cls._SUPPORTED_SHAPES: if track is not None: - shape['frame'] = el.attrib['frame'] - shape['outside'] = (el.attrib.get('outside') == '1') - shape['keyframe'] = (el.attrib.get('keyframe') == '1') + shape["frame"] = el.attrib["frame"] + shape["outside"] = el.attrib.get("outside") == "1" + shape["keyframe"] = el.attrib.get("keyframe") == "1" if image is not None: - shape['label'] = el.attrib.get('label') - shape['group'] = int(el.attrib.get('group_id', 0)) - - shape['type'] = el.tag - shape['occluded'] = (el.attrib.get('occluded') == '1') - shape['z_order'] = int(el.attrib.get('z_order', 0)) - shape['rotation'] = float(el.attrib.get('rotation', 0)) - - if el.tag == 'box': - shape['points'] = list(map(float, [ - el.attrib['xtl'], el.attrib['ytl'], - el.attrib['xbr'], el.attrib['ybr'], - ])) - elif el.tag == 'skeleton': - shape['points'] = [] + shape["label"] = el.attrib.get("label") + shape["group"] = int(el.attrib.get("group_id", 0)) + + shape["type"] = el.tag + shape["occluded"] = el.attrib.get("occluded") == "1" + shape["z_order"] = int(el.attrib.get("z_order", 0)) + shape["rotation"] = float(el.attrib.get("rotation", 0)) + + if el.tag == "box": + shape["points"] = list( + map( + float, + [ + el.attrib["xtl"], + el.attrib["ytl"], + el.attrib["xbr"], + el.attrib["ybr"], + ], + ) + ) + elif el.tag == "skeleton": + shape["points"] = [] else: - shape['points'] = [] - for pair in el.attrib['points'].split(';'): - shape['points'].extend(map(float, pair.split(','))) + shape["points"] = [] + for pair in el.attrib["points"].split(";"): + shape["points"].extend(map(float, pair.split(","))) if track: if shape["type"] == "skeleton" and track_elements: shape["keyframe"] = True - track_shapes[shape['frame']] = shape - track_shapes[shape['frame']]['elements'] = track_elements + track_shapes[shape["frame"]] = shape + track_shapes[shape["frame"]]["elements"] = track_elements track_elements = None elif shape["type"] != "skeleton": - track_shapes[shape['frame']] = shape + track_shapes[shape["frame"]] = shape else: - frame_desc = items.get((subset, shape['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_shape_ann(shape, categories)) - items[(subset, shape['frame'])] = frame_desc + frame_desc = items.get( + (subset, shape["frame"]), {"annotations": []} + ) + frame_desc["annotations"].append( + cls._parse_shape_ann(shape, categories) + ) + items[(subset, shape["frame"])] = frame_desc shape = None - elif el.tag == 'tag': - frame_desc = items.get((subset, tag['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_tag_ann(tag, categories)) - items[(subset, tag['frame'])] = frame_desc + elif el.tag == "tag": + frame_desc = items.get((subset, tag["frame"]), {"annotations": []}) + frame_desc["annotations"].append( + cls._parse_tag_ann(tag, categories) + ) + items[(subset, tag["frame"])] = frame_desc tag = None - elif el.tag == 'track': + elif el.tag == "track": for track_shape in track_shapes.values(): - frame_desc = items.get((subset, track_shape['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_shape_ann(track_shape, categories)) - items[(subset, track_shape['frame'])] = frame_desc + frame_desc = items.get( + (subset, track_shape["frame"]), {"annotations": []} + ) + frame_desc["annotations"].append( + cls._parse_shape_ann(track_shape, categories) + ) + items[(subset, track_shape["frame"])] = frame_desc track = None - elif el.tag == 'image': - frame_desc = items.get((subset, image['frame']), {'annotations': []}) - frame_desc.update({ - 'name': image.get('name'), - 'height': image.get('height'), - 'width': image.get('width'), - 'subset': subset, - }) - items[(subset, image['frame'])] = frame_desc + elif el.tag == "image": + frame_desc = items.get( + (subset, image["frame"]), {"annotations": []} + ) + frame_desc.update( + { + "name": image.get("name"), + "height": image.get("height"), + "width": image.get("width"), + "subset": subset, + } + ) + items[(subset, image["frame"])] = frame_desc image = None el.clear() @@ -312,7 +361,7 @@ def _parse(cls, path): @staticmethod def _parse_meta(context): ev, el = next(context) - if not (ev == 'start' and el.tag == 'annotations'): + if not (ev == "start" and el.tag == "annotations"): raise Exception("Unexpected token ") categories = {} @@ -326,7 +375,8 @@ def _parse_meta(context): # Recursive descent parser el = None - states = ['annotations'] + states = ["annotations"] + def accepted(expected_state, tag, next_state=None): state = states[-1] if state == expected_state and el is not None and el.tag == tag: @@ -335,6 +385,7 @@ def accepted(expected_state, tag, next_state=None): states.append(next_state) return True return False + def consumed(expected_state, tag): state = states[-1] if state == expected_state and el is not None and el.tag == tag: @@ -343,210 +394,290 @@ def consumed(expected_state, tag): return False for ev, el in context: - if ev == 'start': - if accepted('annotations', 'meta'): pass - elif accepted('meta', 'task'): pass - elif accepted('meta', 'project'): pass - elif accepted('project', 'tasks'): pass - elif accepted('tasks', 'task'): pass - elif accepted('task', 'id', next_state='task_id'): pass - elif accepted('task', 'segment'): pass - elif accepted('task', 'mode'): pass - elif accepted('task', 'original_size'): pass - elif accepted('original_size', 'height', next_state='frame_height'): pass - elif accepted('original_size', 'width', next_state='frame_width'): pass - elif accepted('task', 'labels'): pass - elif accepted('project', 'labels'): pass - elif accepted('labels', 'label'): - label = { 'name': None, 'attributes': [], 'parent': None } - elif accepted('label', 'name', next_state='label_name'): pass - elif accepted('label', 'attributes'): pass - elif accepted('label', 'parent', next_state='label_parent'): pass - elif accepted('attributes', 'attribute'): pass - elif accepted('attribute', 'name', next_state='attr_name'): pass - elif accepted('attribute', 'input_type', next_state='attr_type'): pass - elif accepted('annotations', 'image') or \ - accepted('annotations', 'track') or \ - accepted('annotations', 'tag'): + if ev == "start": + if accepted("annotations", "meta"): + pass + elif accepted("meta", "task"): + pass + elif accepted("meta", "project"): + pass + elif accepted("project", "tasks"): + pass + elif accepted("tasks", "task"): + pass + elif accepted("task", "id", next_state="task_id"): + pass + elif accepted("task", "segment"): + pass + elif accepted("task", "mode"): + pass + elif accepted("task", "original_size"): + pass + elif accepted("original_size", "height", next_state="frame_height"): + pass + elif accepted("original_size", "width", next_state="frame_width"): + pass + elif accepted("task", "labels"): + pass + elif accepted("project", "labels"): + pass + elif accepted("labels", "label"): + label = {"name": None, "attributes": [], "parent": None} + elif accepted("label", "name", next_state="label_name"): + pass + elif accepted("label", "attributes"): + pass + elif accepted("label", "parent", next_state="label_parent"): + pass + elif accepted("attributes", "attribute"): + pass + elif accepted("attribute", "name", next_state="attr_name"): + pass + elif accepted("attribute", "input_type", next_state="attr_type"): + pass + elif ( + accepted("annotations", "image") + or accepted("annotations", "track") + or accepted("annotations", "tag") + ): break else: pass - elif ev == 'end': - if consumed('meta', 'meta'): + elif ev == "end": + if consumed("meta", "meta"): break - elif consumed('project', 'project'): pass - elif consumed('tasks', 'tasks'): pass - elif consumed('task', 'task'): + elif consumed("project", "project"): + pass + elif consumed("tasks", "tasks"): + pass + elif consumed("task", "task"): tasks_info[task_id] = { - 'frame_size': frame_size, - 'mode': mode, + "frame_size": frame_size, + "mode": mode, } frame_size = [None, None] mode = None - elif consumed('task_id', 'id'): + elif consumed("task_id", "id"): task_id = int(el.text) - elif consumed('segment', 'segment'): pass - elif consumed('mode', 'mode'): + elif consumed("segment", "segment"): + pass + elif consumed("mode", "mode"): mode = el.text - elif consumed('original_size', 'original_size'): pass - elif consumed('frame_height', 'height'): + elif consumed("original_size", "original_size"): + pass + elif consumed("frame_height", "height"): frame_size[0] = int(el.text) - elif consumed('frame_width', 'width'): + elif consumed("frame_width", "width"): frame_size[1] = int(el.text) - elif consumed('label_name', 'name'): - label['name'] = el.text - elif consumed('attr_name', 'name'): - label['attributes'].append({'name': el.text}) - elif consumed('attr_type', 'input_type'): - label['attributes'][-1]['input_type'] = el.text - elif consumed('attribute', 'attribute'): pass - elif consumed('attributes', 'attributes'): pass - elif consumed('label', 'label'): - labels[label['name']] = { - 'attributes': label['attributes'], - 'parent': label['parent'] + elif consumed("label_name", "name"): + label["name"] = el.text + elif consumed("attr_name", "name"): + label["attributes"].append({"name": el.text}) + elif consumed("attr_type", "input_type"): + label["attributes"][-1]["input_type"] = el.text + elif consumed("attribute", "attribute"): + pass + elif consumed("attributes", "attributes"): + pass + elif consumed("label", "label"): + labels[label["name"]] = { + "attributes": label["attributes"], + "parent": label["parent"], } label = None - elif consumed('label_parent', 'parent'): - label['parent'] = el.text - elif consumed('labels', 'labels'): pass + elif consumed("label_parent", "parent"): + label["parent"] = el.text + elif consumed("labels", "labels"): + pass else: pass - assert len(states) == 1 and states[0] == 'annotations', \ + assert len(states) == 1 and states[0] == "annotations", ( "Expected 'meta' section in the annotation file, path: %s" % states + ) - common_attrs = ['occluded'] - if 'interpolation' in map(lambda t: t['mode'], tasks_info.values()): - common_attrs.append('keyframe') - common_attrs.append('outside') - common_attrs.append('track_id') + common_attrs = ["occluded"] + if "interpolation" in map(lambda t: t["mode"], tasks_info.values()): + common_attrs.append("keyframe") + common_attrs.append("outside") + common_attrs.append("track_id") label_cat = LabelCategories(attributes=common_attrs) attribute_types = {} for label, params in labels.items(): - attrs = {v['name']: v for v in params['attributes']} - parent = params['parent'] + attrs = {v["name"]: v for v in params["attributes"]} + parent = params["parent"] if parent and parent not in labels: - raise ValueError(f"Label's '{label}' parent label '{parent}' is not found") + raise ValueError( + f"Label's '{label}' parent label '{parent}' is not found" + ) label_cat.add(label, attributes=set(attrs), parent=parent) for attr_name, attr_params in attrs.items(): - attribute_types[attr_name] = attr_params['input_type'] + attribute_types[attr_name] = attr_params["input_type"] categories[AnnotationType.label] = label_cat return categories, tasks_info, attribute_types @classmethod def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): - ann_id = ann.get('id', 0) - ann_type = ann['type'] - - attributes = ann.get('attributes') or {} - if 'occluded' in categories[AnnotationType.label].attributes: - attributes['occluded'] = ann.get('occluded', False) - if 'outside' in ann: - attributes['outside'] = ann['outside'] - if 'keyframe' in ann: - attributes['keyframe'] = ann['keyframe'] - if 'track_id' in ann: - attributes['track_id'] = ann['track_id'] - if 'rotation' in ann: - attributes['rotation'] = ann['rotation'] - - group = ann.get('group') - - label = ann.get('label') - label_id = categories[AnnotationType.label].find(label, parent=parent_label or '')[0] + ann_id = ann.get("id", 0) + ann_type = ann["type"] + + attributes = ann.get("attributes") or {} + if "occluded" in categories[AnnotationType.label].attributes: + attributes["occluded"] = ann.get("occluded", False) + if "outside" in ann: + attributes["outside"] = ann["outside"] + if "keyframe" in ann: + attributes["keyframe"] = ann["keyframe"] + if "track_id" in ann: + attributes["track_id"] = ann["track_id"] + if "rotation" in ann: + attributes["rotation"] = ann["rotation"] + + group = ann.get("group") + + label = ann.get("label") + label_id = categories[AnnotationType.label].find( + label, parent=parent_label or "" + )[0] if label_id is None: raise ValueError( f"Annotation id {ann_id} ({ann_type}): " f"unknown label {label} (parent {parent_label})" ) - z_order = ann.get('z_order', 0) - points = ann.get('points', []) - - if ann_type == 'polyline': - return PolyLine(points, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + z_order = ann.get("z_order", 0) + points = ann.get("points", []) + + if ann_type == "polyline": + return PolyLine( + points, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) - elif ann_type == 'polygon': - return Polygon(points, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + elif ann_type == "polygon": + return Polygon( + points, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) - elif ann_type == 'points': - visibility = ann.get('visibility', None) - return Points(points, visibility, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + elif ann_type == "points": + visibility = ann.get("visibility", None) + return Points( + points, + visibility, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) - elif ann_type == 'box': + elif ann_type == "box": x, y = points[0], points[1] w, h = points[2] - x, points[3] - y - return Bbox(x, y, w, h, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + return Bbox( + x, + y, + w, + h, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) - elif ann_type == 'skeleton': + elif ann_type == "skeleton": elements = [] - for element in ann.get('elements', []): - elements.append(cls._parse_shape_ann( - element, categories, parent_label=ann.get('label') - )) + for element in ann.get("elements", []): + elements.append( + cls._parse_shape_ann( + element, categories, parent_label=ann.get("label") + ) + ) - return Skeleton(elements, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + return Skeleton( + elements, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) else: raise NotImplementedError("Unknown annotation type '%s'" % ann_type) @classmethod def _parse_tag_ann(cls, ann, categories): - label = ann.get('label') + label = ann.get("label") label_id = categories[AnnotationType.label].find(label)[0] - group = ann.get('group') - attributes = ann.get('attributes') + group = ann.get("group") + attributes = ann.get("attributes") return Label(label_id, attributes=attributes, group=group) def _load_items(self, parsed, image_items): for (subset, frame_id), item_desc in parsed.items(): - name = item_desc.get('name', 'frame_%06d.PNG' % int(frame_id)) - image = osp.join(self._images_dir, subset, name) if subset else osp.join(self._images_dir, name) - image_size = (item_desc.get('height'), item_desc.get('width')) + name = item_desc.get("name", "frame_%06d.PNG" % int(frame_id)) + image = ( + osp.join(self._images_dir, subset, name) + if subset + else osp.join(self._images_dir, name) + ) + image_size = (item_desc.get("height"), item_desc.get("width")) if all(image_size): image = Image(path=image, size=tuple(map(int, image_size))) - di = image_items.get((subset, osp.splitext(name)[0]), DatasetItem( - id=name, annotations=[], - )) + di = image_items.get( + (subset, osp.splitext(name)[0]), + DatasetItem( + id=name, + annotations=[], + ), + ) di.subset = subset or DEFAULT_SUBSET_NAME - di.annotations = item_desc.get('annotations') - di.attributes = {'frame': int(frame_id)} + di.annotations = item_desc.get("annotations") + di.attributes = {"frame": int(frame_id)} di.media = image if isinstance(image, Image) else di.media image_items[(subset, osp.splitext(name)[0])] = di return image_items + dm_env = dm.Environment() -dm_env.extractors.register('cvat', CvatExtractor) +dm_env.extractors.register("cvat", CvatExtractor) + class CvatImporter(Importer): @classmethod def find_sources(cls, path): - return cls._find_sources_recursive(path, '.xml', 'cvat') + return cls._find_sources_recursive(path, ".xml", "cvat") + -dm_env.importers.register('cvat', CvatImporter) +dm_env.importers.register("cvat", CvatImporter) class AnnotationConflictType(str, Enum): - MISSING_ANNOTATION = 'missing_annotation' - EXTRA_ANNOTATION = 'extra_annotation' - MISMATCHING_ANNOTATION = 'mismatching_annotation' + MISSING_ANNOTATION = "missing_annotation" + EXTRA_ANNOTATION = "extra_annotation" + MISMATCHING_ANNOTATION = "mismatching_annotation" def __str__(self) -> str: return self.value class MismatchingAnnotationKind(str, Enum): - ATTRIBUTE = 'attribute' - LABEL = 'label' + ATTRIBUTE = "attribute" + LABEL = "label" def __str__(self) -> str: return self.value @@ -575,15 +706,21 @@ def to_dict(self) -> dict: @define(kw_only=True) class AnnotationConflictsReport: + included_annotation_types: List[str] + ignored_attributes: List[str] mean_accuracy: float mean_annotation_accuracy: float mean_attribute_accuracy: float error_count: int + annotation_errors_count: int + attribute_errors_count: int + mean_error_count: float estimated_dataset_error_count: int estimated_dataset_invalid_annotations_count: int estimated_dataset_invalid_attributes_count: int - this_total_annotations_count: int + this_comparable_annotations_count: int this_annotations_count: int + this_total_annotations_count: int this_attributes_count: int intersection_gt_annotations_count: int intersection_frame_count: int @@ -622,7 +759,10 @@ def OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): scale = bbox[2] * bbox[3] dists = np.linalg.norm(p1 - p2, axis=1) - return np.sum(visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2))) / np.sum(visibility) + return np.sum( + visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2)) + ) / np.sum(visibility) + @define(kw_only=True) class _PointsMatcher(dm.ops.PointsMatcher): @@ -632,12 +772,23 @@ def distance(self, a, b): if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: return 0 bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) - return OKS(a, b, sigma=self.sigma, bbox=bbox, - visibility=[v == dm.Points.Visibility.visible for v in a.visibility] + return OKS( + a, + b, + sigma=self.sigma, + bbox=bbox, + visibility=[v == dm.Points.Visibility.visible for v in a.visibility], ) + class _DistanceComparator(dm.ops.DistanceComparator): - def __init__(self, categories: dm.CategoriesInfo, **kwargs): + def __init__( + self, + categories: dm.CategoriesInfo, + *, + included_ann_types: Optional[List[dm.AnnotationType]] = None, + **kwargs, + ): super().__init__(**kwargs) self.categories = categories self._skeleton_info = {} @@ -679,7 +830,8 @@ def _get_skeleton_info(self, skeleton_label_id: int): # Build a sorted list of sublabels to arrange skeleton points during comparison skeleton_info = sorted( - idx for idx, label in enumerate(label_cat) + idx + for idx, label in enumerate(label_cat) if label.parent == skeleton_label_name ) self._skeleton_info[skeleton_label_id] = skeleton_info @@ -715,14 +867,17 @@ def match_skeletons(self, item_a, item_b): # Build a single Points object for further comparisons merged_points = dm.Points( - points=list(itertools.chain.from_iterable( - p.points if p else [0, 0] - for p in skeleton_points - )), - visibility=list(itertools.chain.from_iterable( - p.visibility if p else [dm.Points.Visibility.absent] - for p in skeleton_points - )), + points=list( + itertools.chain.from_iterable( + p.points if p else [0, 0] for p in skeleton_points + ) + ), + visibility=list( + itertools.chain.from_iterable( + p.visibility if p else [dm.Points.Visibility.absent] + for p in skeleton_points + ) + ), label=skeleton.label # no per-point attributes currently in CVAT ) @@ -753,11 +908,13 @@ def match_skeletons(self, item_a, item_b): a_points, b_points, dist_thresh=self.iou_threshold, - distance=matcher.distance + distance=matcher.distance, ) matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] - mismatched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched] + mismatched = [ + (points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched + ] a_extra = [points_map[id(p_a)] for p_a in a_extra] b_extra = [points_map[id(p_b)] for p_b in b_extra] @@ -767,12 +924,22 @@ def match_skeletons(self, item_a, item_b): class _Comparator: def __init__(self, categories: dm.CategoriesInfo): self.ignored_attrs = [ - 'track_id', # changes from task to task, can't be defined manually with the same name - 'keyframe', # indicates the way annotation obtained, meaningless to compare - 'z_order', # TODO: compare relative or 'visible' z_order - 'group', # TODO: changes from task to task. But must be compared for existence + "track_id", # changes from task to task, can't be defined manually with the same name + "keyframe", # indicates the way annotation obtained, meaningless to compare + "z_order", # TODO: compare relative or 'visible' z_order + "group", # TODO: changes from task to task. But must be compared for existence ] - self._annotation_comparator = _DistanceComparator(categories) + self.included_ann_types = [ + dm.AnnotationType.bbox, + dm.AnnotationType.mask, + dm.AnnotationType.points, + dm.AnnotationType.polygon, + dm.AnnotationType.polyline, + dm.AnnotationType.skeleton, + ] + self._annotation_comparator = _DistanceComparator( + categories, included_ann_types=self.included_ann_types + ) def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): a_attrs = ann_a.attributes @@ -805,25 +972,23 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): def match_annotations(self, item_a, item_b): return self._annotation_comparator.match_annotations(item_a, item_b) + class DatasetComparator: - def __init__(self, - this_dataset: dm.Dataset, - gt_dataset: dm.Dataset - ) -> None: + def __init__(self, this_dataset: dm.Dataset, gt_dataset: dm.Dataset) -> None: self._this_dataset = this_dataset self._gt_dataset = gt_dataset self._comparator = _Comparator(gt_dataset.categories()) self._per_frame_results = {} - self._common_results = { - 'this_annotations_count': 0 - } + self._common_results = {"this_annotations_count": 0} - def _dm_ann_to_ann_id(self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset): + def _dm_ann_to_ann_id( + self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset + ): if dataset is self._this_dataset: - source = 'this' + source = "this" else: - source = 'gt' + source = "gt" ann_idx = item.annotations.index(ann) @@ -836,7 +1001,7 @@ def _find_gt_conflicts(self) -> List[AnnotationConflict]: for gt_item in gt_job_dataset: this_item = this_job_dataset.get(gt_item.id) if not this_item: - continue # we need to compare only intersecting frames + continue # we need to compare only intersecting frames self._process_frame(this_item, gt_item) @@ -850,142 +1015,183 @@ def _process_frame(self, this_item, gt_item): ) def _generate_frame_annotation_conflicts( - self, frame_id, frame_results, this_item: dm.DatasetItem, gt_item: dm.DatasetItem + self, + frame_id, + frame_results, + this_item: dm.DatasetItem, + gt_item: dm.DatasetItem, ) -> List[AnnotationConflict]: conflicts = [] merged_results = [[], [], [], []] - for shape_type in [ - dm.AnnotationType.bbox, dm.AnnotationType.mask, - dm.AnnotationType.points, dm.AnnotationType.polygon, - dm.AnnotationType.polyline, dm.AnnotationType.skeleton, - ]: + for shape_type in self._comparator.included_ann_types: for merged_field, field in zip(merged_results, frame_results[shape_type]): merged_field.extend(field) matches, mismatches, gt_unmatched, this_unmatched = merged_results for unmatched_ann in gt_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISSING_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(unmatched_ann, gt_item, self._gt_dataset) - ] - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISSING_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + unmatched_ann, gt_item, self._gt_dataset + ) + ] + }, + ) + ) for unmatched_ann in this_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.EXTRA_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(unmatched_ann, this_item, self._this_dataset) - ] - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.EXTRA_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + unmatched_ann, this_item, self._this_dataset + ) + ] + }, + ) + ) for gt_ann, this_ann in mismatches: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), - self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - 'kind': MismatchingAnnotationKind.LABEL, - 'expected': gt_ann.label, - 'actual': this_ann.label, - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + this_ann, this_item, self._this_dataset + ), + self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), + ], + "kind": MismatchingAnnotationKind.LABEL, + "expected": gt_ann.label, + "actual": this_ann.label, + }, + ) + ) valid_annotations_count = 0 valid_attributes_count = 0 compared_attributes_count = 0 for gt_ann, this_ann in matches: # Datumaro wont match attributes - attr_matches, attr_mismatches, attr_gt_extra, attr_this_extra = \ - self._comparator.match_attrs(gt_ann, this_ann) + ( + attr_matches, + attr_mismatches, + attr_gt_extra, + attr_this_extra, + ) = self._comparator.match_attrs(gt_ann, this_ann) for mismatched_attr in attr_mismatches: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), - self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': gt_ann.attributes[mismatched_attr], - 'actual': this_ann.attributes[mismatched_attr], - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + this_ann, this_item, self._this_dataset + ), + self._dm_ann_to_ann_id( + gt_ann, gt_item, self._gt_dataset + ), + ], + "kind": MismatchingAnnotationKind.ATTRIBUTE, + "attribute": mismatched_attr, + "expected": gt_ann.attributes[mismatched_attr], + "actual": this_ann.attributes[mismatched_attr], + }, + ) + ) for extra_attr in attr_gt_extra: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), - self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': gt_ann.attributes[extra_attr], - 'actual': None, - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + this_ann, this_item, self._this_dataset + ), + self._dm_ann_to_ann_id( + gt_ann, gt_item, self._gt_dataset + ), + ], + "kind": MismatchingAnnotationKind.ATTRIBUTE, + "attribute": mismatched_attr, + "expected": gt_ann.attributes[extra_attr], + "actual": None, + }, + ) + ) for extra_attr in attr_this_extra: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._dm_ann_to_ann_id(this_ann, this_item, self._this_dataset), - self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': None, - 'actual': this_ann.attributes[extra_attr], - }, - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ANNOTATION, + data={ + "annotation_ids": [ + self._dm_ann_to_ann_id( + this_ann, this_item, self._this_dataset + ), + self._dm_ann_to_ann_id( + gt_ann, gt_item, self._gt_dataset + ), + ], + "kind": MismatchingAnnotationKind.ATTRIBUTE, + "attribute": mismatched_attr, + "expected": None, + "actual": this_ann.attributes[extra_attr], + }, + ) + ) valid_attributes_count += len(attr_matches) - compared_attributes_count += \ - len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) + len(attr_this_extra) + compared_attributes_count += ( + len(attr_matches) + + len(attr_mismatches) + + len(attr_gt_extra) + + len(attr_this_extra) + ) valid_annotations_count += 0 == ( len(attr_mismatches) + len(attr_gt_extra) + len(attr_this_extra) ) - compared_annotations_count = \ + compared_annotations_count = ( len(matches) + len(mismatches) + len(gt_unmatched) + len(this_unmatched) + ) - total_annotations_count = len(this_item.annotations) + len(gt_item.annotations) - - self._per_frame_results.setdefault(frame_id, {}).update({ - 'valid_attributes_count': valid_attributes_count, - 'compared_attributes_count': compared_attributes_count, - 'valid_annotations_count': valid_annotations_count, - 'compared_annotations_count': compared_annotations_count, - 'total_annotations_count': total_annotations_count, - 'gt_annotations_count': len(gt_item.annotations), - 'this_annotations_count': len(this_item.annotations), - 'attribute_accuracy': valid_attributes_count / compared_attributes_count, - 'annotation_accuracy': valid_annotations_count / compared_annotations_count, - 'overall_accuracy': \ - (valid_attributes_count + valid_annotations_count) / \ - ((compared_annotations_count + compared_attributes_count) or 1), - 'error_count': len(conflicts), # assuming no more than 1 error per annotation - 'conflicts': conflicts.copy(), - }) + self._per_frame_results.setdefault(frame_id, {}).update( + { + "valid_attributes_count": valid_attributes_count, + "compared_attributes_count": compared_attributes_count, + "valid_annotations_count": valid_annotations_count, + "compared_annotations_count": compared_annotations_count, + "gt_annotations_count": len(gt_item.annotations), + "this_annotations_count": len(this_item.annotations), + "attribute_accuracy": valid_attributes_count + / compared_attributes_count, + "annotation_accuracy": valid_annotations_count + / compared_annotations_count, + "overall_accuracy": (valid_attributes_count + valid_annotations_count) + / ((compared_annotations_count + compared_attributes_count) or 1), + "error_count": len( + conflicts + ), # assuming no more than 1 error per annotation + "conflicts": conflicts.copy(), + } + ) return conflicts @@ -994,14 +1200,20 @@ def prepare_report(self) -> AnnotationConflictsReport: this_annotations_count = 0 this_attributes_count = 0 + this_total_annotations_count = 0 for item in self._this_dataset: - this_annotations_count += len(item.annotations) + this_total_annotations_count += len(item.annotations) for ann in item.annotations: - this_attributes_count += \ - len(set(ann.attributes).difference(self._comparator.ignored_attrs)) + if ann.type not in self._comparator.included_ann_types: + continue + + this_attributes_count += len( + set(ann.attributes).difference(self._comparator.ignored_attrs) + ) + this_annotations_count += 1 - this_properties_count = this_annotations_count + this_attributes_count + this_comparable_annotations_count = this_annotations_count + this_attributes_count intersection_frames = [] valid_attributes_count = 0 @@ -1013,36 +1225,48 @@ def prepare_report(self) -> AnnotationConflictsReport: for frame_id, frame_result in self._per_frame_results.items(): intersection_frames.append(frame_id) - valid_attributes_count += frame_result['valid_attributes_count'] - valid_annotations_count += frame_result['valid_annotations_count'] - compared_attributes_count += frame_result['compared_attributes_count'] - compared_annotations_count += frame_result['compared_annotations_count'] - error_count += frame_result['error_count'] - intersection_gt_annotations_count += frame_result['gt_annotations_count'] - - mean_accuracy = \ - (valid_attributes_count + valid_annotations_count) / \ - ((compared_attributes_count + compared_annotations_count) or 1) - - mean_annotation_accuracy = valid_attributes_count / (compared_attributes_count or 1) - mean_attribute_accuracy = valid_annotations_count / (compared_annotations_count or 1) - - estimated_dataset_error_count = int((1 - mean_accuracy) * this_properties_count) - estimated_dataset_invalid_annotations_count = \ - int((1 - mean_annotation_accuracy) * this_annotations_count) - estimated_dataset_invalid_attributes_count = \ - int((1 - mean_attribute_accuracy) * this_attributes_count) + valid_attributes_count += frame_result["valid_attributes_count"] + valid_annotations_count += frame_result["valid_annotations_count"] + compared_attributes_count += frame_result["compared_attributes_count"] + compared_annotations_count += frame_result["compared_annotations_count"] + error_count += frame_result["error_count"] + intersection_gt_annotations_count += frame_result["gt_annotations_count"] + + mean_accuracy = (valid_attributes_count + valid_annotations_count) / ( + (compared_attributes_count + compared_annotations_count) or 1 + ) + + mean_attribute_accuracy = valid_attributes_count / ( + compared_attributes_count or 1 + ) + mean_annotation_accuracy = valid_annotations_count / ( + compared_annotations_count or 1 + ) + + estimated_dataset_error_count = int((1 - mean_accuracy) * this_comparable_annotations_count) + estimated_dataset_invalid_annotations_count = int( + (1 - mean_annotation_accuracy) * this_annotations_count + ) + estimated_dataset_invalid_attributes_count = int( + (1 - mean_attribute_accuracy) * this_attributes_count + ) return AnnotationConflictsReport( + included_annotation_types=[t.name for t in self._comparator.included_ann_types], + ignored_attributes=self._comparator.ignored_attrs, mean_accuracy=mean_accuracy, mean_annotation_accuracy=mean_annotation_accuracy, mean_attribute_accuracy=mean_attribute_accuracy, error_count=error_count, + mean_error_count=error_count / len(intersection_frames), + annotation_errors_count=compared_annotations_count - valid_annotations_count, + attribute_errors_count=compared_attributes_count - valid_attributes_count, estimated_dataset_error_count=estimated_dataset_error_count, estimated_dataset_invalid_annotations_count=estimated_dataset_invalid_annotations_count, estimated_dataset_invalid_attributes_count=estimated_dataset_invalid_attributes_count, - this_total_annotations_count=this_properties_count, + this_comparable_annotations_count=this_comparable_annotations_count, this_annotations_count=this_annotations_count, + this_total_annotations_count=this_total_annotations_count, this_attributes_count=this_attributes_count, intersection_gt_annotations_count=intersection_gt_annotations_count, intersection_frame_count=len(intersection_frames), @@ -1054,30 +1278,34 @@ def prepare_report(self) -> AnnotationConflictsReport: def main(args=None): parser = argparse.ArgumentParser() - parser.add_argument('--gt') - parser.add_argument('--gtf', default=None) - parser.add_argument('--ds') - parser.add_argument('--dsf', default=None) - parser.add_argument('-o', default='report.json') + parser.add_argument("--gt") + parser.add_argument("--gtf", default=None) + parser.add_argument("--ds") + parser.add_argument("--dsf", default=None) + parser.add_argument("-o", default="report.json") args = parser.parse_args(args) gt_dataset = dm.Dataset.import_from(args.gt, format=args.gtf, env=dm_env) this_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) comparator = DatasetComparator(this_dataset, gt_dataset) + # comparator._comparator.included_ann_types = [dm.AnnotationType.bbox] report = comparator.prepare_report() class JsonConverter(json.JSONEncoder): def default(self, o: Any): - if isinstance(o, (AnnotationConflict ,AnnotationConflictsReport, AnnotationId)): + if isinstance( + o, (AnnotationConflict, AnnotationConflictsReport, AnnotationId) + ): return o.to_dict() else: return super().default(o) - with open(args.o, 'w') as f: + with open(args.o, "w") as f: json.dump(report, f, cls=JsonConverter, indent=2) return 0 -if __name__ == '__main__': + +if __name__ == "__main__": sys.exit(main()) From 56c588ba5b86414fde961e74c880daaed9810110 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 12 Apr 2023 12:51:47 +0300 Subject: [PATCH 009/257] Fix import --- cvat/apps/dataset_manager/bindings.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 195a4df2bb21..ebd77a077b54 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -168,15 +168,15 @@ def _export_attributes(self, attributes): class CommonData(InstanceLabelData): Shape = namedtuple("Shape", 'id, label_id') # 3d LabeledShape = namedtuple( - 'LabeledShape', 'id, type, frame, label, points, occluded, attributes, source, rotation, group, z_order, elements, outside') - LabeledShape.__new__.__defaults__ = (0, 0, 0, [], False) + 'LabeledShape', 'type, frame, label, points, occluded, attributes, source, rotation, group, z_order, elements, outside, id') + LabeledShape.__new__.__defaults__ = (0, 0, 0, [], False, None) TrackedShape = namedtuple( - 'TrackedShape', 'id, type, frame, points, occluded, outside, keyframe, attributes, rotation, source, group, z_order, label, track_id, elements') - TrackedShape.__new__.__defaults__ = (0, 'manual', 0, 0, None, 0, []) + 'TrackedShape', 'type, frame, points, occluded, outside, keyframe, attributes, rotation, source, group, z_order, label, track_id, elements, id') + TrackedShape.__new__.__defaults__ = (0, 'manual', 0, 0, None, 0, [], None) Track = namedtuple('Track', 'id, label, group, source, shapes, elements') Track.__new__.__defaults__ = ([], ) - Tag = namedtuple('Tag', 'id, frame, label, attributes, source, group') - Tag.__new__.__defaults__ = (0, ) + Tag = namedtuple('Tag', 'frame, label, attributes, source, group, id') + Tag.__new__.__defaults__ = (0, None) Frame = namedtuple( 'Frame', 'idx, id, frame, name, width, height, labeled_shapes, tags, shapes, labels') Label = namedtuple('Label', 'id, name, color, type') From 64c814084dd252d1d9082a36f8801eddf2173cf3 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 13 Apr 2023 21:53:44 +0300 Subject: [PATCH 010/257] Improve metrics and results output in the script --- compare_datasets.py | 481 ++++++++++++++++++++++++++++++++------------ 1 file changed, 351 insertions(+), 130 deletions(-) diff --git a/compare_datasets.py b/compare_datasets.py index 243e5ccd45a0..e3767ee3d75b 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -10,7 +10,7 @@ from collections import OrderedDict from enum import Enum from glob import glob -from typing import Any, Dict, List, Optional, cast +from typing import Any, Callable, Dict, List, Optional, cast import datumaro as dm import numpy as np @@ -718,10 +718,10 @@ class AnnotationConflictsReport: estimated_dataset_error_count: int estimated_dataset_invalid_annotations_count: int estimated_dataset_invalid_attributes_count: int - this_comparable_annotations_count: int - this_annotations_count: int - this_total_annotations_count: int - this_attributes_count: int + ds_comparable_annotations_count: int + ds_annotations_count: int + ds_total_annotations_count: int + ds_attributes_count: int intersection_gt_annotations_count: int intersection_frame_count: int intersection_frame_share: float @@ -787,13 +787,19 @@ def __init__( categories: dm.CategoriesInfo, *, included_ann_types: Optional[List[dm.AnnotationType]] = None, + return_distances: bool = False, **kwargs, ): super().__init__(**kwargs) self.categories = categories self._skeleton_info = {} + self.included_ann_types = included_ann_types + self.return_distances = return_distances def _match_ann_type(self, t, *args): + if t not in self.included_ann_types: + return None + # pylint: disable=no-value-for-parameter if t == dm.AnnotationType.label: return self.match_labels(*args) @@ -813,13 +819,70 @@ def _match_ann_type(self, t, *args): else: return None + def _match_segments(self, t, item_a, item_b, *, + distance: Callable = dm.ops.segment_iou + ): + a_objs = self._get_ann_type(t, item_a) + b_objs = self._get_ann_type(t, item_b) + if not a_objs and not b_objs: + return [], [], [], [] + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + + returned_values = dm.ops.match_segments(a_objs, b_objs, + distance=distance, dist_thresh=self.iou_threshold) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + + def match_boxes(self, item_a, item_b): + return self._match_segments(AnnotationType.bbox, item_a, item_b) + + def match_polygons(self, item_a, item_b): + return self._match_segments(AnnotationType.polygon, item_a, item_b) + + def match_masks(self, item_a, item_b): + return self._match_segments(AnnotationType.mask, item_a, item_b) + + def match_lines(self, item_a, item_b): + matcher = dm.ops.LineMatcher() + return self._match_segments(AnnotationType.polyline, item_a, item_b, + distance=matcher.distance) + def match_points(self, item_a, item_b): - a_points = self._get_ann_type(dm.AnnotationType.points, item_a) - b_points = self._get_ann_type(dm.AnnotationType.points, item_b) + a_points = self._get_ann_type(AnnotationType.points, item_a) + b_points = self._get_ann_type(AnnotationType.points, item_b) if not a_points and not b_points: return [], [], [], [] - return super().match_points(item_a, item_b) + instance_map = {} + for s in [item_a.annotations, item_b.annotations]: + s_instances = dm.ops.find_instances(s) + for inst in s_instances: + inst_bbox = dm.ops.max_bbox(inst) + for ann in inst: + instance_map[id(ann)] = [inst, inst_bbox] + matcher = _PointsMatcher(instance_map=instance_map) + + distance = matcher.distance + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + + returned_values = dm.ops.match_segments( + a_points, + b_points, + dist_thresh=self.iou_threshold, + distance=distance, + ) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values def _get_skeleton_info(self, skeleton_label_id: int): label_cat = cast(dm.LabelCategories, self.categories[dm.AnnotationType.label]) @@ -903,12 +966,16 @@ def match_skeletons(self, item_a, item_b): matcher = _PointsMatcher(instance_map=instance_map) - # unpack to validate returned data format + distance = matcher.distance + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + matched, mismatched, a_extra, b_extra = dm.ops.match_segments( a_points, b_points, dist_thresh=self.iou_threshold, - distance=matcher.distance, + distance=distance, ) matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] @@ -918,7 +985,38 @@ def match_skeletons(self, item_a, item_b): a_extra = [points_map[id(p_a)] for p_a in a_extra] b_extra = [points_map[id(p_b)] for p_b in b_extra] - return matched, mismatched, a_extra, b_extra + # Map points back to skeletons + if self.return_distances: + for (p_a_id, p_b_id) in list(distances.keys()): + dist = distances.pop((p_a_id, p_b_id)) + distances[( + id(points_map[p_a_id]), + id(points_map[p_b_id]) + )] = dist + + returned_values = (matched, mismatched, a_extra, b_extra) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + + @classmethod + def _make_memoizing_distance(cls, distance_function): + distances = {} + notfound = object() + + def memoizing_distance(a, b): + key = (id(a), id(b)) + dist = distances.get(key, notfound) + + if dist is notfound: + dist = distance_function(a, b) + distances[key] = dist + + return dist + + return memoizing_distance, distances class _Comparator: @@ -938,7 +1036,7 @@ def __init__(self, categories: dm.CategoriesInfo): dm.AnnotationType.skeleton, ] self._annotation_comparator = _DistanceComparator( - categories, included_ann_types=self.included_ann_types + categories, included_ann_types=self.included_ann_types, return_distances=True, ) def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): @@ -974,19 +1072,19 @@ def match_annotations(self, item_a, item_b): class DatasetComparator: - def __init__(self, this_dataset: dm.Dataset, gt_dataset: dm.Dataset) -> None: - self._this_dataset = this_dataset + def __init__(self, ds_dataset: dm.Dataset, gt_dataset: dm.Dataset) -> None: + self._ds_dataset = ds_dataset self._gt_dataset = gt_dataset self._comparator = _Comparator(gt_dataset.categories()) - self._per_frame_results = {} - self._common_results = {"this_annotations_count": 0} + self._frame_results = {} + self._common_results = {"ds_annotations_count": 0} def _dm_ann_to_ann_id( self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset ): - if dataset is self._this_dataset: - source = "this" + if dataset is self._ds_dataset: + source = "ds" else: source = "gt" @@ -995,40 +1093,68 @@ def _dm_ann_to_ann_id( return AnnotationId(source=source, id=ann_idx, type=ann.type.name) def _find_gt_conflicts(self) -> List[AnnotationConflict]: - this_job_dataset = self._this_dataset + ds_job_dataset = self._ds_dataset gt_job_dataset = self._gt_dataset for gt_item in gt_job_dataset: - this_item = this_job_dataset.get(gt_item.id) - if not this_item: + ds_item = ds_job_dataset.get(gt_item.id) + if not ds_item: continue # we need to compare only intersecting frames - self._process_frame(this_item, gt_item) + self._process_frame(ds_item, gt_item) - def _process_frame(self, this_item, gt_item): - frame_id = this_item.id - frame_results = self._comparator.match_annotations(gt_item, this_item) - self._per_frame_results.setdefault(frame_id, {}) + def _process_frame(self, ds_item, gt_item): + frame_id = ds_item.id + frame_results = self._comparator.match_annotations(gt_item, ds_item) + self._frame_results.setdefault(frame_id, {}) self._generate_frame_annotation_conflicts( - frame_id, frame_results, this_item, gt_item + frame_id, frame_results, ds_item, gt_item ) def _generate_frame_annotation_conflicts( self, frame_id, frame_results, - this_item: dm.DatasetItem, + ds_item: dm.DatasetItem, gt_item: dm.DatasetItem, ) -> List[AnnotationConflict]: conflicts = [] - merged_results = [[], [], [], []] + merged_results = [[], [], [], [], {}] for shape_type in self._comparator.included_ann_types: - for merged_field, field in zip(merged_results, frame_results[shape_type]): + for merged_field, field in zip(merged_results, frame_results[shape_type][:-1]): merged_field.extend(field) - matches, mismatches, gt_unmatched, this_unmatched = merged_results + merged_results[-1].update(frame_results[shape_type][-1]) + + matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results + + def _distance(gt_obj, ds_obj): + return pairwise_distances.get((id(gt_obj), id(ds_obj))) + + _matched_shapes = set( + id(shape) + for shape_pair in itertools.chain(matches, mismatches) + for shape in shape_pair + ) + def _find_best_unmatched_distance(shape): + this_shape_id = id(shape) + + this_shape_distances = [] + + for (gt_shape_id, ds_shape_id), dist in pairwise_distances.items(): + if gt_shape_id == this_shape_id: + other_shape_id = ds_shape_id + elif ds_shape_id == this_shape_id: + other_shape_id = gt_shape_id + else: + continue + + this_shape_distances.append((other_shape_id, dist)) + + matched_ann, distance = max(this_shape_distances, key=lambda v: v[1], default=(None, 0)) + return matched_ann, distance for unmatched_ann in gt_unmatched: conflicts.append( @@ -1045,7 +1171,7 @@ def _generate_frame_annotation_conflicts( ) ) - for unmatched_ann in this_unmatched: + for unmatched_ann in ds_unmatched: conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1053,14 +1179,14 @@ def _generate_frame_annotation_conflicts( data={ "annotation_ids": [ self._dm_ann_to_ann_id( - unmatched_ann, this_item, self._this_dataset + unmatched_ann, ds_item, self._ds_dataset ) ] }, ) ) - for gt_ann, this_ann in mismatches: + for gt_ann, matched_ann_id in mismatches: conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1068,28 +1194,56 @@ def _generate_frame_annotation_conflicts( data={ "annotation_ids": [ self._dm_ann_to_ann_id( - this_ann, this_item, self._this_dataset + matched_ann_id, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), ], "kind": MismatchingAnnotationKind.LABEL, "expected": gt_ann.label, - "actual": this_ann.label, + "actual": matched_ann_id.label, }, ) ) - valid_annotations_count = 0 + resulting_distances = [ + _distance(gt_ann, ds_ann) + for gt_ann, ds_ann in itertools.chain(matches, mismatches) + ] + + for unmatched_ann in itertools.chain(gt_unmatched, ds_unmatched): + matched_ann_id, distance = _find_best_unmatched_distance(unmatched_ann) + if matched_ann_id is not None: + _matched_shapes.add(matched_ann_id) + resulting_distances.append(distance) + + mean_iou = np.mean(resulting_distances) + + valid_shapes_count = len(matches) + len(mismatches) + missing_shapes_count = len(gt_unmatched) + extra_shapes_count = len(ds_unmatched) + total_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) + len(ds_unmatched) + ds_shapes_count = len(matches) + len(mismatches) + len(ds_unmatched) + gt_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) + + valid_labels_count = len(matches) + invalid_labels_count = len(mismatches) + total_labels_count = valid_labels_count + invalid_labels_count + valid_attributes_count = 0 - compared_attributes_count = 0 - for gt_ann, this_ann in matches: + invalid_attributes_count = 0 + missing_attributes_count = 0 + extra_attributes_count = 0 + total_attributes_count = 0 + ds_attributes_count = 0 + gt_attributes_count = 0 + for gt_ann, matched_ann_id in matches: # Datumaro wont match attributes ( attr_matches, attr_mismatches, attr_gt_extra, - attr_this_extra, - ) = self._comparator.match_attrs(gt_ann, this_ann) + attr_ds_extra, + ) = self._comparator.match_attrs(gt_ann, matched_ann_id) for mismatched_attr in attr_mismatches: conflicts.append( @@ -1099,7 +1253,7 @@ def _generate_frame_annotation_conflicts( data={ "annotation_ids": [ self._dm_ann_to_ann_id( - this_ann, this_item, self._this_dataset + matched_ann_id, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1108,7 +1262,7 @@ def _generate_frame_annotation_conflicts( "kind": MismatchingAnnotationKind.ATTRIBUTE, "attribute": mismatched_attr, "expected": gt_ann.attributes[mismatched_attr], - "actual": this_ann.attributes[mismatched_attr], + "actual": matched_ann_id.attributes[mismatched_attr], }, ) ) @@ -1121,7 +1275,7 @@ def _generate_frame_annotation_conflicts( data={ "annotation_ids": [ self._dm_ann_to_ann_id( - this_ann, this_item, self._this_dataset + matched_ann_id, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1135,7 +1289,7 @@ def _generate_frame_annotation_conflicts( ) ) - for extra_attr in attr_this_extra: + for extra_attr in attr_ds_extra: conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1143,7 +1297,7 @@ def _generate_frame_annotation_conflicts( data={ "annotation_ids": [ self._dm_ann_to_ann_id( - this_ann, this_item, self._this_dataset + matched_ann_id, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1152,44 +1306,58 @@ def _generate_frame_annotation_conflicts( "kind": MismatchingAnnotationKind.ATTRIBUTE, "attribute": mismatched_attr, "expected": None, - "actual": this_ann.attributes[extra_attr], + "actual": matched_ann_id.attributes[extra_attr], }, ) ) valid_attributes_count += len(attr_matches) - compared_attributes_count += ( + invalid_attributes_count += len(attr_mismatches) + missing_attributes_count += len(attr_gt_extra) + extra_attributes_count += len(attr_ds_extra) + total_attributes_count += ( len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) - + len(attr_this_extra) - ) - valid_annotations_count += 0 == ( - len(attr_mismatches) + len(attr_gt_extra) + len(attr_this_extra) + + len(attr_ds_extra) ) + ds_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_ds_extra) + gt_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) - compared_annotations_count = ( - len(matches) + len(mismatches) + len(gt_unmatched) + len(this_unmatched) - ) - - self._per_frame_results.setdefault(frame_id, {}).update( + self._frame_results.setdefault(frame_id, {}).update( { - "valid_attributes_count": valid_attributes_count, - "compared_attributes_count": compared_attributes_count, - "valid_annotations_count": valid_annotations_count, - "compared_annotations_count": compared_annotations_count, - "gt_annotations_count": len(gt_item.annotations), - "this_annotations_count": len(this_item.annotations), - "attribute_accuracy": valid_attributes_count - / compared_attributes_count, - "annotation_accuracy": valid_annotations_count - / compared_annotations_count, - "overall_accuracy": (valid_attributes_count + valid_annotations_count) - / ((compared_annotations_count + compared_attributes_count) or 1), - "error_count": len( + "annotation_kind": { + 'shape': { + 'valid_count': valid_shapes_count, + 'missing_count': missing_shapes_count, + 'extra_count': extra_shapes_count, + 'total_count': total_shapes_count, + 'ds_count': ds_shapes_count, + 'gt_count': gt_shapes_count, + 'mean_iou': mean_iou, + 'accuracy': valid_shapes_count / (total_shapes_count or 1), + }, + 'label': { + 'valid_count': valid_labels_count, + 'invalid_count': invalid_labels_count, + 'total_count': total_labels_count, + 'accuracy': valid_labels_count / (total_labels_count or 1), + }, + 'attribute': { + 'valid_count': valid_attributes_count, + 'invalid_count': invalid_attributes_count, + 'missing_count': missing_attributes_count, + 'extra_count': extra_attributes_count, + 'total_count': total_attributes_count, + 'ds_count': ds_attributes_count, + 'gt_count': gt_attributes_count, + 'accuracy': valid_attributes_count / (total_attributes_count or 1), + }, + }, + "errors_count": len( conflicts ), # assuming no more than 1 error per annotation - "conflicts": conflicts.copy(), + "errors": conflicts.copy(), } ) @@ -1198,81 +1366,134 @@ def _generate_frame_annotation_conflicts( def prepare_report(self) -> AnnotationConflictsReport: self._find_gt_conflicts() - this_annotations_count = 0 - this_attributes_count = 0 - this_total_annotations_count = 0 - for item in self._this_dataset: - this_total_annotations_count += len(item.annotations) + def _get_nested_key(d, path): + for k in path: + d = d[k] + return d + + def _set_nested_key(d, path, value): + for k in path[:-1]: + d = d.setdefault(k, {}) + d[path[-1]] = value + return d + full_ds_comparable_shapes_count = 0 + full_ds_comparable_attributes_count = 0 + for item in self._ds_dataset: for ann in item.annotations: if ann.type not in self._comparator.included_ann_types: continue - this_attributes_count += len( + full_ds_comparable_attributes_count += len( set(ann.attributes).difference(self._comparator.ignored_attrs) ) - this_annotations_count += 1 + full_ds_comparable_shapes_count += 1 - this_comparable_annotations_count = this_annotations_count + this_attributes_count + full_ds_comparable_labels_count = full_ds_comparable_shapes_count intersection_frames = [] - valid_attributes_count = 0 - valid_annotations_count = 0 - compared_attributes_count = 0 - compared_annotations_count = 0 - intersection_gt_annotations_count = 0 - error_count = 0 - - for frame_id, frame_result in self._per_frame_results.items(): + summary_stats = {} + mean_ious = [] + for frame_id, frame_result in self._frame_results.items(): intersection_frames.append(frame_id) - valid_attributes_count += frame_result["valid_attributes_count"] - valid_annotations_count += frame_result["valid_annotations_count"] - compared_attributes_count += frame_result["compared_attributes_count"] - compared_annotations_count += frame_result["compared_annotations_count"] - error_count += frame_result["error_count"] - intersection_gt_annotations_count += frame_result["gt_annotations_count"] - - mean_accuracy = (valid_attributes_count + valid_annotations_count) / ( - (compared_attributes_count + compared_annotations_count) or 1 - ) - mean_attribute_accuracy = valid_attributes_count / ( - compared_attributes_count or 1 + for path in [ + ["annotation_kind", "shape", "valid_count"], + ["annotation_kind", "shape", "missing_count"], + ["annotation_kind", "shape", "extra_count"], + ["annotation_kind", "shape", "total_count"], + ["annotation_kind", "shape", "ds_count"], + ["annotation_kind", "shape", "gt_count"], + + ["annotation_kind", "label", "valid_count"], + ["annotation_kind", "label", "invalid_count"], + ["annotation_kind", "label", "total_count"], + + ["annotation_kind", "attribute", "valid_count"], + ["annotation_kind", "attribute", "invalid_count"], + ["annotation_kind", "attribute", "missing_count"], + ["annotation_kind", "attribute", "extra_count"], + ["annotation_kind", "attribute", "total_count"], + ["annotation_kind", "attribute", "ds_count"], + ["annotation_kind", "attribute", "gt_count"], + ["errors_count"], + ]: + frame_value = _get_nested_key(frame_result, path) + try: + summary_value = _get_nested_key(summary_stats, path) + _set_nested_key(summary_stats, path, frame_value + summary_value) + except KeyError: + _set_nested_key(summary_stats, path, frame_value) + + mean_ious.append(frame_result["annotation_kind"]["shape"]["mean_iou"]) + + mean_shape_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "shape", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "shape", "total_count"]) or 1) + mean_label_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "label", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "label", "total_count"]) or 1) + mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "attribute", "total_count"]) or 1) + mean_error_count = summary_stats["errors_count"] / len(intersection_frames) + + estimated_ds_invalid_shapes_count = int( + (1 - mean_shape_accuracy) * full_ds_comparable_shapes_count ) - mean_annotation_accuracy = valid_annotations_count / ( - compared_annotations_count or 1 + estimated_ds_invalid_labels_count = int( + (1 - mean_label_accuracy) * full_ds_comparable_labels_count ) - - estimated_dataset_error_count = int((1 - mean_accuracy) * this_comparable_annotations_count) - estimated_dataset_invalid_annotations_count = int( - (1 - mean_annotation_accuracy) * this_annotations_count - ) - estimated_dataset_invalid_attributes_count = int( - (1 - mean_attribute_accuracy) * this_attributes_count + estimated_ds_invalid_attributes_count = int( + (1 - mean_attribute_accuracy) * full_ds_comparable_attributes_count ) - return AnnotationConflictsReport( + return dict( included_annotation_types=[t.name for t in self._comparator.included_ann_types], ignored_attributes=self._comparator.ignored_attrs, - mean_accuracy=mean_accuracy, - mean_annotation_accuracy=mean_annotation_accuracy, - mean_attribute_accuracy=mean_attribute_accuracy, - error_count=error_count, - mean_error_count=error_count / len(intersection_frames), - annotation_errors_count=compared_annotations_count - valid_annotations_count, - attribute_errors_count=compared_attributes_count - valid_attributes_count, - estimated_dataset_error_count=estimated_dataset_error_count, - estimated_dataset_invalid_annotations_count=estimated_dataset_invalid_annotations_count, - estimated_dataset_invalid_attributes_count=estimated_dataset_invalid_attributes_count, - this_comparable_annotations_count=this_comparable_annotations_count, - this_annotations_count=this_annotations_count, - this_total_annotations_count=this_total_annotations_count, - this_attributes_count=this_attributes_count, - intersection_gt_annotations_count=intersection_gt_annotations_count, - intersection_frame_count=len(intersection_frames), - intersection_frame_share=len(intersection_frames) / len(self._this_dataset), - intersection_frames=intersection_frames, - frame_results=self._per_frame_results, + + intersection_results=dict( + frame_count=len(intersection_frames), + frame_share_percent=len(intersection_frames) / len(self._ds_dataset), + frames=intersection_frames, + + error_count=summary_stats["errors_count"], + mean_error_count=mean_error_count, + annotation_kind={ + 'shape': { + 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "valid_count"]), + 'missing_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "missing_count"]), + 'extra_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "extra_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "total_count"]), + 'ds_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "ds_count"]), + 'gt_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "gt_count"]), + 'mean_iou': np.mean(mean_ious), + 'accuracy': mean_shape_accuracy, + }, + 'label': { + 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "valid_count"]), + 'invalid_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "invalid_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "total_count"]), + 'accuracy': mean_label_accuracy, + }, + 'attribute': { + 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "valid_count"]), + 'invalid_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "invalid_count"]), + 'missing_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "missing_count"]), + 'extra_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "extra_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "total_count"]), + 'ds_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "ds_count"]), + 'gt_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "gt_count"]), + 'accuracy': mean_attribute_accuracy, + }, + }, + ), + + full_dataset=dict( + frame_count=len(self._ds_dataset), + shapes_count=full_ds_comparable_shapes_count, + attributes_count=full_ds_comparable_attributes_count, + + estimated_invalid_shapes_count=estimated_ds_invalid_shapes_count, + estimated_invalid_labels_count=estimated_ds_invalid_labels_count, + estimated_invalid_attributes_count=estimated_ds_invalid_attributes_count, + ), + + frame_results=self._frame_results, ) @@ -1286,9 +1507,9 @@ def main(args=None): args = parser.parse_args(args) gt_dataset = dm.Dataset.import_from(args.gt, format=args.gtf, env=dm_env) - this_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) + ds_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) - comparator = DatasetComparator(this_dataset, gt_dataset) + comparator = DatasetComparator(ds_dataset, gt_dataset) # comparator._comparator.included_ann_types = [dm.AnnotationType.bbox] report = comparator.prepare_report() From 4fef567ad8d01d3c92222877121b5ce70f4b7e17 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 14 Apr 2023 18:13:16 +0300 Subject: [PATCH 011/257] Add test assets for gt job --- tests/python/shared/assets/annotations.json | 6978 +++++++++++++++-- .../shared/assets/cvat_db/cvat_data.tar.bz2 | Bin 982845 -> 1130078 bytes tests/python/shared/assets/cvat_db/data.json | 2964 ++++++- tests/python/shared/assets/jobs.json | 56 +- tests/python/shared/assets/labels.json | 61 +- tests/python/shared/assets/tasks.json | 43 +- 6 files changed, 8988 insertions(+), 1114 deletions(-) diff --git a/tests/python/shared/assets/annotations.json b/tests/python/shared/assets/annotations.json index 8ccb3292d2e9..a0a427f96108 100644 --- a/tests/python/shared/assets/annotations.json +++ b/tests/python/shared/assets/annotations.json @@ -1401,25 +1401,23 @@ } ], "version": 0 - } - }, - "task": { - "2": { + }, + "27": { "shapes": [ { "attributes": [], "elements": [], "frame": 0, - "group": 0, - "id": 1, - "label_id": 3, + "group": null, + "id": 483, + "label_id": 64, "occluded": false, "outside": false, "points": [ - 223.39453125, - 226.0751953125, - 513.7663269042969, - 377.9619903564453 + 32.62534262708583, + 20.60098154936127, + 54.70276973433946, + 42.65809723800925 ], "rotation": 0.0, "source": "manual", @@ -1429,344 +1427,728 @@ { "attributes": [], "elements": [], - "frame": 1, - "group": 0, - "id": 2, - "label_id": 3, + "frame": 0, + "group": null, + "id": 494, + "label_id": 63, "occluded": false, "outside": false, "points": [ - 63.0791015625, - 139.75390625, - 132.19337349397574, - 112.3867469879533, - 189.71144578313397, - 159.23614457831354, - 191.1030120481937, - 246.9048192771097, - 86.73554216867524, - 335.5012048192784, - 32.00060240964012, - 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"z_order": 0, - "points": "[133.81649280769233, 195.4883603907146]", + "points": "[142.6337890625, 241.046875, 177.310546875, 194.265625]", "rotation": 0.0, - "track": 13, - "frame": 6 + "track": 125, + "frame": 4 } }, { "model": "engine.trackedshape", - "pk": 19, + "pk": 513, "fields": { - "type": "points", - "occluded": false, - "outside": false, + "type": "polygon", + "occluded": true, + "outside": true, "z_order": 0, - "points": "[188.94942364574058, 102.14894385926891]", + "points": "[46.487048928881734, 74.79726052811286, 58.89940649861379, 63.46132083800071, 79.97978567976963, 37.370343440303344, 0.9690229199726064, 94.25236542125029]", "rotation": 0.0, - "track": 14, - "frame": 6 + "track": 118, + "frame": 9 } }, { "model": "engine.trackedshape", - "pk": 20, + "pk": 514, "fields": { - "type": "points", + "type": "cuboid", "occluded": false, - "outside": false, + "outside": true, "z_order": 0, - "points": "[269.3786601426267, 211.47877807640333]", + "points": "[266.92653575077566, 24.86851007975565, 266.92653575077566, 117.68501668390672, 300.94915298655724, 24.760093290749865, 300.94915298655724, 117.68501668383215, 304.35141471013594, 16.30584444966371, 304.35141471013594, 109.01393426480536, 270.40413416463343, 16.423849249653358, 270.40413416463343, 109.02402735721262]", "rotation": 0.0, - "track": 15, - "frame": 6 + "track": 121, + "frame": 4 } }, { diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 55c1cf3847fb..5d37894b45ac 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -1,8 +1,62 @@ { - "count": 19, + "count": 21, "next": null, "previous": null, "results": [ + { + "assignee": null, + "bug_tracker": null, + "data_chunk_size": 72, + "data_compressed_chunk_type": "imageset", + "dimension": "2d", + "id": 32, + "issues": { + "count": 0, + "url": "http://localhost:8080/api/issues?job_id=32" + }, + "labels": { + "count": 3, + "url": "http://localhost:8080/api/labels?job_id=32" + }, + "mode": "annotation", + "project_id": null, + "stage": "annotation", + "start_frame": 0, + "state": "in progress", + "status": "annotation", + "stop_frame": 10, + "task_id": 22, + "type": "ground_truth", + "updated_date": "2023-04-14T15:03:25.984688Z", + "url": "http://localhost:8080/api/jobs/32" + }, + { + "assignee": null, + "bug_tracker": null, + "data_chunk_size": 72, + "data_compressed_chunk_type": "imageset", + "dimension": "2d", + "id": 27, + "issues": { + "count": 0, + "url": "http://localhost:8080/api/issues?job_id=27" + }, + "labels": { + "count": 3, + "url": "http://localhost:8080/api/labels?job_id=27" + }, + "mode": "annotation", + "project_id": null, + "stage": "annotation", + "start_frame": 0, + "state": "in progress", + "status": "annotation", + "stop_frame": 10, + "task_id": 22, + "type": "normal", + "updated_date": "2023-04-14T14:58:50.944345Z", + "url": "http://localhost:8080/api/jobs/27" + }, { "assignee": null, "bug_tracker": null, diff --git a/tests/python/shared/assets/labels.json b/tests/python/shared/assets/labels.json index 204d1111b2f5..404bbc64fb31 100644 --- a/tests/python/shared/assets/labels.json +++ b/tests/python/shared/assets/labels.json @@ -1,5 +1,5 @@ { - "count": 35, + "count": 38, "next": null, "previous": null, "results": [ @@ -688,6 +688,65 @@ "svg": "", "task_id": 21, "type": "skeleton" + }, + { + "attributes": [], + "color": "#6080c0", + "has_parent": false, + "id": 63, + "name": "cat", + "parent_id": null, + "sublabels": [], + "task_id": 22, + "type": "any" + }, + { + "attributes": [], + "color": "#406040", + "has_parent": false, + "id": 64, + "name": "dog", + "parent_id": null, + "sublabels": [], + "task_id": 22, + "type": "any" + }, + { + "attributes": [], + "color": "#89b9bb", + "has_parent": false, + "id": 66, + "name": "sk", + "parent_id": null, + "sublabels": [ + { + "attributes": [], + "color": "#d12345", + "has_parent": true, + "id": 67, + "name": "1", + "type": "points" + }, + { + "attributes": [], + "color": "#350dea", + "has_parent": true, + "id": 68, + "name": "2", + "type": "points" + }, + { + "attributes": [], + "color": "#479ffe", + "has_parent": true, + "id": 69, + "name": "3", + "type": "points" + } + ], + "svg": "", + "task_id": 22, + "type": "skeleton" } ] } \ No newline at end of file diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index 756e5d491bb6..7effa4092f5d 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -1,8 +1,49 @@ { - "count": 16, + "count": 17, "next": null, "previous": null, "results": [ + { + "assignee": null, + "bug_tracker": "", + "created_date": "2023-04-14T14:40:10.333007Z", + "data": 21, + "data_chunk_size": 72, + "data_compressed_chunk_type": "imageset", + "data_original_chunk_type": "imageset", + "dimension": "2d", + "id": 22, + "image_quality": 70, + "jobs": { + "completed": 0, + "count": 6, + "url": "http://localhost:8080/api/jobs?task_id=22" + }, + "labels": { + "count": 3, + "url": "http://localhost:8080/api/labels?task_id=22" + }, + "mode": "annotation", + "name": "task3_with_gt_job", + "organization": 2, + "overlap": 0, + "owner": { + "first_name": "User", + "id": 3, + "last_name": "Second", + "url": "http://localhost:8080/api/users/3", + "username": "user2" + }, + "project_id": null, + "segment_size": 11, + "size": 11, + "source_storage": null, + "status": "annotation", + "subset": "Train", + "target_storage": null, + "updated_date": "2023-04-14T15:03:25.969578Z", + "url": "http://localhost:8080/api/tasks/22" + }, { "assignee": null, "bug_tracker": "", From e9997d313d8ede2d1a1c7f145c87bb00620eee80 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 14 Apr 2023 18:15:14 +0300 Subject: [PATCH 012/257] Simplify job removal tests --- tests/python/rest_api/test_jobs.py | 32 ++++++++---------------------- 1 file changed, 8 insertions(+), 24 deletions(-) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index e05f3435e364..70723acf8642 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -168,35 +168,19 @@ def _test_destroy_job_fails(self, user, job_id, *, expected_status): assert response.status == expected_status return response - def test_can_destroy_gt_job(self, admin_user, tasks): - user = admin_user - job_frame_count = 4 - task = next( - t - for t in tasks - if not t["project_id"] and not t["organization"] and t["size"] > job_frame_count - ) - task_id = task["id"] - - job_spec = { - "task_id": task_id, - "type": "ground_truth", - "frame_selection_method": "manual", - "frames": list(range(job_frame_count)), - } - with make_api_client(user) as api_client: - (job, _) = api_client.jobs_api.create(models.JobWriteRequest(**job_spec)) + @pytest.mark.parametrize("job_type, allow", (("ground_truth", True), ("normal", False))) + def test_can_destroy_job(self, admin_user, jobs, job_type, allow): + job = next(j for j in jobs if j["type"] == job_type) - self._test_destroy_job_ok(user, job.id) - - def test_cannot_destroy_normal_job(self, admin_user, jobs): - job_id = next(j for j in jobs if j["type"] == "normal")["id"] - self._test_destroy_job_fails(admin_user, job_id, expected_status=HTTPStatus.BAD_REQUEST) + if allow: + self._test_destroy_job_ok(admin_user, job["id"]) + else: + self._test_destroy_job_fails(admin_user, job["id"], expected_status=HTTPStatus.BAD_REQUEST) @pytest.mark.usefixtures("restore_db_per_function") class TestGtComparison: - def test_can_compare_normal_with_gt_job(self, admin_user, tasks, jobs): + def test_can_compare_normal_and_gt_job(self, admin_user, tasks, jobs): user = admin_user job_frame_count = 4 task = next( From e12fcfca678b7b95290c24223108fcfef11a9f32 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 14 Apr 2023 20:30:49 +0300 Subject: [PATCH 013/257] Add gt job tests --- cvat/apps/engine/models.py | 16 ++++++++++-- cvat/apps/engine/serializers.py | 6 ++++- cvat/apps/engine/views.py | 4 ++- cvat/schema.yml | 28 ++++++++++++++++++-- tests/python/rest_api/test_jobs.py | 38 +++++++++++++++++++++++++++- tests/python/shared/assets/jobs.json | 4 +-- 6 files changed, 87 insertions(+), 9 deletions(-) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 52d2e987321c..0afa39d887b5 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -16,7 +16,7 @@ from django.contrib.auth.models import User from django.core.files.storage import FileSystemStorage from django.core.exceptions import ValidationError -from django.db import IntegrityError, models +from django.db import IntegrityError, models, transaction from django.db.models.fields import FloatField from drf_spectacular.types import OpenApiTypes from drf_spectacular.utils import extend_schema_field @@ -531,6 +531,11 @@ class Meta: default_permissions = () +class TaskGroundTruthJobsLimitError(ValidationError): + def __init__(self) -> None: + super().__init__("A task can have only 1 ground truth job") + + class Job(models.Model): segment = models.ForeignKey(Segment, on_delete=models.CASCADE) assignee = models.ForeignKey(User, null=True, blank=True, on_delete=models.SET_NULL) @@ -583,8 +588,15 @@ def get_labels(self): class Meta: default_permissions = () - + @transaction.atomic def save(self, *args, **kwargs) -> None: + # Constraints can't be set on the related model fields + # This method requires the save operation to be called as a transaction + if self.type == JobType.GROUND_TRUTH and Job.objects.filter( + segment__task=self.segment.task, type=JobType.GROUND_TRUTH.value + ).count() != 0: + raise TaskGroundTruthJobsLimitError() + self.full_clean() return super().save(*args, **kwargs) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 950d2a3b71c3..8eac7626329b 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -672,7 +672,11 @@ def create(self, validated_data): raise serializers.ValidationError(f"Unexpected job type '{validated_data['type']}'") validated_data['segment'] = segment - return super().create(validated_data) + + try: + return super().create(validated_data) + except models.TaskGroundTruthJobsLimitError as ex: + raise serializers.ValidationError(ex.message) from ex def update(self, instance, validated_data): state = validated_data.get('state') diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 580b4789eac2..d706849bfc31 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1274,7 +1274,9 @@ class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.CreateMo iam_organization_field = 'segment__task__organization' search_fields = ('task_name', 'project_name', 'assignee', 'state', 'stage') - filter_fields = list(search_fields) + ['id', 'task_id', 'project_id', 'updated_date', 'dimension'] + filter_fields = list(search_fields) + [ + 'id', 'task_id', 'project_id', 'updated_date', 'dimension', 'type' + ] simple_filters = list(set(filter_fields) - {'id', 'updated_date'}) ordering_fields = list(filter_fields) ordering = "-id" diff --git a/cvat/schema.yml b/cvat/schema.yml index 092a13d369c9..90f2ea2706f7 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1751,7 +1751,7 @@ paths: in: query description: 'A filter term. Available filter_fields: [''task_name'', ''project_name'', ''assignee'', ''state'', ''stage'', ''id'', ''task_id'', ''project_id'', - ''updated_date'', ''dimension'']' + ''updated_date'', ''dimension'', ''type'']' schema: type: string - in: query @@ -1798,7 +1798,7 @@ paths: in: query description: 'Which field to use when ordering the results. Available ordering_fields: [''task_name'', ''project_name'', ''assignee'', ''state'', ''stage'', ''id'', - ''task_id'', ''project_id'', ''updated_date'', ''dimension'']' + ''task_id'', ''project_id'', ''updated_date'', ''dimension'', ''type'']' schema: type: string - name: stage @@ -1830,6 +1830,14 @@ paths: description: A simple equality filter for the task_name field schema: type: string + - name: type + in: query + description: A simple equality filter for the type field + schema: + type: string + enum: + - normal + - ground_truth tags: - jobs security: @@ -8289,6 +8297,11 @@ components: PatchedIssueWriteRequest: type: object properties: + position: + type: array + items: + type: number + format: double assignee: type: integer nullable: true @@ -8425,6 +8438,13 @@ components: type: string minLength: 1 maxLength: 256 + project_id: + type: integer + nullable: true + owner_id: + type: integer + writeOnly: true + nullable: true assignee_id: type: integer writeOnly: true @@ -8432,6 +8452,10 @@ components: bug_tracker: type: string maxLength: 2000 + labels: + type: array + items: + $ref: '#/components/schemas/PatchedLabelRequest' subset: type: string maxLength: 64 diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 70723acf8642..cafa1f3a84bf 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -63,6 +63,16 @@ def _test_create_job_ok(self, user: str, data: Dict[str, Any], **kwargs): assert response.status == HTTPStatus.CREATED return response + def _test_create_job_fails(self, user: str, data: Dict[str, Any], *, expected_status): + with make_api_client(user) as api_client: + (_, response) = api_client.jobs_api.create( + models.JobWriteRequest(**deepcopy(data)), + _check_status=False, + _parse_response=False, + ) + assert response.status == expected_status + return response + @pytest.mark.parametrize( "task_mode", [ @@ -152,6 +162,22 @@ def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode (job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) assert [f.name for f in job_meta.frames] == ["0.png", "1.png", "5.png"] + def test_can_create_no_more_than_1_gt_job(self, admin_user, jobs): + user = admin_user + task_id = next(j for j in jobs if j["type"] == "ground_truth")["task_id"] + + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + response = self._test_create_job_fails( + user, job_spec, expected_status=HTTPStatus.BAD_REQUEST + ) + assert b"A task can have only 1 ground truth job" in response.data + @pytest.mark.usefixtures("restore_db_per_function") class TestDeleteJobs: @@ -175,7 +201,9 @@ def test_can_destroy_job(self, admin_user, jobs, job_type, allow): if allow: self._test_destroy_job_ok(admin_user, job["id"]) else: - self._test_destroy_job_fails(admin_user, job["id"], expected_status=HTTPStatus.BAD_REQUEST) + self._test_destroy_job_fails( + admin_user, job["id"], expected_status=HTTPStatus.BAD_REQUEST + ) @pytest.mark.usefixtures("restore_db_per_function") @@ -340,6 +368,7 @@ def _get_endpoint(self, api_client: ApiClient) -> Endpoint: "stage", "task_id", "project_id", + "type", ), ) def test_can_use_simple_filter_for_object_list(self, field): @@ -468,6 +497,13 @@ def test_non_member_get_job_annotations( else: self._test_get_job_annotations_403(username, job_id, **kwargs) + @pytest.mark.parametrize("job_type", ("ground_truth", "normal")) + def test_can_get_annotations(self, admin_user, jobs, annotations, job_type): + job = next(j for j in jobs if j["type"] == job_type) + self._test_get_job_annotations_200( + admin_user, job["id"], annotations["job"][str(job["id"])] + ) + @pytest.mark.usefixtures("restore_db_per_function") class TestPatchJobAnnotations: diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 5d37894b45ac..35e0e8e472ed 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -27,7 +27,7 @@ "stop_frame": 10, "task_id": 22, "type": "ground_truth", - "updated_date": "2023-04-14T15:03:25.984688Z", + "updated_date": "2023-04-14T15:03:25.984000Z", "url": "http://localhost:8080/api/jobs/32" }, { @@ -54,7 +54,7 @@ "stop_frame": 10, "task_id": 22, "type": "normal", - "updated_date": "2023-04-14T14:58:50.944345Z", + "updated_date": "2023-04-14T14:58:50.944000Z", "url": "http://localhost:8080/api/jobs/27" }, { From e5e1ef6d518ea6718b7aa13ef9eff630f2ccb514 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 14 Apr 2023 23:15:27 +0300 Subject: [PATCH 014/257] Add annotation update test --- cvat/apps/engine/models.py | 31 +++++++++++++++++++++------ tests/python/rest_api/test_jobs.py | 14 ++++++++---- tests/python/shared/assets/tasks.json | 6 +++--- 3 files changed, 37 insertions(+), 14 deletions(-) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 0afa39d887b5..141ee61af0f0 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -536,7 +536,31 @@ def __init__(self) -> None: super().__init__("A task can have only 1 ground truth job") +class JobQuerySet(models.QuerySet): + @transaction.atomic + def create(self, **kwargs: Any): + self._validate_constraints(kwargs) + + return super().create(**kwargs) + + @transaction.atomic + def get_or_create(self, *args, **kwargs: Any): + self._validate_constraints(kwargs) + + return super().get_or_create(*args, **kwargs) + + def _validate_constraints(self, obj: Dict[str, Any]): + # Constraints can't be set on the related model fields + # This method requires the save operation to be called as a transaction + if obj['type'] == JobType.GROUND_TRUTH and self.filter( + segment__task=obj['segment'].task, type=JobType.GROUND_TRUTH.value + ).count() != 0: + raise TaskGroundTruthJobsLimitError() + + class Job(models.Model): + objects = JobQuerySet.as_manager() + segment = models.ForeignKey(Segment, on_delete=models.CASCADE) assignee = models.ForeignKey(User, null=True, blank=True, on_delete=models.SET_NULL) updated_date = models.DateTimeField(auto_now=True) @@ -590,13 +614,6 @@ class Meta: @transaction.atomic def save(self, *args, **kwargs) -> None: - # Constraints can't be set on the related model fields - # This method requires the save operation to be called as a transaction - if self.type == JobType.GROUND_TRUTH and Job.objects.filter( - segment__task=self.segment.task, type=JobType.GROUND_TRUTH.value - ).count() != 0: - raise TaskGroundTruthJobsLimitError() - self.full_clean() return super().save(*args, **kwargs) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index cafa1f3a84bf..44956283c85e 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -507,7 +507,7 @@ def test_can_get_annotations(self, admin_user, jobs, annotations, job_type): @pytest.mark.usefixtures("restore_db_per_function") class TestPatchJobAnnotations: - def _check_respone(self, username, jid, expect_success, data=None, org=None): + def _check_response(self, username, jid, expect_success, data=None, org=None): kwargs = {} if org is not None: if isinstance(org, str): @@ -583,7 +583,7 @@ def test_member_update_job_annotations( username, jid = find_job_staff_user(filtered_jobs, users, job_staff) data = request_data(jid) - self._check_respone(username, jid, expect_success, data, org=org) + self._check_response(username, jid, expect_success, data, org=org) @pytest.mark.parametrize("org", [2]) @pytest.mark.parametrize( @@ -607,7 +607,7 @@ def test_non_member_update_job_annotations( username, jid = find_job_staff_user(filtered_jobs, users, False) data = request_data(jid) - self._check_respone(username, jid, expect_success, data, org=org) + self._check_response(username, jid, expect_success, data, org=org) @pytest.mark.parametrize("org", [""]) @pytest.mark.parametrize( @@ -641,7 +641,13 @@ def test_user_update_job_annotations( username, jid = find_job_staff_user(filtered_jobs, users, job_staff) data = request_data(jid) - self._check_respone(username, jid, expect_success, data, org=org) + self._check_response(username, jid, expect_success, data, org=org) + + @pytest.mark.parametrize("job_type", ("ground_truth", "normal")) + def test_can_update_annotations(self, admin_user, jobs, request_data, job_type): + job = next(j for j in jobs if j["type"] == job_type) + data = request_data(job["id"]) + self._check_response(admin_user, job["id"], True, data) @pytest.mark.usefixtures("restore_db_per_function") diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index 7effa4092f5d..492202bd4f17 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -6,7 +6,7 @@ { "assignee": null, "bug_tracker": "", - "created_date": "2023-04-14T14:40:10.333007Z", + "created_date": "2023-04-14T14:40:10.333000Z", "data": 21, "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", @@ -39,9 +39,9 @@ "size": 11, "source_storage": null, "status": "annotation", - "subset": "Train", + "subset": "", "target_storage": null, - "updated_date": "2023-04-14T15:03:25.969578Z", + "updated_date": "2023-04-14T15:03:25.969000Z", "url": "http://localhost:8080/api/tasks/22" }, { From 81903d298195e8e22d130bd3de25cb50803c567d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 17 Apr 2023 14:32:58 +0300 Subject: [PATCH 015/257] t --- compare_datasets.py | 270 ++++++++++++++++++++++++++++---------------- 1 file changed, 172 insertions(+), 98 deletions(-) diff --git a/compare_datasets.py b/compare_datasets.py index e3767ee3d75b..88d7fc34e263 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -23,6 +23,7 @@ Importer) from datumaro.util.image import Image from defusedxml import ElementTree +from scipy.stats import gmean class CvatPath: @@ -1121,6 +1122,15 @@ def _generate_frame_annotation_conflicts( ) -> List[AnnotationConflict]: conflicts = [] + shape_confusion_matrix_labels = { + t.name: i for i, t in enumerate(self._comparator.included_ann_types) + } + shape_confusion_matrix_labels[None] = len(shape_confusion_matrix_labels) + shape_confusion_matrix_label_count = len(shape_confusion_matrix_labels) + shape_confusion_matrix = np.zeros( + (shape_confusion_matrix_label_count, shape_confusion_matrix_label_count), dtype=int + ) + merged_results = [[], [], [], [], {}] for shape_type in self._comparator.included_ann_types: for merged_field, field in zip(merged_results, frame_results[shape_type][:-1]): @@ -1128,6 +1138,17 @@ def _generate_frame_annotation_conflicts( merged_results[-1].update(frame_results[shape_type][-1]) + matches, mismatches, gt_unmatched, ds_unmatched = frame_results[shape_type][:-1] + for gt_ann, ds_ann in itertools.chain( + matches, + mismatches, + itertools.zip_longest(ds_unmatched, itertools.repeat(None)), + itertools.zip_longest(itertools.repeat(None), gt_unmatched) + ): + ds_label_idx = shape_confusion_matrix_labels[ds_ann.type if ds_ann else ds_ann] + gt_label_idx = shape_confusion_matrix_labels[gt_ann.type if gt_ann else gt_ann] + shape_confusion_matrix[ds_label_idx][gt_label_idx] += 1 + matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results def _distance(gt_obj, ds_obj): @@ -1229,6 +1250,8 @@ def _find_best_unmatched_distance(shape): invalid_labels_count = len(mismatches) total_labels_count = valid_labels_count + invalid_labels_count + matched_anns = [] + mismatched_anns = [] valid_attributes_count = 0 invalid_attributes_count = 0 missing_attributes_count = 0 @@ -1236,14 +1259,14 @@ def _find_best_unmatched_distance(shape): total_attributes_count = 0 ds_attributes_count = 0 gt_attributes_count = 0 - for gt_ann, matched_ann_id in matches: + for gt_ann, ds_ann in matches: # Datumaro wont match attributes ( attr_matches, attr_mismatches, attr_gt_extra, attr_ds_extra, - ) = self._comparator.match_attrs(gt_ann, matched_ann_id) + ) = self._comparator.match_attrs(gt_ann, ds_ann) for mismatched_attr in attr_mismatches: conflicts.append( @@ -1253,7 +1276,7 @@ def _find_best_unmatched_distance(shape): data={ "annotation_ids": [ self._dm_ann_to_ann_id( - matched_ann_id, ds_item, self._ds_dataset + ds_ann, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1262,7 +1285,7 @@ def _find_best_unmatched_distance(shape): "kind": MismatchingAnnotationKind.ATTRIBUTE, "attribute": mismatched_attr, "expected": gt_ann.attributes[mismatched_attr], - "actual": matched_ann_id.attributes[mismatched_attr], + "actual": ds_ann.attributes[mismatched_attr], }, ) ) @@ -1275,7 +1298,7 @@ def _find_best_unmatched_distance(shape): data={ "annotation_ids": [ self._dm_ann_to_ann_id( - matched_ann_id, ds_item, self._ds_dataset + ds_ann, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1297,7 +1320,7 @@ def _find_best_unmatched_distance(shape): data={ "annotation_ids": [ self._dm_ann_to_ann_id( - matched_ann_id, ds_item, self._ds_dataset + ds_ann, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id( gt_ann, gt_item, self._gt_dataset @@ -1306,11 +1329,17 @@ def _find_best_unmatched_distance(shape): "kind": MismatchingAnnotationKind.ATTRIBUTE, "attribute": mismatched_attr, "expected": None, - "actual": matched_ann_id.attributes[extra_attr], + "actual": ds_ann.attributes[extra_attr], }, ) ) + attrs_match = (0 == len(attr_mismatches) + len(attr_gt_extra) + len(attr_ds_extra)) + if attrs_match: + matched_anns.append((gt_ann, ds_ann)) + else: + mismatched_anns.append((gt_ann, ds_ann)) + valid_attributes_count += len(attr_matches) invalid_attributes_count += len(attr_mismatches) missing_attributes_count += len(attr_gt_extra) @@ -1324,41 +1353,97 @@ def _find_best_unmatched_distance(shape): ds_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_ds_extra) gt_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) + + confusion_matrix_labels = { + label.name: i + for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) + } + confusion_matrix_labels[None] = len(confusion_matrix_labels) + confusion_matrix_label_count = len(confusion_matrix_labels) + confusion_matrix = np.zeros( + (confusion_matrix_label_count, confusion_matrix_label_count), dtype=int + ) + for gt_ann, ds_ann in itertools.chain( + # fully matched annotations - shape, label, attributes + matched_anns, + mismatched_anns, + itertools.zip_longest(ds_unmatched, itertools.repeat(None)), + itertools.zip_longest(itertools.repeat(None), gt_unmatched) + ): + ds_label_idx = confusion_matrix_labels[ds_ann.label if ds_ann else ds_ann] + gt_label_idx = confusion_matrix_labels[gt_ann.label if gt_ann else gt_ann] + confusion_matrix[ds_label_idx][gt_label_idx] += 1 + + matched_ann_counts = np.diag(confusion_matrix) + ds_ann_counts = np.sum(confusion_matrix, axis=1) + gt_ann_counts = np.sum(confusion_matrix, axis=0) + label_accuracies = matched_ann_counts / ((ds_ann_counts + gt_ann_counts - matched_ann_counts) or 1) + label_precisions = matched_ann_counts / (ds_ann_counts or 1) + label_recalls = matched_ann_counts / (gt_ann_counts or 1) + + valid_annotations_count = np,sum(matched_ann_counts) + missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels[None]]) + extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels[None], :]) + total_annotations_count = np.sum(confusion_matrix) + ds_annotations_count = np.sum(ds_ann_counts) + gt_annotations_count = np.sum(gt_ann_counts) + self._frame_results.setdefault(frame_id, {}).update( - { - "annotation_kind": { - 'shape': { - 'valid_count': valid_shapes_count, - 'missing_count': missing_shapes_count, - 'extra_count': extra_shapes_count, - 'total_count': total_shapes_count, - 'ds_count': ds_shapes_count, - 'gt_count': gt_shapes_count, - 'mean_iou': mean_iou, - 'accuracy': valid_shapes_count / (total_shapes_count or 1), - }, - 'label': { - 'valid_count': valid_labels_count, - 'invalid_count': invalid_labels_count, - 'total_count': total_labels_count, - 'accuracy': valid_labels_count / (total_labels_count or 1), - }, - 'attribute': { - 'valid_count': valid_attributes_count, - 'invalid_count': invalid_attributes_count, - 'missing_count': missing_attributes_count, - 'extra_count': extra_attributes_count, - 'total_count': total_attributes_count, - 'ds_count': ds_attributes_count, - 'gt_count': gt_attributes_count, - 'accuracy': valid_attributes_count / (total_attributes_count or 1), - }, - }, - "errors_count": len( - conflicts - ), # assuming no more than 1 error per annotation - "errors": conflicts.copy(), - } + errors_count=len(conflicts), + annotations=dict( + valid_count=valid_annotations_count, + missing_count=missing_annotations_count, + extra_count=extra_annotations_count, + total_count=total_annotations_count, + ds_count=ds_annotations_count, + gt_count=gt_annotations_count, + accuracy=valid_annotations_count / (total_annotations_count or 1), + precision=valid_annotations_count / (ds_annotations_count or 1), + recall=valid_annotations_count / (gt_annotations_count or 1), + confusion_matrix=dict( + labels=confusion_matrix_labels, + axes=dict( + cols='gt', + rows='ds' + ), + rows=confusion_matrix, + precision=label_precisions, + recall=label_recalls, + accuracy=label_accuracies, + ) + ), + annotation_element=dict( + shape=dict( + valid_count=valid_shapes_count, + missing_count=missing_shapes_count, + extra_count=extra_shapes_count, + total_count=total_shapes_count, + ds_count=ds_shapes_count, + gt_count=gt_shapes_count, + accuracy=valid_shapes_count / (total_shapes_count or 1), + mean_iou=mean_iou, + # add per type stats + shape_confusion_matrix=shape_confusion_matrix, + ), + label=dict( + valid_count=valid_labels_count, + invalid_count=invalid_labels_count, + total_count=total_labels_count, + accuracy=valid_labels_count / (total_labels_count or 1), + ), + attribute=dict( + valid_count=valid_attributes_count, + invalid_count=invalid_attributes_count, + missing_count=missing_attributes_count, + extra_count=extra_attributes_count, + total_count=total_attributes_count, + ds_count=ds_attributes_count, + gt_count=gt_attributes_count, + accuracy=valid_attributes_count / (total_attributes_count or 1), + # add confusion matrix / per label stats + ), + ), + errors=conflicts.copy(), ) return conflicts @@ -1389,8 +1474,6 @@ def _set_nested_key(d, path, value): ) full_ds_comparable_shapes_count += 1 - full_ds_comparable_labels_count = full_ds_comparable_shapes_count - intersection_frames = [] summary_stats = {} mean_ious = [] @@ -1398,24 +1481,24 @@ def _set_nested_key(d, path, value): intersection_frames.append(frame_id) for path in [ - ["annotation_kind", "shape", "valid_count"], - ["annotation_kind", "shape", "missing_count"], - ["annotation_kind", "shape", "extra_count"], - ["annotation_kind", "shape", "total_count"], - ["annotation_kind", "shape", "ds_count"], - ["annotation_kind", "shape", "gt_count"], - - ["annotation_kind", "label", "valid_count"], - ["annotation_kind", "label", "invalid_count"], - ["annotation_kind", "label", "total_count"], - - ["annotation_kind", "attribute", "valid_count"], - ["annotation_kind", "attribute", "invalid_count"], - ["annotation_kind", "attribute", "missing_count"], - ["annotation_kind", "attribute", "extra_count"], - ["annotation_kind", "attribute", "total_count"], - ["annotation_kind", "attribute", "ds_count"], - ["annotation_kind", "attribute", "gt_count"], + ["annotation_element", "shape", "valid_count"], + ["annotation_element", "shape", "missing_count"], + ["annotation_element", "shape", "extra_count"], + ["annotation_element", "shape", "total_count"], + ["annotation_element", "shape", "ds_count"], + ["annotation_element", "shape", "gt_count"], + + ["annotation_element", "label", "valid_count"], + ["annotation_element", "label", "invalid_count"], + ["annotation_element", "label", "total_count"], + + ["annotation_element", "attribute", "valid_count"], + ["annotation_element", "attribute", "invalid_count"], + ["annotation_element", "attribute", "missing_count"], + ["annotation_element", "attribute", "extra_count"], + ["annotation_element", "attribute", "total_count"], + ["annotation_element", "attribute", "ds_count"], + ["annotation_element", "attribute", "gt_count"], ["errors_count"], ]: frame_value = _get_nested_key(frame_result, path) @@ -1425,26 +1508,20 @@ def _set_nested_key(d, path, value): except KeyError: _set_nested_key(summary_stats, path, frame_value) - mean_ious.append(frame_result["annotation_kind"]["shape"]["mean_iou"]) + mean_ious.append(frame_result["annotation_element"]["shape"]["mean_iou"]) - mean_shape_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "shape", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "shape", "total_count"]) or 1) - mean_label_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "label", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "label", "total_count"]) or 1) - mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_kind", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_kind", "attribute", "total_count"]) or 1) + mean_shape_accuracy = _get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]) or 1) + mean_label_accuracy = _get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]) or 1) + mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]) or 1) mean_error_count = summary_stats["errors_count"] / len(intersection_frames) - - estimated_ds_invalid_shapes_count = int( - (1 - mean_shape_accuracy) * full_ds_comparable_shapes_count - ) - estimated_ds_invalid_labels_count = int( - (1 - mean_label_accuracy) * full_ds_comparable_labels_count - ) - estimated_ds_invalid_attributes_count = int( - (1 - mean_attribute_accuracy) * full_ds_comparable_attributes_count - ) + mean_accuracy = gmean([mean_shape_accuracy, mean_label_accuracy, mean_attribute_accuracy]) return dict( - included_annotation_types=[t.name for t in self._comparator.included_ann_types], - ignored_attributes=self._comparator.ignored_attrs, + parameters=dict( + included_annotation_types=[t.name for t in self._comparator.included_ann_types], + ignored_attributes=self._comparator.ignored_attrs, + iou_threshold=self._comparator._annotation_comparator.iou_threshold, + ), intersection_results=dict( frame_count=len(intersection_frames), @@ -1453,31 +1530,32 @@ def _set_nested_key(d, path, value): error_count=summary_stats["errors_count"], mean_error_count=mean_error_count, - annotation_kind={ + mean_accuracy=mean_accuracy, + annotation_element={ 'shape': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "valid_count"]), - 'missing_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "missing_count"]), - 'extra_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "extra_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "total_count"]), - 'ds_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "ds_count"]), - 'gt_count': _get_nested_key(summary_stats, ["annotation_kind", "shape", "gt_count"]), + 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]), + 'missing_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "missing_count"]), + 'extra_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "extra_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]), + 'ds_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "ds_count"]), + 'gt_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "gt_count"]), 'mean_iou': np.mean(mean_ious), 'accuracy': mean_shape_accuracy, }, 'label': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "valid_count"]), - 'invalid_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "invalid_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "label", "total_count"]), + 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]), + 'invalid_count': _get_nested_key(summary_stats, ["annotation_element", "label", "invalid_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]), 'accuracy': mean_label_accuracy, }, 'attribute': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "valid_count"]), - 'invalid_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "invalid_count"]), - 'missing_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "missing_count"]), - 'extra_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "extra_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "total_count"]), - 'ds_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "ds_count"]), - 'gt_count': _get_nested_key(summary_stats, ["annotation_kind", "attribute", "gt_count"]), + 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]), + 'invalid_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "invalid_count"]), + 'missing_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "missing_count"]), + 'extra_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "extra_count"]), + 'total_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]), + 'ds_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "ds_count"]), + 'gt_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "gt_count"]), 'accuracy': mean_attribute_accuracy, }, }, @@ -1487,10 +1565,6 @@ def _set_nested_key(d, path, value): frame_count=len(self._ds_dataset), shapes_count=full_ds_comparable_shapes_count, attributes_count=full_ds_comparable_attributes_count, - - estimated_invalid_shapes_count=estimated_ds_invalid_shapes_count, - estimated_invalid_labels_count=estimated_ds_invalid_labels_count, - estimated_invalid_attributes_count=estimated_ds_invalid_attributes_count, ), frame_results=self._frame_results, From 0596997949f2e6ebff980765be0e8cca38322597 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 17 Apr 2023 19:42:10 +0300 Subject: [PATCH 016/257] Add import-export tests, implement gt job backups --- cvat/apps/dataset_manager/bindings.py | 10 +- cvat/apps/dataset_manager/task.py | 3 + cvat/apps/engine/backup.py | 41 +++++- cvat/apps/engine/models.py | 1 + cvat/apps/engine/serializers.py | 5 +- tests/python/rest_api/test_tasks.py | 98 +++++++++++++++ tests/python/shared/assets/annotations.json | 2 +- tests/python/shared/assets/cvat_db/data.json | 126 ++++++------------- tests/python/shared/assets/jobs.json | 8 +- tests/python/shared/assets/tasks.json | 2 +- 10 files changed, 194 insertions(+), 102 deletions(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index ebd77a077b54..894208247f03 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -25,9 +25,9 @@ from cvat.apps.dataset_manager.formats.utils import get_label_color from cvat.apps.engine.frame_provider import FrameProvider -from cvat.apps.engine.models import AttributeSpec, AttributeType, DimensionType +from cvat.apps.engine.models import (AttributeSpec, AttributeType, DimensionType, JobType, + Label, LabelType, Project, ShapeType, Task) from cvat.apps.engine.models import Image as Img -from cvat.apps.engine.models import Label, LabelType, Project, ShapeType, Task from .annotation import AnnotationIR, AnnotationManager, TrackManager from .formats.transformations import CVATRleToCOCORle, EllipsesToMasks @@ -706,8 +706,10 @@ def meta_for_task(db_task, host, label_mapping=None): ("start", str(db_segment.start_frame)), ("stop", str(db_segment.stop_frame)), ("url", "{}/api/jobs/{}".format( - host, db_segment.job_set.all()[0].id))] - )) for db_segment in db_segments + host, db_segment.job_set.first().id))] + )) + for db_segment in db_segments + if db_segment.job_set.first().type == JobType.NORMAL ]), ("owner", OrderedDict([ diff --git a/cvat/apps/dataset_manager/task.py b/cvat/apps/dataset_manager/task.py index 08674082cf1b..051255a9da1a 100644 --- a/cvat/apps/dataset_manager/task.py +++ b/cvat/apps/dataset_manager/task.py @@ -647,6 +647,9 @@ def init_from_db(self): self.reset() for db_job in self.db_jobs: + if db_job.type != models.JobType.NORMAL: + continue + annotation = JobAnnotation(db_job.id, is_prefetched=True) annotation.init_from_db() if annotation.ir_data.version > self.ir_data.version: diff --git a/cvat/apps/engine/backup.py b/cvat/apps/engine/backup.py index fba18fb11af5..0ec2e8e4b5aa 100644 --- a/cvat/apps/engine/backup.py +++ b/cvat/apps/engine/backup.py @@ -31,7 +31,8 @@ import cvat.apps.dataset_manager as dm from cvat.apps.engine import models from cvat.apps.engine.log import slogger -from cvat.apps.engine.serializers import (AttributeSerializer, DataSerializer, LabelSerializer, +from cvat.apps.engine.serializers import (AttributeSerializer, DataSerializer, + JobWriteSerializer, LabelSerializer, LabeledDataSerializer, SegmentSerializer, SimpleJobSerializer, TaskReadSerializer, ProjectReadSerializer, ProjectFileSerializer, TaskFileSerializer) from cvat.apps.engine.utils import av_scan_paths, process_failed_job, configure_dependent_job, get_rq_job_meta @@ -146,6 +147,7 @@ def _prepare_data_meta(self, data): def _prepare_job_meta(self, job): allowed_fields = { 'status', + 'type', } return self._prepare_meta(allowed_fields, job) @@ -330,12 +332,13 @@ def serialize_segment(db_segment): job_serializer.fields.pop(field) job_data = self._prepare_job_meta(job_serializer.data) - segment_serailizer = SegmentSerializer(db_segment) - segment_serailizer.fields.pop('jobs') - segment = segment_serailizer.data + segment_serializer = SegmentSerializer(db_segment) + segment_serializer.fields.pop('jobs') + segment = segment_serializer.data + segment_type = segment.pop("type") segment.update(job_data) - if self._db_task.segment_size == 0: + if self._db_task.segment_size == 0 and segment_type == models.SegmentType.RANGE: segment.update(serialize_custom_file_mapping(db_segment)) return segment @@ -509,6 +512,8 @@ def _create_annotations(self, db_job, annotations): @staticmethod def _calculate_segment_size(jobs): + jobs = [j for j in jobs if j["type"] == models.JobType.NORMAL] + segment_size = jobs[0]['stop_frame'] - jobs[0]['start_frame'] + 1 overlap = 0 if len(jobs) == 1 else jobs[0]['stop_frame'] - jobs[1]['start_frame'] + 1 @@ -611,10 +616,36 @@ def _write_data(zip_object): db_data.storage = StorageChoice.LOCAL db_data.save(update_fields=['start_frame', 'stop_frame', 'frame_filter', 'storage', 'deleted_frames']) + # Recreate Ground Truth jobs (they won't be created automatically) + self._import_gt_jobs(jobs) + for db_job, job in zip(self._get_db_jobs(), jobs): db_job.status = job['status'] db_job.save() + def _import_gt_jobs(self, jobs): + for job in jobs: + # The type field will be missing in backups create before the GT jobs were introduced + try: + raw_job_type = job.get("type", models.JobType.NORMAL.value) + job_type = models.JobType(raw_job_type) + except ValueError: + raise ValidationError(f"Unexpected job type {raw_job_type}") + + if job_type == models.JobType.GROUND_TRUTH: + job_serializer = JobWriteSerializer(data={ + 'task_id': self._db_task.id, + 'type': job_type.value, + 'frame_selection_method': models.JobFrameSelectionMethod.MANUAL.value, + 'frames': job['frames'] + }) + job_serializer.is_valid(raise_exception=True) + job_serializer.save() + elif job_type == models.JobType.NORMAL: + continue + else: + assert False + def _import_annotations(self): db_jobs = self._get_db_jobs() for db_job, annotations in zip(db_jobs, self._annotations): diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 141ee61af0f0..5db0d6ca21c3 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -504,6 +504,7 @@ class Segment(models.Model): stop_frame = models.IntegerField() type = models.CharField(choices=SegmentType.choices(), default=SegmentType.RANGE, max_length=32) + # TODO: try to reuse this field for custom task segments (aka job_file_mapping) # SegmentType.SPECIFIC_FRAMES fields frames = IntArrayField(store_sorted=True, unique_values=True, default='', blank=True) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 8eac7626329b..9e519431adf9 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -706,15 +706,16 @@ class SimpleJobSerializer(serializers.ModelSerializer): class Meta: model = models.Job - fields = ('url', 'id', 'assignee', 'status', 'stage', 'state') + fields = ('url', 'id', 'assignee', 'status', 'stage', 'state', 'type') read_only_fields = fields class SegmentSerializer(serializers.ModelSerializer): jobs = SimpleJobSerializer(many=True, source='job_set') + frames = serializers.ListSerializer(child=serializers.IntegerField(), allow_empty=True) class Meta: model = models.Segment - fields = ('start_frame', 'stop_frame', 'jobs') + fields = ('start_frame', 'stop_frame', 'jobs', 'type', 'frames') read_only_fields = fields class ClientFileSerializer(serializers.ModelSerializer): diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index 3f27ed1df3dd..cb557c7da5ae 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -1242,6 +1242,104 @@ def test_work_with_task_containing_non_stable_cloud_storage_files( assert image_name in ex.body +@pytest.mark.usefixtures("restore_db_per_function") +class TestWorkWithGtJobs: + def test_normal_and_gt_job_annotations_are_not_merged( + self, tmp_path, admin_user, tasks, jobs, annotations + ): + gt_job = next(j for j in jobs if j["type"] == "ground_truth") + task = tasks[gt_job["task_id"]] + task_jobs = [j for j in jobs if j["task_id"] == task["id"]] + + gt_job_source_annotations = annotations["job"][str(gt_job["id"])] + assert ( + gt_job_source_annotations["tags"] + or gt_job_source_annotations["shapes"] + or gt_job_source_annotations["tracks"] + ) + + with Client(BASE_URL) as client: + client.config.status_check_period = 0.01 + client.login((admin_user, USER_PASS)) + + for j in task_jobs: + if j["type"] != "ground_truth": + client.jobs.retrieve(j["id"]).remove_annotations() + + task_obj = client.tasks.retrieve(task["id"]) + task_raw_annotations = task_obj.get_annotations() + + # It's quite hard to parse the dataset files, just import the data back instead + dataset_format = "CVAT for images 1.1" + + dataset_file = tmp_path / "dataset.zip" + task_obj.export_dataset(dataset_format, dataset_file, include_images=True) + task_obj.import_annotations("CVAT 1.1", dataset_file) + task_dataset_file_annotations = task_obj.get_annotations() + + annotations_file = tmp_path / "annotations.zip" + task_obj.export_dataset(dataset_format, annotations_file, include_images=False) + task_obj.import_annotations("CVAT 1.1", annotations_file) + task_annotations_file_annotations = task_obj.get_annotations() + + for annotation_source in [ + task_raw_annotations, + task_dataset_file_annotations, + task_annotations_file_annotations, + ]: + assert not annotation_source.tags + assert not annotation_source.shapes + assert not annotation_source.tracks + + def test_can_backup_task_with_gt_jobs(self, tmp_path, admin_user, tasks, jobs, annotations): + gt_job = next( + j + for j in jobs + if j["type"] == "ground_truth" and tasks[j["task_id"]]["jobs"]["count"] == 2 + ) + task = tasks[gt_job["task_id"]] + normal_job = next(j for j in jobs if j["task_id"] == task["id"] and j["type"] == "normal") + + gt_job_source_annotations = annotations["job"][str(gt_job["id"])] + assert ( + gt_job_source_annotations["tags"] + or gt_job_source_annotations["shapes"] + or gt_job_source_annotations["tracks"] + ) + + normal_job_source_annotations = annotations["job"][str(normal_job["id"])] + + with Client(BASE_URL) as client: + client.config.status_check_period = 0.01 + client.login((admin_user, USER_PASS)) + + backup_file: Path = tmp_path / "dataset.zip" + client.tasks.retrieve(task["id"]).download_backup(backup_file) + + new_task = client.tasks.create_from_backup(backup_file) + updated_job_annotations = { + j.type: json.loads(j.api.retrieve_annotations(j.id)[1].data) + for j in new_task.get_jobs() + } + + for job_type, source_annotations in { + gt_job["type"]: gt_job_source_annotations, + normal_job["type"]: normal_job_source_annotations, + }.items(): + assert ( + DeepDiff( + source_annotations, + updated_job_annotations[job_type], + ignore_order=True, + exclude_regex_paths=[ + r"root(\['\w+'\]\[\d+\])+\['id'\]", + r"root(\['\w+'\]\[\d+\])+\['label_id'\]", + r"root(\['\w+'\]\[\d+\])+\['attributes'\]\[\d+\]\['spec_id'\]", + ], + ) + == {} + ) + @pytest.mark.usefixtures("restore_db_per_class") class TestGetTaskPreview: def _test_task_preview_200(self, username, task_id, **kwargs): diff --git a/tests/python/shared/assets/annotations.json b/tests/python/shared/assets/annotations.json index a0a427f96108..24ce2574d48b 100644 --- a/tests/python/shared/assets/annotations.json +++ b/tests/python/shared/assets/annotations.json @@ -3165,7 +3165,7 @@ ], "version": 0 }, - "32": { + "28": { "shapes": [ { "attributes": [], diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index 6b7afbbfc57c..81b265b794c3 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -4571,50 +4571,6 @@ "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" } }, -{ - "model": "engine.segment", - "pk": 29, - "fields": { - "task": 22, - "start_frame": 0, - "stop_frame": 10, - "type": "specific_frames", - "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" - } -}, -{ - "model": "engine.segment", - "pk": 30, - "fields": { - "task": 22, - "start_frame": 0, - "stop_frame": 10, - "type": "specific_frames", - "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" - } -}, -{ - "model": "engine.segment", - "pk": 31, - "fields": { - "task": 22, - "start_frame": 0, - "stop_frame": 10, - "type": "specific_frames", - "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" - } -}, -{ - "model": "engine.segment", - "pk": 32, - "fields": { - "task": 22, - "start_frame": 0, - "stop_frame": 10, - "type": "specific_frames", - "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" - } -}, { "model": "engine.job", "pk": 2, @@ -4887,9 +4843,9 @@ }, { "model": "engine.job", - "pk": 32, + "pk": 28, "fields": { - "segment": 32, + "segment": 28, "assignee": null, "updated_date": "2023-04-14T15:03:25.984Z", "status": "annotation", @@ -5858,7 +5814,7 @@ "model": "engine.labeledimage", "pk": 162, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 0, "group": null, @@ -5869,7 +5825,7 @@ "model": "engine.labeledimage", "pk": 163, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 1, "group": null, @@ -5880,7 +5836,7 @@ "model": "engine.labeledimage", "pk": 164, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 2, "group": null, @@ -5891,7 +5847,7 @@ "model": "engine.labeledimage", "pk": 165, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 3, "group": null, @@ -5902,7 +5858,7 @@ "model": "engine.labeledimage", "pk": 166, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 4, "group": null, @@ -5913,7 +5869,7 @@ "model": "engine.labeledimage", "pk": 167, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 5, "group": null, @@ -5924,7 +5880,7 @@ "model": "engine.labeledimage", "pk": 168, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 6, "group": null, @@ -5935,7 +5891,7 @@ "model": "engine.labeledimage", "pk": 169, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 7, "group": null, @@ -5946,7 +5902,7 @@ "model": "engine.labeledimage", "pk": 170, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 8, "group": null, @@ -5957,7 +5913,7 @@ "model": "engine.labeledimage", "pk": 171, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 9, "group": null, @@ -5968,7 +5924,7 @@ "model": "engine.labeledimage", "pk": 172, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 10, "group": null, @@ -6784,7 +6740,7 @@ "model": "engine.labeledshape", "pk": 373, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 0, "group": null, @@ -6802,7 +6758,7 @@ "model": "engine.labeledshape", "pk": 374, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 1, "group": null, @@ -6820,7 +6776,7 @@ "model": "engine.labeledshape", "pk": 375, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 2, "group": null, @@ -6838,7 +6794,7 @@ "model": "engine.labeledshape", "pk": 376, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 3, "group": null, @@ -6856,7 +6812,7 @@ "model": "engine.labeledshape", "pk": 377, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 4, "group": null, @@ -6874,7 +6830,7 @@ "model": "engine.labeledshape", "pk": 378, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 5, "group": null, @@ -6892,7 +6848,7 @@ "model": "engine.labeledshape", "pk": 379, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 6, "group": null, @@ -6910,7 +6866,7 @@ "model": "engine.labeledshape", "pk": 380, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 7, "group": null, @@ -6928,7 +6884,7 @@ "model": "engine.labeledshape", "pk": 381, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 8, "group": null, @@ -6946,7 +6902,7 @@ "model": "engine.labeledshape", "pk": 382, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 9, "group": null, @@ -6964,7 +6920,7 @@ "model": "engine.labeledshape", "pk": 383, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 10, "group": null, @@ -6982,7 +6938,7 @@ "model": "engine.labeledshape", "pk": 384, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 0, "group": null, @@ -7000,7 +6956,7 @@ "model": "engine.labeledshape", "pk": 385, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 1, "group": null, @@ -7018,7 +6974,7 @@ "model": "engine.labeledshape", "pk": 386, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 2, "group": null, @@ -7036,7 +6992,7 @@ "model": "engine.labeledshape", "pk": 387, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 3, "group": null, @@ -7054,7 +7010,7 @@ "model": "engine.labeledshape", "pk": 388, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 4, "group": null, @@ -7072,7 +7028,7 @@ "model": "engine.labeledshape", "pk": 389, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 5, "group": null, @@ -7090,7 +7046,7 @@ "model": "engine.labeledshape", "pk": 390, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 6, "group": null, @@ -7108,7 +7064,7 @@ "model": "engine.labeledshape", "pk": 391, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 7, "group": null, @@ -7126,7 +7082,7 @@ "model": "engine.labeledshape", "pk": 392, "fields": { - "job": 32, + "job": 28, "label": 63, "frame": 8, "group": null, @@ -7144,7 +7100,7 @@ "model": "engine.labeledshape", "pk": 393, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 9, "group": null, @@ -7162,7 +7118,7 @@ "model": "engine.labeledshape", "pk": 394, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 10, "group": null, @@ -7648,7 +7604,7 @@ "model": "engine.labeledshape", "pk": 509, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 0, "group": 0, @@ -7666,7 +7622,7 @@ "model": "engine.labeledshape", "pk": 510, "fields": { - "job": 32, + "job": 28, "label": 67, "frame": 0, "group": 0, @@ -7684,7 +7640,7 @@ "model": "engine.labeledshape", "pk": 511, "fields": { - "job": 32, + "job": 28, "label": 68, "frame": 0, "group": 0, @@ -7702,7 +7658,7 @@ "model": "engine.labeledshape", "pk": 512, "fields": { - "job": 32, + "job": 28, "label": 69, "frame": 0, "group": 0, @@ -7963,7 +7919,7 @@ "model": "engine.labeledtrack", "pk": 107, "fields": { - "job": 32, + "job": 28, "label": 64, "frame": 1, "group": null, @@ -7975,7 +7931,7 @@ "model": "engine.labeledtrack", "pk": 108, "fields": { - "job": 32, + "job": 28, "label": 66, "frame": 5, "group": null, diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 35e0e8e472ed..2ebf04540d18 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -9,14 +9,14 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", - "id": 32, + "id": 28, "issues": { "count": 0, - "url": "http://localhost:8080/api/issues?job_id=32" + "url": "http://localhost:8080/api/issues?job_id=28" }, "labels": { "count": 3, - "url": "http://localhost:8080/api/labels?job_id=32" + "url": "http://localhost:8080/api/labels?job_id=28" }, "mode": "annotation", "project_id": null, @@ -28,7 +28,7 @@ "task_id": 22, "type": "ground_truth", "updated_date": "2023-04-14T15:03:25.984000Z", - "url": "http://localhost:8080/api/jobs/32" + "url": "http://localhost:8080/api/jobs/28" }, { "assignee": null, diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index 492202bd4f17..1fcd82e9ae2a 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -16,7 +16,7 @@ "image_quality": 70, "jobs": { "completed": 0, - "count": 6, + "count": 2, "url": "http://localhost:8080/api/jobs?task_id=22" }, "labels": { From 3f583e3b39267522225c31967c8fe22db8ccda2c Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 18 Apr 2023 10:23:41 +0300 Subject: [PATCH 017/257] added gt job create form --- cvat-core/src/enums.ts | 5 + cvat-core/src/server-proxy.ts | 14 + cvat-core/src/server-response-types.ts | 3 +- cvat-core/src/session-implementation.ts | 12 +- cvat-core/src/session.ts | 61 ++--- cvat-ui/src/actions/jobs-actions.ts | 20 +- .../create-job-page/create-job-page.tsx | 71 ++++++ .../components/create-job-page/job-form.tsx | 239 ++++++++++++++++++ .../components/create-job-page/styles.scss | 45 ++++ cvat-ui/src/components/cvat-app.tsx | 2 + .../src/components/jobs-page/jobs-content.tsx | 6 +- cvat-ui/src/cvat-core-wrapper.ts | 3 +- cvat-ui/src/reducers/index.ts | 1 + cvat-ui/src/reducers/notifications-reducer.ts | 19 +- 14 files changed, 462 insertions(+), 39 deletions(-) create mode 100644 cvat-ui/src/components/create-job-page/create-job-page.tsx create mode 100644 cvat-ui/src/components/create-job-page/job-form.tsx create mode 100644 cvat-ui/src/components/create-job-page/styles.scss diff --git a/cvat-core/src/enums.ts b/cvat-core/src/enums.ts index 2ee04197cbae..fe42f6e86c92 100644 --- a/cvat-core/src/enums.ts +++ b/cvat-core/src/enums.ts @@ -34,6 +34,11 @@ export enum JobState { REJECTED = 'rejected', } +export enum JobType { + NORMAL = 'normal', + GROUND_TRUTH = 'ground_truth', +} + export enum DimensionType { DIMENSION_2D = '2d', DIMENSION_3D = '3d', diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index f75316210aa9..5e9cff522ab5 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -1351,6 +1351,19 @@ async function saveJob(id: number, jobData: Partial): Promise): Promise { + const { backendAPI } = config; + + let response = null; + try { + response = await Axios.post(`${backendAPI}/jobs`, jobData); + } catch (errorData) { + throw generateError(errorData); + } + + return response.data; +} + async function getUsers(filter = { page_size: 'all' }) { const { backendAPI } = config; @@ -2197,6 +2210,7 @@ export default Object.freeze({ get: getJobs, getPreview: getPreview('jobs'), save: saveJob, + create: createJob, exportDataset: exportDataset('jobs'), }), diff --git a/cvat-core/src/server-response-types.ts b/cvat-core/src/server-response-types.ts index d29b8d0630f7..e0f3b3dced51 100644 --- a/cvat-core/src/server-response-types.ts +++ b/cvat-core/src/server-response-types.ts @@ -4,7 +4,7 @@ import { ChunkType, - DimensionType, JobStage, JobState, ProjectStatus, + DimensionType, JobStage, JobState, JobType, ProjectStatus, ShareFileType, TaskMode, TaskStatus, } from 'enums'; import { SerializedModel } from 'core-types'; @@ -117,6 +117,7 @@ export interface SerializedJob { project_id: number | null; stage: JobStage; state: JobState; + type: JobType; startFrame: number; stopFrame: number; task_id: number; diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index bdde1c7c21de..ea33db36e809 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -61,7 +61,7 @@ async function restoreFrameWrapper(jobID, frame) { } export function implementJob(Job) { - Job.prototype.save.implementation = async function () { + Job.prototype.save.implementation = async function (additionalData: any) { if (this.id) { const jobData = this._updateTrigger.getUpdated(this); if (jobData.assignee) { @@ -73,7 +73,15 @@ export function implementJob(Job) { return new Job(data); } - throw new ArgumentError('Could not save job without id'); + const jobSpec = { + ...(this.assignee ? { assignee: this.assignee.id } : {}), + ...(this.stage ? { stage: this.stage } : {}), + ...(this.state ? { stage: this.state } : {}), + type: this.type, + task_id: this.taskId, + }; + const job = await serverProxy.jobs.create({ ...jobSpec, ...additionalData }); + return new Job(job); }; Job.prototype.issues.implementation = async function () { diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 4a01202de8ca..91df825d6018 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -6,7 +6,7 @@ import _ from 'lodash'; import { ChunkType, DimensionType, JobStage, - JobState, StorageLocation, TaskMode, TaskStatus, + JobState, JobType, StorageLocation, TaskMode, TaskStatus, } from './enums'; import { Storage } from './storage'; @@ -318,6 +318,8 @@ export class Job extends Session { public readonly bugTracker: string | null; public readonly mode: TaskMode; public readonly labels: Label[]; + public readonly type: JobType; + public readonly frameSelectionMethod: JobType; public annotations: { get: CallableFunction; @@ -368,6 +370,7 @@ export class Job extends Session { assignee: null, stage: undefined, state: undefined, + type: JobType.NORMAL, start_frame: undefined, stop_frame: undefined, project_id: null, @@ -387,10 +390,6 @@ export class Job extends Session { if (property in initialData) { data[property] = initialData[property]; } - - if (data[property] === undefined) { - throw new ArgumentError(`Job field "${property}" was not initialized`); - } } } @@ -467,6 +466,9 @@ export class Job extends Session { data.state = state; }, }, + type: { + get: () => data.type, + }, startFrame: { get: () => data.start_frame, }, @@ -549,8 +551,8 @@ export class Job extends Session { }; } - async save() { - const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.save); + async save(additionalData = {}) { + const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.save, additionalData); return result; } @@ -721,28 +723,29 @@ export class Task extends Session { if (Array.isArray(initialData.jobs)) { for (const job of initialData.jobs) { - const jobInstance = new Job({ - url: job.url, - id: job.id, - assignee: job.assignee, - state: job.state, - stage: job.stage, - start_frame: job.start_frame, - stop_frame: job.stop_frame, - - // following fields also returned when doing API request /jobs/ - // here we know them from task and append to constructor - task_id: data.id, - project_id: data.project_id, - labels: data.labels, - bug_tracker: data.bug_tracker, - mode: data.mode, - dimension: data.dimension, - data_compressed_chunk_type: data.data_compressed_chunk_type, - data_chunk_size: data.data_chunk_size, - }); - - data.jobs.push(jobInstance); + if (job.type === JobType.NORMAL) { + const jobInstance = new Job({ + url: job.url, + id: job.id, + assignee: job.assignee, + state: job.state, + stage: job.stage, + start_frame: job.start_frame, + stop_frame: job.stop_frame, + + // following fields also returned when doing API request /jobs/ + // here we know them from task and append to constructor + task_id: data.id, + project_id: data.project_id, + labels: data.labels, + bug_tracker: data.bug_tracker, + mode: data.mode, + dimension: data.dimension, + data_compressed_chunk_type: data.data_compressed_chunk_type, + data_chunk_size: data.data_chunk_size, + }); + data.jobs.push(jobInstance); + } } } diff --git a/cvat-ui/src/actions/jobs-actions.ts b/cvat-ui/src/actions/jobs-actions.ts index 70dc5a6d5424..2110cd9de201 100644 --- a/cvat-ui/src/actions/jobs-actions.ts +++ b/cvat-ui/src/actions/jobs-actions.ts @@ -4,9 +4,10 @@ // SPDX-License-Identifier: MIT import { ActionUnion, createAction, ThunkAction } from 'utils/redux'; -import { getCore } from 'cvat-core-wrapper'; -import { JobsQuery, Job } from 'reducers'; +import { getCore, Job } from 'cvat-core-wrapper'; +import { JobsQuery } from 'reducers'; import { filterNull } from 'utils/filter-null'; +import { JobData } from 'components/create-job-page/job-form'; const cvat = getCore(); @@ -17,6 +18,7 @@ export enum JobsActionTypes { GET_JOB_PREVIEW = 'GET_JOB_PREVIEW', GET_JOB_PREVIEW_SUCCESS = 'GET_JOB_PREVIEW_SUCCESS', GET_JOB_PREVIEW_FAILED = 'GET_JOB_PREVIEW_FAILED', + CREATE_JOB_FAILED = 'CREATE_JOB_FAILED', } interface JobsList extends Array { @@ -38,6 +40,9 @@ const jobsActions = { getJobPreviewFailed: (jobID: number, error: any) => ( createAction(JobsActionTypes.GET_JOB_PREVIEW_FAILED, { jobID, error }) ), + createJobFailed: (error: any) => ( + createAction(JobsActionTypes.CREATE_JOB_FAILED, { error }) + ), }; export type JobsActions = ActionUnion; @@ -64,3 +69,14 @@ export const getJobPreviewAsync = (job: Job): ThunkAction => async (dispatch) => dispatch(jobsActions.getJobPreviewFailed(job.id, error)); } }; + +export const createJobAsync = (data: JobData): ThunkAction => async (dispatch) => { + const jobInstance = new cvat.classes.Job(data); + try { + const savedJob = await jobInstance.save(data); + return savedJob; + } catch (error) { + dispatch(jobsActions.createJobFailed(error)); + throw error; + } +}; diff --git a/cvat-ui/src/components/create-job-page/create-job-page.tsx b/cvat-ui/src/components/create-job-page/create-job-page.tsx new file mode 100644 index 000000000000..6e7b248d3eae --- /dev/null +++ b/cvat-ui/src/components/create-job-page/create-job-page.tsx @@ -0,0 +1,71 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; + +import React, { useEffect, useState } from 'react'; +import { Row, Col } from 'antd/lib/grid'; +import { useParams } from 'react-router'; +import Text from 'antd/lib/typography/Text'; +import Spin from 'antd/lib/spin'; +import { Task } from 'reducers'; +import { notification } from 'antd'; +import { getCore } from 'cvat-core-wrapper'; +import JobForm from './job-form'; + +const core = getCore(); + +function CreateJobPage(): JSX.Element { + const [fetchingTask, setFetchingTask] = useState(true); + const [taskInstance, setTaskInstance] = useState(null); + + const id = +useParams<{ id: string }>().id; + useEffect((): void => { + if (Number.isInteger(id)) { + core.tasks.get({ id }) + .then(([task]: Task[]) => { + if (task) { + setTaskInstance(task); + } + }).catch((error: Error) => { + notification.error({ + message: 'Could not fetch requested task from the server', + description: error.toString(), + }); + }).finally(() => { + setFetchingTask(false); + }); + } else { + notification.error({ + message: 'Could not receive the requested task from the server', + description: `Requested task id "${id}" is not valid`, + }); + setFetchingTask(false); + } + }, []); + return ( +

+ ); +} + +export default React.memo(CreateJobPage); diff --git a/cvat-ui/src/components/create-job-page/job-form.tsx b/cvat-ui/src/components/create-job-page/job-form.tsx new file mode 100644 index 000000000000..9ddae94d15d7 --- /dev/null +++ b/cvat-ui/src/components/create-job-page/job-form.tsx @@ -0,0 +1,239 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; + +import React, { useCallback } from 'react'; +import { Row, Col } from 'antd/lib/grid'; +import Form from 'antd/lib/form'; +import Button from 'antd/lib/button'; +import Select from 'antd/lib/select'; +import notification from 'antd/lib/notification'; +import InputNumber from 'antd/lib/input-number'; +import Text from 'antd/lib/typography/Text'; + +import { CombinedState } from 'reducers'; +import { useDispatch, useSelector } from 'react-redux'; +import { JobType } from 'cvat-core/src/enums'; +import { Task } from 'cvat-core-wrapper'; +import { createJobAsync } from 'actions/jobs-actions'; +import { useHistory } from 'react-router'; + +export enum FrameSelectionMethod { + RANDOM = 'random_uniform', +} + +interface JobDataMutual { + task_id: number, + frame_selection_method: FrameSelectionMethod, + type: JobType, + seed?: number, +} + +export interface JobData extends JobDataMutual { + count: number, +} + +export interface JobFormData extends JobDataMutual { + quantity: number, + frame_count: number, +} + +interface Props { + task: Task +} + +const defaultQuantity = 5; + +function JobForm(props: Props): JSX.Element { + const { task } = props; + const { size: taskSize } = task; + const [form] = Form.useForm(); + const dispatch = useDispatch(); + const history = useHistory(); + + const fetching = useSelector((state: CombinedState) => state.models.fetching); + + const submit = useCallback(async (): Promise => { + try { + const values: JobFormData = await form.validateFields(); + const data: JobData = { + frame_selection_method: values.frame_selection_method, + type: values.type, + seed: values.seed, + count: values.frame_count, + task_id: task.id, + }; + const createdJob = await dispatch(createJobAsync(data)); + + return createdJob; + } catch (e) { + return false; + } + }, [task]); + + const onSubmitAndOpen = async (): Promise => { + const createdJob = await submit(); + if (createdJob) { + history.push(`/tasks/${task.id}/jobs/${createdJob.id}`); + } + }; + + const onSubmit = async (): Promise => { + const res = await submit(); + if (res) { + form.resetFields(); + notification.info({ + message: 'Job has been successfully created', + className: 'cvat-notification-create-job-success', + }); + } + }; + + const onQuantityChange = useCallback((value: number | null) => { + if (value) { + const newFrameCount = Math.round((value * taskSize) / 100); + form.setFieldsValue({ + frame_count: newFrameCount, + }); + } + }, [taskSize]); + + const onFrameCountChange = useCallback((value: number | null) => { + if (value) { + const newQuantity = Math.floor((value / taskSize) * 100); + form.setFieldsValue({ + quantity: newQuantity, + }); + } + }, [taskSize]); + + return ( + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + {`of ${taskSize} selected`} + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + ); +} + +export default React.memo(JobForm); diff --git a/cvat-ui/src/components/create-job-page/styles.scss b/cvat-ui/src/components/create-job-page/styles.scss new file mode 100644 index 000000000000..b1ef80a1b031 --- /dev/null +++ b/cvat-ui/src/components/create-job-page/styles.scss @@ -0,0 +1,45 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +@import '../../base.scss'; + +.cvat-create-job-page { + width: 100%; + height: 100%; + padding-top: $grid-unit-size * 5; + + .cvat-title { + font-size: 36px; + } +} + +.cvat-create-job-form-wrapper { + margin-top: $grid-unit-size * 3; + height: auto; + border: 1px solid $border-color-1; + border-radius: 3px; + padding: $grid-unit-size * 3; + background: $background-color-1; + text-align: initial; + + .ant-input-number { + width: $grid-unit-size * 25; + } +} + +.cvat-create-job-frames-tip { + display: flex; + align-items: center; + margin-left: $grid-unit-size * 2; + margin-top: $grid-unit-size; +} + +.cvat-create-job-actions { + margin-top: $grid-unit-size * 10; + + button { + min-width: $grid-unit-size * 15; + margin-left: $grid-unit-size; + } +} diff --git a/cvat-ui/src/components/cvat-app.tsx b/cvat-ui/src/components/cvat-app.tsx index 4ca5a6a331f3..711908c1c6ea 100644 --- a/cvat-ui/src/components/cvat-app.tsx +++ b/cvat-ui/src/components/cvat-app.tsx @@ -73,6 +73,7 @@ import EmailConfirmationPage from './email-confirmation-pages/email-confirmed'; import EmailVerificationSentPage from './email-confirmation-pages/email-verification-sent'; import IncorrectEmailConfirmationPage from './email-confirmation-pages/incorrect-email-confirmation'; import CreateModelPage from './create-model-page/create-model-page'; +import CreateJobPage from './create-job-page/create-job-page'; interface CVATAppProps { loadFormats: () => void; @@ -460,6 +461,7 @@ class CVATApplication extends React.PureComponent + diff --git a/cvat-ui/src/components/jobs-page/jobs-content.tsx b/cvat-ui/src/components/jobs-page/jobs-content.tsx index 8406e9f535e8..3105d5212494 100644 --- a/cvat-ui/src/components/jobs-page/jobs-content.tsx +++ b/cvat-ui/src/components/jobs-page/jobs-content.tsx @@ -6,11 +6,11 @@ import React from 'react'; import { useSelector } from 'react-redux'; import { Col, Row } from 'antd/lib/grid'; import { CombinedState } from 'reducers'; +import { Job, JobType } from 'cvat-core-wrapper'; import JobCard from './job-card'; function JobsContentComponent(): JSX.Element { const jobs = useSelector((state: CombinedState) => state.jobs.current); - const previews = useSelector((state: CombinedState) => state.jobs.previews); const dimensions = { md: 22, lg: 18, @@ -21,8 +21,8 @@ function JobsContentComponent(): JSX.Element { return ( - {jobs.map((job: any, idx: number): JSX.Element => ( - + {jobs.filter((job: Job) => job.type === JobType.NORMAL).map((job: Job): JSX.Element => ( + ))} diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index d36432d18eca..79ca3ccc9df7 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -15,7 +15,7 @@ import { SerializedAttribute, SerializedLabel } from 'cvat-core/src/server-respo import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; import { - ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, + ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, } from 'cvat-core/src/enums'; import { Storage, StorageData } from 'cvat-core/src/storage'; import Issue from 'cvat-core/src/issue'; @@ -57,6 +57,7 @@ export { ModelReturnType, DimensionType, Dumper, + JobType, }; export type { diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index b5139e5cb2fa..df2883fe6181 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -464,6 +464,7 @@ export interface NotificationsState { jobs: { updating: null | ErrorState; fetching: null | ErrorState; + creating: null | ErrorState; }; formats: { fetching: null | ErrorState; diff --git a/cvat-ui/src/reducers/notifications-reducer.ts b/cvat-ui/src/reducers/notifications-reducer.ts index 1f62b3f8fbc8..79c9de0391f9 100644 --- a/cvat-ui/src/reducers/notifications-reducer.ts +++ b/cvat-ui/src/reducers/notifications-reducer.ts @@ -61,6 +61,7 @@ const defaultState: NotificationsState = { jobs: { updating: null, fetching: null, + creating: null, }, formats: { fetching: null, @@ -1552,7 +1553,23 @@ export default function (state = defaultState, action: AnyAction): Notifications fetching: { message: 'Could not fetch a list of jobs', reason: action.payload.error.toString(), - className: 'cvat-notification-notice-update-organization-membership-failed', + className: 'cvat-notification-notice-update-get-jobs-failed', + }, + }, + }, + }; + } + case JobsActionTypes.CREATE_JOB_FAILED: { + return { + ...state, + errors: { + ...state.errors, + jobs: { + ...state.errors.jobs, + creating: { + message: 'Could not create job', + reason: action.payload.error.toString(), + className: 'cvat-notification-notice-create-job-failed', }, }, }, From d2cdda459c6673d68a02e024ef9e36be1aea0d77 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 18 Apr 2023 11:26:10 +0300 Subject: [PATCH 018/257] Add rules for job creation and removal --- cvat/apps/iam/permissions.py | 26 ++++++++++++++++++++++++-- cvat/apps/iam/rules/jobs.rego | 22 ++++++++++++++++++++-- 2 files changed, 44 insertions(+), 4 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index cbea2fe4dae9..c28e9ffb873a 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1127,6 +1127,7 @@ def get_resource(self): class JobPermission(OpenPolicyAgentPermission): class Scopes(StrEnum): + CREATE = 'create' LIST = 'list' VIEW = 'view' UPDATE = 'update' @@ -1192,10 +1193,10 @@ def __init__(self, **kwargs): def get_scopes(request, view, obj): Scopes = __class__.Scopes scope = { - ('list', 'GET'): Scopes.LIST, # TODO: need to add the method + ('list', 'GET'): Scopes.LIST, + ('create', 'POST'): Scopes.CREATE, ('retrieve', 'GET'): Scopes.VIEW, ('partial_update', 'PATCH'): Scopes.UPDATE, - ('update', 'PUT'): Scopes.UPDATE, # TODO: do we need the method? ('destroy', 'DELETE'): Scopes.DELETE, ('annotations', 'GET'): Scopes.VIEW_ANNOTATIONS, ('annotations', 'PATCH'): Scopes.UPDATE_ANNOTATIONS, @@ -1272,6 +1273,27 @@ def get_resource(self): "assignee": { "id": getattr(self.obj.segment.task.project.assignee, 'id', None) } } if self.obj.segment.task.project else None } + elif self.scope == self.Scopes.CREATE: + task = Task.objects.get(id=self.task_id) + + if task.project: + organization = task.project.organization + else: + organization = task.organization + + data = { + 'organization': { + "id": getattr(organization, 'id', None) + }, + "task": { + "owner": { "id": getattr(task.owner, 'id', None) }, + "assignee": { "id": getattr(task.assignee, 'id', None) } + }, + "project": { + "owner": { "id": getattr(task.project.owner, 'id', None) }, + "assignee": { "id": getattr(task.project.assignee, 'id', None) } + } if task.project else None + } return data diff --git a/cvat/apps/iam/rules/jobs.rego b/cvat/apps/iam/rules/jobs.rego index b853dda6d946..f85a88b6d9a3 100644 --- a/cvat/apps/iam/rules/jobs.rego +++ b/cvat/apps/iam/rules/jobs.rego @@ -3,7 +3,7 @@ import data.utils import data.organizations # input: { -# "scope": <"view"|"list"|"update:state"|"update:stage"|"update:assignee""delete"| +# "scope": <"create"|"view"|"list"|"update:state"|"update:stage"|"update:assignee""delete"| # "view:annotations"|"update:annotations"|"delete:annotations"|"view:data"| # "export:annotations" | "export:dataset" |> or null, # "auth": { @@ -139,6 +139,21 @@ filter = [] { # Django Q object to filter list of entries {"segment__task__project__organization": input.auth.organization.id}, "|", "&"] } +allow { + { utils.CREATE, utils.DELETE }[input.scope] + utils.has_perm(utils.USER) + utils.is_sandbox + is_task_staff +} + +allow { + { utils.CREATE, utils.DELETE }[input.scope] + input.auth.organization.id == input.resource.organization.id + organizations.has_perm(organizations.WORKER) + utils.has_perm(utils.USER) + is_task_staff +} + allow { { utils.VIEW, utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS }[input.scope] utils.is_sandbox @@ -146,7 +161,10 @@ allow { } allow { - { utils.VIEW, utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS }[input.scope] + { utils.CREATE, utils.DELETE, utils.VIEW, + utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, + utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS + }[input.scope] input.auth.organization.id == input.resource.organization.id utils.has_perm(utils.USER) organizations.has_perm(organizations.MAINTAINER) From 9dc5ac25a07262ab075562c9acbb280d21e8fad4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 18 Apr 2023 15:00:50 +0300 Subject: [PATCH 019/257] Add gt job access tests --- cvat/apps/iam/permissions.py | 27 ++- cvat/apps/iam/rules/jobs.rego | 12 +- docker-compose.dev.yml | 2 + tests/python/rest_api/test_jobs.py | 278 ++++++++++++++++++++++++++-- tests/python/rest_api/test_tasks.py | 1 + 5 files changed, 297 insertions(+), 23 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index c28e9ffb873a..c544cebd6481 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -874,6 +874,15 @@ def create(cls, request, view, obj): return permissions + @classmethod + def create_scope_view(cls, request, task_id: int): + try: + obj = Task.objects.get(id=task_id) + except Task.DoesNotExist as ex: + raise ValidationError(str(ex)) + + return cls(**cls.unpack_context(request), obj=obj, scope=__class__.Scopes.VIEW) + def __init__(self, **kwargs): super().__init__(**kwargs) self.url = settings.IAM_OPA_DATA_URL + '/tasks/allow' @@ -1126,6 +1135,8 @@ def get_resource(self): return data class JobPermission(OpenPolicyAgentPermission): + task_id: Optional[int] + class Scopes(StrEnum): CREATE = 'create' LIST = 'list' @@ -1153,8 +1164,17 @@ class Scopes(StrEnum): def create(cls, request, view, obj): permissions = [] if view.basename == 'job': + task_id = request.data.get('task_id') for scope in cls.get_scopes(request, view, obj): - self = cls.create_base_perm(request, view, scope, obj) + scope_params = {} + + if scope == __class__.Scopes.CREATE: + scope_params['task_id'] = task_id + + if task_id: + permissions.append(TaskPermission.create_scope_view(request, task_id)) + + self = cls.create_base_perm(request, view, scope, obj, **scope_params) permissions.append(self) if view.action == 'issues': @@ -1186,6 +1206,7 @@ def create_scope_view_data(cls, request, job_id): return cls(**cls.unpack_context(request), obj=obj, scope='view:data') def __init__(self, **kwargs): + self.task_id = kwargs.pop('task_id', None) super().__init__(**kwargs) self.url = settings.IAM_OPA_DATA_URL + '/jobs/allow' @@ -1273,7 +1294,9 @@ def get_resource(self): "assignee": { "id": getattr(self.obj.segment.task.project.assignee, 'id', None) } } if self.obj.segment.task.project else None } - elif self.scope == self.Scopes.CREATE: + elif self.scope == __class__.Scopes.CREATE: + if self.task_id is None: + raise ValidationError("task_id is not specified") task = Task.objects.get(id=self.task_id) if task.project: diff --git a/cvat/apps/iam/rules/jobs.rego b/cvat/apps/iam/rules/jobs.rego index f85a88b6d9a3..a7d49f893db6 100644 --- a/cvat/apps/iam/rules/jobs.rego +++ b/cvat/apps/iam/rules/jobs.rego @@ -149,13 +149,16 @@ allow { allow { { utils.CREATE, utils.DELETE }[input.scope] input.auth.organization.id == input.resource.organization.id - organizations.has_perm(organizations.WORKER) + organizations.has_perm(organizations.SUPERVISOR) utils.has_perm(utils.USER) is_task_staff } allow { - { utils.VIEW, utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS }[input.scope] + { utils.VIEW, + utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, + utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS + }[input.scope] utils.is_sandbox is_job_staff } @@ -171,7 +174,10 @@ allow { } allow { - { utils.VIEW, utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS }[input.scope] + { utils.VIEW, + utils.EXPORT_DATASET, utils.EXPORT_ANNOTATIONS, + utils.VIEW_ANNOTATIONS, utils.VIEW_DATA, utils.VIEW_METADATA, utils.VIEW_COMMITS + }[input.scope] input.auth.organization.id == input.resource.organization.id organizations.has_perm(organizations.WORKER) is_job_staff diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml index 77961af2e316..fcb372770662 100644 --- a/docker-compose.dev.yml +++ b/docker-compose.dev.yml @@ -21,6 +21,8 @@ services: INSTALL_SOURCES: CVAT_DEBUG_ENABLED: environment: + # Use this with CVAT_DEBUG_ENABLED to avoid server response timeouts + # DJANGO_MODWSGI_EXTRA_ARGS: '--request-timeout 0 --queue-timeout 0 --socket-timeout 1000000' CVAT_DEBUG_ENABLED: '${CVAT_DEBUG_ENABLED:-no}' CVAT_DEBUG_PORT: '9090' # If 'yes', wait for a debugger connection on startup diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 44956283c85e..f9e91400c8af 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -9,7 +9,7 @@ from copy import deepcopy from http import HTTPStatus from io import BytesIO -from typing import Any, Dict, List +from typing import Any, Dict, List, Optional import pytest from cvat_sdk import models @@ -63,10 +63,13 @@ def _test_create_job_ok(self, user: str, data: Dict[str, Any], **kwargs): assert response.status == HTTPStatus.CREATED return response - def _test_create_job_fails(self, user: str, data: Dict[str, Any], *, expected_status): + def _test_create_job_fails( + self, user: str, data: Dict[str, Any], *, expected_status: int, **kwargs + ): with make_api_client(user) as api_client: (_, response) = api_client.jobs_api.create( models.JobWriteRequest(**deepcopy(data)), + **kwargs, _check_status=False, _parse_response=False, ) @@ -178,24 +181,93 @@ def test_can_create_no_more_than_1_gt_job(self, admin_user, jobs): ) assert b"A task can have only 1 ground truth job" in response.data + def test_can_create_gt_job_in_sandbox_task(self, tasks, jobs, users): + task = next( + t + for t in tasks + if t["organization"] is None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and not users[t["owner"]["id"]]["is_superuser"] + ) + user = task["owner"]["username"] + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + self._test_create_job_ok(user, job_spec) + + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, False), + ("worker", False, False), + ], + ) + def test_create_gt_job_in_org_task( + self, tasks, jobs, users, is_org_member, is_task_staff, org_role, is_staff, allow + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + if allow: + self._test_create_job_ok(user["username"], job_spec, **extra_kwargs) + else: + self._test_create_job_fails( + user["username"], job_spec, expected_status=HTTPStatus.FORBIDDEN, **extra_kwargs + ) + @pytest.mark.usefixtures("restore_db_per_function") class TestDeleteJobs: - def _test_destroy_job_ok(self, user, job_id): + def _test_destroy_job_ok(self, user, job_id, **kwargs): with make_api_client(user) as api_client: - (_, response) = api_client.jobs_api.destroy(job_id) + (_, response) = api_client.jobs_api.destroy(job_id, **kwargs) assert response.status == HTTPStatus.NO_CONTENT - def _test_destroy_job_fails(self, user, job_id, *, expected_status): + def _test_destroy_job_fails(self, user, job_id, *, expected_status: int, **kwargs): with make_api_client(user) as api_client: (_, response) = api_client.jobs_api.destroy( - job_id, _check_status=False, _parse_response=False + job_id, **kwargs, _check_status=False, _parse_response=False ) assert response.status == expected_status return response @pytest.mark.parametrize("job_type, allow", (("ground_truth", True), ("normal", False))) - def test_can_destroy_job(self, admin_user, jobs, job_type, allow): + def test_destroy_job(self, admin_user, jobs, job_type, allow): job = next(j for j in jobs if j["type"] == job_type) if allow: @@ -205,6 +277,90 @@ def test_can_destroy_job(self, admin_user, jobs, job_type, allow): admin_user, job["id"], expected_status=HTTPStatus.BAD_REQUEST ) + def test_can_destroy_gt_job_in_sandbox_task(self, tasks, jobs, users, admin_user): + task = next( + t + for t in tasks + if t["organization"] is None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and not users[t["owner"]["id"]]["is_superuser"] + ) + user = task["owner"]["username"] + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + with make_api_client(admin_user) as api_client: + (job, _) = api_client.jobs_api.create(job_spec) + + self._test_destroy_job_ok(user, job.id) + + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, False), + ("worker", False, False), + ], + ) + def test_destroy_gt_job_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + with make_api_client(admin_user) as api_client: + (job, _) = api_client.jobs_api.create(job_spec, **extra_kwargs) + + if allow: + self._test_destroy_job_ok(user["username"], job.id, **extra_kwargs) + else: + self._test_destroy_job_fails( + user["username"], job.id, expected_status=HTTPStatus.FORBIDDEN, **extra_kwargs + ) + @pytest.mark.usefixtures("restore_db_per_function") class TestGtComparison: @@ -254,19 +410,21 @@ def test_can_compare_normal_and_gt_job(self, admin_user, tasks, jobs): @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobs: - def _test_get_job_200(self, user, jid, data, **kwargs): + def _test_get_job_200(self, user, jid, *, expected_data: Optional[Dict[str, Any]], **kwargs): with make_api_client(user) as client: (_, response) = client.jobs_api.retrieve(jid, **kwargs) assert response.status == HTTPStatus.OK - assert ( - DeepDiff( - data, - json.loads(response.data), - exclude_paths="root['updated_date']", - ignore_order=True, + + if expected_data is not None: + assert ( + DeepDiff( + expected_data, + json.loads(response.data), + exclude_paths="root['updated_date']", + ignore_order=True, + ) + == {} ) - == {} - ) def _test_get_job_403(self, user, jid, **kwargs): with make_api_client(user) as client: @@ -281,7 +439,7 @@ def test_admin_get_job(self, jobs, tasks, org): # keep only the reasonable amount of jobs for job in jobs[:8]: - self._test_get_job_200("admin2", job["id"], job, **kwargs) + self._test_get_job_200("admin2", job["id"], expected_data=job, **kwargs) @pytest.mark.parametrize("org_id", ["", None, 1, 2]) @pytest.mark.parametrize("groups", [["business"], ["user"], ["worker"], []]) @@ -297,10 +455,94 @@ def test_non_admin_get_job(self, org_id, groups, users, jobs, tasks, projects, o # check if the specific user in job_staff to see the job for user in users: if user["id"] in job_staff | org_staff: - self._test_get_job_200(user["username"], job["id"], job, **kwargs) + self._test_get_job_200(user["username"], job["id"], expected_data=job, **kwargs) else: self._test_get_job_403(user["username"], job["id"], **kwargs) + @pytest.mark.usefixtures("restore_db_per_function") + def test_can_get_gt_job_in_sandbox_task(self, tasks, jobs, users, admin_user): + task = next( + t + for t in tasks + if t["organization"] is None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and not users[t["owner"]["id"]]["is_superuser"] + ) + user = task["owner"]["username"] + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + with make_api_client(admin_user) as api_client: + (job, _) = api_client.jobs_api.create(job_spec) + + self._test_get_job_200(user, job.id, expected_data=None) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_get_gt_job_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + job_spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + with make_api_client(admin_user) as api_client: + (job, _) = api_client.jobs_api.create(job_spec, **extra_kwargs) + + if allow: + self._test_get_job_200(user["username"], job.id, expected_data=None, **extra_kwargs) + else: + self._test_get_job_403(user["username"], job.id, **extra_kwargs) + @pytest.mark.usefixtures("restore_db_per_class") class TestListJobs: diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index cb557c7da5ae..1e378569a5bc 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -1340,6 +1340,7 @@ def test_can_backup_task_with_gt_jobs(self, tmp_path, admin_user, tasks, jobs, a == {} ) + @pytest.mark.usefixtures("restore_db_per_class") class TestGetTaskPreview: def _test_task_preview_200(self, username, task_id, **kwargs): From bab81017be7b0fa5a64eacf40572fa5032ce4eb4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 18 Apr 2023 17:51:14 +0300 Subject: [PATCH 020/257] Add opa rules tests --- cvat/apps/iam/rules/tests/configs/jobs.csv | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/cvat/apps/iam/rules/tests/configs/jobs.csv b/cvat/apps/iam/rules/tests/configs/jobs.csv index 2c463b654555..18533cbd45e3 100644 --- a/cvat/apps/iam/rules/tests/configs/jobs.csv +++ b/cvat/apps/iam/rules/tests/configs/jobs.csv @@ -57,3 +57,13 @@ import:annotations,Job,Sandbox,None,,PUT,/jobs/{id}/annotations?format=,Admin,N/ import:annotations,Job,Sandbox,"Project:owner, Project:assignee, Task:owner, Task:assignee, Assignee",,PUT,/jobs/{id}/annotations?format=,Worker,N/A import:annotations,Job,Organization,None,,PUT,/jobs/{id}/annotations?format=,User,Maintainer import:annotations,Job,Organization,"Project:owner, Project:assignee, Task:owner, Task:assignee, Assignee",,PUT,/jobs/{id}/annotations?format=,Worker,Worker +create,Job,Sandbox,None,,POST,/jobs,Admin,N/A +create,Job,Sandbox,"Project:owner, Project:assignee, Task:owner, Task:assignee",,POST,/jobs/{id},User,N/A +create,Job,Organization,None,,POST,/jobs,User,Maintainer +create,Job,Organization,"Project:owner, Project:assignee, Task:owner, Task:assignee",,POST,/jobs/{id},User,Supervisor +create,Job,Organization,"Project:owner, Project:assignee, Task:owner, Task:assignee, Assignee",,POST,/jobs/{id},User,Maintainer +delete,Job,Sandbox,None,,DELETE,/jobs/{id},Admin,N/A +delete,Job,Sandbox,"Project:owner, Project:assignee, Task:owner, Task:assignee",,DELETE,/jobs/{id},User,N/A +delete,Job,Organization,None,,DELETE,/jobs/{id},User,Maintainer +delete,Job,Organization,"Project:owner, Project:assignee, Task:owner, Task:assignee",,DELETE,/jobs/{id},User,Supervisor +delete,Job,Organization,"Project:owner, Project:assignee, Task:owner, Task:assignee, Assignee",,DELETE,/jobs/{id},User,Maintainer From a96f14ec711bd108c5e1b231c6a9493dd88471ab Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 18 Apr 2023 22:43:22 +0300 Subject: [PATCH 021/257] Simplify test assets --- tests/python/shared/assets/annotations.json | 3072 ++++++------------ tests/python/shared/assets/cvat_db/data.json | 382 +-- 2 files changed, 1213 insertions(+), 2241 deletions(-) diff --git a/tests/python/shared/assets/annotations.json b/tests/python/shared/assets/annotations.json index 24ce2574d48b..b2177f760594 100644 --- a/tests/python/shared/assets/annotations.json +++ b/tests/python/shared/assets/annotations.json @@ -1495,87 +1495,27 @@ "outside": false, "points": [ 401.25005136424625, - 21.437188999945647, + 29.26962500657828, 401.25005136424625, - 86.07529491001696, - 476.49277230117514, - 21.30941055245239, - 476.49277230117514, - 86.1453633191959, - 482.3813022073682, - 17.222011508036303, - 482.3813022073682, - 81.74829255695477, - 407.4789834561907, - 17.36159481238974, - 407.4789834561907, - 81.69191156113993 + 86.07529491000787, + 468.64120980117514, + 29.176652377986102, + 468.64120980117514, + 86.13805169507759, + 474.5653626349449, + 25.052984757909144, + 474.5653626349449, + 81.74240928838844, + 407.47898345618705, + 25.156734879141368, + 407.47898345618705, + 81.69191156110719 ], "rotation": 0.0, "source": "manual", "type": "cuboid", "z_order": 0 }, - { - "attributes": [], - "elements": [], - "frame": 2, - "group": null, - "id": 485, - "label_id": 66, - "occluded": false, - "outside": false, - "points": [ - 29.29325796839885, - 17.76290795533808, - 42.188980213015164, - 19.15690194174448 - ], - "rotation": 0.0, - "source": "manual", - "type": "rectangle", - "z_order": 0 - }, - { - "attributes": [], - "elements": [], - "frame": 2, - "group": 0, - "id": 506, - "label_id": 63, - "occluded": false, - "outside": false, - "points": [ - 535.3916015625, - 94.59912109375, - 570.72265625, - 66.46484375 - ], - "rotation": 0.0, - "source": "manual", - "type": "ellipse", - "z_order": 0 - }, - { - "attributes": [], - "elements": [], - "frame": 2, - "group": null, - "id": 496, - "label_id": 64, - "occluded": false, - "outside": false, - "points": [ - 9.23320240197188, - 14.307138152377041, - 25.845440820735742, - 44.032847830632605 - ], - "rotation": 0.0, - "source": "manual", - "type": "rectangle", - "z_order": 0 - }, { "attributes": [], "elements": [], @@ -2093,26 +2033,6 @@ "type": "polyline", "z_order": 0 }, - { - "attributes": [], - "elements": [], - "frame": 3, - "group": null, - "id": 486, - "label_id": 64, - "occluded": false, - "outside": false, - "points": [ - 12.900324218921977, - 31.61197536878121, - 14.59391078431892, - 36.29094511026649 - ], - "rotation": 0.0, - "source": "manual", - "type": "rectangle", - "z_order": 0 - }, { "attributes": [], "elements": [], @@ -2123,10 +2043,10 @@ "occluded": false, "outside": false, "points": [ - 24.730337557305866, - 29.62228497877787, - 29.24857191530591, - 70.68451297781645 + 258.3095703125, + 24.3876953125, + 295.5791015625, + 65.44992331153844 ], "rotation": 0.0, "source": "manual", @@ -2156,17 +2076,17 @@ { "attributes": [], "elements": [], - "frame": 4, + "frame": 5, "group": null, - "id": 498, - "label_id": 64, + "id": 499, + "label_id": 63, "occluded": false, "outside": false, "points": [ - 2.1121019722181886, - 13.869054700136441, - 11.324617420574125, - 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"pk": 128, + "fields": { + "job": 27, + "label": 67, + "frame": 0, + "group": 0, + "source": "manual", + "parent": 127 + } +}, +{ + "model": "engine.labeledtrack", + "pk": 129, + "fields": { + "job": 27, + "label": 68, + "frame": 0, + "group": 0, + "source": "manual", + "parent": 127 + } +}, +{ + "model": "engine.labeledtrack", + "pk": 130, + "fields": { + "job": 27, + "label": 69, + "frame": 0, + "group": 0, + "source": "manual", + "parent": 127 + } +}, { "model": "engine.labeledtrackattributeval", "pk": 3, @@ -8353,7 +8299,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[89.16625482373604, 10.760448971018688, 21.130943971024195, 33.264143636745125, 82.08266620234568, 57.27050026015028, 31.61462894960768, 91.61837979864868, 61.318808891867995, 5.2591005982589145]", + "points": "[89.16625482373604, 10.760448971018688, 82.08266620234568, 57.27050026015028, 31.61462894960768, 91.61837979864868, 61.318808891867995, 5.2591005982589145]", "rotation": 0.0, "track": 107, 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false, "outside": false, "z_order": 0, - "points": "[60.89406682712508, 49.404300661462685, 10.175918797036033, 22.69300466402857, 13.636722568044934, 24.9397151458307, 20.52105176191774, 40.90671260779596, 57.81882237238361, 93.4250359257492]", + "points": "[60.894066827124334, 49.40430066146291, 10.175918797036502, 22.693004664028194, 20.521051761917988, 40.90671260779527, 57.81882237238278, 93.4250359257494]", "rotation": 0.0, "track": 107, "frame": 9 @@ -8493,7 +8439,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[12.005563467361247, 51.17651673396597, 26.65775387838101, 83.60637658227678, 9.37445361764302, 98.39883962537608, 11.544015694368825, 82.39090054978801, 86.56240502418258, 88.15659541170685]", + "points": "[12.005563467360844, 51.1765167339654, 40.80000000000109, 97.10000000000036, 86.56240502418223, 88.1565954117068]", "rotation": 0.0, "track": 108, "frame": 6 @@ -8507,7 +8453,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[27.49753431280614, 52.642159328363334, 88.61671771042018, 29.506649953484164, 99.84757744084266, 66.51086041463735, 98.64123905514187, 80.21191374336696, 12.032866200086401, 59.74691350332406]", + "points": "[27.497534312806238, 52.64215932836305, 44.80000000000109, 9.200000000000728, 79.60000000000036, 22.700000000000728, 71.20000000000073, 50.100000000000364, 12.032866200086573, 59.74691350332432]", "rotation": 0.0, "track": 108, "frame": 7 @@ -8521,7 +8467,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[45.66798986781423, 4.961587842360249, 28.891554322880264, 88.49284935388283, 42.04171004313141, 52.41974372296537, 79.88779494689628, 78.70227858399868, 3.134998177462567, 60.093270566831016]", + "points": "[45.66798986781396, 4.961587842361041, 121.20000000000073, 49.80000000000109, 81.60000000000036, 51.600000000000364]", "rotation": 0.0, "track": 108, "frame": 8 @@ -8563,7 +8509,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[46.51991234215712, 46.432609873899786, 45.655675472283754, 16.25754165859492, 43.56714102707272, 49.98897944826618, 5.709001866044616, 94.02221983606873, 50.4674845929161, 3.8063308724888167]", + "points": "[81.20000000000073, 43.20000000000073, 58.70000000000073, 40.5, 43.567141027073376, 49.988979448266036, 5.709001866043764, 94.02221983606796, 50.46748459291666, 3.8063308724886156]", "rotation": 0.0, "track": 117, "frame": 5 @@ -8605,7 +8551,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[20.627812291540625, 77.71815966193307, 21.07255019421953, 54.89527252097782, 44.701168842121064, 35.54993705233812, 21.962376189353606, 41.33264342135886]", + "points": "[20.627812291540977, 77.7181596619339, 32.80000000000109, 51.0, 44.70116884212075, 35.549937052337555, 21.962376189354472, 41.332643421359535]", "rotation": 0.0, "track": 117, "frame": 9 @@ -8631,9 +8577,9 @@ "fields": { "type": "polygon", "occluded": false, - "outside": false, + "outside": true, "z_order": 0, - "points": "[20.40678024726209, 91.07758232974479, 91.93855431428733, 55.64212246699361, 98.18754824554128, 2.366735096391437]", + "points": "[20.40678024726185, 91.07758232974447, 91.9385543142871, 55.6421224669939, 50.400000000001455, 41.600000000000364]", "rotation": 0.0, "track": 118, "frame": 2 @@ -8661,7 +8607,7 @@ "occluded": false, "outside": false, "z_order": 0, - "points": "[22.622019526627223, 62.31679157489255, 7.435732676703511, 0.9774883731428763, 33.48515389987684, 67.80446095923271, 29.811309771691985, 27.34743520630969, 94.97786135262317, 92.53355214231964]", + "points": "[33.48515389987733, 67.80446095923253, 59.900000000001455, 62.0, 94.97786135262322, 92.53355214232033]", "rotation": 0.0, "track": 118, "frame": 4 @@ -8675,7 +8621,7 @@ "occluded": true, "outside": false, "z_order": 0, - "points": "[0.8530259402693807, 44.13296596268512, 92.264556499544, 81.80448766928922, 31.08882580838178, 20.301451961901908, 31.47038000360235, 96.67947680961973]", + "points": "[0.8530259402687079, 44.132965962684466, 92.26455649954369, 81.8044876692893, 58.600000000000364, 91.60000000000036, 31.47038000360226, 96.67947680962061]", "rotation": 0.0, "track": 118, "frame": 6 @@ -8751,27 +8697,13 @@ "frame": 4 } }, -{ - "model": "engine.trackedshape", - "pk": 497, - "fields": { - "type": "cuboid", - "occluded": false, - "outside": false, - "z_order": 0, - "points": "[266.92653575077566, 24.86851007975565, 266.92653575077566, 117.68501668390672, 300.94915298655724, 24.760093290749865, 300.94915298655724, 117.68501668383215, 304.35141471013594, 16.30584444966371, 304.35141471013594, 109.01393426480536, 270.40413416463343, 16.423849249653358, 270.40413416463343, 109.02402735721262]", - "rotation": 0.0, - "track": 121, - "frame": 0 - } -}, { "model": "engine.trackedshape", "pk": 498, "fields": { "type": "points", "occluded": false, - "outside": false, + "outside": true, "z_order": 0, "points": "[153.27734375, 110.2919921875]", "rotation": 0.0, @@ -8813,7 +8745,7 @@ "fields": { "type": "points", "occluded": true, - "outside": false, + "outside": true, "z_order": 0, "points": "[229.1739514298206, 141.25929642527626]", "rotation": 0.0, @@ -8893,100 +8825,170 @@ }, { "model": "engine.trackedshape", - "pk": 508, + "pk": 513, "fields": { - "type": "ellipse", - "occluded": false, - "outside": false, + "type": "polygon", + "occluded": true, + "outside": true, "z_order": 0, - "points": "[457.9970703125, 146.17578125, 492.673828125, 99.39453125]", + "points": "[46.487048928881734, 74.79726052811286, 58.89940649861379, 63.46132083800071, 79.97978567976963, 37.370343440303344, 0.9690229199726064, 94.25236542125029]", "rotation": 0.0, - "track": 125, - "frame": 0 + "track": 118, + "frame": 9 } }, { "model": "engine.trackedshape", - "pk": 509, + "pk": 518, "fields": { "type": "ellipse", "occluded": false, "outside": false, "z_order": 0, - "points": "[628.1103515625, 72.896484375, 662.787109375, 26.115234375]", + "points": "[155.7216796875, 95.029296875, 190.3984375, 48.248046875]", "rotation": 0.0, - "track": 125, + "track": 126, "frame": 1 } }, { "model": "engine.trackedshape", - "pk": 510, + "pk": 519, "fields": { "type": "ellipse", "occluded": false, - "outside": false, + "outside": true, "z_order": 0, - "points": "[101.4140625, 125.2392578125, 136.0908203125, 78.4580078125]", + "points": "[155.7216796875, 95.029296875, 190.3984375, 48.248046875]", "rotation": 0.0, - "track": 125, + "track": 126, "frame": 2 } }, { "model": "engine.trackedshape", - "pk": 511, + "pk": 520, "fields": { - "type": "ellipse", + "type": "skeleton", "occluded": false, "outside": false, "z_order": 0, - "points": "[142.6337890625, 241.046875, 177.310546875, 194.265625]", + "points": "[]", "rotation": 0.0, - "track": 125, - "frame": 3 + "track": 127, + "frame": 0 } }, { "model": "engine.trackedshape", - "pk": 512, + "pk": 521, "fields": { - "type": "ellipse", + "type": "points", + "occluded": false, + "outside": false, + "z_order": 0, + "points": "[520.1542352225897, 152.06408387350893]", + "rotation": 0.0, + "track": 128, + "frame": 0 + } +}, +{ + "model": "engine.trackedshape", + "pk": 522, + "fields": { + "type": "points", "occluded": false, "outside": true, "z_order": 0, - "points": "[142.6337890625, 241.046875, 177.310546875, 194.265625]", + "points": "[492.0205078125, 63.7373046875]", "rotation": 0.0, - "track": 125, - "frame": 4 + "track": 128, + "frame": 1 } }, { "model": "engine.trackedshape", - "pk": 513, + "pk": 523, "fields": { - "type": "polygon", + "type": "points", + "occluded": true, + "outside": false, + "z_order": 0, + "points": "[596.0508429024103, 183.0313881112852]", + "rotation": 0.0, + "track": 129, + "frame": 0 + } +}, +{ + "model": "engine.trackedshape", + "pk": 524, + "fields": { + "type": "points", "occluded": true, "outside": true, "z_order": 0, - "points": "[46.487048928881734, 74.79726052811286, 58.89940649861379, 63.46132083800071, 79.97978567976963, 37.370343440303344, 0.9690229199726064, 94.25236542125029]", + "points": "[567.9171154923206, 94.70460892527626]", "rotation": 0.0, - "track": 118, - "frame": 9 + "track": 129, + "frame": 1 } }, { "model": "engine.trackedshape", - "pk": 514, + "pk": 525, "fields": { - "type": "cuboid", + "type": "points", "occluded": false, "outside": true, "z_order": 0, - "points": "[266.92653575077566, 24.86851007975565, 266.92653575077566, 117.68501668390672, 300.94915298655724, 24.760093290749865, 300.94915298655724, 117.68501668383215, 304.35141471013594, 16.30584444966371, 304.35141471013594, 109.01393426480536, 270.40413416463343, 16.423849249653358, 270.40413416463343, 109.02402735721262]", + "points": "[529.1238333204674, 202.44372862649288]", "rotation": 0.0, - "track": 121, - "frame": 4 + "track": 130, + "frame": 0 + } +}, +{ + "model": "engine.trackedshape", + "pk": 526, + "fields": { + "type": "points", + "occluded": false, + "outside": true, + "z_order": 0, + "points": "[500.9901059103777, 114.11694944048395]", + "rotation": 0.0, + "track": 130, + "frame": 1 + } +}, +{ + "model": "engine.trackedshape", + "pk": 537, + "fields": { + "type": "polygon", + "occluded": false, + "outside": false, + "z_order": 0, + "points": "[87.33181179665189, 59.56175666774834, 76.08181179665189, 58.21175666774798, 68.51538231018822, 62.956246391880995, 42.400000000001455, 40.600000000000364, 58.405383111883566, 28.931516600745454]", + "rotation": 0.0, + "track": 117, + "frame": 6 + } +}, +{ + "model": "engine.trackedshape", + "pk": 538, + "fields": { + "type": "polygon", + "occluded": false, + "outside": false, + "z_order": 0, + "points": "[68.90000000000146, 93.90000000000146, 76.08227824977257, 71.90224383464374, 63.03334358050233, 56.41750205211065, 32.477766951740705, 82.24196888442566]", + "rotation": 0.0, + "track": 118, + "frame": 5 } }, { From c1614ceb43d14777ab76d63c04995311b037a007 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 18 Apr 2023 23:19:56 +0300 Subject: [PATCH 022/257] Fix job dirs creation --- cvat/apps/dataset_manager/bindings.py | 4 ++-- cvat/apps/engine/backup.py | 3 ++- cvat/apps/engine/models.py | 6 ++++++ cvat/apps/engine/serializers.py | 4 +++- cvat/apps/engine/task.py | 6 +----- cvat/apps/engine/views.py | 4 +++- tests/python/rest_api/test_jobs.py | 20 ++++++++++++++++-- .../shared/assets/cvat_db/cvat_data.tar.bz2 | Bin 1130078 -> 890217 bytes 8 files changed, 35 insertions(+), 12 deletions(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 894208247f03..5a7d6013c42e 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -173,8 +173,8 @@ class CommonData(InstanceLabelData): TrackedShape = namedtuple( 'TrackedShape', 'type, frame, points, occluded, outside, keyframe, attributes, rotation, source, group, z_order, label, track_id, elements, id') TrackedShape.__new__.__defaults__ = (0, 'manual', 0, 0, None, 0, [], None) - Track = namedtuple('Track', 'id, label, group, source, shapes, elements') - Track.__new__.__defaults__ = ([], ) + Track = namedtuple('Track', 'label, group, source, shapes, elements, id') + Track.__new__.__defaults__ = ([], None) Tag = namedtuple('Tag', 'frame, label, attributes, source, group, id') Tag.__new__.__defaults__ = (0, None) Frame = namedtuple( diff --git a/cvat/apps/engine/backup.py b/cvat/apps/engine/backup.py index 0ec2e8e4b5aa..286df0ff6f6a 100644 --- a/cvat/apps/engine/backup.py +++ b/cvat/apps/engine/backup.py @@ -512,7 +512,8 @@ def _create_annotations(self, db_job, annotations): @staticmethod def _calculate_segment_size(jobs): - jobs = [j for j in jobs if j["type"] == models.JobType.NORMAL] + # The type field will be missing in backups create before the GT jobs were introduced + jobs = [j for j in jobs if j.get("type", models.JobType.NORMAL) == models.JobType.NORMAL] segment_size = jobs[0]['stop_frame'] - jobs[0]['start_frame'] + 1 overlap = 0 if len(jobs) == 1 else jobs[0]['stop_frame'] - jobs[1]['start_frame'] + 1 diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 5db0d6ca21c3..e83007fb385a 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -628,6 +628,12 @@ def clean(self) -> None: return super().clean() + def make_dirs(self): + job_path = self.get_dirname() + if os.path.isdir(job_path): + shutil.rmtree(job_path) + os.makedirs(job_path) + class InvalidLabel(ValueError): pass diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 9e519431adf9..5d9676095470 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -674,7 +674,9 @@ def create(self, validated_data): validated_data['segment'] = segment try: - return super().create(validated_data) + job = super().create(validated_data) + job.make_dirs() + return job except models.TaskGroundTruthJobsLimitError as ex: raise serializers.ValidationError(ex.message) from ex diff --git a/cvat/apps/engine/task.py b/cvat/apps/engine/task.py index 64c3d7050a73..87a1bd50374f 100644 --- a/cvat/apps/engine/task.py +++ b/cvat/apps/engine/task.py @@ -151,11 +151,7 @@ def _save_task_to_db(db_task: models.Task, *, job_file_mapping: Optional[JobFile db_job = models.Job(segment=db_segment) db_job.save() - - job_path = db_job.get_dirname() - if os.path.isdir(job_path): - shutil.rmtree(job_path) - os.makedirs(job_path) + db_job.make_dirs() db_task.data.save() db_task.save() diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index d706849bfc31..5316fae36051 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1547,7 +1547,9 @@ def dataset_export(self, request, pk): responses={ '200': OpenApiResponse(OpenApiTypes.BINARY, description='Data of a specific type'), }) - @action(detail=True, methods=['GET']) + @action(detail=True, methods=['GET'], + simple_filters=[] # type query parameter conflicts with the filter + ) def data(self, request, pk): db_job = self.get_object() # call check_object_permissions as well data_type = request.query_params.get('type', None) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index f9e91400c8af..13e9fb6ffca9 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -626,7 +626,17 @@ def _test_get_job_annotations_200(self, user, jid, data, **kwargs): response_data = json.loads(response.data) assert ( - DeepDiff(data, response_data, exclude_regex_paths=r"root\['version|updated_date'\]") + DeepDiff( + data, + response_data, + ignore_order=True, + exclude_regex_paths=[ + r"root\['version|updated_date'\]", + r"root(\['\w+'\]\[\d+\])+\['id'\]", + r"root(\['\w+'\]\[\d+\])+\['label_id'\]", + r"root(\['\w+'\]\[\d+\])+\['attributes'\]\[\d+\]\['spec_id'\]", + ], + ) == {} ) @@ -773,7 +783,13 @@ def _check_response(self, username, jid, expect_success, data=None, org=None): DeepDiff( data, json.loads(response.data), - exclude_regex_paths=r"root\['version|updated_date'\]", + ignore_order=True, + 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zD;i&*9}NAl6?ettgZ$z60rUXq&wT;&04nog{=oR5;j8~{xO`C8B6^WoeHRQ#ai4v_u@Twv-4Tt2Wh^I`m9`=R{cD&&4!tZ427 ztQ_FbJ&LK6ofsV0~b6E7bp)W-suE zT(<(Me-LL(Do!!@fc#F#aWQaz8}dW-w*^~)z!_4}R#N(~^a1`bqUnIEo%;duK>9G_ zO7xF@A8dAaD*k0%6+8gL=>e!4pQO+|XXS^<2M~1TemH+Xd*JsfyYPG@i=ta+rq B#N7Y@ From 56893f849c60fc5ffe56a985012cfdae5a8913b4 Mon Sep 17 00:00:00 2001 From: klakhov Date: Wed, 19 Apr 2023 11:05:07 +0300 Subject: [PATCH 023/257] added analytics page, empty quality page --- cvat-core/src/session.ts | 45 +++++---- .../components/actions-menu/actions-menu.tsx | 13 ++- cvat-ui/src/components/cvat-app.tsx | 2 + .../quality/empty-quality.tsx | 46 +++++++++ .../quality/task-quality-component.tsx | 28 ++++++ .../task-analytics-page/styles.scss | 22 +++++ .../task-analytics-page.tsx | 97 +++++++++++++++++++ cvat-ui/src/components/task-page/job-list.tsx | 6 +- cvat-ui/src/components/task-page/top-bar.tsx | 14 ++- .../src/components/tasks-page/task-item.tsx | 12 ++- .../containers/actions-menu/actions-menu.tsx | 5 +- 11 files changed, 259 insertions(+), 31 deletions(-) create mode 100644 cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx create mode 100644 cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx create mode 100644 cvat-ui/src/components/task-analytics-page/styles.scss create mode 100644 cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 91df825d6018..721fd0d46eb9 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -723,29 +723,28 @@ export class Task extends Session { if (Array.isArray(initialData.jobs)) { for (const job of initialData.jobs) { - if (job.type === JobType.NORMAL) { - const jobInstance = new Job({ - url: job.url, - id: job.id, - assignee: job.assignee, - state: job.state, - stage: job.stage, - start_frame: job.start_frame, - stop_frame: job.stop_frame, - - // following fields also returned when doing API request /jobs/ - // here we know them from task and append to constructor - task_id: data.id, - project_id: data.project_id, - labels: data.labels, - bug_tracker: data.bug_tracker, - mode: data.mode, - dimension: data.dimension, - data_compressed_chunk_type: data.data_compressed_chunk_type, - data_chunk_size: data.data_chunk_size, - }); - data.jobs.push(jobInstance); - } + const jobInstance = new Job({ + url: job.url, + id: job.id, + assignee: job.assignee, + state: job.state, + stage: job.stage, + type: job.type, + start_frame: job.start_frame, + stop_frame: job.stop_frame, + + // following fields also returned when doing API request /jobs/ + // here we know them from task and append to constructor + task_id: data.id, + project_id: data.project_id, + labels: data.labels, + bug_tracker: data.bug_tracker, + mode: data.mode, + dimension: data.dimension, + data_compressed_chunk_type: data.data_compressed_chunk_type, + data_chunk_size: data.data_chunk_size, + }); + data.jobs.push(jobInstance); } } diff --git a/cvat-ui/src/components/actions-menu/actions-menu.tsx b/cvat-ui/src/components/actions-menu/actions-menu.tsx index 0fe59c8d370e..62426c332684 100644 --- a/cvat-ui/src/components/actions-menu/actions-menu.tsx +++ b/cvat-ui/src/components/actions-menu/actions-menu.tsx @@ -35,6 +35,7 @@ export enum Actions { MOVE_TASK_TO_PROJECT = 'move_task_to_project', OPEN_BUG_TRACKER = 'open_bug_tracker', BACKUP_TASK = 'backup_task', + VIEW_ANALYTICS = 'view_analytics', } function ActionsMenuComponent(props: Props): JSX.Element { @@ -107,10 +108,18 @@ function ActionsMenuComponent(props: Props): JSX.Element { ), 40]); + menuItems.push([( + + View analytics + + ), 50]); + if (projectID === null) { menuItems.push([( Move to project - ), 50]); + ), 60]); } menuItems.push([( @@ -118,7 +127,7 @@ function ActionsMenuComponent(props: Props): JSX.Element { Delete - ), 60]); + ), 70]); menuItems.push( ...plugins.map(({ component: Component, weight }, index) => { diff --git a/cvat-ui/src/components/cvat-app.tsx b/cvat-ui/src/components/cvat-app.tsx index 711908c1c6ea..09f24160085d 100644 --- a/cvat-ui/src/components/cvat-app.tsx +++ b/cvat-ui/src/components/cvat-app.tsx @@ -74,6 +74,7 @@ import EmailVerificationSentPage from './email-confirmation-pages/email-verifica import IncorrectEmailConfirmationPage from './email-confirmation-pages/incorrect-email-confirmation'; import CreateModelPage from './create-model-page/create-model-page'; import CreateJobPage from './create-job-page/create-job-page'; +import TaskAnalyticsPage from './task-analytics-page/task-analytics-page'; interface CVATAppProps { loadFormats: () => void; @@ -461,6 +462,7 @@ class CVATApplication extends React.PureComponent + diff --git a/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx new file mode 100644 index 000000000000..3f47ae1897c5 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx @@ -0,0 +1,46 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; + +import React from 'react'; +import { Link } from 'react-router-dom'; +import Text from 'antd/lib/typography/Text'; +import Empty from 'antd/lib/empty'; +import { Col, Row } from 'antd/lib/grid'; + +interface Props { + taskId: number, +} + +function EmptyQualityComponent(props: Props): JSX.Element { + const { taskId } = props; + + return ( +

+ ); +} + +export default React.memo(EmptyQualityComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx new file mode 100644 index 000000000000..8f1d2054b259 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -0,0 +1,28 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; + +import React from 'react'; +import { Job, JobType, Task } from 'cvat-core-wrapper'; +import EmptyQuality from './empty-quality'; + +interface Props { + task: Task, +} + +function TaskQualityComponent(props: Props): JSX.Element { + const { task } = props; + + const hasGTJob = task.jobs.some((job: Job) => job.type === JobType.GROUND_TRUTH); + if (!hasGTJob) { + return (); + } + + return ( +
hello
+ ); +} + +export default React.memo(TaskQualityComponent); diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss new file mode 100644 index 000000000000..61715f66f6b3 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -0,0 +1,22 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +@import '../../base.scss'; + +.cvat-analytics-inner { + background: $background-color-1; + min-height: $grid-unit-size * 95; + padding: $grid-unit-size * 2; + + .ant-tabs { + height: 100%; + } +} + +.cvat-task-quality-page-empty { + display: flex; + justify-content: center; + align-items: center; + height: $grid-unit-size * 68; +} diff --git a/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx b/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx new file mode 100644 index 000000000000..5c49d1dca671 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx @@ -0,0 +1,97 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; + +import React, { useEffect, useState } from 'react'; +import { Row, Col } from 'antd/lib/grid'; +import Tabs from 'antd/lib/tabs'; +import { useHistory, useParams } from 'react-router'; +import Text from 'antd/lib/typography/Text'; +import Spin from 'antd/lib/spin'; +import Button from 'antd/lib/button'; +import { Task } from 'reducers'; +import { notification } from 'antd'; +import { getCore } from 'cvat-core-wrapper'; +import { LeftOutlined } from '@ant-design/icons/lib/icons'; +import TaskQualityComponent from './quality/task-quality-component'; + +const core = getCore(); + +function TaskAnalyticsPage(): JSX.Element { + const [fetchingTask, setFetchingTask] = useState(true); + const [taskInstance, setTaskInstance] = useState(null); + + const history = useHistory(); + + const id = +useParams<{ id: string }>().id; + useEffect((): void => { + if (Number.isInteger(id)) { + core.tasks.get({ id }) + .then(([task]: Task[]) => { + if (task) { + setTaskInstance(task); + } + }).catch((error: Error) => { + notification.error({ + message: 'Could not fetch requested task from the server', + description: error.toString(), + }); + }).finally(() => { + setFetchingTask(false); + }); + } else { + notification.error({ + message: 'Could not receive the requested task from the server', + description: `Requested task id "${id}" is not valid`, + }); + setFetchingTask(false); + } + }, []); + return ( +
+ { + fetchingTask ? ( +
+ +
+ ) : ( + + + + + + + + Quality + + )} + key='quality' + > + + + + + + ) + } +
+ ); +} + +export default React.memo(TaskAnalyticsPage); diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index 16fe1b43b38c..75b68b28c99a 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -15,7 +15,7 @@ import Text from 'antd/lib/typography/Text'; import moment from 'moment'; import copy from 'copy-to-clipboard'; -import { Task, Job } from 'cvat-core-wrapper'; +import { Task, Job, JobType } from 'cvat-core-wrapper'; import { JobStage } from 'reducers'; import CVATTooltip from 'components/common/cvat-tooltip'; import UserSelector, { User } from './user-selector'; @@ -89,7 +89,9 @@ function JobListComponent(props: Props): JSX.Element { } = props; const history = useHistory(); - const { jobs, id: taskId } = taskInstance; + const { id: taskId } = taskInstance; + let { jobs } = taskInstance; + jobs = jobs.filter((job: Job) => job.type === JobType.NORMAL); function sorter(path: string) { return (obj1: any, obj2: any): number => { diff --git a/cvat-ui/src/components/task-page/top-bar.tsx b/cvat-ui/src/components/task-page/top-bar.tsx index 01542d619033..6a365caf255b 100644 --- a/cvat-ui/src/components/task-page/top-bar.tsx +++ b/cvat-ui/src/components/task-page/top-bar.tsx @@ -2,7 +2,7 @@ // // SPDX-License-Identifier: MIT -import React from 'react'; +import React, { useCallback } from 'react'; import { useHistory } from 'react-router'; import { Row, Col } from 'antd/lib/grid'; import { LeftOutlined, MoreOutlined } from '@ant-design/icons'; @@ -21,6 +21,10 @@ export default function DetailsComponent(props: DetailsComponentProps): JSX.Elem const history = useHistory(); + const onViewAnalytics = useCallback(() => { + history.push(`/tasks/${taskInstance.id}/analytics`); + }, [history]); + return ( @@ -47,7 +51,13 @@ export default function DetailsComponent(props: DetailsComponentProps): JSX.Elem )} - }> + + )} + > + + ), + }, + { + title: 'Stage', + dataIndex: 'stage', + key: 'stage', + className: 'cvat-job-item-stage', + render: (jobInstance: any): JSX.Element => { + const { stage } = jobInstance; + + return ( +
+ {stage} +
+ ); + }, + sorter: sorter('stage.stage'), + filters: [ + { text: 'annotation', value: 'annotation' }, + { text: 'validation', value: 'validation' }, + { text: 'acceptance', value: 'acceptance' }, + ], + onFilter: (value: string | number | boolean, record: any) => record.stage.stage === value, + }, + { + title: 'Assignee', + dataIndex: 'assignee', + key: 'assignee', + className: 'cvat-job-item-assignee', + render: (jobInstance: any): JSX.Element => ( + {jobInstance?.assignee?.username} + ), + sorter: sorter('assignee.assignee.username'), + filters: collectUsers('assignee'), + onFilter: (value: string | number | boolean, record: any) => ( + record.assignee.assignee?.username || false + ) === value, + }, + { + title: 'Quality', + dataIndex: 'quality', + key: 'quality', + className: 'cvat-job-item-quality', + render: (jobInstance: Job): JSX.Element => ( + {jobsReports[jobInstance.id] ? jobsReports[jobInstance.id].summary.meanAccuracy : 0} + ), + }, + ]; + const data = jobs.reduce((acc: any[], job: any) => { + acc.push({ + key: job.id, + job: job.id, + stage: job, + assignee: job, + quality: job, + }); + + return acc; + }, []); + + return ( +
+ + + Jobs + + + + + + 'cvat-task-jobs-table-row'} + columns={columns} + dataSource={data} + size='small' + /> + + ); +} + +export default React.memo(JobListComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 5f7c48fd6a4d..4e7cae85c76f 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -11,14 +11,26 @@ import Statistic from 'antd/lib/statistic'; import Card from 'antd/lib/card'; import moment from 'moment'; import { getColor } from 'utils/quality-color'; +import { QualityReport, Task } from 'cvat-core-wrapper'; +import { useSelector } from 'react-redux'; +import { CombinedState } from 'reducers'; -function MeanQuality(): JSX.Element { +interface Props { + task: Task; +} + +function MeanQuality(props: Props): JSX.Element { + const { task } = props; const data = { lastUpdatedTime: moment().fromNow(), summary: { meanAccuracy: 85, }, }; + const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); + const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); + console.log(taskReport?.summary.meanAccuracy); + return ( diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index 558dd1cd9237..4d94d6c062b1 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -4,12 +4,16 @@ import '../styles.scss'; -import React from 'react'; +import React, { useEffect } from 'react'; import { Job, JobType, Task } from 'cvat-core-wrapper'; import { Row } from 'antd/lib/grid'; import JobItem from 'components/job-item/job-item'; +import { useDispatch, useSelector } from 'react-redux'; +import { getQualityReportsAsync } from 'actions/analytics-actions'; +import { CombinedState } from 'reducers'; import EmptyQuality from './empty-quality'; import MeanQuality from './mean-quality'; +import JobList from './job-list'; interface Props { task: Task, @@ -18,6 +22,12 @@ interface Props { function TaskQualityComponent(props: Props): JSX.Element { const { task, onJobUpdate } = props; + const dispatch = useDispatch(); + const query = useSelector((state: CombinedState) => state.analytics.quality.query); + + useEffect(() => { + dispatch(getQualityReportsAsync({ ...query, taskId: task.id })); + }, []); const gtJob = task.jobs.find((job: Job) => job.type === JobType.GROUND_TRUTH); if (!gtJob) { @@ -27,11 +37,14 @@ function TaskQualityComponent(props: Props): JSX.Element { return (
- + + + +
); } diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 7776b6b297a8..67ac7f25d066 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -36,3 +36,13 @@ bottom: 0; right: $grid-unit-size; } + +.cvat-analytics-page { + height: 100%; +} + +.cvat-analytics-wrapper { + overflow-y: auto; + height: 90%; + width: 100%; +} diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index 70cede3580a1..1a0c4b79d822 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -14,6 +14,7 @@ import { import { SerializedAttribute, SerializedLabel } from 'cvat-core/src/server-response-types'; import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; +import QualityReport from 'cvat-core/src/quality-report'; import { ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, JobStage, JobState, @@ -61,6 +62,7 @@ export { JobType, JobStage, JobState, + QualityReport, }; export type { diff --git a/cvat-ui/src/reducers/analytics-reducer.ts b/cvat-ui/src/reducers/analytics-reducer.ts new file mode 100644 index 000000000000..f0a0564de7fd --- /dev/null +++ b/cvat-ui/src/reducers/analytics-reducer.ts @@ -0,0 +1,55 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import { AnalyticsActions, AnalyticsActionsTypes } from 'actions/analytics-actions'; +import { AnalyticsState } from 'reducers'; + +const defaultState: AnalyticsState = { + fetching: false, + quality: { + tasksReports: [], + jobsReports: [], + query: { + taskId: null, + parentId: null, + }, + }, +}; + +export default function ( + state: AnalyticsState = defaultState, + action: AnalyticsActions, +): AnalyticsState { + switch (action.type) { + case AnalyticsActionsTypes.GET_QUALITY_REPORTS: { + return { + ...state, + fetching: true, + quality: { + ...state.quality, + query: { + ...action.payload.query, + }, + }, + }; + } + case AnalyticsActionsTypes.GET_QUALITY_REPORTS_SUCCESS: + return { + ...state, + fetching: false, + quality: { + ...state.quality, + tasksReports: action.payload.tasksReports, + jobsReports: action.payload.jobsReports, + }, + }; + case AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED: + return { + ...state, + fetching: false, + }; + default: + return state; + } +} diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index df2883fe6181..1276186c125a 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -6,7 +6,7 @@ import { Canvas3d } from 'cvat-canvas3d/src/typescript/canvas3d'; import { Canvas, RectDrawingMethod, CuboidDrawingMethod } from 'cvat-canvas-wrapper'; import { - Webhook, MLModel, ModelProvider, Organization, + Webhook, MLModel, ModelProvider, Organization, QualityReport, } from 'cvat-core-wrapper'; import { IntelligentScissors } from 'utils/opencv-wrapper/intelligent-scissors'; import { KeyMap } from 'utils/mousetrap-react'; @@ -889,6 +889,20 @@ export interface WebhooksState { query: WebhooksQuery; } +export interface QualityQuery { + taskId: number | null; + parentId: number | null; +} + +export interface AnalyticsState { + fetching: boolean; + quality: { + tasksReports: QualityReport[]; + jobsReports: QualityReport[]; + query: QualityQuery; + } +} + export interface CombinedState { auth: AuthState; projects: ProjectsState; @@ -910,6 +924,7 @@ export interface CombinedState { cloudStorages: CloudStoragesState; organizations: OrganizationState; webhooks: WebhooksState; + analytics: AnalyticsState; } export interface Indexable { diff --git a/cvat-ui/src/reducers/root-reducer.ts b/cvat-ui/src/reducers/root-reducer.ts index 1371015bbce4..16eb8d80014d 100644 --- a/cvat-ui/src/reducers/root-reducer.ts +++ b/cvat-ui/src/reducers/root-reducer.ts @@ -24,6 +24,7 @@ import importReducer from './import-reducer'; import cloudStoragesReducer from './cloud-storages-reducer'; import organizationsReducer from './organizations-reducer'; import webhooksReducer from './webhooks-reducer'; +import analyticsReducer from './analytics-reducer'; export default function createRootReducer(): Reducer { return combineReducers({ @@ -47,5 +48,6 @@ export default function createRootReducer(): Reducer { cloudStorages: cloudStoragesReducer, organizations: organizationsReducer, webhooks: webhooksReducer, + analytics: analyticsReducer, }); } From d1ccf0d408e8da4eeda41514b73c5fcc05a453e8 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 22 Apr 2023 00:05:50 +0300 Subject: [PATCH 032/257] Add test stubs --- tests/python/rest_api/test_quality_control.py | 56 +++++++++++++++++++ .../python/shared/assets/quality_reports.json | 6 ++ tests/python/shared/utils/dump_objects.py | 1 + 3 files changed, 63 insertions(+) create mode 100644 tests/python/rest_api/test_quality_control.py create mode 100644 tests/python/shared/assets/quality_reports.json diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py new file mode 100644 index 000000000000..9b1d3ec1fe5b --- /dev/null +++ b/tests/python/rest_api/test_quality_control.py @@ -0,0 +1,56 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +import json +from copy import deepcopy +from http import HTTPStatus +from typing import List + +import pytest +from cvat_sdk.api_client import models +from cvat_sdk.api_client.api_client import ApiClient, Endpoint +from cvat_sdk.core.helpers import get_paginated_collection +from deepdiff import DeepDiff + +from shared.utils.config import BASE_URL, USER_PASS, make_api_client + +from .utils import CollectionSimpleFilterTestBase, _test_create_task + + +class TestListQualityReports: + def _test_list_200(self, user, task_id, data, **kwargs): + with make_api_client(user) as api_client: + results = get_paginated_collection( + api_client.quality_reports_api.list_endpoint, + return_json=True, + task_id=task_id, + **kwargs, + ) + assert DeepDiff(data, results, ignore_order=True) == {} + + def test_can_list_quality_reports(self, admin_user, tasks, quality_reports): + task_id = next(t for t in tasks if t["quality_reports"]["count"] > 0)["id"] + reports = [r for r in quality_reports if r["target"] == "task" and r["task_id"] == task_id] + + self._test_list_200(admin_user, task_id, reports) + + # test the tree structure + # test filter values + + +class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): + @pytest.fixture(autouse=True) + def setup(self, restore_db_per_class, admin_user, quality_reports): + self.user = admin_user + self.samples = quality_reports + + def _get_endpoint(self, api_client: ApiClient) -> Endpoint: + return api_client.quality_reports_api.list_endpoint + + @pytest.mark.parametrize( + "field", + ("task_id", "job_id", "parent_id", "target"), + ) + def test_can_use_simple_filter_for_object_list(self, field): + return super().test_can_use_simple_filter_for_object_list(field) diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json new file mode 100644 index 000000000000..d2bde8862b45 --- /dev/null +++ b/tests/python/shared/assets/quality_reports.json @@ -0,0 +1,6 @@ +{ + "count": 0, + "next": null, + "previous": null, + "results": [] +} \ No newline at end of file diff --git a/tests/python/shared/utils/dump_objects.py b/tests/python/shared/utils/dump_objects.py index c4c4e5648aa9..819090251be1 100644 --- a/tests/python/shared/utils/dump_objects.py +++ b/tests/python/shared/utils/dump_objects.py @@ -22,6 +22,7 @@ "issue", "webhook", "label", + "quality_report", ]: response = get_method("admin1", f"{obj}s", page_size="all") with open(ASSETS_DIR / f"{obj}s.json", "w") as f: From 6e4a9900dc58f7f7909c84b3c3d7e6ec0b6e0095 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 22 Apr 2023 00:12:41 +0300 Subject: [PATCH 033/257] Add basic impl --- cvat/apps/engine/quality_control.py | 112 ++++++++++++++++++++++- cvat/apps/engine/serializers.py | 13 ++- cvat/apps/engine/signals.py | 9 ++ cvat/apps/iam/rules/quality_reports.rego | 32 +++++-- cvat/settings/base.py | 7 ++ supervisord/worker.quality_reports.conf | 32 +++++++ 6 files changed, 191 insertions(+), 14 deletions(-) create mode 100644 supervisord/worker.quality_reports.conf diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 2f0320c08811..af72e5884573 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -2,10 +2,13 @@ # # SPDX-License-Identifier: MIT +from datetime import datetime, timedelta from typing import Hashable, Iterator, List, Optional, Union from attrs import asdict, define import datumaro as dm +from django.conf import settings +import django_rq from django.db import transaction from cvat.apps.dataset_manager.task import JobAnnotation @@ -14,8 +17,8 @@ from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.profiler import silk_profile -from .models import (QualityReport, AnnotationConflict, - AnnotationConflictType, Job, MismatchingAnnotationKind) +from .models import (JobType, QualityReport, AnnotationConflict, + AnnotationConflictType, Job, MismatchingAnnotationKind, Task) @define(kw_only=True) @@ -344,3 +347,108 @@ def find_gt_conflicts( gt_job_last_updated=gt_job.updated_date, ) return _save_report_to_db(report, conflicts) + + +class QueueJobManager: + TASK_QUALITY_CHECK_JOB_DELAY = timedelta(hours=1) + _QUEUE_JOB_PREFIX = "update-quality-stats-task-" + + def _get_scheduler(self): + return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) + + def _make_initial_queue_job_id(self, task: Task) -> str: + return f'{self._QUEUE_JOB_PREFIX}{task.id}-initial' + + def _make_regular_queue_job_id(self, task: Task, start_time: datetime) -> str: + return f'{self._QUEUE_JOB_PREFIX}{task.id}-{start_time.timestamp()}' + + def _get_last_report_time(self, task: Task) -> Optional[datetime]: + report = QualityReport.objects.filter(task=task).order_by('-created_date').first() + if report: + return report.created_date + return None + + def schedule_quality_check_job(self, task: Task): + # This function schedules a report computing job in the queue + # The queue work algorithm is lock-free. It has and should keep the following properties: + # - job names are stable between potential writers + # - if multiple simultaneous writes can happen, the objects written must be the same + # - once a job is created, it can only be updated by the scheduler and the handling worker + + if not task.gt_job: + # Nothing to compute + return + + last_update_time = self._get_last_report_time(task) + if last_update_time is None: + # Report has never been computed + queue_job_id = self._make_initial_queue_job_id(task) + elif ( + next_update_time := last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY + ) <= task.updated_date: + queue_job_id = self._make_regular_queue_job_id(task, next_update_time) + else: + queue_job_id = None + + scheduler = self._get_scheduler() + if queue_job_id not in scheduler: + scheduler.enqueue_at( + task.updated_date + self.TASK_QUALITY_CHECK_JOB_DELAY, + self._update_task_quality_metrics_callback, + kwargs=dict(task_id=task.id), + job_id=queue_job_id, + ) + + @classmethod + def _update_task_quality_metrics_callback(cls, task_id: int): + with transaction.atomic(): + # The task could have been deleted during scheduling + try: + task = Task.objects.prefetch_related('segment__job').get(id=task_id) + except Task.DoesNotExist: + return + + # The GT job could have been removed during scheduling + if not task.gt_job: + return + + # TODO: Decide if all the task and job metrics must be updated here + # Probably, need to have this: + # task updated (the gt job, frame set or labels changed) -> everything is computed + # job updated -> job report is computed + + # Preload all the data for computations + gt_job = task.gt_job + gt_job_data_provider = _JobDataProvider(gt_job) + + jobs = task.segment_set.job_set.filter(type=JobType.NORMAL).all() + job_data_providers = { job.id: _JobDataProvider(job) for job in jobs } + + job_reports = {} + for job in jobs: + job_data_provider = job_data_providers[job.id] + comparator = DatasetComparator(job_data_provider, gt_job_data_provider) + conflicts = comparator.find_gt_conflicts() + report = QualityReport( + job=job, + job_last_updated=job.updated_date, + gt_job_last_updated=gt_job.updated_date, + ) + job_reports[job.id] = (report, conflicts) + + # TODO: is it a separate report (the task dataset can be different from any jobs' dataset + # because of frame overlaps) or a combined summary report? + task_report = QualityReport() + task_conflicts = [AnnotationConflict()] + + with transaction.atomic(): + # The task could have been deleted + try: + Task.objects.get(id=task_id) + except Task.DoesNotExist: + return + + for job_report, job_conflicts in job_reports.values(): + _save_report_to_db(job_report, job_conflicts) + + _save_report_to_db(task_report, task_conflicts) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 753fbc38cf5b..be1c2b701120 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1940,6 +1940,15 @@ class Meta: read_only_fields = fields def to_representation(self, instance): - instance.summary = instance.data["intersection_results"] - instance.parameters = instance.data["parameters"] + instance.summary = dict( + frame_count=0, + frame_share_percent=0, + conflicts_count=0, + valid_count=0, + ds_count=0, + gt_count=0, + ) + instance.parameters = dict( + iou_threshold=0 + ) return super().to_representation(instance) diff --git a/cvat/apps/engine/signals.py b/cvat/apps/engine/signals.py index b3d3693bc6ee..d803999d3634 100644 --- a/cvat/apps/engine/signals.py +++ b/cvat/apps/engine/signals.py @@ -10,6 +10,9 @@ from .models import (CloudStorage, Data, Job, Profile, Project, StatusChoice, Task) +from cvat.apps.engine import quality_control as qc + + # TODO: need to log any problems reported by shutil.rmtree when the new # analytics feature is available. Now the log system can write information # into a file inside removed directory. @@ -33,6 +36,12 @@ def __save_job_handler(instance, created, **kwargs): db_task.status = status db_task.save() +@receiver(post_save, sender=Job, + dispatch_uid=__name__ + ".save_job_handler-update_quality_stats") +def __save_job_handler__update_quality_metrics(instance, created, **kwargs): + qc.QueueJobManager().schedule_quality_check_job(instance.segment.task) + + @receiver(post_save, sender=User, dispatch_uid=__name__ + ".save_user_handler") def __save_user_handler(instance, **kwargs): diff --git a/cvat/apps/iam/rules/quality_reports.rego b/cvat/apps/iam/rules/quality_reports.rego index 3c18b02cca3a..16a7abe9a54c 100644 --- a/cvat/apps/iam/rules/quality_reports.rego +++ b/cvat/apps/iam/rules/quality_reports.rego @@ -1,4 +1,4 @@ -package labels +package quality_reports import future.keywords.if import future.keywords.in @@ -66,17 +66,23 @@ filter = [] { # Django Q object to filter list of entries utils.is_organization org := input.auth.organization qobject := [ + {"job__segment__task__organization": org.id}, + {"job__segment__task__project__organization": org.id}, "|", {"task__organization": org.id}, - {"project__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", ] } else = qobject { utils.is_sandbox user := input.auth.user qobject := [ - {"task__owner_id": user.id}, + {"job__segment__task__owner_id": user.id}, + {"job__segment__task__assignee_id": user.id}, "|", + {"job__segment__task__project__owner_id": user.id}, "|", + {"job__segment__task__project__assignee_id": user.id}, "|", + {"task__owner_id": user.id}, "|", {"task__assignee_id": user.id}, "|", - {"project__owner_id": user.id}, "|", - {"project__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", ] } else = qobject { utils.is_organization @@ -84,16 +90,22 @@ filter = [] { # Django Q object to filter list of entries organizations.has_perm(organizations.MAINTAINER) org := input.auth.organization qobject := [ - {"task__organization": org.id}, - {"project__organization": org.id}, "|", + {"job__segment__task__organization": org.id}, + {"job__segment__task__project__organization": org.id}, "|", + {"task__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", ] } else = qobject { organizations.has_perm(organizations.WORKER) user := input.auth.user qobject := [ - {"task__owner_id": user.id}, + {"job__segment__task__owner_id": user.id}, + {"job__segment__task__assignee_id": user.id}, "|", + {"job__segment__task__project__owner_id": user.id}, "|", + {"job__segment__task__project__assignee_id": user.id}, "|", + {"task__owner_id": user.id}, "|", {"task__assignee_id": user.id}, "|", - {"project__owner_id": user.id}, "|", - {"project__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", ] } diff --git a/cvat/settings/base.py b/cvat/settings/base.py index cf420e94c806..87eb6533c6c6 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -294,6 +294,7 @@ class CVAT_QUEUES(Enum): AUTO_ANNOTATION = 'annotation' WEBHOOKS = 'webhooks' NOTIFICATIONS = 'notifications' + QUALITY_REPORTS = 'quality_reports' RQ_QUEUES = { CVAT_QUEUES.IMPORT_DATA.value: { @@ -326,6 +327,12 @@ class CVAT_QUEUES(Enum): 'DB': 0, 'DEFAULT_TIMEOUT': '1h' }, + CVAT_QUEUES.QUALITY_REPORTS.value: { + 'HOST': 'localhost', + 'PORT': 6379, + 'DB': 0, + 'DEFAULT_TIMEOUT': '15m', + }, } NUCLIO = { diff --git a/supervisord/worker.quality_reports.conf b/supervisord/worker.quality_reports.conf new file mode 100644 index 000000000000..c7ec68fc7437 --- /dev/null +++ b/supervisord/worker.quality_reports.conf @@ -0,0 +1,32 @@ +[unix_http_server] +file = /tmp/supervisord/supervisor.sock + +[supervisorctl] +serverurl = unix:///tmp/supervisord/supervisor.sock + + +[rpcinterface:supervisor] +supervisor.rpcinterface_factory = supervisor.rpcinterface:make_main_rpcinterface + +[supervisord] +nodaemon=true +logfile=%(ENV_HOME)s/logs/supervisord.log ; supervisord log file +logfile_maxbytes=50MB ; maximum size of logfile before rotation +logfile_backups=10 ; number of backed up logfiles +loglevel=debug ; info, debug, warn, trace +pidfile=/tmp/supervisord/supervisord.pid ; pidfile location +childlogdir=%(ENV_HOME)s/logs/ ; where child log files will live + +[program:ssh-agent] +command=bash -c "rm /tmp/ssh-agent.sock -f && /usr/bin/ssh-agent -d -a /tmp/ssh-agent.sock" +priority=1 +autorestart=true + +[program:rqworker_quality_reports] +command=%(ENV_HOME)s/wait-for-it.sh %(ENV_CVAT_REDIS_HOST)s:6379 -t 0 -- bash -ic " \ + exec python3 %(ENV_HOME)s/manage.py rqworker -v 3 export \ + --worker-class cvat.rqworker.DefaultWorker \ + " +environment=SSH_AUTH_SOCK="/tmp/ssh-agent.sock",VECTOR_EVENT_HANDLER="SynchronousLogstashHandler" +numprocs=%(ENV_NUMPROCS)s +process_name=rqworker_quality_reports_%(process_num)s From d556e43ce727450109bb799b545118699c720fb1 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 22 Apr 2023 17:55:00 +0300 Subject: [PATCH 034/257] Add draft implementation for quality reports computations --- compare_datasets.py | 66 +- cvat/apps/dataset_manager/bindings.py | 9 +- .../migrations/0071_job_created_date.py | 7 +- .../migrations/0072_auto_20230422_1013.py | 35 + cvat/apps/engine/quality_control.py | 456 +++++- cvat/apps/engine/signals.py | 20 +- cvat/apps/engine/views.py | 6 +- cvat/settings/base.py | 2 +- supervisord/utils.conf | 2 +- supervisord/worker.quality_reports.conf | 2 +- tests/python/shared/assets/cvat_db/data.json | 1430 +++++++++++++++++ .../python/shared/assets/quality_reports.json | 45 +- 12 files changed, 1967 insertions(+), 113 deletions(-) create mode 100644 cvat/apps/engine/migrations/0072_auto_20230422_1013.py diff --git a/compare_datasets.py b/compare_datasets.py index 88d7fc34e263..1adc6e700f58 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -15,12 +15,7 @@ import datumaro as dm import numpy as np from attrs import asdict, define -from datumaro.components.annotation import (AnnotationType, Bbox, Label, - LabelCategories, Points, Polygon, - PolyLine, Skeleton) -from datumaro.components.dataset import DatasetItem -from datumaro.components.extractor import (DEFAULT_SUBSET_NAME, Extractor, - Importer) +from datumaro.components.extractor import DEFAULT_SUBSET_NAME from datumaro.util.image import Image from defusedxml import ElementTree from scipy.stats import gmean @@ -34,7 +29,7 @@ class CvatPath: BUILTIN_ATTRS = {"occluded", "outside", "keyframe", "track_id"} -class CvatExtractor(Extractor): +class CvatExtractor(dm.Extractor): _SUPPORTED_SHAPES = ("box", "polygon", "polyline", "points", "skeleton") def __init__(self, path, subsets=None): @@ -96,7 +91,7 @@ def parse_image_dir(image_dir, subset): for file in sorted(glob(image_dir), key=osp.basename): name, ext = osp.splitext(osp.basename(file)) if ext.lower() in CvatPath.MEDIA_EXTS: - items[(subset, name)] = DatasetItem( + items[(subset, name)] = dm.DatasetItem( id=name, annotations=[], image=Image(path=file), @@ -252,14 +247,14 @@ def _parse(cls, path): shape_element["points"].extend(map(float, pair.split(","))) if el.tag == "points" and el.attrib.get("occluded") == "1": - shape_element["visibility"] = [Points.Visibility.hidden] * ( + shape_element["visibility"] = [dm.Points.Visibility.hidden] * ( len(shape_element["points"]) // 2 ) else: shape_element["occluded"] = el.attrib.get("occluded") == "1" if el.tag == "points" and el.attrib.get("outside") == "1": - shape_element["visibility"] = [Points.Visibility.absent] * ( + shape_element["visibility"] = [dm.Points.Visibility.absent] * ( len(shape_element["points"]) // 2 ) else: @@ -503,7 +498,7 @@ def consumed(expected_state, tag): common_attrs.append("outside") common_attrs.append("track_id") - label_cat = LabelCategories(attributes=common_attrs) + label_cat = dm.LabelCategories(attributes=common_attrs) attribute_types = {} for label, params in labels.items(): attrs = {v["name"]: v for v in params["attributes"]} @@ -517,7 +512,7 @@ def consumed(expected_state, tag): for attr_name, attr_params in attrs.items(): attribute_types[attr_name] = attr_params["input_type"] - categories[AnnotationType.label] = label_cat + categories[dm.AnnotationType.label] = label_cat return categories, tasks_info, attribute_types @classmethod @@ -526,7 +521,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): ann_type = ann["type"] attributes = ann.get("attributes") or {} - if "occluded" in categories[AnnotationType.label].attributes: + if "occluded" in categories[dm.AnnotationType.label].attributes: attributes["occluded"] = ann.get("occluded", False) if "outside" in ann: attributes["outside"] = ann["outside"] @@ -540,7 +535,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): group = ann.get("group") label = ann.get("label") - label_id = categories[AnnotationType.label].find( + label_id = categories[dm.AnnotationType.label].find( label, parent=parent_label or "" )[0] if label_id is None: @@ -553,7 +548,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): points = ann.get("points", []) if ann_type == "polyline": - return PolyLine( + return dm.PolyLine( points, label=label_id, z_order=z_order, @@ -563,7 +558,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): ) elif ann_type == "polygon": - return Polygon( + return dm.Polygon( points, label=label_id, z_order=z_order, @@ -574,7 +569,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): elif ann_type == "points": visibility = ann.get("visibility", None) - return Points( + return dm.Points( points, visibility, label=label_id, @@ -587,7 +582,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): elif ann_type == "box": x, y = points[0], points[1] w, h = points[2] - x, points[3] - y - return Bbox( + return dm.Bbox( x, y, w, @@ -608,7 +603,7 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): ) ) - return Skeleton( + return dm.Skeleton( elements, label=label_id, z_order=z_order, @@ -623,10 +618,10 @@ def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): @classmethod def _parse_tag_ann(cls, ann, categories): label = ann.get("label") - label_id = categories[AnnotationType.label].find(label)[0] + label_id = categories[dm.AnnotationType.label].find(label)[0] group = ann.get("group") attributes = ann.get("attributes") - return Label(label_id, attributes=attributes, group=group) + return dm.Label(label_id, attributes=attributes, group=group) def _load_items(self, parsed, image_items): for (subset, frame_id), item_desc in parsed.items(): @@ -641,7 +636,7 @@ def _load_items(self, parsed, image_items): image = Image(path=image, size=tuple(map(int, image_size))) di = image_items.get( (subset, osp.splitext(name)[0]), - DatasetItem( + dm.DatasetItem( id=name, annotations=[], ), @@ -658,7 +653,7 @@ def _load_items(self, parsed, image_items): dm_env.extractors.register("cvat", CvatExtractor) -class CvatImporter(Importer): +class CvatImporter(dm.Importer): @classmethod def find_sources(cls, path): return cls._find_sources_recursive(path, ".xml", "cvat") @@ -840,32 +835,37 @@ def _match_segments(self, t, item_a, item_b, *, return returned_values def match_boxes(self, item_a, item_b): - return self._match_segments(AnnotationType.bbox, item_a, item_b) + return self._match_segments(dm.AnnotationType.bbox, item_a, item_b) def match_polygons(self, item_a, item_b): - return self._match_segments(AnnotationType.polygon, item_a, item_b) + return self._match_segments(dm.AnnotationType.polygon, item_a, item_b) def match_masks(self, item_a, item_b): - return self._match_segments(AnnotationType.mask, item_a, item_b) + return self._match_segments(dm.AnnotationType.mask, item_a, item_b) def match_lines(self, item_a, item_b): matcher = dm.ops.LineMatcher() - return self._match_segments(AnnotationType.polyline, item_a, item_b, + return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, distance=matcher.distance) def match_points(self, item_a, item_b): - a_points = self._get_ann_type(AnnotationType.points, item_a) - b_points = self._get_ann_type(AnnotationType.points, item_b) + a_points = self._get_ann_type(dm.AnnotationType.points, item_a) + b_points = self._get_ann_type(dm.AnnotationType.points, item_b) if not a_points and not b_points: return [], [], [], [] instance_map = {} for s in [item_a.annotations, item_b.annotations]: s_instances = dm.ops.find_instances(s) - for inst in s_instances: - inst_bbox = dm.ops.max_bbox(inst) - for ann in inst: - instance_map[id(ann)] = [inst, inst_bbox] + for instance_group in s_instances: + instance_bbox = dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_group + if hasattr(a, 'get_bbox') + ) + + for ann in instance_group: + instance_map[id(ann)] = [instance_group, instance_bbox] matcher = _PointsMatcher(instance_map=instance_map) distance = matcher.distance diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 5a7d6013c42e..0524b09ed561 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -1609,6 +1609,8 @@ def _convert_shape(self, dm_points = shape.points + anno = None + if shape.type == ShapeType.POINTS: anno = dm.Points(dm_points, label=dm_label, attributes=dm_attr, group=dm_group, @@ -1682,7 +1684,12 @@ def _convert_shape(self, else: raise Exception("Unknown shape type '%s'" % shape.type) - return [anno] + results = [] + + if anno: + results.append(anno) + + return results def _convert_shapes(self, shapes: List[CommonData.LabeledShape]) -> Iterable[dm.Annotation]: dm_anno = [] diff --git a/cvat/apps/engine/migrations/0071_job_created_date.py b/cvat/apps/engine/migrations/0071_job_created_date.py index 08ead72411eb..8e0742143c4d 100644 --- a/cvat/apps/engine/migrations/0071_job_created_date.py +++ b/cvat/apps/engine/migrations/0071_job_created_date.py @@ -28,5 +28,10 @@ class Migration(migrations.Migration): field=models.DateTimeField(auto_now_add=True, default=timezone.now, null=True), preserve_default=False, ), - migrations.RunPython(add_created_date_to_existing_jobs) + migrations.RunPython(add_created_date_to_existing_jobs), + migrations.AlterField( + model_name='job', + name='created_date', + field=models.DateTimeField(auto_now_add=True), + ), ] diff --git a/cvat/apps/engine/migrations/0072_auto_20230422_1013.py b/cvat/apps/engine/migrations/0072_auto_20230422_1013.py new file mode 100644 index 000000000000..988775ed609b --- /dev/null +++ b/cvat/apps/engine/migrations/0072_auto_20230422_1013.py @@ -0,0 +1,35 @@ +# Generated by Django 3.2.18 on 2023-04-22 10:13 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0071_job_created_date'), + ] + + operations = [ + migrations.CreateModel( + name='QualityReport', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('created_date', models.DateTimeField(auto_now_add=True)), + ('target_last_updated', models.DateTimeField()), + ('gt_last_updated', models.DateTimeField()), + ('data', models.JSONField()), + ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.job')), + ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='engine.qualityreport')), + ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), + ], + ), + migrations.AlterField( + model_name='annotationconflict', + name='report', + field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='engine.qualityreport'), + ), + migrations.DeleteModel( + name='AnnotationConflictsReport', + ), + ] diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index af72e5884573..fc21a8661c17 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -3,13 +3,15 @@ # SPDX-License-Identifier: MIT from datetime import datetime, timedelta -from typing import Hashable, Iterator, List, Optional, Union +import itertools +from typing import Callable, Hashable, Iterator, List, Optional, Union, cast from attrs import asdict, define import datumaro as dm from django.conf import settings import django_rq from django.db import transaction +import numpy as np from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, @@ -32,7 +34,7 @@ def to_dict(self) -> dict: return asdict(self) -class _JobDataProvider: +class JobDataProvider: @transaction.atomic def __init__(self, job_id: int) -> None: self.job_id = job_id @@ -119,11 +121,324 @@ def _save_report_to_db( return report +def OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): + """ + Object Keypoint Similarity metric. + https://cocodataset.org/#keypoints-eval + """ + + p1 = np.array(a.points).reshape((-1, 2)) + p2 = np.array(b.points).reshape((-1, 2)) + if len(p1) != len(p2): + return 0 + + if visibility is None: + visibility = np.ones(len(p1)) + else: + visibility = np.asarray(visibility, dtype=float) + + if not sigma: + sigma = 0.1 + else: + assert len(sigma) == len(p1) + + if not scale: + if bbox is None: + bbox = dm.ops.mean_bbox([a, b]) + scale = bbox[2] * bbox[3] + + dists = np.linalg.norm(p1 - p2, axis=1) + return np.sum( + visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2)) + ) / np.sum(visibility) + + +@define(kw_only=True) +class _PointsMatcher(dm.ops.PointsMatcher): + def distance(self, a, b): + a_bbox = self.instance_map[id(a)][1] + b_bbox = self.instance_map[id(b)][1] + if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: + return 0 + bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) + return OKS( + a, + b, + sigma=self.sigma, + bbox=bbox, + visibility=[v == dm.Points.Visibility.visible for v in a.visibility], + ) + + class _DistanceComparator(dm.ops.DistanceComparator): + def __init__( + self, + categories: dm.CategoriesInfo, + *, + included_ann_types: Optional[List[dm.AnnotationType]] = None, + return_distances: bool = False, + **kwargs, + ): + super().__init__(**kwargs) + self.categories = categories + self._skeleton_info = {} + self.included_ann_types = included_ann_types + self.return_distances = return_distances + + def _match_ann_type(self, t, *args): + if t not in self.included_ann_types: + return None + + # pylint: disable=no-value-for-parameter + if t == dm.AnnotationType.label: + return self.match_labels(*args) + elif t == dm.AnnotationType.bbox: + return self.match_boxes(*args) + elif t == dm.AnnotationType.polygon: + return self.match_polygons(*args) + elif t == dm.AnnotationType.mask: + return self.match_masks(*args) + elif t == dm.AnnotationType.points: + return self.match_points(*args) + elif t == dm.AnnotationType.skeleton: + return self.match_skeletons(*args) + elif t == dm.AnnotationType.polyline: + return self.match_lines(*args) + # pylint: enable=no-value-for-parameter + else: + return None + + def _match_segments(self, t, item_a, item_b, *, + distance: Callable = dm.ops.segment_iou + ): + a_objs = self._get_ann_type(t, item_a) + b_objs = self._get_ann_type(t, item_b) + if not a_objs and not b_objs: + return [], [], [], [] + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + + returned_values = dm.ops.match_segments(a_objs, b_objs, + distance=distance, dist_thresh=self.iou_threshold) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + + def match_boxes(self, item_a, item_b): + return self._match_segments(dm.AnnotationType.bbox, item_a, item_b) + + def match_polygons(self, item_a, item_b): + return self._match_segments(dm.AnnotationType.polygon, item_a, item_b) + + def match_masks(self, item_a, item_b): + return self._match_segments(dm.AnnotationType.mask, item_a, item_b) + + def match_lines(self, item_a, item_b): + matcher = dm.ops.LineMatcher() + return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, + distance=matcher.distance) + + def match_points(self, item_a, item_b): + a_points = self._get_ann_type(dm.AnnotationType.points, item_a) + b_points = self._get_ann_type(dm.AnnotationType.points, item_b) + if not a_points and not b_points: + return [], [], [], [] + + instance_map = {} + for s in [item_a.annotations, item_b.annotations]: + s_instances = dm.ops.find_instances(s) + for instance_group in s_instances: + instance_bbox = dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_group + if hasattr(a, 'get_bbox') + ) + + for ann in instance_group: + instance_map[id(ann)] = [instance_group, instance_bbox] + matcher = _PointsMatcher(instance_map=instance_map) + + distance = matcher.distance + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + + returned_values = dm.ops.match_segments( + a_points, + b_points, + dist_thresh=self.iou_threshold, + distance=distance, + ) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + + def _get_skeleton_info(self, skeleton_label_id: int): + label_cat = cast(dm.LabelCategories, self.categories[dm.AnnotationType.label]) + skeleton_info = self._skeleton_info.get(skeleton_label_id) + + if skeleton_info is None: + skeleton_label_name = label_cat[skeleton_label_id].name + + # Build a sorted list of sublabels to arrange skeleton points during comparison + skeleton_info = sorted( + idx + for idx, label in enumerate(label_cat) + if label.parent == skeleton_label_name + ) + self._skeleton_info[skeleton_label_id] = skeleton_info + + return skeleton_info + + def match_skeletons(self, item_a, item_b): + a_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_a) + b_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_b) + if not a_skeletons and not b_skeletons: + return [], [], [], [] + + # Convert skeletons to point lists for comparison + # This is required to compute correct per-instance distance + # It is assumed that labels are the same in the datasets + skeleton_infos = {} + points_map = {} + skeleton_map = {} + a_points = [] + b_points = [] + for source, source_points in [(a_skeletons, a_points), (b_skeletons, b_points)]: + for skeleton in source: + skeleton_info = skeleton_infos.setdefault( + skeleton.label, self._get_skeleton_info(skeleton.label) + ) + + # Merge skeleton points into a single list + # The list is ordered by skeleton_info + skeleton_points = [ + next((p for p in skeleton.elements if p.label == sublabel), None) + for sublabel in skeleton_info + ] + + # Build a single Points object for further comparisons + merged_points = dm.Points( + points=list( + itertools.chain.from_iterable( + p.points if p else [0, 0] for p in skeleton_points + ) + ), + visibility=list( + itertools.chain.from_iterable( + p.visibility if p else [dm.Points.Visibility.absent] + for p in skeleton_points + ) + ), + label=skeleton.label + # no per-point attributes currently in CVAT + ) + + points_map[id(merged_points)] = skeleton + skeleton_map[id(skeleton)] = merged_points + source_points.append(merged_points) + + instance_map = {} + for source in [item_a.annotations, item_b.annotations]: + for instance_group in dm.ops.find_instances(source): + instance_bbox = dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_group + if hasattr(a, 'get_bbox') + ) + + instance_group = [ + skeleton_map[id(a)] if isinstance(a, dm.Skeleton) else a + for a in instance_group + ] + for ann in instance_group: + instance_map[id(ann)] = [instance_group, instance_bbox] + + matcher = _PointsMatcher(instance_map=instance_map) + + distance = matcher.distance + + if self.return_distances: + distance, distances = self._make_memoizing_distance(distance) + + matched, mismatched, a_extra, b_extra = dm.ops.match_segments( + a_points, + b_points, + dist_thresh=self.iou_threshold, + distance=distance, + ) + + matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] + mismatched = [ + (points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched + ] + a_extra = [points_map[id(p_a)] for p_a in a_extra] + b_extra = [points_map[id(p_b)] for p_b in b_extra] + + # Map points back to skeletons + if self.return_distances: + for (p_a_id, p_b_id) in list(distances.keys()): + dist = distances.pop((p_a_id, p_b_id)) + distances[( + id(points_map[p_a_id]), + id(points_map[p_b_id]) + )] = dist + + returned_values = (matched, mismatched, a_extra, b_extra) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + + @classmethod + def _make_memoizing_distance(cls, distance_function): + distances = {} + notfound = object() + + def memoizing_distance(a, b): + key = (id(a), id(b)) + dist = distances.get(key, notfound) + + if dist is notfound: + dist = distance_function(a, b) + distances[key] = dist + + return dist + + return memoizing_distance, distances + +class _Comparator: + def __init__(self, categories: dm.CategoriesInfo): + self.ignored_attrs = [ + "track_id", # changes from task to task, can't be defined manually with the same name + "keyframe", # indicates the way annotation obtained, meaningless to compare + "z_order", # TODO: compare relative or 'visible' z_order + "group", # TODO: changes from task to task. But must be compared for existence + ] + self.included_ann_types = [ + dm.AnnotationType.bbox, + dm.AnnotationType.mask, + dm.AnnotationType.points, + dm.AnnotationType.polygon, + dm.AnnotationType.polyline, + dm.AnnotationType.skeleton, + ] + self._annotation_comparator = _DistanceComparator( + categories, included_ann_types=self.included_ann_types, return_distances=False, + ) + def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): a_attrs = ann_a.attributes b_attrs = ann_b.attributes + keys_to_match = (a_attrs.keys() | b_attrs.keys()).difference(self.ignored_attrs) + matches = [] mismatches = [] a_extra = [] @@ -131,7 +446,7 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): notfound = object() - for k in a_attrs.keys() | b_attrs.keys(): + for k in keys_to_match: a_attr = a_attrs.get(k, notfound) b_attr = b_attrs.get(k, notfound) @@ -147,46 +462,22 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): return matches, mismatches, a_extra, b_extra def match_annotations(self, item_a, item_b): - return {t: self._match_ann_type(t, item_a, item_b) for t in dm.AnnotationType} - - def _match_ann_type(self, t, *args): - # pylint: disable=no-value-for-parameter - if t == dm.AnnotationType.label: - return self.match_labels(*args) - elif t == dm.AnnotationType.bbox: - return self.match_boxes(*args) - elif t == dm.AnnotationType.polygon: - return self.match_polygons(*args) - elif t == dm.AnnotationType.mask: - return self.match_masks(*args) - elif t == dm.AnnotationType.points: - # TODO: test and fix point comparison - a_points = self._get_ann_type(dm.AnnotationType.points, args[0]) - b_points = self._get_ann_type(dm.AnnotationType.points, args[1]) - if not a_points and not b_points: - return [], [], [], [] - return self.match_points(*args) - elif t == dm.AnnotationType.polyline: - return self.match_lines(*args) - # pylint: enable=no-value-for-parameter - else: - return None + return self._annotation_comparator.match_annotations(item_a, item_b) class DatasetComparator: def __init__(self, - this_job_data_provider: _JobDataProvider, - gt_job_data_provider: _JobDataProvider + this_job_data_provider: JobDataProvider, + gt_job_data_provider: JobDataProvider ) -> None: self._this_job_data_provider = this_job_data_provider self._gt_job_data_provider = gt_job_data_provider - self._comparator = _DistanceComparator() + self._this_job_dataset = self._this_job_data_provider.dm_dataset + self._gt_job_dataset = self._gt_job_data_provider.dm_dataset + self._comparator = _Comparator(self._gt_job_dataset.categories()) def _iterate_datasets(self) -> Iterator: - this_job_dataset = self._this_job_data_provider.dm_dataset - gt_job_dataset = self._gt_job_data_provider.dm_dataset - - for gt_item in gt_job_dataset: - this_item = this_job_dataset.get(gt_item.id) + for gt_item in self._gt_job_dataset: + this_item = self._this_job_dataset.get(gt_item.id) if not this_item: continue # we need to compare only intersecting frames @@ -328,12 +619,37 @@ def _generate_frame_annotation_conflicts( return conflicts +def _create_report(this_job: Job, gt_job: Job, conflicts: List[AnnotationConflict]): + report = QualityReport( + job=this_job, + target_last_updated=this_job.updated_date, + gt_last_updated=gt_job.updated_date, + + # TODO: refactor, add real data + data=dict( + parameters=dict(), + + intersection_results=dict( + frame_count=0, + frame_share_percent=0, + frames=[], + + error_count=len(conflicts), + mean_error_count=0, + mean_accuracy=0, + ) + ) + ) + + return report + + @silk_profile() def find_gt_conflicts( this_job: Job, gt_job: Job, *, frame_id: Optional[int] = None ) -> QualityReport: - this_job_data_provider = _JobDataProvider(this_job.pk) - gt_job_data_provider = _JobDataProvider(gt_job.pk) + this_job_data_provider = JobDataProvider(this_job.pk) + gt_job_data_provider = JobDataProvider(gt_job.pk) comparator = DatasetComparator(this_job_data_provider, gt_job_data_provider) if frame_id is not None: @@ -341,17 +657,13 @@ def find_gt_conflicts( else: conflicts = comparator.find_gt_conflicts() - report = QualityReport( - job=this_job, - job_last_updated=this_job.updated_date, - gt_job_last_updated=gt_job.updated_date, - ) + report = _create_report(this_job, gt_job, conflicts) return _save_report_to_db(report, conflicts) class QueueJobManager: - TASK_QUALITY_CHECK_JOB_DELAY = timedelta(hours=1) - _QUEUE_JOB_PREFIX = "update-quality-stats-task-" + TASK_QUALITY_CHECK_JOB_DELAY = timedelta(seconds=5) # TODO: 1h + _QUEUE_JOB_PREFIX = "update-quality-metrics-task-" def _get_scheduler(self): return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) @@ -395,16 +707,16 @@ def schedule_quality_check_job(self, task: Task): scheduler.enqueue_at( task.updated_date + self.TASK_QUALITY_CHECK_JOB_DELAY, self._update_task_quality_metrics_callback, - kwargs=dict(task_id=task.id), + task_id=task.id, job_id=queue_job_id, ) @classmethod - def _update_task_quality_metrics_callback(cls, task_id: int): + def _update_task_quality_metrics_callback(cls, *, task_id: int): with transaction.atomic(): # The task could have been deleted during scheduling try: - task = Task.objects.prefetch_related('segment__job').get(id=task_id) + task = Task.objects.prefetch_related('segment_set__job_set').get(id=task_id) except Task.DoesNotExist: return @@ -412,37 +724,55 @@ def _update_task_quality_metrics_callback(cls, task_id: int): if not task.gt_job: return - # TODO: Decide if all the task and job metrics must be updated here - # Probably, need to have this: - # task updated (the gt job, frame set or labels changed) -> everything is computed - # job updated -> job report is computed + # TODO: Probably, can be optimized to this: + # - task updated (the gt job, frame set or labels changed) -> everything is computed + # - job updated -> job report is computed + # old reports can be reused in this case (need to add M-1 relationship in reports) - # Preload all the data for computations + # Preload all the data for the computations gt_job = task.gt_job - gt_job_data_provider = _JobDataProvider(gt_job) + gt_job_data_provider = JobDataProvider(gt_job.id) - jobs = task.segment_set.job_set.filter(type=JobType.NORMAL).all() - job_data_providers = { job.id: _JobDataProvider(job) for job in jobs } + jobs = [ + s.job_set.first() + for s in task.segment_set.filter(job__type=JobType.NORMAL).all() + ] + job_data_providers = { job.id: JobDataProvider(job.id) for job in jobs } job_reports = {} for job in jobs: job_data_provider = job_data_providers[job.id] comparator = DatasetComparator(job_data_provider, gt_job_data_provider) conflicts = comparator.find_gt_conflicts() - report = QualityReport( - job=job, - job_last_updated=job.updated_date, - gt_job_last_updated=gt_job.updated_date, - ) + report = _create_report(job, gt_job, conflicts) job_reports[job.id] = (report, conflicts) # TODO: is it a separate report (the task dataset can be different from any jobs' dataset # because of frame overlaps) or a combined summary report? - task_report = QualityReport() - task_conflicts = [AnnotationConflict()] + task_report = QualityReport( + task=task, + target_last_updated=task.updated_date, + gt_last_updated=gt_job.updated_date, + + # TODO: refactor, add real data + data=dict( + parameters=dict(), + + intersection_results=dict( + frame_count=0, + frame_share_percent=0, + frames=[], + + error_count=len(conflicts), + mean_error_count=0, + mean_accuracy=0, + ) + ) + ) + task_conflicts = [] with transaction.atomic(): - # The task could have been deleted + # The task could have been deleted during processing try: Task.objects.get(id=task_id) except Task.DoesNotExist: diff --git a/cvat/apps/engine/signals.py b/cvat/apps/engine/signals.py index d803999d3634..f19564b762ea 100644 --- a/cvat/apps/engine/signals.py +++ b/cvat/apps/engine/signals.py @@ -1,4 +1,5 @@ # Copyright (C) 2019-2022 Intel Corporation +# Copyright (C) 2023 CVAT.ai Corporation # # SPDX-License-Identifier: MIT import shutil @@ -36,12 +37,6 @@ def __save_job_handler(instance, created, **kwargs): db_task.status = status db_task.save() -@receiver(post_save, sender=Job, - dispatch_uid=__name__ + ".save_job_handler-update_quality_stats") -def __save_job_handler__update_quality_metrics(instance, created, **kwargs): - qc.QueueJobManager().schedule_quality_check_job(instance.segment.task) - - @receiver(post_save, sender=User, dispatch_uid=__name__ + ".save_user_handler") def __save_user_handler(instance, **kwargs): @@ -83,3 +78,16 @@ def __delete_data_handler(instance, **kwargs): dispatch_uid=__name__ + ".delete_cloudstorage_handler") def __delete_cloudstorage_handler(instance, **kwargs): shutil.rmtree(instance.get_storage_dirname(), ignore_errors=True) + + +# TODO: handle nested field updates (e.g. labels, annotations, import, export, etc.) + +@receiver(post_save, sender=Job, + dispatch_uid=__name__ + ".save_job_handler-update_quality_metrics") +def __save_job_handler__update_quality_metrics(instance, created, **kwargs): + qc.QueueJobManager().schedule_quality_check_job(instance.segment.task) + +@receiver(post_save, sender=Task, + dispatch_uid=__name__ + ".save_task_handler-update_quality_metrics") +def __save_task_handler__update_quality_metrics(instance, created, **kwargs): + qc.QueueJobManager().schedule_quality_check_job(instance) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 9c16e2691154..2d4c4d8fd81e 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -7,7 +7,6 @@ import os import os.path as osp import textwrap -from typing import cast import pytz import traceback from datetime import datetime @@ -1667,8 +1666,7 @@ def preview(self, request, pk): simple_filters=None, filter_fields=None, search_fields=None, pagination_class=None, ordering_fields=None) def conflicts(self, request, pk): - # TODO: add automatic type inference to get_object - this_job = cast(Job, self.get_object()) # call check_object_permissions as well + this_job = Job.objects.get(pk=pk) # call check_object_permissions as well gt_job = this_job.segment.task.gt_job if not gt_job: @@ -2283,7 +2281,7 @@ class QualityReportViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.RetrieveModelMixin ): queryset = QualityReport.objects.prefetch_related( - 'job__segment__task' + 'job__segment__task', 'task', 'task__project' ).all() diff --git a/cvat/settings/base.py b/cvat/settings/base.py index 87eb6533c6c6..a443655c0169 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -331,7 +331,7 @@ class CVAT_QUEUES(Enum): 'HOST': 'localhost', 'PORT': 6379, 'DB': 0, - 'DEFAULT_TIMEOUT': '15m', + 'DEFAULT_TIMEOUT': '30m', }, } diff --git a/supervisord/utils.conf b/supervisord/utils.conf index edea3746c254..82979cd09927 100644 --- a/supervisord/utils.conf +++ b/supervisord/utils.conf @@ -30,7 +30,7 @@ numprocs=1 [program:rqscheduler] command=%(ENV_HOME)s/wait-for-it.sh %(ENV_CVAT_REDIS_HOST)s:6379 -t 0 -- bash -ic \ - "python3 /opt/venv/bin/rqscheduler --host %(ENV_CVAT_REDIS_HOST)s --password '%(ENV_CVAT_REDIS_PASSWORD)s' -i 30" + "python3 ~/rqscheduler.py --host %(ENV_CVAT_REDIS_HOST)s --password '%(ENV_CVAT_REDIS_PASSWORD)s' -i 30 --path '%(ENV_HOME)s'" environment=SSH_AUTH_SOCK="/tmp/ssh-agent.sock",VECTOR_EVENT_HANDLER="SynchronousLogstashHandler" numprocs=1 diff --git a/supervisord/worker.quality_reports.conf b/supervisord/worker.quality_reports.conf index c7ec68fc7437..e00dbb7a1201 100644 --- a/supervisord/worker.quality_reports.conf +++ b/supervisord/worker.quality_reports.conf @@ -24,7 +24,7 @@ autorestart=true [program:rqworker_quality_reports] command=%(ENV_HOME)s/wait-for-it.sh %(ENV_CVAT_REDIS_HOST)s:6379 -t 0 -- bash -ic " \ - exec python3 %(ENV_HOME)s/manage.py rqworker -v 3 export \ + exec python3 %(ENV_HOME)s/manage.py rqworker -v 3 quality_reports \ --worker-class cvat.rqworker.DefaultWorker \ " environment=SSH_AUTH_SOCK="/tmp/ssh-agent.sock",VECTOR_EVENT_HANDLER="SynchronousLogstashHandler" diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index cf9b24193469..fc8e38fe1eef 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -9735,6 +9735,1436 @@ "cloud_storage_id": null } }, +{ + "model": "engine.qualityreport", + "pk": 1, + "fields": { + "job": 27, + "task": null, + "parent": null, + "created_date": "2023-04-22T14:49:30.751Z", + "target_last_updated": "2023-04-14T14:58:50.944Z", + "gt_last_updated": "2023-04-14T15:03:25.984Z", + "data": { + "parameters": {}, + "intersection_results": { + "frames": [], + "error_count": 72, + "frame_count": 0, + "mean_accuracy": 0, + "mean_error_count": 0, + "frame_share_percent": 0 + } + } + } +}, +{ + "model": "engine.qualityreport", + "pk": 2, + "fields": { + "job": null, + "task": 22, + "parent": null, + "created_date": "2023-04-22T14:49:30.867Z", + "target_last_updated": "2023-04-14T15:03:25.969Z", + "gt_last_updated": "2023-04-14T15:03:25.984Z", + "data": { + "parameters": {}, + "intersection_results": { + "frames": [], + "error_count": 72, + "frame_count": 0, + "mean_accuracy": 0, + "mean_error_count": 0, + "frame_share_percent": 0 + } + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 1, + "fields": { + "report": 1, + "frame_id": 0, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 384, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 2, + "fields": { + "report": 1, + "frame_id": 0, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 373, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 3, + "fields": { + "report": 1, + "frame_id": 0, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 483, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 4, + "fields": { + "report": 1, + "frame_id": 0, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 494, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 5, + "fields": { + "report": 1, + "frame_id": 1, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 374, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 6, + "fields": { + "report": 1, + "frame_id": 1, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 385, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 7, + "fields": { + "report": 1, + "frame_id": 1, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 428, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 8, + "fields": { + "report": 1, + "frame_id": 1, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 484, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 9, + "fields": { + "report": 1, + "frame_id": 1, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 495, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 10, + "fields": { + "report": 1, + "frame_id": 1, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 518, + "type": "ellipse", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 11, + "fields": { + "report": 1, + "frame_id": 1, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 485, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 12, + "fields": { + "report": 1, + "frame_id": 2, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 386, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 13, + "fields": { + "report": 1, + "frame_id": 2, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 375, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 14, + "fields": { + "report": 1, + "frame_id": 2, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 429, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 15, + "fields": { + "report": 1, + "frame_id": 2, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 508, + "type": "mask", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 16, + "fields": { + "report": 1, + "frame_id": 2, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 495, + "type": "points", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 17, + "fields": { + "report": 1, + "frame_id": 2, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 505, + "type": "polyline", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 18, + "fields": { + "report": 1, + "frame_id": 3, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 387, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 19, + "fields": { + "report": 1, + "frame_id": 3, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 376, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 20, + "fields": { + "report": 1, + "frame_id": 3, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 430, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 21, + "fields": { + "report": 1, + "frame_id": 3, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 497, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 22, + "fields": { + "report": 1, + "frame_id": 3, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 495, + "type": "points", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 23, + "fields": { + "report": 1, + "frame_id": 3, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 487, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 24, + "fields": { + "report": 1, + "frame_id": 4, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 388, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 25, + "fields": { + "report": 1, + "frame_id": 4, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 377, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 26, + "fields": { + "report": 1, + "frame_id": 4, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 431, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 27, + "fields": { + "report": 1, + "frame_id": 4, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 487, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 28, + "fields": { + "report": 1, + "frame_id": 4, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 479, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 29, + "fields": { + "report": 1, + "frame_id": 4, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 488, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 30, + "fields": { + "report": 1, + "frame_id": 5, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 378, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 31, + "fields": { + "report": 1, + "frame_id": 5, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 389, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 32, + "fields": { + "report": 1, + "frame_id": 5, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 432, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 33, + "fields": { + "report": 1, + "frame_id": 5, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 499, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 34, + "fields": { + "report": 1, + "frame_id": 5, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 488, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 35, + "fields": { + "report": 1, + "frame_id": 5, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 538, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 36, + "fields": { + "report": 1, + "frame_id": 5, + "type": "mismatching_annotation", + "message": "", + "data": { + "kind": "label", + "actual": 1, + "expected": 2, + "annotation_ids": [ + { + "id": 480, + "type": "polygon", + "job_id": 27 + }, + { + "id": 437, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 37, + "fields": { + "report": 1, + "frame_id": 6, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 390, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + 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"job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 42, + "fields": { + "report": 1, + "frame_id": 6, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 537, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 43, + "fields": { + "report": 1, + "frame_id": 6, + "type": "mismatching_annotation", + "message": "", + "data": { + "kind": "label", + "actual": 1, + "expected": 2, + "annotation_ids": [ + { + "id": 490, + "type": "polygon", + "job_id": 27 + }, + { + "id": 438, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 44, + "fields": { + "report": 1, + "frame_id": 7, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 391, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 45, + "fields": { + "report": 1, 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+ "fields": { + "report": 1, + "frame_id": 7, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 501, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 50, + "fields": { + "report": 1, + "frame_id": 7, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 491, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 51, + "fields": { + "report": 1, + "frame_id": 8, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 392, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 52, + "fields": { + "report": 1, + "frame_id": 8, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 381, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 53, + "fields": { + "report": 1, + "frame_id": 8, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 435, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 54, + "fields": { + "report": 1, + "frame_id": 8, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 440, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 55, + "fields": { + "report": 1, + "frame_id": 8, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 491, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 56, + "fields": { + "report": 1, + "frame_id": 8, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 502, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 57, + "fields": { + "report": 1, + "frame_id": 8, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 483, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 58, + "fields": { + "report": 1, + "frame_id": 8, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 492, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 59, + "fields": { + "report": 1, + "frame_id": 9, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 382, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 60, + "fields": { + "report": 1, + "frame_id": 9, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 393, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 61, + "fields": { + "report": 1, + "frame_id": 9, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 436, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 62, + "fields": { + "report": 1, + "frame_id": 9, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 441, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 63, + "fields": { + "report": 1, + "frame_id": 9, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 492, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 64, + "fields": { + "report": 1, + "frame_id": 9, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 503, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 65, + "fields": { + "report": 1, + "frame_id": 9, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 484, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 66, + "fields": { + "report": 1, + "frame_id": 10, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 394, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 67, + "fields": { + "report": 1, + "frame_id": 10, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 383, + "type": "rectangle", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 68, + "fields": { + "report": 1, + "frame_id": 10, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 436, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 69, + "fields": { + "report": 1, + "frame_id": 10, + "type": "missing_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 441, + "type": "polygon", + "job_id": 28 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 70, + "fields": { + "report": 1, + "frame_id": 10, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 504, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 71, + "fields": { + "report": 1, + "frame_id": 10, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 493, + "type": "rectangle", + "job_id": 27 + } + ] + } + } +}, +{ + "model": "engine.annotationconflict", + "pk": 72, + "fields": { + "report": 1, + "frame_id": 10, + "type": "extra_annotation", + "message": "", + "data": { + "annotation_ids": [ + { + "id": 484, + "type": "polygon", + "job_id": 27 + } + ] + } + } +}, { "model": "webhooks.webhook", "pk": 1, diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index d2bde8862b45..ae13946a185c 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -1,6 +1,47 @@ { - "count": 0, + "count": 2, "next": null, "previous": null, - "results": [] + "results": [ + { + "created_date": "2023-04-22T14:49:30.751747Z", + "gt_last_updated": "2023-04-14T15:03:25.984000Z", + "job_id": 27, + "parameters": { + "iou_threshold": 0.0 + }, + "parent_id": null, + "summary": { + "conflicts_count": 0, + "ds_count": 0, + "frame_count": 0, + "frame_share_percent": 0.0, + "gt_count": 0, + "valid_count": 0 + }, + "target": "job", + "target_last_updated": "2023-04-14T14:58:50.944000Z", + "task_id": null + }, + { + "created_date": "2023-04-22T14:49:30.867049Z", + "gt_last_updated": "2023-04-14T15:03:25.984000Z", + "job_id": null, + "parameters": { + "iou_threshold": 0.0 + }, + "parent_id": null, + "summary": { + "conflicts_count": 0, + "ds_count": 0, + "frame_count": 0, + "frame_share_percent": 0.0, + "gt_count": 0, + "valid_count": 0 + }, + "target": "task", + "target_last_updated": "2023-04-14T15:03:25.969000Z", + "task_id": 22 + } + ] } \ No newline at end of file From 7c00813d4f227aebf8a7a621f3f2d5703ac55a4b Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 23 Apr 2023 15:23:15 +0300 Subject: [PATCH 035/257] added colors for quality page --- .../task-analytics-page/quality/job-list.tsx | 9 ++++++++- .../task-analytics-page/quality/mean-quality.tsx | 4 ++-- .../quality/task-quality-component.tsx | 2 +- .../src/components/task-analytics-page/styles.scss | 2 +- cvat-ui/src/utils/quality-color.ts | 12 ++++++++++-- 5 files changed, 22 insertions(+), 7 deletions(-) diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 12b820d89796..8cbcc94afef0 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -19,6 +19,7 @@ import { import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; import { useSelector } from 'react-redux'; +import { getQualityColor } from 'utils/quality-color'; interface Props { task: Task; @@ -148,7 +149,13 @@ function JobListComponent(props: Props): JSX.Element { key: 'quality', className: 'cvat-job-item-quality', render: (jobInstance: Job): JSX.Element => ( - {jobsReports[jobInstance.id] ? jobsReports[jobInstance.id].summary.meanAccuracy : 0} + + {jobsReports[jobInstance.id] ? jobsReports[jobInstance.id].summary.meanAccuracy : 'N/A'} + ), }, ]; diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 4e7cae85c76f..c6054bb9768a 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -10,7 +10,7 @@ import { Col } from 'antd/lib/grid'; import Statistic from 'antd/lib/statistic'; import Card from 'antd/lib/card'; import moment from 'moment'; -import { getColor } from 'utils/quality-color'; +import { getQualityColor } from 'utils/quality-color'; import { QualityReport, Task } from 'cvat-core-wrapper'; import { useSelector } from 'react-redux'; import { CombinedState } from 'reducers'; @@ -38,7 +38,7 @@ function MeanQuality(props: Props): JSX.Element { title='Mean annotaion quality' value={data.summary.meanAccuracy} precision={2} - valueStyle={{ color: getColor(data.summary.meanAccuracy) }} + valueStyle={{ color: getQualityColor(data.summary.meanAccuracy) }} suffix='%' />
diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index 4d94d6c062b1..7a65b2e9605b 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -39,7 +39,7 @@ function TaskQualityComponent(props: Props): JSX.Element { - + diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 67ac7f25d066..10e2cdba066e 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -37,7 +37,7 @@ right: $grid-unit-size; } -.cvat-analytics-page { +.cvat-task-analytics-page { height: 100%; } diff --git a/cvat-ui/src/utils/quality-color.ts b/cvat-ui/src/utils/quality-color.ts index a4bb333a0448..5373a1457c70 100644 --- a/cvat-ui/src/utils/quality-color.ts +++ b/cvat-ui/src/utils/quality-color.ts @@ -6,6 +6,7 @@ enum QualityColors { GREEN = '#237804', YELLOW = '#ffec3d', RED = '#ff4d4f', + GRAY = '#8c8c8c', } const thresholds = { @@ -14,13 +15,20 @@ const thresholds = { high: 91, }; -export function getColor(value: number): QualityColors { +export function getQualityColor(value?: number): QualityColors { + if (!value) { + return QualityColors.GRAY; + } + if (value >= thresholds.high) { return QualityColors.GREEN; } if (value >= thresholds.middle) { return QualityColors.YELLOW; } + if (value >= thresholds.low) { + return QualityColors.RED; + } - return QualityColors.RED; + return QualityColors.GRAY; } From bf3468379f2443ca15c64beca7f46c4af017848b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 24 Apr 2023 22:37:05 +0300 Subject: [PATCH 036/257] Update the comparison script --- compare_datasets.py | 537 +++++++++++++++++++++++++++----------------- 1 file changed, 337 insertions(+), 200 deletions(-) diff --git a/compare_datasets.py b/compare_datasets.py index 1adc6e700f58..ab7c55185409 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -10,7 +10,7 @@ from collections import OrderedDict from enum import Enum from glob import glob -from typing import Any, Callable, Dict, List, Optional, cast +from typing import Any, Callable, Dict, List, Optional, Sequence, cast import datumaro as dm import numpy as np @@ -18,7 +18,7 @@ from datumaro.components.extractor import DEFAULT_SUBSET_NAME from datumaro.util.image import Image from defusedxml import ElementTree -from scipy.stats import gmean +# from scipy.stats import gmean class CvatPath: @@ -777,6 +777,11 @@ def distance(self, a, b): ) +def arr_div(a_arr: np.ndarray, b_arr: np.ndarray): + divisor = b_arr.copy() + divisor[b_arr == 0] = 1 + return a_arr / divisor + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -792,6 +797,22 @@ def __init__( self.included_ann_types = included_ann_types self.return_distances = return_distances + def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): + return dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_anns + if hasattr(a, 'get_bbox') + and not a.attributes.get('outside', False) + ) + + @staticmethod + def _get_ann_type(t, item): + return [ + a for a in item.annotations + if a.type == t + and not a.attributes.get('outside', False) + ] + def _match_ann_type(self, t, *args): if t not in self.included_ann_types: return None @@ -858,11 +879,7 @@ def match_points(self, item_a, item_b): for s in [item_a.annotations, item_b.annotations]: s_instances = dm.ops.find_instances(s) for instance_group in s_instances: - instance_bbox = dm.ops.max_bbox( - a.get_bbox() if isinstance(a, dm.Skeleton) else a - for a in instance_group - if hasattr(a, 'get_bbox') - ) + instance_bbox = self._instance_bbox(instance_group) for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] @@ -946,6 +963,11 @@ def match_skeletons(self, item_a, item_b): # no per-point attributes currently in CVAT ) + if all(v == dm.Points.Visibility.absent for v in merged_points.visibility): + # The whole skeleton is outside, exclude it + skeleton_map[id(skeleton)] = None + continue + points_map[id(merged_points)] = skeleton skeleton_map[id(skeleton)] = merged_points source_points.append(merged_points) @@ -953,14 +975,12 @@ def match_skeletons(self, item_a, item_b): instance_map = {} for source in [item_a.annotations, item_b.annotations]: for instance_group in dm.ops.find_instances(source): - instance_bbox = dm.ops.max_bbox( - a.get_bbox() if isinstance(a, dm.Skeleton) else a - for a in instance_group - ) + instance_bbox = self._instance_bbox(instance_group) instance_group = [ skeleton_map[id(a)] if isinstance(a, dm.Skeleton) else a for a in instance_group + if not isinstance(a, dm.Skeleton) or skeleton_map[id(a)] is not None ] for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] @@ -1027,6 +1047,8 @@ def __init__(self, categories: dm.CategoriesInfo): "keyframe", # indicates the way annotation obtained, meaningless to compare "z_order", # TODO: compare relative or 'visible' z_order "group", # TODO: changes from task to task. But must be compared for existence + "rotation", # should be handled by other means + "outside", # should be handled by other means ] self.included_ann_types = [ dm.AnnotationType.bbox, @@ -1080,6 +1102,7 @@ def __init__(self, ds_dataset: dm.Dataset, gt_dataset: dm.Dataset) -> None: self._frame_results = {} self._common_results = {"ds_annotations_count": 0} + self._ignored_frames = [] def _dm_ann_to_ann_id( self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset @@ -1102,6 +1125,9 @@ def _find_gt_conflicts(self) -> List[AnnotationConflict]: if not ds_item: continue # we need to compare only intersecting frames + if gt_item.id in self._ignored_frames: + continue + self._process_frame(ds_item, gt_item) def _process_frame(self, ds_item, gt_item): @@ -1122,14 +1148,16 @@ def _generate_frame_annotation_conflicts( ) -> List[AnnotationConflict]: conflicts = [] - shape_confusion_matrix_labels = { - t.name: i for i, t in enumerate(self._comparator.included_ann_types) - } - shape_confusion_matrix_labels[None] = len(shape_confusion_matrix_labels) - shape_confusion_matrix_label_count = len(shape_confusion_matrix_labels) - shape_confusion_matrix = np.zeros( - (shape_confusion_matrix_label_count, shape_confusion_matrix_label_count), dtype=int - ) + # TODO: try to use PDJ for per-keypoint results + # shape_confusion_matrix_labels = { + # t: t.name for t in self._comparator.included_ann_types + # } + # shape_confusion_matrix_labels[None] = 'unmatched' + # shape_confusion_matrix_labels_rmap = { k: i for i, k in enumerate(shape_confusion_matrix_labels.keys()) } + # shape_confusion_matrix_label_count = len(shape_confusion_matrix_labels) + # shape_confusion_matrix = np.zeros( + # (shape_confusion_matrix_label_count, shape_confusion_matrix_label_count), dtype=int + # ) merged_results = [[], [], [], [], {}] for shape_type in self._comparator.included_ann_types: @@ -1138,16 +1166,17 @@ def _generate_frame_annotation_conflicts( merged_results[-1].update(frame_results[shape_type][-1]) - matches, mismatches, gt_unmatched, ds_unmatched = frame_results[shape_type][:-1] - for gt_ann, ds_ann in itertools.chain( - matches, - mismatches, - itertools.zip_longest(ds_unmatched, itertools.repeat(None)), - itertools.zip_longest(itertools.repeat(None), gt_unmatched) - ): - ds_label_idx = shape_confusion_matrix_labels[ds_ann.type if ds_ann else ds_ann] - gt_label_idx = shape_confusion_matrix_labels[gt_ann.type if gt_ann else gt_ann] - shape_confusion_matrix[ds_label_idx][gt_label_idx] += 1 + # matches, mismatches, gt_unmatched, ds_unmatched = frame_results[shape_type][:4] + # for gt_ann, ds_ann in itertools.chain( + # matches, + # mismatches, + # zip(itertools.repeat(None), ds_unmatched), + # zip(gt_unmatched, itertools.repeat(None)) + # ): + # # TODO: separate keys and displayed labels + # ds_label_idx = shape_confusion_matrix_labels_rmap[ds_ann.type if ds_ann else ds_ann] + # gt_label_idx = shape_confusion_matrix_labels_rmap[gt_ann.type if gt_ann else gt_ann] + # shape_confusion_matrix[ds_label_idx][gt_label_idx] += 1 matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results @@ -1250,140 +1279,152 @@ def _find_best_unmatched_distance(shape): invalid_labels_count = len(mismatches) total_labels_count = valid_labels_count + invalid_labels_count - matched_anns = [] - mismatched_anns = [] - valid_attributes_count = 0 - invalid_attributes_count = 0 - missing_attributes_count = 0 - extra_attributes_count = 0 - total_attributes_count = 0 - ds_attributes_count = 0 - gt_attributes_count = 0 - for gt_ann, ds_ann in matches: - # Datumaro wont match attributes - ( - attr_matches, - attr_mismatches, - attr_gt_extra, - attr_ds_extra, - ) = self._comparator.match_attrs(gt_ann, ds_ann) - - for mismatched_attr in attr_mismatches: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - ds_ann, ds_item, self._ds_dataset - ), - self._dm_ann_to_ann_id( - gt_ann, gt_item, self._gt_dataset - ), - ], - "kind": MismatchingAnnotationKind.ATTRIBUTE, - "attribute": mismatched_attr, - "expected": gt_ann.attributes[mismatched_attr], - "actual": ds_ann.attributes[mismatched_attr], - }, - ) - ) - - for extra_attr in attr_gt_extra: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - ds_ann, ds_item, self._ds_dataset - ), - self._dm_ann_to_ann_id( - gt_ann, gt_item, self._gt_dataset - ), - ], - "kind": MismatchingAnnotationKind.ATTRIBUTE, - "attribute": mismatched_attr, - "expected": gt_ann.attributes[extra_attr], - "actual": None, - }, - ) - ) - - for extra_attr in attr_ds_extra: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - ds_ann, ds_item, self._ds_dataset - ), - self._dm_ann_to_ann_id( - gt_ann, gt_item, self._gt_dataset - ), - ], - "kind": MismatchingAnnotationKind.ATTRIBUTE, - "attribute": mismatched_attr, - "expected": None, - "actual": ds_ann.attributes[extra_attr], - }, - ) - ) - - attrs_match = (0 == len(attr_mismatches) + len(attr_gt_extra) + len(attr_ds_extra)) - if attrs_match: - matched_anns.append((gt_ann, ds_ann)) - else: - mismatched_anns.append((gt_ann, ds_ann)) - - valid_attributes_count += len(attr_matches) - invalid_attributes_count += len(attr_mismatches) - missing_attributes_count += len(attr_gt_extra) - extra_attributes_count += len(attr_ds_extra) - total_attributes_count += ( - len(attr_matches) - + len(attr_mismatches) - + len(attr_gt_extra) - + len(attr_ds_extra) - ) - ds_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_ds_extra) - gt_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) + # matched_anns = [] + # mismatched_anns = [] + # valid_attributes_count = 0 + # invalid_attributes_count = 0 + # missing_attributes_count = 0 + # extra_attributes_count = 0 + # total_attributes_count = 0 + # ds_attributes_count = 0 + # gt_attributes_count = 0 + # for gt_ann, ds_ann in matches: + # # Datumaro wont match attributes + # ( + # attr_matches, + # attr_mismatches, + # attr_gt_extra, + # attr_ds_extra, + # ) = self._comparator.match_attrs(gt_ann, ds_ann) + + # for mismatched_attr in attr_mismatches: + # conflicts.append( + # AnnotationConflict( + # frame_id=frame_id, + # type=AnnotationConflictType.MISMATCHING_ANNOTATION, + # data={ + # "annotation_ids": [ + # self._dm_ann_to_ann_id( + # ds_ann, ds_item, self._ds_dataset + # ), + # self._dm_ann_to_ann_id( + # gt_ann, gt_item, self._gt_dataset + # ), + # ], + # "kind": MismatchingAnnotationKind.ATTRIBUTE, + # "attribute": mismatched_attr, + # "expected": gt_ann.attributes[mismatched_attr], + # "actual": ds_ann.attributes[mismatched_attr], + # }, + # ) + # ) + + # for extra_attr in attr_gt_extra: + # conflicts.append( + # AnnotationConflict( + # frame_id=frame_id, + # type=AnnotationConflictType.MISMATCHING_ANNOTATION, + # data={ + # "annotation_ids": [ + # self._dm_ann_to_ann_id( + # ds_ann, ds_item, self._ds_dataset + # ), + # self._dm_ann_to_ann_id( + # gt_ann, gt_item, self._gt_dataset + # ), + # ], + # "kind": MismatchingAnnotationKind.ATTRIBUTE, + # "attribute": mismatched_attr, + # "expected": gt_ann.attributes[extra_attr], + # "actual": None, + # }, + # ) + # ) + + # for extra_attr in attr_ds_extra: + # conflicts.append( + # AnnotationConflict( + # frame_id=frame_id, + # type=AnnotationConflictType.MISMATCHING_ANNOTATION, + # data={ + # "annotation_ids": [ + # self._dm_ann_to_ann_id( + # ds_ann, ds_item, self._ds_dataset + # ), + # self._dm_ann_to_ann_id( + # gt_ann, gt_item, self._gt_dataset + # ), + # ], + # "kind": MismatchingAnnotationKind.ATTRIBUTE, + # "attribute": mismatched_attr, + # "expected": None, + # "actual": ds_ann.attributes[extra_attr], + # }, + # ) + # ) + + # attrs_match = (0 == (len(attr_mismatches) + len(attr_gt_extra) + len(attr_ds_extra))) + # if attrs_match: + # matched_anns.append((gt_ann, ds_ann)) + # else: + # mismatched_anns.append((gt_ann, ds_ann)) + + # valid_attributes_count += len(attr_matches) + # invalid_attributes_count += len(attr_mismatches) + # missing_attributes_count += len(attr_gt_extra) + # extra_attributes_count += len(attr_ds_extra) + # total_attributes_count += ( + # len(attr_matches) + # + len(attr_mismatches) + # + len(attr_gt_extra) + # + len(attr_ds_extra) + # ) + # ds_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_ds_extra) + # gt_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) confusion_matrix_labels = { - label.name: i + i: label.name for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) + if not label.parent + } + confusion_matrix_labels[None] = 'unmatched' + confusion_matrix_labels_rmap = { + k: i for i, k in enumerate(confusion_matrix_labels.keys()) } - confusion_matrix_labels[None] = len(confusion_matrix_labels) confusion_matrix_label_count = len(confusion_matrix_labels) confusion_matrix = np.zeros( (confusion_matrix_label_count, confusion_matrix_label_count), dtype=int ) for gt_ann, ds_ann in itertools.chain( # fully matched annotations - shape, label, attributes - matched_anns, - mismatched_anns, - itertools.zip_longest(ds_unmatched, itertools.repeat(None)), - itertools.zip_longest(itertools.repeat(None), gt_unmatched) + matches, + mismatches, + zip(itertools.repeat(None), ds_unmatched), + zip(gt_unmatched, itertools.repeat(None)), ): - ds_label_idx = confusion_matrix_labels[ds_ann.label if ds_ann else ds_ann] - gt_label_idx = confusion_matrix_labels[gt_ann.label if gt_ann else gt_ann] - confusion_matrix[ds_label_idx][gt_label_idx] += 1 + # TODO: separate keys and displayed labels + ds_label_idx = confusion_matrix_labels_rmap[ds_ann.label if ds_ann else ds_ann] + gt_label_idx = confusion_matrix_labels_rmap[gt_ann.label if gt_ann else gt_ann] + confusion_matrix[ds_label_idx, gt_label_idx] += 1 + + # matched_shape_counts = np.diag(shape_confusion_matrix) + # ds_shape_counts = np.sum(shape_confusion_matrix, axis=1) + # gt_shape_counts = np.sum(shape_confusion_matrix, axis=0) + # shape_accuracies = arr_div(matched_shape_counts, ds_shape_counts + gt_shape_counts - matched_shape_counts) + # shape_precisions = arr_div(matched_shape_counts, ds_shape_counts) + # shape_recalls = arr_div(matched_shape_counts, gt_shape_counts) matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = matched_ann_counts / ((ds_ann_counts + gt_ann_counts - matched_ann_counts) or 1) - label_precisions = matched_ann_counts / (ds_ann_counts or 1) - label_recalls = matched_ann_counts / (gt_ann_counts or 1) + label_accuracies = arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = arr_div(matched_ann_counts, gt_ann_counts) - valid_annotations_count = np,sum(matched_ann_counts) - missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels[None]]) - extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels[None], :]) + valid_annotations_count = np.sum(matched_ann_counts) + missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) + extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) total_annotations_count = np.sum(confusion_matrix) ds_annotations_count = np.sum(ds_ann_counts) gt_annotations_count = np.sum(gt_ann_counts) @@ -1401,7 +1442,7 @@ def _find_best_unmatched_distance(shape): precision=valid_annotations_count / (ds_annotations_count or 1), recall=valid_annotations_count / (gt_annotations_count or 1), confusion_matrix=dict( - labels=confusion_matrix_labels, + labels=list(confusion_matrix_labels.values()), axes=dict( cols='gt', rows='ds' @@ -1422,8 +1463,18 @@ def _find_best_unmatched_distance(shape): gt_count=gt_shapes_count, accuracy=valid_shapes_count / (total_shapes_count or 1), mean_iou=mean_iou, - # add per type stats - shape_confusion_matrix=shape_confusion_matrix, + # TODO: add per type stats (OKS, PDJ, ...) + # shape_confusion_matrix=dict( + # labels=list(shape_confusion_matrix_labels.values()), + # axes=dict( + # cols='gt', + # rows='ds' + # ), + # rows=shape_confusion_matrix, + # precision=shape_precisions, + # recall=shape_recalls, + # accuracy=shape_accuracies, + # ) ), label=dict( valid_count=valid_labels_count, @@ -1431,17 +1482,19 @@ def _find_best_unmatched_distance(shape): total_count=total_labels_count, accuracy=valid_labels_count / (total_labels_count or 1), ), - attribute=dict( - valid_count=valid_attributes_count, - invalid_count=invalid_attributes_count, - missing_count=missing_attributes_count, - extra_count=extra_attributes_count, - total_count=total_attributes_count, - ds_count=ds_attributes_count, - gt_count=gt_attributes_count, - accuracy=valid_attributes_count / (total_attributes_count or 1), - # add confusion matrix / per label stats - ), + # TODO: add attribute confusion matrix and decouple it + # with the label and full confusion matrices + # attribute=dict( + # valid_count=valid_attributes_count, + # invalid_count=invalid_attributes_count, + # missing_count=missing_attributes_count, + # extra_count=extra_attributes_count, + # total_count=total_attributes_count, + # ds_count=ds_attributes_count, + # gt_count=gt_attributes_count, + # accuracy=valid_attributes_count / (total_attributes_count or 1), + # # TODO: add confusion matrix / per label stats + # ), ), errors=conflicts.copy(), ) @@ -1474,6 +1527,7 @@ def _set_nested_key(d, path, value): ) full_ds_comparable_shapes_count += 1 + # accumulate stats intersection_frames = [] summary_stats = {} mean_ious = [] @@ -1487,18 +1541,21 @@ def _set_nested_key(d, path, value): ["annotation_element", "shape", "total_count"], ["annotation_element", "shape", "ds_count"], ["annotation_element", "shape", "gt_count"], + # ["annotation_element", "shape", "shape_confusion_matrix", "rows"], ["annotation_element", "label", "valid_count"], ["annotation_element", "label", "invalid_count"], ["annotation_element", "label", "total_count"], - ["annotation_element", "attribute", "valid_count"], - ["annotation_element", "attribute", "invalid_count"], - ["annotation_element", "attribute", "missing_count"], - ["annotation_element", "attribute", "extra_count"], - ["annotation_element", "attribute", "total_count"], - ["annotation_element", "attribute", "ds_count"], - ["annotation_element", "attribute", "gt_count"], + # ["annotation_element", "attribute", "valid_count"], + # ["annotation_element", "attribute", "invalid_count"], + # ["annotation_element", "attribute", "missing_count"], + # ["annotation_element", "attribute", "extra_count"], + # ["annotation_element", "attribute", "total_count"], + # ["annotation_element", "attribute", "ds_count"], + # ["annotation_element", "attribute", "gt_count"], + + ["annotations", "confusion_matrix", "rows"], ["errors_count"], ]: frame_value = _get_nested_key(frame_result, path) @@ -1510,16 +1567,56 @@ def _set_nested_key(d, path, value): mean_ious.append(frame_result["annotation_element"]["shape"]["mean_iou"]) + # shape_confusion_matrix_labels = { + # t: t.name for t in self._comparator.included_ann_types + # } + # shape_confusion_matrix_labels[None] = 'unmatched' + # shape_confusion_matrix = _get_nested_key(summary_stats, ["annotation_element", "shape", "shape_confusion_matrix", "rows"]) + # matched_shape_counts = np.diag(shape_confusion_matrix) + # ds_shape_counts = np.sum(shape_confusion_matrix, axis=1) + # gt_shape_counts = np.sum(shape_confusion_matrix, axis=0) + # shape_accuracies = arr_div(matched_shape_counts, ds_shape_counts + gt_shape_counts - matched_shape_counts) + # shape_precisions = arr_div(matched_shape_counts, ds_shape_counts) + # shape_recalls = arr_div(matched_shape_counts, gt_shape_counts) + + confusion_matrix_labels = { + i: label.name + for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) + if not label.parent + } + confusion_matrix_labels[None] = 'unmatched' + confusion_matrix_labels_rmap = { + k: i for i, k in enumerate(confusion_matrix_labels.keys()) + } + confusion_matrix = _get_nested_key(summary_stats, ["annotations", "confusion_matrix", "rows"]) + matched_ann_counts = np.diag(confusion_matrix) + ds_ann_counts = np.sum(confusion_matrix, axis=1) + gt_ann_counts = np.sum(confusion_matrix, axis=0) + label_accuracies = arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = arr_div(matched_ann_counts, gt_ann_counts) + + valid_annotations_count = np.sum(matched_ann_counts) + missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) + extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + total_annotations_count = np.sum(confusion_matrix) + ds_annotations_count = np.sum(ds_ann_counts) + gt_annotations_count = np.sum(gt_ann_counts) + mean_shape_accuracy = _get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]) or 1) mean_label_accuracy = _get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]) or 1) - mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]) or 1) + # mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]) or 1) + # TODO: this parameter is questionable and is hard to understand + # mean_accuracy = gmean([mean_shape_accuracy, mean_label_accuracy, + # mean_attribute_accuracy + # ]) + mean_error_count = summary_stats["errors_count"] / len(intersection_frames) - mean_accuracy = gmean([mean_shape_accuracy, mean_label_accuracy, mean_attribute_accuracy]) return dict( parameters=dict( included_annotation_types=[t.name for t in self._comparator.included_ann_types], - ignored_attributes=self._comparator.ignored_attrs, + # ignored_attributes=self._comparator.ignored_attrs, iou_threshold=self._comparator._annotation_comparator.iou_threshold, ), @@ -1530,41 +1627,76 @@ def _set_nested_key(d, path, value): error_count=summary_stats["errors_count"], mean_error_count=mean_error_count, - mean_accuracy=mean_accuracy, - annotation_element={ - 'shape': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]), - 'missing_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "missing_count"]), - 'extra_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "extra_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]), - 'ds_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "ds_count"]), - 'gt_count': _get_nested_key(summary_stats, ["annotation_element", "shape", "gt_count"]), - 'mean_iou': np.mean(mean_ious), - 'accuracy': mean_shape_accuracy, - }, - 'label': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]), - 'invalid_count': _get_nested_key(summary_stats, ["annotation_element", "label", "invalid_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]), - 'accuracy': mean_label_accuracy, - }, - 'attribute': { - 'valid_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]), - 'invalid_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "invalid_count"]), - 'missing_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "missing_count"]), - 'extra_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "extra_count"]), - 'total_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]), - 'ds_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "ds_count"]), - 'gt_count': _get_nested_key(summary_stats, ["annotation_element", "attribute", "gt_count"]), - 'accuracy': mean_attribute_accuracy, - }, - }, + # mean_accuracy=mean_accuracy, + + annotations=dict( + valid_count=valid_annotations_count, + missing_count=missing_annotations_count, + extra_count=extra_annotations_count, + total_count=total_annotations_count, + ds_count=ds_annotations_count, + gt_count=gt_annotations_count, + accuracy=valid_annotations_count / (total_annotations_count or 1), + precision=valid_annotations_count / (ds_annotations_count or 1), + recall=valid_annotations_count / (gt_annotations_count or 1), + confusion_matrix=dict( + labels=list(confusion_matrix_labels.values()), + axes=dict( + cols='gt', + rows='ds' + ), + rows=confusion_matrix, + precision=label_precisions, + recall=label_recalls, + accuracy=label_accuracies, + ) + ), + + annotation_element=dict( + shape=dict( + valid_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]), + missing_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "missing_count"]), + extra_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "extra_count"]), + total_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]), + ds_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "ds_count"]), + gt_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "gt_count"]), + mean_iou=np.mean(mean_ious), + accuracy=mean_shape_accuracy, + # shape_confusion_matrix=dict( + # labels=list(shape_confusion_matrix_labels.values()), + # axes=dict( + # cols='gt', + # rows='ds' + # ), + # # rows=shape_confusion_matrix, + # precision=shape_precisions, + # recall=shape_recalls, + # accuracy=shape_accuracies, + # ) + ), + label=dict( + valid_count=_get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]), + invalid_count=_get_nested_key(summary_stats, ["annotation_element", "label", "invalid_count"]), + total_count=_get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]), + accuracy=mean_label_accuracy, + ), + # attribute=dict( + # valid_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]), + # invalid_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "invalid_count"]), + # missing_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "missing_count"]), + # extra_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "extra_count"]), + # total_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]), + # ds_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "ds_count"]), + # gt_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "gt_count"]), + # accuracy=mean_attribute_accuracy, + # ), + ), ), full_dataset=dict( frame_count=len(self._ds_dataset), shapes_count=full_ds_comparable_shapes_count, - attributes_count=full_ds_comparable_attributes_count, + # attributes_count=full_ds_comparable_attributes_count, ), frame_results=self._frame_results, @@ -1584,7 +1716,10 @@ def main(args=None): ds_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) comparator = DatasetComparator(ds_dataset, gt_dataset) + comparator._comparator._annotation_comparator.iou_threshold = 0.5 + comparator._ignored_frames = ["frame_{:06d}.PNG".format(i + 1) for i in [23, 50, 100, 104, 111, 118, 151, 165, 170, 184, 200, 222, 223, 232, 236, 237, 253, 293, 302, 314, 359, 372, 379, 409, 438, 469, 470, 500, 502, 554, 557, 615, 631, 664, 687, 729, 736, 778, 781, 797, 842, 874, 894, 895, 917, 919, 952, 1001, 1023, 1025, 1028, 1030, 1040, 1077, 1083, 1098, 1104, 1129, 1166, 1251, 1252, 1253, 1258, 1263, 1264, 1271, 1294, 1308, 1328, 1334, 1352, 1408, 1432, 1489, 1495, 1511, 1570, 1574, 1594, 1625, 1651, 1710, 1716, 1720, 1721, 1730, 1751, 1765, 1794, 1798]] # comparator._comparator.included_ann_types = [dm.AnnotationType.bbox] + # comparator._comparator.ignored_attrs.append('object_id') report = comparator.prepare_report() class JsonConverter(json.JSONEncoder): @@ -1593,6 +1728,8 @@ def default(self, o: Any): o, (AnnotationConflict, AnnotationConflictsReport, AnnotationId) ): return o.to_dict() + elif isinstance(o, (np.ndarray, np.number)): + return o.tolist() else: return super().default(o) From 6eb07f2495468a4882218294a1bee44cd4f35a62 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 24 Apr 2023 22:37:50 +0300 Subject: [PATCH 037/257] Add missing files for scheduler --- Dockerfile | 1 + docker-compose.yml | 22 ++++++++++++++++ rqscheduler.py | 66 ++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 89 insertions(+) create mode 100644 rqscheduler.py diff --git a/Dockerfile b/Dockerfile index 5baa41232b9b..83d57b4d2a7c 100644 --- a/Dockerfile +++ b/Dockerfile @@ -171,6 +171,7 @@ COPY --chown=${USER} ssh ${HOME}/.ssh COPY --chown=${USER} mod_wsgi.conf wait-for-it.sh manage.py ${HOME}/ COPY --chown=${USER} utils/ ${HOME}/utils COPY --chown=${USER} cvat/ ${HOME}/cvat +COPY --chown=${USER} rqscheduler.py ${HOME} # RUN all commands below as 'django' user USER ${USER} diff --git a/docker-compose.yml b/docker-compose.yml index d84256cae202..412b12a7b06a 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -176,6 +176,28 @@ services: networks: - cvat + cvat_worker_quality_reports: + container_name: cvat_worker_quality_reports + image: cvat/server:${CVAT_VERSION:-dev} + restart: always + depends_on: + - cvat_redis + - cvat_db + environment: + CVAT_REDIS_HOST: 'cvat_redis' + CVAT_POSTGRES_HOST: 'cvat_db' + DJANGO_LOG_SERVER_HOST: vector + DJANGO_LOG_SERVER_PORT: 80 + no_proxy: clickhouse,grafana,vector,nuclio,opa,${no_proxy:-} + NUMPROCS: 1 + command: -c supervisord/worker.quality_reports.conf + volumes: + - cvat_data:/home/django/data + - cvat_keys:/home/django/keys + - cvat_logs:/home/django/logs + networks: + - cvat + cvat_ui: container_name: cvat_ui image: cvat/ui:${CVAT_VERSION:-dev} diff --git a/rqscheduler.py b/rqscheduler.py new file mode 100644 index 000000000000..ef0767b998c1 --- /dev/null +++ b/rqscheduler.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python + +import argparse +import sys +import os + +from cvat.wsgi import application + +from redis import Redis +from rq_scheduler.scheduler import Scheduler + +from rq_scheduler.utils import setup_loghandlers + + +def main(): + parser = argparse.ArgumentParser(description='Runs RQ scheduler') + parser.add_argument('-b', '--burst', action='store_true', default=False, help='Run in burst mode (quit after all work is done)') + parser.add_argument('-H', '--host', default=os.environ.get('RQ_REDIS_HOST', 'localhost'), help="Redis host") + parser.add_argument('-p', '--port', default=int(os.environ.get('RQ_REDIS_PORT', 6379)), type=int, help="Redis port number") + parser.add_argument('-d', '--db', default=int(os.environ.get('RQ_REDIS_DB', 0)), type=int, help="Redis database") + parser.add_argument('-P', '--password', default=os.environ.get('RQ_REDIS_PASSWORD'), help="Redis password") + parser.add_argument('--verbose', '-v', action='store_true', default=False, help='Show more output') + parser.add_argument('--quiet', action='store_true', default=False, help='Show less output') + parser.add_argument('--url', '-u', default=os.environ.get('RQ_REDIS_URL') + , help='URL describing Redis connection details. \ + Overrides other connection arguments if supplied.') + parser.add_argument('-i', '--interval', default=60.0, type=float + , help="How often the scheduler checks for new jobs to add to the \ + queue (in seconds, can be floating-point for more precision).") + parser.add_argument('--path', default='.', help='Specify the import path.') + parser.add_argument('--pid', help='A filename to use for the PID file.', metavar='FILE') + parser.add_argument('-j', '--job-class', help='Custom RQ Job class') + parser.add_argument('-q', '--queue-class', help='Custom RQ Queue class') + + args = parser.parse_args() + + if args.path: + sys.path = args.path.split(':') + sys.path + + if args.pid: + pid = str(os.getpid()) + filename = args.pid + with open(filename, 'w') as f: + f.write(pid) + + if args.url is not None: + connection = Redis.from_url(args.url) + else: + connection = Redis(args.host, args.port, args.db, args.password) + + if args.verbose: + level = 'DEBUG' + elif args.quiet: + level = 'WARNING' + else: + level = 'INFO' + setup_loghandlers(level) + + scheduler = Scheduler(connection=connection, + interval=args.interval, + job_class=args.job_class, + queue_class=args.queue_class) + scheduler.run(burst=args.burst) + +if __name__ == '__main__': + main() From c40aac5d51ef53a8683cb54f742c9eff04ea7f3f Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 25 Apr 2023 17:54:35 +0300 Subject: [PATCH 038/257] added show/hide GT annotations --- cvat-canvas/src/scss/canvas.scss | 4 +++ cvat-canvas/src/typescript/canvasView.ts | 24 ++++++++++++++ cvat-core/src/annotations-objects.ts | 5 +++ cvat-core/src/annotations.ts | 19 ++++++++--- cvat-core/src/api-implementation.ts | 11 +++++-- cvat-core/src/frames.ts | 11 ++++--- cvat-core/src/object-state.ts | 10 ++++-- cvat-core/src/session-implementation.ts | 4 +-- cvat-core/src/session.ts | 3 +- cvat-ui/src/actions/annotation-actions.ts | 33 +++++++++++++++++-- cvat-ui/src/actions/settings-actions.ts | 10 ++++++ .../annotation-page/appearance-block.tsx | 25 +++++++++++++- cvat-ui/src/reducers/annotation-reducer.ts | 31 ++++++++++++++++- cvat-ui/src/reducers/index.ts | 2 ++ cvat-ui/src/reducers/settings-reducer.ts | 19 +++++++++++ 15 files changed, 191 insertions(+), 20 deletions(-) diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 954a15b931b6..81d01831685d 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -148,6 +148,10 @@ polyline.cvat_canvas_shape_splitting { stroke-dasharray: 5; } +.cvat_canvas_ground_truth { + stroke-dasharray: 45; +} + .cvat_canvas_shape_occluded_point { stroke-dasharray: 1 !important; stroke: white; diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 410c27943102..7d41fcfa76b1 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -2705,6 +2705,10 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_hidden'); } + if (state.isGroundTruth) { + rect.addClass('cvat_canvas_ground_truth'); + } + return rect; } @@ -2729,6 +2733,10 @@ export class CanvasViewImpl implements CanvasView, Listener { polygon.addClass('cvat_canvas_hidden'); } + if (state.isGroundTruth) { + polygon.addClass('cvat_canvas_ground_truth'); + } + return polygon; } @@ -2753,6 +2761,10 @@ export class CanvasViewImpl implements CanvasView, Listener { polyline.addClass('cvat_canvas_hidden'); } + if (state.isGroundTruth) { + polyline.addClass('cvat_canvas_ground_truth'); + } + return polyline; } @@ -2778,6 +2790,10 @@ export class CanvasViewImpl implements CanvasView, Listener { cube.addClass('cvat_canvas_hidden'); } + if (state.isGroundTruth) { + cube.addClass('cvat_canvas_ground_truth'); + } + return cube; } @@ -3352,6 +3368,10 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_hidden'); } + if (state.isGroundTruth) { + rect.addClass('cvat_canvas_ground_truth'); + } + return rect; } @@ -3378,6 +3398,10 @@ export class CanvasViewImpl implements CanvasView, Listener { group.addClass('cvat_canvas_shape_occluded'); } + if (state.isGroundTruth) { + group.addClass('cvat_canvas_ground_truth'); + } + shape.remove = (): SVG.PolyLine => { this.selectize(false, shape); shape.constructor.prototype.remove.call(shape); diff --git a/cvat-core/src/annotations-objects.ts b/cvat-core/src/annotations-objects.ts index 38df9bd9360b..8c0c03997818 100644 --- a/cvat-core/src/annotations-objects.ts +++ b/cvat-core/src/annotations-objects.ts @@ -63,6 +63,7 @@ class Annotation { public label: Label; public frame: number; private _removed: boolean; + protected isGroundTruth: boolean; public lock: boolean; protected readOnlyFields: string[]; protected color: string; @@ -86,6 +87,7 @@ class Annotation { this.label = this.taskLabels[data.label_id]; this.frame = data.frame; this._removed = false; + this.isGroundTruth = data.is_gt || false; this.lock = false; this.readOnlyFields = injection.readOnlyFields || []; this.color = color; @@ -580,6 +582,7 @@ export class Shape extends Drawn { hidden: this.hidden, updated: this.updated, pinned: this.pinned, + isGroundTruth: this.isGroundTruth, frame, source: this.source, ...this.withContext(frame), @@ -946,6 +949,7 @@ export class Track extends Drawn { }, frame, source: this.source, + isGroundTruth: this.isGroundTruth, ...this.withContext(frame), }; } @@ -1473,6 +1477,7 @@ export class Tag extends Annotation { updated: this.updated, frame, source: this.source, + isGroundTruth: this.isGroundTruth, ...this.withContext(frame), }; } diff --git a/cvat-core/src/annotations.ts b/cvat-core/src/annotations.ts index af43dbb07b4c..058b1c08f07f 100644 --- a/cvat-core/src/annotations.ts +++ b/cvat-core/src/annotations.ts @@ -29,12 +29,23 @@ function getCache(sessionType) { throw new ScriptingError(`Unknown session type was received ${sessionType}`); } -async function getAnnotationsFromServer(session) { +async function getAnnotationsFromServer(session, GTAnnotaionsSource) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); if (!cache.has(session)) { - const rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); + let rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); + if (GTAnnotaionsSource) { + const gtAnnotations = await serverProxy.annotations.getAnnotations(sessionType, GTAnnotaionsSource); + gtAnnotations.shapes.forEach(annotation => { annotation.is_gt = true; }); + gtAnnotations.tracks.forEach(annotation => { annotation.is_gt = true; }); + gtAnnotations.tags.forEach(annotation => { annotation.is_gt = true; }); + rawAnnotations = { + shapes: [...rawAnnotations.shapes, ...gtAnnotations.shapes], + tracks: [...rawAnnotations.tracks, ...gtAnnotations.tracks], + tags: [...rawAnnotations.tags, ...gtAnnotations.tags], + }; + } // Get meta information about frames const startFrame = sessionType === 'job' ? session.startFrame : 0; @@ -70,7 +81,7 @@ export async function clearCache(session) { } } -export async function getAnnotations(session, frame, allTracks, filters) { +export async function getAnnotations(session, frame, allTracks, filters, GTAnnotaionsSource) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); @@ -78,7 +89,7 @@ export async function getAnnotations(session, frame, allTracks, filters) { return cache.get(session).collection.get(frame, allTracks, filters); } - await getAnnotationsFromServer(session); + await getAnnotationsFromServer(session, GTAnnotaionsSource); return cache.get(session).collection.get(frame, allTracks, filters); } diff --git a/cvat-core/src/api-implementation.ts b/cvat-core/src/api-implementation.ts index f624d22c2e0c..93bc76f6d55d 100644 --- a/cvat-core/src/api-implementation.ts +++ b/cvat-core/src/api-implementation.ts @@ -344,8 +344,15 @@ export default function implementAPI(cvat) { parentId: isInteger, }); - const searchParams = filterFieldsToSnakeCase(filter, ['taskId', 'parentId']); - const reportsData = await serverProxy.analytics.quality.get(searchParams); + // const searchParams = filterFieldsToSnakeCase(filter, ['taskId', 'parentId']); + // TMP solution aka filters disabled + let updatedParams: Record = {}; + if ('taskId' in filter) { + updatedParams = { + task_id: filter.taskId, + }; + } + const reportsData = await serverProxy.analytics.quality.get(updatedParams); return reportsData; }; diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index cd67e55ac3c0..9b2b5099ac84 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -322,10 +322,10 @@ function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { [size] = meta.frames; } else if (mode === 'annotation') { if (frame >= meta.size) { - throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); - } else { - size = meta.frames[frame - startFrame]; + return null; + // throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); } + size = meta.frames[frame - startFrame]; } else { throw new DataError(`Invalid mode is specified ${mode}`); } @@ -751,8 +751,11 @@ export async function findNotDeletedFrame(jobID, frameFrom, frameTo, offset) { const update = sign > 0 ? (frame) => frame + 1 : (frame) => frame - 1; let framesCounter = 0; let lastUndeletedFrame = null; + const check = (frame): boolean => (meta.included_frames ? + (meta.included_frames.includes(frame)) && !(frame in meta.deleted_frames) : + !(frame in meta.deleted_frames)); for (let frame = frameFrom; predicate(frame); frame = update(frame)) { - if (!(frame in meta.deleted_frames)) { + if (check(frame)) { lastUndeletedFrame = frame; framesCounter++; if (framesCounter === offset) { diff --git a/cvat-core/src/object-state.ts b/cvat-core/src/object-state.ts index 30646e417379..e9673ecefeff 100644 --- a/cvat-core/src/object-state.ts +++ b/cvat-core/src/object-state.ts @@ -51,6 +51,7 @@ export interface SerializedData { keyframe?: boolean; rotation?: number; descriptions?: string[]; + isGroundTruth?: boolean; keyframes?: { prev: number | null; next: number | null; @@ -80,6 +81,7 @@ export default class ObjectState { public readonly parentID: number | null; public readonly updated: number; public readonly group: { color: string; id: number; } | null; + public readonly isGroundTruth: boolean; public readonly keyframes: { first: number | null; prev: number | null; @@ -166,6 +168,7 @@ export default class ObjectState { hidden: false, pinned: false, source: Source.MANUAL, + isGroundTruth: serialized.isGroundTruth || false, keyframes: serialized.keyframes || null, group: serialized.group || null, updated: serialized.updated || Date.now(), @@ -197,7 +200,10 @@ export default class ObjectState { get: () => data.shapeType, }, source: { - get: () => data.source, + get: () => (data.isGroundTruth ? 'Ground truth' : data.source), + }, + isGroundTruth: { + get: () => data.isGroundTruth, }, clientID: { get: () => data.clientID, @@ -216,7 +222,7 @@ export default class ObjectState { }, }, color: { - get: () => data.color, + get: () => (this.isGroundTruth ? '#ffffff' : data.color), set: (color) => { data.updateFlags.color = true; data.color = color; diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index ea33db36e809..ee2d3b886238 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -195,7 +195,7 @@ export function implementJob(Job) { }; // TODO: Check filter for annotations - Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters) { + Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters, GTAnnotaionsSource) { if (!Array.isArray(filters)) { throw new ArgumentError('Filters must be an array'); } @@ -208,7 +208,7 @@ export function implementJob(Job) { throw new ArgumentError(`Frame ${frame} does not exist in the job`); } - const annotationsData = await getAnnotations(this, frame, allTracks, filters); + const annotationsData = await getAnnotations(this, frame, allTracks, filters, GTAnnotaionsSource); const deletedFrames = await getDeletedFrames('job', this.id); if (frame in deletedFrames) { return []; diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 2c96478e5fc5..8aac64e02e59 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -67,13 +67,14 @@ function buildDuplicatedAPI(prototype) { return result; }, - async get(frame, allTracks = false, filters = []) { + async get(frame, allTracks = false, filters = [], GTAnnotaionsSource = null) { const result = await PluginRegistry.apiWrapper.call( this, prototype.annotations.get, frame, allTracks, filters, + GTAnnotaionsSource, ); return result; }, diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index eea338f50f7d..d31d1a33cbd0 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -12,7 +12,9 @@ import { CanvasMode as Canvas3DMode } from 'cvat-canvas3d-wrapper'; import { RectDrawingMethod, CuboidDrawingMethod, Canvas, CanvasMode as Canvas2DMode, } from 'cvat-canvas-wrapper'; -import { getCore, MLModel, DimensionType } from 'cvat-core-wrapper'; +import { + getCore, MLModel, DimensionType, JobType, Job, +} from 'cvat-core-wrapper'; import logger, { LogType } from 'cvat-logger'; import { getCVATStore } from 'cvat-store'; @@ -593,6 +595,11 @@ export function changeFrameAsync( visible: statisticsVisible, }, } = state.annotation; + const { + shapes: { + showGroundTruth, + }, + } = state.settings; const { filters, frame, showAllInterpolationTracks } = receiveAnnotationsParameters(); try { @@ -612,6 +619,7 @@ export function changeFrameAsync( delay: currentState.annotation.player.frame.delay, changeTime: currentState.annotation.player.frame.changeTime, states: currentState.annotation.annotations.states, + groundTruthStates: currentState.annotation.annotations.groundTruthStates, minZ: currentState.annotation.annotations.zLayer.min, maxZ: currentState.annotation.annotations.zLayer.max, curZ: currentState.annotation.annotations.zLayer.cur, @@ -632,7 +640,9 @@ export function changeFrameAsync( } const data = await job.frames.get(toFrame, fillBuffer, frameStep); - const states = await job.annotations.get(toFrame, showAllInterpolationTracks, filters); + let states = await job.annotations.get(toFrame, showAllInterpolationTracks, filters); + const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); + if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); if (!isAbleToChangeFrame() || statisticsVisible || propagateVisible) { // while doing async actions above, canvas can become used by a user in another way @@ -677,6 +687,7 @@ export function changeFrameAsync( filename: data.filename, relatedFiles: data.relatedFiles, states, + groundTruthStates, minZ, maxZ, curZ: maxZ, @@ -877,10 +888,12 @@ export function getJobAsync( try { const state = getState(); const filters = initialFilters; + const { settings: { workspace: { showAllInterpolationTracks }, player: { showDeletedFrames }, + shapes: { showGroundTruth }, }, } = state; @@ -905,6 +918,12 @@ export function getJobAsync( ); const [job] = await cvat.jobs.get({ jobID: jid }); + let gtJob = null; + if (job.type === JobType.NORMAL) { + const [task] = await cvat.tasks.get({ id: tid }); + [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); + } + // navigate to correct first frame according to setup let frameNumber; if (initialFrame === null && !showDeletedFrames) { @@ -928,7 +947,14 @@ export function getJobAsync( }, }); } - const states = await job.annotations.get(frameNumber, showAllInterpolationTracks, filters); + + const GTAnnotaionsSource = gtJob ? gtJob.id : null; + let states = await job.annotations.get( + frameNumber, showAllInterpolationTracks, filters, GTAnnotaionsSource, + ); + const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); + if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); + const issues = await job.issues(); const [minZ, maxZ] = computeZRange(states); const colors = [...cvat.enums.colors]; @@ -943,6 +969,7 @@ export function getJobAsync( job, issues, states, + groundTruthStates, frameNumber, frameFilename: frameData.filename, relatedFiles: frameData.relatedFiles, diff --git a/cvat-ui/src/actions/settings-actions.ts b/cvat-ui/src/actions/settings-actions.ts index 70e980e5ce03..0e37fe7d3da5 100644 --- a/cvat-ui/src/actions/settings-actions.ts +++ b/cvat-ui/src/actions/settings-actions.ts @@ -19,6 +19,7 @@ export enum SettingsActionTypes { CHANGE_SHAPES_OUTLINED_BORDERS = 'CHANGE_SHAPES_OUTLINED_BORDERS', CHANGE_SHAPES_SHOW_PROJECTIONS = 'CHANGE_SHAPES_SHOW_PROJECTIONS', CHANGE_SHOW_UNLABELED_REGIONS = 'CHANGE_SHOW_UNLABELED_REGIONS', + CHANGE_SHOW_GROUND_TRUTH = 'CHANGE_SHOW_GROUND_TRUTH', CHANGE_FRAME_STEP = 'CHANGE_FRAME_STEP', CHANGE_FRAME_SPEED = 'CHANGE_FRAME_SPEED', SWITCH_RESET_ZOOM = 'SWITCH_RESET_ZOOM', @@ -73,6 +74,15 @@ export function changeShapesColorBy(colorBy: ColorBy): AnyAction { }; } +export function changeShowGroundTruth(showGroundTruth: boolean): AnyAction { + return { + type: SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH, + payload: { + showGroundTruth, + }, + }; +} + export function changeShapesOutlinedBorders(outlined: boolean, color: string): AnyAction { return { type: SettingsActionTypes.CHANGE_SHAPES_OUTLINED_BORDERS, diff --git a/cvat-ui/src/components/annotation-page/appearance-block.tsx b/cvat-ui/src/components/annotation-page/appearance-block.tsx index 5970f1442c05..3e9d13e6d826 100644 --- a/cvat-ui/src/components/annotation-page/appearance-block.tsx +++ b/cvat-ui/src/components/annotation-page/appearance-block.tsx @@ -14,7 +14,7 @@ import Button from 'antd/lib/button'; import ColorPicker from 'components/annotation-page/standard-workspace/objects-side-bar/color-picker'; import { ColorizeIcon } from 'icons'; -import { ColorBy, CombinedState } from 'reducers'; +import { ColorBy, CombinedState, Workspace } from 'reducers'; import { DimensionType } from 'cvat-core-wrapper'; import { collapseAppearance as collapseAppearanceAction } from 'actions/annotation-actions'; import { @@ -24,6 +24,7 @@ import { changeShapesOutlinedBorders as changeShapesOutlinedBordersAction, changeShowBitmap as changeShowBitmapAction, changeShowProjections as changeShowProjectionsAction, + changeShowGroundTruth as changeShowGroundTruthAction, } from 'actions/settings-actions'; interface StateToProps { @@ -35,6 +36,8 @@ interface StateToProps { outlineColor: string; showBitmap: boolean; showProjections: boolean; + showGroundTruth: boolean; + workspace: Workspace; jobInstance: any; } @@ -42,6 +45,7 @@ interface DispatchToProps { collapseAppearance(): void; changeShapesColorBy(event: RadioChangeEvent): void; changeShapesOpacity(value: number): void; + changeShowGroundTruth(event: CheckboxChangeEvent): void; changeSelectedShapesOpacity(value: number): void; changeShapesOutlinedBorders(outlined: boolean, color: string): void; changeShowBitmap(event: CheckboxChangeEvent): void; @@ -52,11 +56,13 @@ function mapStateToProps(state: CombinedState): StateToProps { const { annotation: { appearanceCollapsed, + workspace, job: { instance: jobInstance }, }, settings: { shapes: { colorBy, opacity, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, + showGroundTruth, }, }, } = state; @@ -70,6 +76,8 @@ function mapStateToProps(state: CombinedState): StateToProps { outlineColor, showBitmap, showProjections, + showGroundTruth, + workspace, jobInstance, }; } @@ -82,6 +90,9 @@ function mapDispatchToProps(dispatch: Dispatch): DispatchToProps { changeShapesColorBy(event: RadioChangeEvent): void { dispatch(changeShapesColorByAction(event.target.value)); }, + changeShowGroundTruth(event: CheckboxChangeEvent): void { + dispatch(changeShowGroundTruthAction(event.target.checked)); + }, changeShapesOpacity(value: number): void { dispatch(changeShapesOpacityAction(value)); }, @@ -112,8 +123,11 @@ function AppearanceBlock(props: Props): JSX.Element { outlineColor, showBitmap, showProjections, + showGroundTruth, + workspace, collapseAppearance, changeShapesColorBy, + changeShowGroundTruth, changeShapesOpacity, changeSelectedShapesOpacity, changeShapesOutlinedBorders, @@ -202,6 +216,15 @@ function AppearanceBlock(props: Props): JSX.Element { Show projections )} + {is2D && workspace === Workspace.REVIEW_WORKSPACE && ( + + Show ground truth annotations + + )}
diff --git a/cvat-ui/src/reducers/annotation-reducer.ts b/cvat-ui/src/reducers/annotation-reducer.ts index 509fd3fc0085..7914f589cb40 100644 --- a/cvat-ui/src/reducers/annotation-reducer.ts +++ b/cvat-ui/src/reducers/annotation-reducer.ts @@ -12,6 +12,7 @@ import { Canvas3d } from 'cvat-canvas3d-wrapper'; import { DimensionType } from 'cvat-core-wrapper'; import { clamp } from 'utils/math'; +import { SettingsActionTypes } from 'actions/settings-actions'; import { ActiveControl, AnnotationState, @@ -90,6 +91,7 @@ const defaultState: AnnotationState = { collapsed: {}, collapsedAll: true, states: [], + groundTruthStates: [], filters: [], resetGroupFlag: false, history: { @@ -139,6 +141,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { const { job, states, + groundTruthStates, openTime, frameNumber: number, frameFilename: filename, @@ -183,6 +186,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { annotations: { ...state.annotations, states, + groundTruthStates, filters, zLayer: { min: minZ, @@ -261,13 +265,13 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { filename, relatedFiles, states, + groundTruthStates, minZ, maxZ, curZ, delay, changeTime, } = action.payload; - return { ...state, player: { @@ -286,6 +290,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state.annotations, activatedStateID: updateActivatedStateID(states, activatedStateID), states, + groundTruthStates, zLayer: { min: minZ, max: maxZ, @@ -1091,6 +1096,11 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { return state; } + let newStates = state.annotations.states; + if (workspace !== Workspace.REVIEW_WORKSPACE) { + newStates = state.annotations.states.filter((_state: any) => !_state.isGroundTruth); + } + return { ...state, workspace, @@ -1098,6 +1108,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state.annotations, activatedStateID: null, activatedAttributeID: null, + states: newStates, }, }; } @@ -1176,6 +1187,24 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { }, }; } + case SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH: { + if (action.payload.showGroundTruth) { + return { + ...state, + annotations: { + ...state.annotations, + states: [...state.annotations.states, ...state.annotations.groundTruthStates], + }, + }; + } + return { + ...state, + annotations: { + ...state.annotations, + states: state.annotations.states.filter((_state: any) => !_state.isGroundTruth), + }, + }; + } case AnnotationActionTypes.CLOSE_JOB: case AuthActionTypes.LOGOUT_SUCCESS: { if (state.canvas.instance) { diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index 1276186c125a..a92df9aec10d 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -713,6 +713,7 @@ export interface AnnotationState { collapsed: Record; collapsedAll: boolean; states: any[]; + groundTruthStates: any[]; filters: any[]; resetGroupFlag: boolean; history: { @@ -821,6 +822,7 @@ export interface ShapesSettingsState { outlineColor: string; showBitmap: boolean; showProjections: boolean; + showGroundTruth: boolean; } export interface SettingsState { diff --git a/cvat-ui/src/reducers/settings-reducer.ts b/cvat-ui/src/reducers/settings-reducer.ts index fbc575f272c4..e732f26a7e7d 100644 --- a/cvat-ui/src/reducers/settings-reducer.ts +++ b/cvat-ui/src/reducers/settings-reducer.ts @@ -23,6 +23,7 @@ const defaultState: SettingsState = { outlineColor: '#000000', showBitmap: false, showProjections: false, + showGroundTruth: false, }, workspace: { autoSave: false, @@ -118,6 +119,15 @@ export default (state = defaultState, action: AnyAction): SettingsState => { }, }; } + case SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH: { + return { + ...state, + shapes: { + ...state.shapes, + showGroundTruth: action.payload.showGroundTruth, + }, + }; + } case SettingsActionTypes.CHANGE_SHAPES_OPACITY: { return { ...state, @@ -437,6 +447,15 @@ export default (state = defaultState, action: AnyAction): SettingsState => { }, }; } + case AnnotationActionTypes.CHANGE_WORKSPACE: { + return { + ...state, + shapes: { + ...state.shapes, + showGroundTruth: false, + }, + }; + } case AuthActionTypes.LOGOUT_SUCCESS: { return { ...defaultState }; } From bc02dcbaf1e9be01b67f171102b07321806725e7 Mon Sep 17 00:00:00 2001 From: klakhov Date: Wed, 26 Apr 2023 10:53:06 +0300 Subject: [PATCH 039/257] updated getting quality reports --- cvat-core/src/annotations.ts | 21 +++++++++------ cvat-core/src/api-implementation.ts | 14 ++++++---- cvat-core/src/quality-report.ts | 26 +++++++++++++++--- cvat-core/src/server-proxy.ts | 5 ++-- cvat-ui/src/actions/analytics-actions.ts | 27 ++++++++++++------- cvat-ui/src/components/job-item/job-item.tsx | 4 +-- .../task-analytics-page/quality/job-list.tsx | 23 +++++++++------- .../quality/mean-quality.tsx | 18 +++++-------- .../quality/task-quality-component.tsx | 2 +- 9 files changed, 86 insertions(+), 54 deletions(-) diff --git a/cvat-core/src/annotations.ts b/cvat-core/src/annotations.ts index 058b1c08f07f..5ca8b6cb184d 100644 --- a/cvat-core/src/annotations.ts +++ b/cvat-core/src/annotations.ts @@ -29,6 +29,18 @@ function getCache(sessionType) { throw new ScriptingError(`Unknown session type was received ${sessionType}`); } +function processGroundTruthAnnotations(rawAnnotations, groundTruthAnnotations) { + groundTruthAnnotations.shapes.forEach((annotation) => { annotation.is_gt = true; }); + groundTruthAnnotations.tracks.forEach((annotation) => { annotation.is_gt = true; }); + groundTruthAnnotations.tags.forEach((annotation) => { annotation.is_gt = true; }); + const result = { + shapes: [...rawAnnotations.shapes, ...groundTruthAnnotations.shapes], + tracks: [...rawAnnotations.tracks, ...groundTruthAnnotations.tracks], + tags: [...rawAnnotations.tags, ...groundTruthAnnotations.tags], + }; + return result; +} + async function getAnnotationsFromServer(session, GTAnnotaionsSource) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); @@ -37,14 +49,7 @@ async function getAnnotationsFromServer(session, GTAnnotaionsSource) { let rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); if (GTAnnotaionsSource) { const gtAnnotations = await serverProxy.annotations.getAnnotations(sessionType, GTAnnotaionsSource); - gtAnnotations.shapes.forEach(annotation => { annotation.is_gt = true; }); - gtAnnotations.tracks.forEach(annotation => { annotation.is_gt = true; }); - gtAnnotations.tags.forEach(annotation => { annotation.is_gt = true; }); - rawAnnotations = { - shapes: [...rawAnnotations.shapes, ...gtAnnotations.shapes], - tracks: [...rawAnnotations.tracks, ...gtAnnotations.tracks], - tags: [...rawAnnotations.tags, ...gtAnnotations.tags], - }; + rawAnnotations = processGroundTruthAnnotations(rawAnnotations, gtAnnotations); } // Get meta information about frames diff --git a/cvat-core/src/api-implementation.ts b/cvat-core/src/api-implementation.ts index 93bc76f6d55d..8c822684e061 100644 --- a/cvat-core/src/api-implementation.ts +++ b/cvat-core/src/api-implementation.ts @@ -25,6 +25,7 @@ import Project from './project'; import CloudStorage from './cloud-storage'; import Organization from './organization'; import Webhook from './webhook'; +import QualityReport from './quality-report'; export default function implementAPI(cvat) { cvat.plugins.list.implementation = PluginRegistry.list; @@ -339,10 +340,10 @@ export default function implementAPI(cvat) { }; cvat.analytics.quality.get.implementation = async (filter) => { - checkFilter(filter, { - taskId: isInteger, - parentId: isInteger, - }); + // checkFilter(filter, { + // taskId: isInteger, + // parentId: isInteger, + // }); // const searchParams = filterFieldsToSnakeCase(filter, ['taskId', 'parentId']); // TMP solution aka filters disabled @@ -350,10 +351,13 @@ export default function implementAPI(cvat) { if ('taskId' in filter) { updatedParams = { task_id: filter.taskId, + sort: '-created_date', + target: filter.target, }; } const reportsData = await serverProxy.analytics.quality.get(updatedParams); - return reportsData; + + return reportsData.map((report) => new QualityReport({ ...report })); }; return cvat; diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index 1212976732f5..5a57aef803a8 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -2,7 +2,7 @@ // // SPDX-License-Identifier: MIT -interface RawQualityReportData { +export interface RawQualityReportData { id?: number; parent_id?: number; task_id?: number; @@ -11,13 +11,24 @@ interface RawQualityReportData { created_date?: string; gt_last_updated?: string; summary?: { - mean_accuracy: number; + frame_count: number, + frame_share_percent: number, + conflicts_count: number, + valid_count: number, + ds_count: number, + gt_count: number }; parameters?: object; } export interface QualitySummary { - meanAccuracy: number; + frameCount: number; + frameSharePercent: number; + conflictsCount: number; + validCount: number; + dsCount: number; + gtCount: number; + accuracy: number; } export default class QualityReport { @@ -73,7 +84,14 @@ export default class QualityReport { }, summary: { get: () => ({ - meanAccuracy: data.summary.mean_accuracy, + frameCount: data.summary.frame_count, + frameSharePercent: data.summary.frame_share_percent, + conflictsCount: data.summary.conflicts_count, + validCount: data.summary.valid_count, + dsCount: data.summary.ds_count, + gtCount: data.summary.gt_count, + accuracy: data.summary.valid_count / + (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count), }), }, parameters: { diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index 299e6fb22fda..3df4cb5f16fe 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -13,7 +13,7 @@ import { SerializedAbout, SerializedShare, SerializedUserAgreement, SerializedRegister, JobsFilter, SerializedJob, } from 'server-response-types'; -import QualityReport from 'quality-report'; +import { RawQualityReportData } from 'quality-report'; import { Storage } from './storage'; import { StorageLocation, WebhookSourceType } from './enums'; import { isEmail } from './common'; @@ -2157,7 +2157,7 @@ async function receiveWebhookEvents(type: WebhookSourceType): Promise } } -async function getQualityReports(filter, pageSize = 10): Promise { +async function getQualityReports(filter): Promise { const params = enableOrganization(); const { backendAPI } = config; @@ -2166,7 +2166,6 @@ async function getQualityReports(filter, pageSize = 10): Promise createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS, { query }), + getQualityReports: (task: Task, query: QualityQuery) => ( + createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS, { query }) + ), getQualityReportsSuccess: (tasksReports: QualityReport[], jobsReports: QualityReport[]) => createAction( AnalyticsActionsTypes.GET_QUALITY_REPORTS_SUCCESS, { tasksReports, jobsReports }, ), getQualityReportsFailed: (error: any) => createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED, { error }), }; -export const getQualityReportsAsync = (query: QualityQuery): ThunkAction => ( +export const getQualityReportsAsync = (task: Task, query: QualityQuery): ThunkAction => ( async (dispatch: ActionCreator): Promise => { - dispatch(analyticsActions.getQualityReports(query)); + dispatch(analyticsActions.getQualityReports(task, query)); - const filteredQuery = filterNull(query); + // const filteredQuery = filterNull(query); try { - await cvat.analytics.quality.get(filteredQuery); + // reports are returned in order -created_date + const [taskReport] = await cvat.analytics.quality.get({ taskId: task.id, target: 'task' }); + const jobReports = await cvat.analytics.quality.get({ taskId: task.id, target: 'job' }); + const jobIds = task.jobs.map((job) => job.id); + const relevantReports: QualityReport[] = []; + jobIds.forEach((jobId: number) => { + const report = jobReports.find((_report: QualityReport) => _report.jobId === jobId); + if (report) relevantReports.push(report); + }); + + dispatch(analyticsActions.getQualityReportsSuccess(taskReport ? [taskReport] : [], relevantReports)); } catch (error) { dispatch(analyticsActions.getQualityReportsFailed(error)); - return; } - - dispatch(analyticsActions.getQualityReportsSuccess([], [])); } ); diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index 7432c07ac98f..1287b1c6dc2b 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -37,7 +37,7 @@ function JobItem(props: Props): JSX.Element { {job.type === JobType.GROUND_TRUTH ? : null } - + {`Job #${job.id}`} @@ -50,7 +50,7 @@ function JobItem(props: Props): JSX.Element { {`Started on ${created.format('MMMM Do YYYY HH:MM')}`} - + {`Duration: ${moment.duration(now.diff(created)).humanize()}`} diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 8cbcc94afef0..517f705a6c3f 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -148,18 +148,21 @@ function JobListComponent(props: Props): JSX.Element { dataIndex: 'quality', key: 'quality', className: 'cvat-job-item-quality', - render: (jobInstance: Job): JSX.Element => ( - - {jobsReports[jobInstance.id] ? jobsReports[jobInstance.id].summary.meanAccuracy : 'N/A'} - - ), + render: (jobInstance: Job): JSX.Element => { + const meanAccuracy = jobsReports[jobInstance.id]?.summary?.accuracy; + return ( + + {meanAccuracy || 'N/A'} + + ); + }, }, ]; - const data = jobs.reduce((acc: any[], job: any) => { + const data = renderedJobs.reduce((acc: any[], job: any) => { acc.push({ key: job.id, job: job.id, diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index c6054bb9768a..2530425fe598 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -21,28 +21,22 @@ interface Props { function MeanQuality(props: Props): JSX.Element { const { task } = props; - const data = { - lastUpdatedTime: moment().fromNow(), - summary: { - meanAccuracy: 85, - }, - }; + const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); - console.log(taskReport?.summary.meanAccuracy); - + const meanAccuracy = taskReport?.summary.accuracy; return (
- {data.lastUpdatedTime} + {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''}
diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index 7a65b2e9605b..29c4763d5ddc 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -26,7 +26,7 @@ function TaskQualityComponent(props: Props): JSX.Element { const query = useSelector((state: CombinedState) => state.analytics.quality.query); useEffect(() => { - dispatch(getQualityReportsAsync({ ...query, taskId: task.id })); + dispatch(getQualityReportsAsync(task, { ...query, taskId: task.id })); }, []); const gtJob = task.jobs.find((job: Job) => job.type === JobType.GROUND_TRUTH); From 59e0af76a65bb37d74744bfc6bd4bab0fc225878 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 17:58:52 +0300 Subject: [PATCH 040/257] Return included frames info for image segments --- cvat/apps/engine/serializers.py | 1 - cvat/apps/engine/views.py | 3 +-- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index be1c2b701120..6fb2b9470f79 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1303,7 +1303,6 @@ class DataMetaReadSerializer(serializers.ModelSerializer): child=serializers.IntegerField(min_value=0), allow_null=True, required=False, help_text=textwrap.dedent("""\ A list of valid frame ids. The None value means all frames are included. - Only applicable for video data. """)) class Meta: diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 2d4c4d8fd81e..7149fb011655 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1606,14 +1606,12 @@ def metadata(self, request, pk): if hasattr(db_data, 'video'): media = [db_data.video] - db_data.included_frames = db_job.segment.frames or None else: media = [f for f in db_data.images.filter( frame__gte=data_start_frame, frame__lte=data_stop_frame, ).all() - if db_job.segment.contains_frame(f.frame) ] # Filter data with segment size @@ -1625,6 +1623,7 @@ def metadata(self, request, pk): db_data.start_frame = data_start_frame db_data.stop_frame = data_stop_frame db_data.size = db_job.segment.frame_count + db_data.included_frames = db_job.segment.frames or None frame_meta = [{ 'width': item.width, From 6d4f3857a591da88219ddaa0cb7655fdc1934e00 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 18:05:46 +0300 Subject: [PATCH 041/257] Server updates --- compare_datasets.py | 21 +- .../migrations/0073_auto_20230426_1557.py | 37 + ...ename_frame_id_annotationconflict_frame.py | 18 + cvat/apps/engine/models.py | 153 +- cvat/apps/engine/quality_control.py | 1089 ++++++++++--- cvat/apps/engine/serializers.py | 38 +- cvat/apps/engine/signals.py | 25 +- cvat/apps/engine/urls.py | 1 + cvat/apps/engine/views.py | 67 +- cvat/schema.yml | 216 ++- tests/python/shared/assets/cvat_db/data.json | 1430 ----------------- 11 files changed, 1174 insertions(+), 1921 deletions(-) create mode 100644 cvat/apps/engine/migrations/0073_auto_20230426_1557.py create mode 100644 cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py diff --git a/compare_datasets.py b/compare_datasets.py index ab7c55185409..a41d18e0bb51 100644 --- a/compare_datasets.py +++ b/compare_datasets.py @@ -777,11 +777,12 @@ def distance(self, a, b): ) -def arr_div(a_arr: np.ndarray, b_arr: np.ndarray): +def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray): divisor = b_arr.copy() divisor[b_arr == 0] = 1 return a_arr / divisor + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -1236,7 +1237,7 @@ def _find_best_unmatched_distance(shape): ) ) - for gt_ann, matched_ann_id in mismatches: + for gt_ann, ds_ann in mismatches: conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1244,13 +1245,13 @@ def _find_best_unmatched_distance(shape): data={ "annotation_ids": [ self._dm_ann_to_ann_id( - matched_ann_id, ds_item, self._ds_dataset + ds_ann, ds_item, self._ds_dataset ), self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), ], "kind": MismatchingAnnotationKind.LABEL, "expected": gt_ann.label, - "actual": matched_ann_id.label, + "actual": ds_ann.label, }, ) ) @@ -1418,9 +1419,9 @@ def _find_best_unmatched_distance(shape): matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) - label_precisions = arr_div(matched_ann_counts, ds_ann_counts) - label_recalls = arr_div(matched_ann_counts, gt_ann_counts) + label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) valid_annotations_count = np.sum(matched_ann_counts) missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) @@ -1592,9 +1593,9 @@ def _set_nested_key(d, path, value): matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) - label_precisions = arr_div(matched_ann_counts, ds_ann_counts) - label_recalls = arr_div(matched_ann_counts, gt_ann_counts) + label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) valid_annotations_count = np.sum(matched_ann_counts) missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) diff --git a/cvat/apps/engine/migrations/0073_auto_20230426_1557.py b/cvat/apps/engine/migrations/0073_auto_20230426_1557.py new file mode 100644 index 000000000000..713935336370 --- /dev/null +++ b/cvat/apps/engine/migrations/0073_auto_20230426_1557.py @@ -0,0 +1,37 @@ +# Generated by Django 3.2.18 on 2023-04-26 15:57 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0072_auto_20230422_1013'), + ] + + operations = [ + migrations.RemoveField( + model_name='annotationconflict', + name='data', + ), + migrations.RemoveField( + model_name='annotationconflict', + name='message', + ), + migrations.AlterField( + model_name='annotationconflict', + name='type', + field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL')], max_length=32), + ), + migrations.CreateModel( + name='AnnotationId', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('obj_id', models.PositiveIntegerField()), + ('job_id', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), + ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='engine.annotationconflict')), + ], + ), + ] diff --git a/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py b/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py new file mode 100644 index 000000000000..b230dcfcf0f4 --- /dev/null +++ b/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-04-27 12:52 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0073_auto_20230426_1557'), + ] + + operations = [ + migrations.RenameField( + model_name='annotationconflict', + old_name='frame_id', + new_name='frame', + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index eddb558f9abc..fba0f36426dc 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -558,12 +558,24 @@ def create(self, **kwargs: Any): return super().create(**kwargs) + @transaction.atomic + def update(self, **kwargs: Any) -> int: + self._validate_constraints(kwargs) + + return super().update(**kwargs) + @transaction.atomic def get_or_create(self, *args, **kwargs: Any): self._validate_constraints(kwargs) return super().get_or_create(*args, **kwargs) + @transaction.atomic + def update_or_create(self, *args, **kwargs: Any): + self._validate_constraints(kwargs) + + return super().update_or_create(*args, **kwargs) + def _validate_constraints(self, obj: Dict[str, Any]): # Constraints can't be set on the related model fields # This method requires the save operation to be called as a transaction @@ -1013,7 +1025,7 @@ class Meta: class AnnotationConflictType(str, Enum): MISSING_ANNOTATION = 'missing_annotation' EXTRA_ANNOTATION = 'extra_annotation' - MISMATCHING_ANNOTATION = 'mismatching_annotation' + MISMATCHING_LABEL = 'mismatching_label' def __str__(self) -> str: return self.value @@ -1054,6 +1066,7 @@ class QualityReport(models.Model): parent = models.ForeignKey('self', on_delete=models.CASCADE, related_name='children', null=True, blank=True) + children: Sequence[QualityReport] created_date = models.DateTimeField(auto_now_add=True) target_last_updated = models.DateTimeField() @@ -1061,6 +1074,8 @@ class QualityReport(models.Model): data = models.JSONField() + conflicts: Sequence[AnnotationConflict] + @property def target(self) -> QualityReportTarget: if self.job: @@ -1070,102 +1085,72 @@ def target(self) -> QualityReportTarget: else: assert False + def _parse_report(self): + from cvat.apps.engine.quality_control import ComparisonReport + return ComparisonReport.from_json(self.data) + + @property + def parameters(self): + report = self._parse_report() + return report.parameters + + @property + def summary(self): + report = self._parse_report() + return report.comparison_summary + def get_task(self) -> Task: if self.task is not None: return self.task else: return self.job.segment.task - def save(self, *args, **kwargs) -> None: - self.full_clean() - return super().save(*args, **kwargs) - def clean(self): if not (self.job is not None) ^ (self.task is not None): raise ValidationError("One of the 'job' and 'task' fields must be set") - class AnnotationConflict(models.Model): report = models.ForeignKey(QualityReport, on_delete=models.CASCADE, related_name='conflicts') - frame_id = models.PositiveIntegerField() + frame = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) - message = models.CharField(max_length=1024, blank=True, default="") - data = models.JSONField() - def clean(self): - class _AnnotationType(str, Enum): - TAG = 'tag' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) + ShapeType.choices() - - class _MismatchingAnnotationConflict(models.Model): - kind = models.CharField(max_length=32, choices=MismatchingAnnotationKind.choices()) - expected = models.CharField(max_length=64, blank=True, null=True) - actual = models.CharField(max_length=64, blank=True, null=True) - - # KIND = ATTRIBUTE fields - attribute = models.CharField(max_length=64, null=True, blank=True, default=None) - - def clean(self) -> None: - if self.kind != MismatchingAnnotationKind.ATTRIBUTE: - if self.attribute is not None: - raise ValidationError( - "The 'attribute' field can only be used " - f"with the '{MismatchingAnnotationKind.ATTRIBUTE}' kind" - ) - else: - if not isinstance(self.attribute, str): - raise ValidationError("The 'attribute' field is required") - - if not self.attribute: - raise ValidationError("The 'attribute' field can not be empty") - - class _AnnotationId(models.Model): - my_id = models.AutoField(primary_key=True) # avoid name collision - id = models.PositiveIntegerField() - job_id = models.PositiveIntegerField() - type = models.CharField(max_length=32, choices=_AnnotationType.choices()) - - def _validate_annotation_ids(extra_data: Dict[str, Any], *, required_count: int): - annotation_ids = extra_data.pop('annotation_ids', None) - if annotation_ids is None: - raise ValidationError("Annotation ids must be provided") - elif not isinstance(annotation_ids, list): - raise ValidationError("Annotation ids must be a list") - else: - if len(annotation_ids) != required_count: - raise ValidationError(f"Expected exactly {required_count} annotation ids") - - for ann_id in annotation_ids: - if not isinstance(ann_id, dict): - raise ValidationError("Annotation ids must be a list of dicts") - _AnnotationId(**ann_id).full_clean() - - return annotation_ids - - if self.type == AnnotationConflictType.MISMATCHING_ANNOTATION: - if self.data is None: - raise ValidationError(f"Extra info must be provided in the 'data' field") - extra_data = self.data.copy() - - _validate_annotation_ids(extra_data, required_count=2) - - _MismatchingAnnotationConflict(**extra_data).full_clean() - - elif self.type in [ - AnnotationConflictType.EXTRA_ANNOTATION, AnnotationConflictType.MISSING_ANNOTATION - ]: - if self.data is None: - raise ValidationError(f"Extra info must be provided in the 'data' field") - extra_data = self.data.copy() - - _validate_annotation_ids(extra_data, required_count=1) + annotation_ids: Sequence[AnnotationId] - else: - raise ValidationError(f"Unknown conflict type {self.type}") + # def clean(self) -> None: + # def _validate_annotation_ids(annotation_ids: List[AnnotationId], *, required_count: int): + # if annotation_ids is None: + # raise ValueError("Annotation ids must be provided") + # elif not isinstance(annotation_ids, list): + # raise ValueError("Annotation ids must be a list") + # else: + # if len(annotation_ids) != required_count: + # raise ValueError(f"Expected exactly {required_count} annotation ids") + + # for ann_id in annotation_ids: + # if not isinstance(ann_id, dict): + # raise ValueError("Annotation ids must be a list of dicts") + # AnnotationId(data=ann_id).full_clean() + + # return annotation_ids + + # if self.type == AnnotationConflictType.MISMATCHING_LABEL: + # _validate_annotation_ids(list(self.annotation_ids), required_count=2) + + # elif self.type in [ + # AnnotationConflictType.EXTRA_ANNOTATION, AnnotationConflictType.MISSING_ANNOTATION + # ]: + # _validate_annotation_ids(list(self.annotation_ids), required_count=1) + + # else: + # raise ValueError(f"Unknown conflict type {self.type}") + + # return super().clean() + +class AnnotationId(models.Model): + conflict = models.ForeignKey(AnnotationConflict, + on_delete=models.CASCADE, related_name='annotation_ids', blank=False) + + obj_id = models.PositiveIntegerField() + job_id = models.PositiveIntegerField() + type = models.CharField(max_length=32, choices=ShapeType.choices()) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index fc21a8661c17..2b7ef847a51b 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -2,38 +2,359 @@ # # SPDX-License-Identifier: MIT -from datetime import datetime, timedelta +from __future__ import annotations +from copy import deepcopy +from datetime import timedelta + import itertools -from typing import Callable, Hashable, Iterator, List, Optional, Union, cast +import json +from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Union, cast -from attrs import asdict, define +from attrs import asdict, define, has as is_attrs_type import datumaro as dm from django.conf import settings -import django_rq from django.db import transaction +from django.utils import timezone +import django_rq import numpy as np from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, GetCVATDataExtractor, JobData) from cvat.apps.dataset_manager.formats.registry import dm_env -from cvat.apps.profiler import silk_profile +from cvat.apps.engine import models +from cvat.apps.engine.models import AnnotationConflictType, ShapeType + + +class _Serializable: + def _value_serializer(self, t, attr, v): + if isinstance(v, _Serializable): + return v.to_dict() + elif is_attrs_type(type(v)): + return asdict(v, value_serializer=self._value_serializer) + elif not isinstance(self, type(t)) and isinstance(t, _Serializable): + return t._value_serializer(t, attr, v) + else: + return v -from .models import (JobType, QualityReport, AnnotationConflict, - AnnotationConflictType, Job, MismatchingAnnotationKind, Task) + def to_dict(self) -> dict: + return asdict(self, value_serializer=self._value_serializer) @define(kw_only=True) -class AnnotationId: - # TODO: think if uuids can be provided - type: str - id: int +class AnnotationId(_Serializable): + obj_id: int job_id: int + type: ShapeType + + def _value_serializer(self, t, attr, v): + if isinstance(v, ShapeType): + return str(v) + else: + return super()._value_serializer(t, attr, v) + + @classmethod + def from_dict(cls, d): + return cls( + obj_id=d['obj_id'], + job_id=d['job_id'], + type=ShapeType(d['type']), + ) + +@define(kw_only=True) +class AnnotationConflict(_Serializable): + frame_id: int + type: AnnotationConflictType + annotation_ids: List[AnnotationId] + + def _value_serializer(self, t, attr, v): + if isinstance(v, AnnotationConflictType): + return str(v) + else: + return super()._value_serializer(t, attr, v) + + @classmethod + def from_dict(cls, d): + return cls( + frame_id=d['frame_id'], + type=AnnotationConflictType(d['type']), + annotation_ids=list(AnnotationId.from_dict(v) for v in d['annotation_ids']) + ) + + +@define(kw_only=True) +class ComparisonReportParameters(_Serializable): + included_annotation_types: List[str] + ignored_attributes: List[str] + iou_threshold: float + + @classmethod + def from_dict(cls, d): + return cls( + included_annotation_types=d['included_annotation_types'], + ignored_attributes=d['ignored_attributes'], + iou_threshold=d['iou_threshold'], + ) + + +@define(kw_only=True) +class ConfusionMatrix(_Serializable): + labels: List[str] + rows: np.array + precision: np.array + recall: np.array + accuracy: np.array + + @property + def axes(self): + return dict(cols='gt', rows='ds') + + def _value_serializer(self, t, attr, v): + if isinstance(v, np.ndarray): + return v.tolist() + else: + return super()._value_serializer(t, attr, v) + + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['axes'] + }) + return result + + @classmethod + def from_dict(cls, d): + return cls( + labels=d['labels'], + rows=np.asarray(d['rows']), + precision=np.asarray(d['precision']), + recall=np.asarray(d['recall']), + accuracy=np.asarray(d['accuracy']), + ) + + +@define(kw_only=True) +class ComparisonReportAnnotationsSummary(_Serializable): + valid_count: int + missing_count: int + extra_count: int + total_count: int + ds_count: int + gt_count: int + confusion_matrix: ConfusionMatrix + + @property + def accuracy(self) -> float: + return self.valid_count / (self.total_count or 1) + + @property + def precision(self) -> float: + return self.valid_count / (self.ds_count or 1) + + @property + def recall(self) -> float: + return self.valid_count / (self.gt_count or 1) + + def accumulate(self, other: ComparisonReportAnnotationsSummary): + for field in [ + 'valid_count', 'missing_count', 'extra_count', 'total_count', 'ds_count', 'gt_count' + ]: + setattr(self, field, getattr(self, field) + getattr(other, field)) + + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['accuracy', 'precision', 'recall'] + }) + return result + + @classmethod + def from_dict(cls, d): + return cls( + valid_count=d['valid_count'], + missing_count=d['missing_count'], + extra_count=d['extra_count'], + total_count=d['total_count'], + ds_count=d['ds_count'], + gt_count=d['gt_count'], + confusion_matrix=ConfusionMatrix.from_dict(d['confusion_matrix']) + ) + + +@define(kw_only=True) +class ComparisonReportAnnotationShapeSummary(_Serializable): + valid_count: int + missing_count: int + extra_count: int + total_count: int + ds_count: int + gt_count: int + mean_iou: float + + @property + def accuracy(self) -> float: + return self.valid_count / (self.total_count or 1) + + def accumulate(self, other: ComparisonReportAnnotationShapeSummary): + for field in [ + 'valid_count', 'missing_count', 'extra_count', 'total_count', 'ds_count', 'gt_count' + ]: + setattr(self, field, getattr(self, field) + getattr(other, field)) def to_dict(self) -> dict: - return asdict(self) + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['accuracy'] + }) + return result + + @classmethod + def from_dict(cls, d): + return cls( + valid_count=d['valid_count'], + missing_count=d['missing_count'], + extra_count=d['extra_count'], + total_count=d['total_count'], + ds_count=d['ds_count'], + gt_count=d['gt_count'], + mean_iou=d['mean_iou'], + ) +@define(kw_only=True) +class ComparisonReportAnnotationLabelSummary(_Serializable): + valid_count: int + invalid_count: int + total_count: int + + @property + def accuracy(self) -> float: + return self.valid_count / (self.total_count or 1) + + def accumulate(self, other: ComparisonReportAnnotationLabelSummary): + for field in ['valid_count', 'total_count', 'invalid_count']: + setattr(self, field, getattr(self, field) + getattr(other, field)) + + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['accuracy'] + }) + return result + + @classmethod + def from_dict(cls, d): + return cls( + valid_count=d['valid_count'], + invalid_count=d['invalid_count'], + total_count=d['total_count'], + ) + +@define(kw_only=True) +class QualityReportAnnotationComponentsSummary(_Serializable): + shape: ComparisonReportAnnotationShapeSummary + label: ComparisonReportAnnotationLabelSummary + + def accumulate(self, other: QualityReportAnnotationComponentsSummary): + self.shape.accumulate(other.shape) + self.label.accumulate(other.label) + + @classmethod + def from_dict(cls, d): + return cls( + shape=ComparisonReportAnnotationShapeSummary.from_dict(d['shape']), + label=ComparisonReportAnnotationLabelSummary.from_dict(d['label']), + ) + + +@define(kw_only=True) +class ComparisonReportComparisonSummary(_Serializable): + frame_share_percent: float + frames: List[str] + + conflict_count: int + mean_conflict_count: float + + annotations: ComparisonReportAnnotationsSummary + annotation_components: QualityReportAnnotationComponentsSummary + + @property + def frame_count(self) -> int: + return len(self.frames) + + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['frame_count'] + }) + return result + + @classmethod + def from_dict(cls, d): + return cls( + frame_share_percent=d['frame_share_percent'], + frames=list(d['frames']), + conflict_count=d['conflict_count'], + mean_conflict_count=d['mean_conflict_count'], + annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), + annotation_components=QualityReportAnnotationComponentsSummary.from_dict(d['annotation_components']), + ) + + +@define(kw_only=True) +class ComparisonReportDatasetSummary(_Serializable): + frame_count: int + shape_count: int + + @classmethod + def from_dict(cls, d): + return cls( + frame_count=d['frame_count'], + shape_count=d['shape_count'], + ) + + +@define(kw_only=True) +class ComparisonReport(_Serializable): + parameters: ComparisonReportParameters + comparison_summary: ComparisonReportComparisonSummary + dataset_summary: ComparisonReportDatasetSummary + conflicts: List[AnnotationConflict] + + @property + def conflicts_count(self) -> int: + return len(self.conflicts) + + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['conflicts_count'] + }) + return result + + @classmethod + def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: + return cls( + parameters=ComparisonReportParameters.from_dict(d['parameters']), + comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), + dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), + conflicts=list(AnnotationConflict.from_dict(v) for v in d['conflicts']), + ) + + def to_json(self) -> str: + class _JSONEncoder(json.JSONEncoder): + def default(self, o: Any) -> Any: + if isinstance(o, (np.ndarray, np.number)): + return o.tolist() + else: + return super().default(o) + + return json.dumps(self.to_dict(), cls=_JSONEncoder) + + @classmethod + def from_json(cls, data: str) -> ComparisonReport: + return cls.from_dict(json.loads(data)) + class JobDataProvider: @transaction.atomic def __init__(self, job_id: int) -> None: @@ -55,8 +376,8 @@ def dm_item_id_to_frame_id(self, item_id: str) -> int: def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) - ann_type = 'tag' if isinstance(ann, CommonData.Tag) else source_ann.type - return AnnotationId(id=source_ann.id, type=ann_type, job_id=self.job_id) + ann_type = ShapeType(source_ann.type) + return AnnotationId(obj_id=source_ann.id, type=ann_type, job_id=self.job_id) class _MemoizingAnnotationConverterFactory: @@ -102,26 +423,7 @@ def _convert_shape(self, shape, *, index): return converted -@transaction.atomic -def _save_report_to_db( - report: QualityReport, conflicts: List[AnnotationConflict] -)-> QualityReport: - report.full_clean() - report.save() - - for c in conflicts: - c.report = report - - if annotation_ids := c.data.get('annotation_ids'): - c.data['annotation_ids'] = [a.to_dict() for a in annotation_ids] - c.full_clean() - - AnnotationConflict.objects.bulk_create(conflicts) - - return report - - -def OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): +def _OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): """ Object Keypoint Similarity metric. https://cocodataset.org/#keypoints-eval @@ -161,7 +463,7 @@ def distance(self, a, b): if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: return 0 bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) - return OKS( + return _OKS( a, b, sigma=self.sigma, @@ -170,6 +472,11 @@ def distance(self, a, b): ) +def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray) -> np.ndarray: + divisor = b_arr.copy() + divisor[b_arr == 0] = 1 + return a_arr / divisor + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -185,6 +492,22 @@ def __init__( self.included_ann_types = included_ann_types self.return_distances = return_distances + def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): + return dm.ops.max_bbox( + a.get_bbox() if isinstance(a, dm.Skeleton) else a + for a in instance_anns + if hasattr(a, 'get_bbox') + and not a.attributes.get('outside', False) + ) + + @staticmethod + def _get_ann_type(t, item): + return [ + a for a in item.annotations + if a.type == t + and not a.attributes.get('outside', False) + ] + def _match_ann_type(self, t, *args): if t not in self.included_ann_types: return None @@ -251,11 +574,7 @@ def match_points(self, item_a, item_b): for s in [item_a.annotations, item_b.annotations]: s_instances = dm.ops.find_instances(s) for instance_group in s_instances: - instance_bbox = dm.ops.max_bbox( - a.get_bbox() if isinstance(a, dm.Skeleton) else a - for a in instance_group - if hasattr(a, 'get_bbox') - ) + instance_bbox = self._instance_bbox(instance_group) for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] @@ -339,6 +658,11 @@ def match_skeletons(self, item_a, item_b): # no per-point attributes currently in CVAT ) + if all(v == dm.Points.Visibility.absent for v in merged_points.visibility): + # The whole skeleton is outside, exclude it + skeleton_map[id(skeleton)] = None + continue + points_map[id(merged_points)] = skeleton skeleton_map[id(skeleton)] = merged_points source_points.append(merged_points) @@ -346,15 +670,12 @@ def match_skeletons(self, item_a, item_b): instance_map = {} for source in [item_a.annotations, item_b.annotations]: for instance_group in dm.ops.find_instances(source): - instance_bbox = dm.ops.max_bbox( - a.get_bbox() if isinstance(a, dm.Skeleton) else a - for a in instance_group - if hasattr(a, 'get_bbox') - ) + instance_bbox = self._instance_bbox(instance_group) instance_group = [ skeleton_map[id(a)] if isinstance(a, dm.Skeleton) else a for a in instance_group + if not isinstance(a, dm.Skeleton) or skeleton_map[id(a)] is not None ] for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] @@ -413,6 +734,7 @@ def memoizing_distance(a, b): return memoizing_distance, distances + class _Comparator: def __init__(self, categories: dm.CategoriesInfo): self.ignored_attrs = [ @@ -420,6 +742,8 @@ def __init__(self, categories: dm.CategoriesInfo): "keyframe", # indicates the way annotation obtained, meaningless to compare "z_order", # TODO: compare relative or 'visible' z_order "group", # TODO: changes from task to task. But must be compared for existence + "rotation", # should be handled by other means + "outside", # should be handled by other means ] self.included_ann_types = [ dm.AnnotationType.bbox, @@ -430,7 +754,7 @@ def __init__(self, categories: dm.CategoriesInfo): dm.AnnotationType.skeleton, ] self._annotation_comparator = _DistanceComparator( - categories, included_ann_types=self.included_ann_types, return_distances=False, + categories, included_ann_types=self.included_ann_types, return_distances=True, ) def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): @@ -464,201 +788,381 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): def match_annotations(self, item_a, item_b): return self._annotation_comparator.match_annotations(item_a, item_b) -class DatasetComparator: + +class _DatasetComparator: def __init__(self, - this_job_data_provider: JobDataProvider, - gt_job_data_provider: JobDataProvider + ds_data_provider: JobDataProvider, + gt_data_provider: JobDataProvider, ) -> None: - self._this_job_data_provider = this_job_data_provider - self._gt_job_data_provider = gt_job_data_provider - self._this_job_dataset = self._this_job_data_provider.dm_dataset - self._gt_job_dataset = self._gt_job_data_provider.dm_dataset - self._comparator = _Comparator(self._gt_job_dataset.categories()) + self._ds_data_provider = ds_data_provider + self._gt_data_provider = gt_data_provider + self._ds_dataset = self._ds_data_provider.dm_dataset + self._gt_dataset = self._gt_data_provider.dm_dataset - def _iterate_datasets(self) -> Iterator: - for gt_item in self._gt_job_dataset: - this_item = self._this_job_dataset.get(gt_item.id) - if not this_item: - continue # we need to compare only intersecting frames + self._frame_results = {} - yield this_item, gt_item + self.comparator = _Comparator(self._gt_dataset.categories()) + self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set - def find_gt_conflicts(self) -> List[AnnotationConflict]: - conflicts = [] - - for this_item, gt_item in self._iterate_datasets(): - frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) - frame_results = self._comparator.match_annotations(gt_item, this_item) + def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: + return self._gt_data_provider.dm_item_id_to_frame_id(item.id) - conflicts.extend(self._generate_frame_annotation_conflicts(frame_id, frame_results)) + def _dm_ann_to_ann_id(self, ann: dm.Annotation, dataset: dm.Dataset): + if dataset is self._ds_dataset: + source_data_provider = self._ds_data_provider + elif dataset is self._gt_dataset: + source_data_provider = self._gt_data_provider + else: + assert False - return conflicts + return source_data_provider.dm_ann_to_ann_id(ann) - def find_frame_gt_conflicts(self, frame_id: int) -> List[AnnotationConflict]: - conflicts = [] + def _find_gt_conflicts(self): + ds_job_dataset = self._ds_dataset + gt_job_dataset = self._gt_dataset - for this_item, gt_item in self._iterate_datasets(): - _frame_id = self._gt_job_data_provider.dm_item_id_to_frame_id(this_item.id) - if frame_id != _frame_id: - # TODO: find more optimal way - continue + for gt_item in gt_job_dataset: + ds_item = ds_job_dataset.get(gt_item.id) + if not ds_item: + continue # we need to compare only intersecting frames - frame_results = self._comparator.match_annotations(gt_item, this_item) + self._process_frame(ds_item, gt_item) - conflicts.extend(self._generate_frame_annotation_conflicts(_frame_id, frame_results)) + def _process_frame(self, ds_item, gt_item): + frame_id = self._dm_item_to_frame_id(ds_item) + if self.included_frames is not None and frame_id not in self.included_frames: + return - break + frame_results = self.comparator.match_annotations(gt_item, ds_item) + self._frame_results.setdefault(frame_id, {}) - return conflicts + self._generate_frame_annotation_conflicts(frame_id, frame_results) def _generate_frame_annotation_conflicts( - self, frame_id: int, frame_results + self, frame_id: str, frame_results, ) -> List[AnnotationConflict]: conflicts = [] - merged_results = [[], [], [], []] - for shape_type in [ - dm.AnnotationType.bbox, dm.AnnotationType.mask, - dm.AnnotationType.points, dm.AnnotationType.polygon, dm.AnnotationType.polyline - ]: - for merged_field, field in zip(merged_results, frame_results[shape_type]): + merged_results = [[], [], [], [], {}] + for shape_type in self.comparator.included_ann_types: + for merged_field, field in zip(merged_results, frame_results[shape_type][:-1]): merged_field.extend(field) - matches, mismatches, gt_unmatched, this_unmatched = merged_results + merged_results[-1].update(frame_results[shape_type][-1]) - for unmatched_ann in gt_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISSING_ANNOTATION, - data={ - 'annotation_ids': [ - self._gt_job_data_provider.dm_ann_to_ann_id(unmatched_ann) - ] - }, - )) + matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results - for unmatched_ann in this_unmatched: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.EXTRA_ANNOTATION, - data={ - 'annotation_ids': [ - self._this_job_data_provider.dm_ann_to_ann_id(unmatched_ann) - ] - }, - )) + def _get_distance(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: + return pairwise_distances.get((id(gt_ann), id(ds_ann))) - for gt_ann, this_ann in mismatches: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._this_job_data_provider.dm_ann_to_ann_id(this_ann), - self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), - ], - 'kind': MismatchingAnnotationKind.LABEL, - 'expected': gt_ann.label, - 'actual': this_ann.label, - }, - )) + _matched_shapes = set( + id(shape) + for shape_pair in itertools.chain(matches, mismatches) + for shape in shape_pair + ) - for gt_ann, this_ann in matches: - # Datumaro wont match attributes - _, attr_mismatches, attr_gt_extra, attr_this_extra = \ - self._comparator.match_attrs(gt_ann, this_ann) + def _find_closest_unmatched_shape(shape: dm.Annotation): + this_shape_id = id(shape) - for mismatched_attr in attr_mismatches: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._this_job_data_provider.dm_ann_to_ann_id(this_ann), - self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': gt_ann.attributes[mismatched_attr], - 'actual': this_ann.attributes[mismatched_attr], - }, - )) - - for extra_attr in attr_gt_extra: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._this_job_data_provider.dm_ann_to_ann_id(this_ann), - self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': gt_ann.attributes[extra_attr], - 'actual': None, - }, - )) - - for extra_attr in attr_this_extra: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - 'annotation_ids': [ - self._this_job_data_provider.dm_ann_to_ann_id(this_ann), - self._gt_job_data_provider.dm_ann_to_ann_id(gt_ann), - ], - 'kind': MismatchingAnnotationKind.ATTRIBUTE, - 'attribute': mismatched_attr, - 'expected': None, - 'actual': this_ann.attributes[extra_attr], - }, - )) + this_shape_distances = [] - return conflicts + for (gt_shape_id, ds_shape_id), dist in pairwise_distances.items(): + if gt_shape_id == this_shape_id: + other_shape_id = ds_shape_id + elif ds_shape_id == this_shape_id: + other_shape_id = gt_shape_id + else: + continue + this_shape_distances.append((other_shape_id, dist)) -def _create_report(this_job: Job, gt_job: Job, conflicts: List[AnnotationConflict]): - report = QualityReport( - job=this_job, - target_last_updated=this_job.updated_date, - gt_last_updated=gt_job.updated_date, + matched_ann, distance = max(this_shape_distances, key=lambda v: v[1], default=(None, 0)) + return matched_ann, distance - # TODO: refactor, add real data - data=dict( - parameters=dict(), + for unmatched_ann in gt_unmatched: + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISSING_ANNOTATION, + annotation_ids=[ + self._dm_ann_to_ann_id(unmatched_ann, self._gt_dataset) + ], + ) + ) - intersection_results=dict( - frame_count=0, - frame_share_percent=0, - frames=[], + for unmatched_ann in ds_unmatched: + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.EXTRA_ANNOTATION, + annotation_ids=[ + self._dm_ann_to_ann_id(unmatched_ann, self._ds_dataset) + ], + ) + ) - error_count=len(conflicts), - mean_error_count=0, - mean_accuracy=0, + for gt_ann, ds_ann in mismatches: + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_LABEL, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + ) ) - ) - ) - return report + resulting_distances = [ + _get_distance(gt_ann, ds_ann) + for gt_ann, ds_ann in itertools.chain(matches, mismatches) + ] + + for unmatched_ann in itertools.chain(gt_unmatched, ds_unmatched): + matched_ann_id, distance = _find_closest_unmatched_shape(unmatched_ann) + if matched_ann_id is not None: + _matched_shapes.add(matched_ann_id) + resulting_distances.append(distance) + + mean_iou = np.mean(resulting_distances) + + valid_shapes_count = len(matches) + len(mismatches) + missing_shapes_count = len(gt_unmatched) + extra_shapes_count = len(ds_unmatched) + total_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) + len(ds_unmatched) + ds_shapes_count = len(matches) + len(mismatches) + len(ds_unmatched) + gt_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) + + valid_labels_count = len(matches) + invalid_labels_count = len(mismatches) + total_labels_count = valid_labels_count + invalid_labels_count + + confusion_matrix_labels = { + i: label.name + for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) + if not label.parent + } + confusion_matrix_labels[None] = 'unmatched' + confusion_matrix_labels_rmap = { + k: i for i, k in enumerate(confusion_matrix_labels.keys()) + } + confusion_matrix_label_count = len(confusion_matrix_labels) + confusion_matrix = np.zeros( + (confusion_matrix_label_count, confusion_matrix_label_count), dtype=int + ) + for gt_ann, ds_ann in itertools.chain( + # fully matched annotations - shape, label, attributes + matches, + mismatches, + zip(itertools.repeat(None), ds_unmatched), + zip(gt_unmatched, itertools.repeat(None)), + ): + # TODO: separate keys and displayed labels + ds_label_idx = confusion_matrix_labels_rmap[ds_ann.label if ds_ann else ds_ann] + gt_label_idx = confusion_matrix_labels_rmap[gt_ann.label if gt_ann else gt_ann] + confusion_matrix[ds_label_idx, gt_label_idx] += 1 + + matched_ann_counts = np.diag(confusion_matrix) + ds_ann_counts = np.sum(confusion_matrix, axis=1) + gt_ann_counts = np.sum(confusion_matrix, axis=0) + label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) + + valid_annotations_count = np.sum(matched_ann_counts) + missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) + extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + total_annotations_count = np.sum(confusion_matrix) + ds_annotations_count = np.sum(ds_ann_counts) + gt_annotations_count = np.sum(gt_ann_counts) + + self._frame_results.setdefault(frame_id, {}).update( + error_count=len(conflicts), + annotations=dict( + valid_count=valid_annotations_count, + missing_count=missing_annotations_count, + extra_count=extra_annotations_count, + total_count=total_annotations_count, + ds_count=ds_annotations_count, + gt_count=gt_annotations_count, + accuracy=valid_annotations_count / (total_annotations_count or 1), + precision=valid_annotations_count / (ds_annotations_count or 1), + recall=valid_annotations_count / (gt_annotations_count or 1), + confusion_matrix=dict( + labels=list(confusion_matrix_labels.values()), + axes=dict( + cols='gt', + rows='ds' + ), + rows=confusion_matrix, + precision=label_precisions, + recall=label_recalls, + accuracy=label_accuracies, + ) + ), + annotation_element=dict( + shape=dict( + valid_count=valid_shapes_count, + missing_count=missing_shapes_count, + extra_count=extra_shapes_count, + total_count=total_shapes_count, + ds_count=ds_shapes_count, + gt_count=gt_shapes_count, + accuracy=valid_shapes_count / (total_shapes_count or 1), + mean_iou=mean_iou, + ), + label=dict( + valid_count=valid_labels_count, + invalid_count=invalid_labels_count, + total_count=total_labels_count, + accuracy=valid_labels_count / (total_labels_count or 1), + ), + ), + errors=conflicts.copy(), + ) + return conflicts -@silk_profile() -def find_gt_conflicts( - this_job: Job, gt_job: Job, *, frame_id: Optional[int] = None -) -> QualityReport: - this_job_data_provider = JobDataProvider(this_job.pk) - gt_job_data_provider = JobDataProvider(gt_job.pk) + def generate_report(self) -> ComparisonReport: + self._find_gt_conflicts() + + def _get_nested_key(d, path): + for k in path: + d = d[k] + return d + + def _set_nested_key(d, path, value): + for k in path[:-1]: + d = d.setdefault(k, {}) + d[path[-1]] = value + return d + + full_ds_comparable_shapes_count = 0 + full_ds_comparable_attributes_count = 0 + for item in self._ds_dataset: + for ann in item.annotations: + if ann.type not in self.comparator.included_ann_types: + continue + + full_ds_comparable_attributes_count += len( + set(ann.attributes).difference(self.comparator.ignored_attrs) + ) + full_ds_comparable_shapes_count += 1 + + # accumulate stats + intersection_frames = [] + summary = {} + mean_ious = [] + for frame_id, frame_result in self._frame_results.items(): + intersection_frames.append(frame_id) + + for path in [ + ["annotation_element", "shape", "valid_count"], + ["annotation_element", "shape", "missing_count"], + ["annotation_element", "shape", "extra_count"], + ["annotation_element", "shape", "total_count"], + ["annotation_element", "shape", "ds_count"], + ["annotation_element", "shape", "gt_count"], + + ["annotation_element", "label", "valid_count"], + ["annotation_element", "label", "invalid_count"], + ["annotation_element", "label", "total_count"], + + ["annotations", "confusion_matrix", "rows"], + ["error_count"], + ]: + frame_value = _get_nested_key(frame_result, path) + try: + summary_value = _get_nested_key(summary, path) + _set_nested_key(summary, path, frame_value + summary_value) + except KeyError: + _set_nested_key(summary, path, frame_value) + + mean_ious.append(frame_result["annotation_element"]["shape"]["mean_iou"]) + + confusion_matrix_labels = { + i: label.name + for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) + if not label.parent + } + confusion_matrix_labels[None] = 'unmatched' + confusion_matrix_labels_rmap = { + k: i for i, k in enumerate(confusion_matrix_labels.keys()) + } + confusion_matrix = _get_nested_key(summary, ["annotations", "confusion_matrix", "rows"]) + matched_ann_counts = np.diag(confusion_matrix) + ds_ann_counts = np.sum(confusion_matrix, axis=1) + gt_ann_counts = np.sum(confusion_matrix, axis=0) + label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) + label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) + + valid_annotations_count = np.sum(matched_ann_counts) + missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) + extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + total_annotations_count = np.sum(confusion_matrix) + ds_annotations_count = np.sum(ds_ann_counts) + gt_annotations_count = np.sum(gt_ann_counts) + + mean_error_count = summary["error_count"] / len(intersection_frames) + + return ComparisonReport( + parameters=ComparisonReportParameters( + included_annotation_types=[t.name for t in self.comparator.included_ann_types], + iou_threshold=self.comparator._annotation_comparator.iou_threshold, + ignored_attributes=self.comparator.ignored_attrs, + ), + + comparison_summary=ComparisonReportComparisonSummary( + frame_share_percent=len(intersection_frames) / (len(self._ds_dataset) or 1), + frames=intersection_frames, + + conflict_count=summary["error_count"], + mean_conflict_count=mean_error_count, + + annotations=ComparisonReportAnnotationsSummary( + valid_count=valid_annotations_count, + missing_count=missing_annotations_count, + extra_count=extra_annotations_count, + total_count=total_annotations_count, + ds_count=ds_annotations_count, + gt_count=gt_annotations_count, + confusion_matrix=ConfusionMatrix( + labels=list(confusion_matrix_labels.values()), + rows=confusion_matrix, + precision=label_precisions, + recall=label_recalls, + accuracy=label_accuracies, + ) + ), + + annotation_components=QualityReportAnnotationComponentsSummary( + shape=ComparisonReportAnnotationShapeSummary( + valid_count=_get_nested_key(summary, ["annotation_element", "shape", "valid_count"]), + missing_count=_get_nested_key(summary, ["annotation_element", "shape", "missing_count"]), + extra_count=_get_nested_key(summary, ["annotation_element", "shape", "extra_count"]), + total_count=_get_nested_key(summary, ["annotation_element", "shape", "total_count"]), + ds_count=_get_nested_key(summary, ["annotation_element", "shape", "ds_count"]), + gt_count=_get_nested_key(summary, ["annotation_element", "shape", "gt_count"]), + mean_iou=np.mean(mean_ious), + ), + label=ComparisonReportAnnotationLabelSummary( + valid_count=_get_nested_key(summary, ["annotation_element", "label", "valid_count"]), + invalid_count=_get_nested_key(summary, ["annotation_element", "label", "invalid_count"]), + total_count=_get_nested_key(summary, ["annotation_element", "label", "total_count"]), + ), + ), + ), - comparator = DatasetComparator(this_job_data_provider, gt_job_data_provider) - if frame_id is not None: - conflicts = comparator.find_frame_gt_conflicts(frame_id=frame_id) - else: - conflicts = comparator.find_gt_conflicts() + dataset_summary=ComparisonReportDatasetSummary( + frame_count=len(self._ds_dataset), + shape_count=full_ds_comparable_shapes_count, + ), - report = _create_report(this_job, gt_job, conflicts) - return _save_report_to_db(report, conflicts) + conflicts=list(itertools.chain.from_iterable( + r["errors"] for r in self._frame_results.values() + )) + ) class QueueJobManager: @@ -668,19 +1172,20 @@ class QueueJobManager: def _get_scheduler(self): return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) - def _make_initial_queue_job_id(self, task: Task) -> str: + def _make_initial_queue_job_id(self, task: models.Task) -> str: return f'{self._QUEUE_JOB_PREFIX}{task.id}-initial' - def _make_regular_queue_job_id(self, task: Task, start_time: datetime) -> str: + def _make_regular_queue_job_id(self, task: models.Task, start_time: timezone.datetime) -> str: return f'{self._QUEUE_JOB_PREFIX}{task.id}-{start_time.timestamp()}' - def _get_last_report_time(self, task: Task) -> Optional[datetime]: - report = QualityReport.objects.filter(task=task).order_by('-created_date').first() + @classmethod + def _get_last_report_time(cls, task: models.Task) -> Optional[timezone.datetime]: + report = models.QualityReport.objects.filter(task=task).order_by('-created_date').first() if report: return report.created_date return None - def schedule_quality_check_job(self, task: Task): + def schedule_quality_check_job(self, task: models.Task): # This function schedules a report computing job in the queue # The queue work algorithm is lock-free. It has and should keep the following properties: # - job names are stable between potential writers @@ -695,29 +1200,27 @@ def schedule_quality_check_job(self, task: Task): if last_update_time is None: # Report has never been computed queue_job_id = self._make_initial_queue_job_id(task) - elif ( - next_update_time := last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY - ) <= task.updated_date: - queue_job_id = self._make_regular_queue_job_id(task, next_update_time) else: - queue_job_id = None + # Ensure there is an updating job in the queue + next_update_time = last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY + queue_job_id = self._make_regular_queue_job_id(task, next_update_time) scheduler = self._get_scheduler() if queue_job_id not in scheduler: scheduler.enqueue_at( task.updated_date + self.TASK_QUALITY_CHECK_JOB_DELAY, - self._update_task_quality_metrics_callback, + self._update_task_quality_metrics, task_id=task.id, job_id=queue_job_id, ) @classmethod - def _update_task_quality_metrics_callback(cls, *, task_id: int): + def _update_task_quality_metrics(cls, *, task_id: int): with transaction.atomic(): # The task could have been deleted during scheduling try: - task = Task.objects.prefetch_related('segment_set__job_set').get(id=task_id) - except Task.DoesNotExist: + task = models.Task.objects.prefetch_related('segment_set__job_set').get(id=task_id) + except models.Task.DoesNotExist: return # The GT job could have been removed during scheduling @@ -733,52 +1236,132 @@ def _update_task_quality_metrics_callback(cls, *, task_id: int): gt_job = task.gt_job gt_job_data_provider = JobDataProvider(gt_job.id) - jobs = [ + jobs: List[models.Job] = [ s.job_set.first() - for s in task.segment_set.filter(job__type=JobType.NORMAL).all() + for s in task.segment_set.filter(job__type=models.JobType.NORMAL).all() ] job_data_providers = { job.id: JobDataProvider(job.id) for job in jobs } - job_reports = {} + job_comparison_reports: Dict[int, ComparisonReport] = {} for job in jobs: job_data_provider = job_data_providers[job.id] - comparator = DatasetComparator(job_data_provider, gt_job_data_provider) - conflicts = comparator.find_gt_conflicts() - report = _create_report(job, gt_job, conflicts) - job_reports[job.id] = (report, conflicts) - - # TODO: is it a separate report (the task dataset can be different from any jobs' dataset - # because of frame overlaps) or a combined summary report? - task_report = QualityReport( - task=task, - target_last_updated=task.updated_date, - gt_last_updated=gt_job.updated_date, - - # TODO: refactor, add real data - data=dict( - parameters=dict(), - - intersection_results=dict( - frame_count=0, - frame_share_percent=0, - frames=[], - - error_count=len(conflicts), - mean_error_count=0, - mean_accuracy=0, - ) - ) - ) + comparator = _DatasetComparator(job_data_provider, gt_job_data_provider) + job_comparison_reports[job.id] = comparator.generate_report() + + # The task dataset can be different from any jobs' dataset because of frame overlaps + # between jobs, from which annotations are merged to get the task annotations. + # Thus, a separate report could be computed for the task. Instead, here we only + # compute combined summary for job reports. + task_intersection_frames = set() task_conflicts = [] + task_shapes_count = 0 + task_annotations_summary = None + task_ann_components_summary = None + task_mean_shape_ious = [] + for r in job_comparison_reports.values(): + task_intersection_frames.update(r.comparison_summary.frames) + task_conflicts.extend(r.conflicts) + task_shapes_count += r.dataset_summary.shape_count + + if task_annotations_summary: + task_annotations_summary.accumulate(r.comparison_summary.annotations) + else: + task_annotations_summary = deepcopy(r.comparison_summary.annotations) + + if task_ann_components_summary: + task_ann_components_summary.accumulate(r.comparison_summary.annotation_components) + else: + task_ann_components_summary = deepcopy(r.comparison_summary.annotation_components) + task_mean_shape_ious.append(task_ann_components_summary.shape.mean_iou) + + task_ann_components_summary.shape.mean_iou = np.mean(task_mean_shape_ious) + + task_report_data = ComparisonReport( + parameters=next(iter(job_comparison_reports.values())).parameters, + + comparison_summary=ComparisonReportComparisonSummary( + frame_share_percent=len(task_intersection_frames) / (task.data.size or 1), + frames=sorted(task_intersection_frames), + + conflict_count=len(task_conflicts), + mean_conflict_count=len(task_conflicts) / (task.data.size or 1), + + annotations=task_annotations_summary, + annotation_components=task_ann_components_summary, + ), + + dataset_summary=ComparisonReportDatasetSummary( + frame_count=task.data.size, + shape_count=task_shapes_count + ), + + conflicts=task_conflicts + ) with transaction.atomic(): # The task could have been deleted during processing try: - Task.objects.get(id=task_id) - except Task.DoesNotExist: + models.Task.objects.get(id=task_id) + except models.Task.DoesNotExist: + return + + last_report_time = cls._get_last_report_time(task) + if (last_report_time + and timezone.now() < last_report_time + cls.TASK_QUALITY_CHECK_JOB_DELAY + ): + # Discard this report as it has probably been computed in parallel + # with another one return - for job_report, job_conflicts in job_reports.values(): - _save_report_to_db(job_report, job_conflicts) + job_quality_reports = {} + for job in jobs: + job_comparison_report = job_comparison_reports[job.id] + job_report = cls._save_report( + job=job, + target_last_updated=job.updated_date, + gt_last_updated=gt_job.updated_date, + data=job_comparison_report.to_json(), + conflicts=[c.to_dict() for c in job_comparison_report.conflicts], + ) + + job_quality_reports[job.id] = job_report + + cls._save_report( + task=task, + target_last_updated=task.updated_date, + gt_last_updated=gt_job.updated_date, + data=task_report_data.to_json(), + conflicts=[c.to_dict() for c in task_report_data.conflicts], + children=list(job_quality_reports.values()), + ) + + @classmethod + def _save_report(cls, **params) -> models.QualityReport: + conflicts = params.pop('conflicts') + children = params.pop('children', []) + + db_report = models.QualityReport(**params) + db_report.save() + + for conflict in conflicts: + db_conflict = db_report.conflicts.create( + type=conflict['type'], + frame=conflict['frame_id'], + ) + + for ann_id in conflict['annotation_ids']: + db_ann_id = db_conflict.annotation_ids.create( + job_id=ann_id['job_id'], + obj_id=ann_id['obj_id'], + type=ann_id['type'], + ) + db_ann_id.full_clean() + + db_conflict.full_clean() + + db_report.full_clean() + + for child in children: + db_report.children.add(child) - _save_report_to_db(task_report, task_conflicts) + return db_report diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 6fb2b9470f79..18b7e40346d2 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1906,26 +1906,38 @@ def _validate_existence_of_cloud_storage(cloud_storage_id): raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.') +class AnnotationIdSerializer(serializers.ModelSerializer): + class Meta: + model = models.AnnotationId + fields = ('obj_id', 'job_id', 'type') + read_only_fields = fields + + class AnnotationConflictSerializer(serializers.ModelSerializer): + annotation_ids = AnnotationIdSerializer(many=True) + class Meta: model = models.AnnotationConflict - fields = ('frame_id', 'type', 'message', 'data') + fields = ('frame', 'type', 'annotation_ids', 'report_id') + read_only_fields = fields class QualityReportSummarySerializer(serializers.Serializer): frame_count = serializers.IntegerField() frame_share_percent = serializers.FloatField() - conflicts_count = serializers.IntegerField() + conflicts_count = serializers.IntegerField(source='conflict_count') # This set is enough for basic characteristics, such as - # A_extra, B_extra, accuracy, precision and recall - valid_count = serializers.IntegerField() - ds_count = serializers.IntegerField() - gt_count = serializers.IntegerField() + # DS_unmatched, GT_unmatched, accuracy, precision and recall + valid_count = serializers.IntegerField(source='annotations.valid_count') + ds_count = serializers.IntegerField(source='annotations.ds_count') + gt_count = serializers.IntegerField(source='annotations.gt_count') + class QualityReportParametersSerializer(serializers.Serializer): iou_threshold = serializers.FloatField() + class QualityReportSerializer(serializers.ModelSerializer): target = serializers.ChoiceField(models.QualityReportTarget.choices()) summary = QualityReportSummarySerializer() @@ -1937,17 +1949,3 @@ class Meta: 'created_date', 'target_last_updated', 'gt_last_updated', ) read_only_fields = fields - - def to_representation(self, instance): - instance.summary = dict( - frame_count=0, - frame_share_percent=0, - conflicts_count=0, - valid_count=0, - ds_count=0, - gt_count=0, - ) - instance.parameters = dict( - iou_threshold=0 - ) - return super().to_representation(instance) diff --git a/cvat/apps/engine/signals.py b/cvat/apps/engine/signals.py index f19564b762ea..cd17e5c3d288 100644 --- a/cvat/apps/engine/signals.py +++ b/cvat/apps/engine/signals.py @@ -8,7 +8,7 @@ from django.db.models.signals import post_delete, post_save from django.dispatch import receiver -from .models import (CloudStorage, Data, Job, Profile, Project, +from .models import (Annotation, CloudStorage, Data, Job, Profile, Project, StatusChoice, Task) from cvat.apps.engine import quality_control as qc @@ -81,13 +81,20 @@ def __delete_cloudstorage_handler(instance, **kwargs): # TODO: handle nested field updates (e.g. labels, annotations, import, export, etc.) - @receiver(post_save, sender=Job, - dispatch_uid=__name__ + ".save_job_handler-update_quality_metrics") -def __save_job_handler__update_quality_metrics(instance, created, **kwargs): - qc.QueueJobManager().schedule_quality_check_job(instance.segment.task) - + dispatch_uid=__name__ + ".save_job-update_quality_metrics") @receiver(post_save, sender=Task, - dispatch_uid=__name__ + ".save_task_handler-update_quality_metrics") -def __save_task_handler__update_quality_metrics(instance, created, **kwargs): - qc.QueueJobManager().schedule_quality_check_job(instance) + dispatch_uid=__name__ + ".save_task-update_quality_metrics") +@receiver(post_save, sender=Annotation, + dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") +def __save_job__update_quality_metrics(instance, created, **kwargs): + if isinstance(instance, Task): + task = instance + elif isinstance(instance, Job): + task = instance.segment.task + elif isinstance(instance, Annotation): + task = instance.job.segment.task + else: + assert False + + qc.QueueJobManager().schedule_quality_check_job(task) diff --git a/cvat/apps/engine/urls.py b/cvat/apps/engine/urls.py index a673ab4a8f19..56ea2e89c5a5 100644 --- a/cvat/apps/engine/urls.py +++ b/cvat/apps/engine/urls.py @@ -23,6 +23,7 @@ router.register('labels', views.LabelViewSet) router.register('cloudstorages', views.CloudStorageViewSet) router.register('quality_reports', views.QualityReportViewSet) +router.register('conflicts', views.ConflictsViewSet) urlpatterns = [ # Entry point for a client diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 7149fb011655..734ae9bafec8 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -42,14 +42,13 @@ import cvat.apps.dataset_manager as dm import cvat.apps.dataset_manager.views # pylint: disable=unused-import -import cvat.apps.engine.quality_control as qc from cvat.apps.engine.cloud_provider import db_storage_to_storage_instance from cvat.apps.dataset_manager.bindings import CvatImportError from cvat.apps.dataset_manager.serializers import DatasetFormatsSerializer from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.media_extractors import get_mime from cvat.apps.engine.models import ( - Job, JobType, Label, QualityReport, Task, Project, Issue, Data, + AnnotationConflict, Job, JobType, Label, QualityReport, Task, Project, Issue, Data, Comment, StorageMethodChoice, StorageChoice, CloudProviderChoice, Location ) @@ -78,8 +77,8 @@ from . import models, task from .log import slogger from cvat.apps.iam.permissions import (CloudStoragePermission, - CommentPermission, IssuePermission, JobPermission, LabelPermission, ProjectPermission, QualityReportPermission, - TaskPermission, UserPermission) + CommentPermission, IssuePermission, JobPermission, LabelPermission, + ProjectPermission, QualityReportPermission, TaskPermission, UserPermission) from cvat.apps.engine.cache import MediaCache from cvat.apps.events.handlers import handle_annotations_patch from cvat.apps.engine.view_utils import tus_chunk_action @@ -1655,38 +1654,6 @@ def preview(self, request, pk): return data_getter(request, self._object.segment.start_frame, self._object.segment.stop_frame, self._object.segment.task.data) - @extend_schema( - operation_id="jobs_check_conflicts", - parameters=[OpenApiParameter('frame_id', OpenApiTypes.INT)], - request=None, - responses=AnnotationConflictSerializer(many=True) - ) - @action(detail=True, methods=['POST'], url_path='conflicts', serializer_class=None, - simple_filters=None, filter_fields=None, search_fields=None, - pagination_class=None, ordering_fields=None) - def conflicts(self, request, pk): - this_job = Job.objects.get(pk=pk) # call check_object_permissions as well - - gt_job = this_job.segment.task.gt_job - if not gt_job: - raise ValidationError( - "The ground truth job is not set up for this task. Please create it and try again" - ) - - frame_id = request.query_params.get('frame_id', None) - if frame_id is not None: - frame_id = int(frame_id) - - if not this_job.segment.contains_frame(frame_id): - raise ValidationError("This frame does not belong to this job") - - if not gt_job.segment.contains_frame(frame_id): - raise ValidationError("This frame does not belong to the Ground Truth job") - - report = qc.find_gt_conflicts(this_job, gt_job, frame_id=frame_id) - - report_serializer = AnnotationConflictSerializer(report.conflicts, many=True) - return Response(report_serializer.data, status=status.HTTP_200_OK) @extend_schema(tags=['issues']) @extend_schema_view( @@ -2256,6 +2223,34 @@ def actions(self, request, pk): return HttpResponseBadRequest(msg) +@extend_schema(tags=['conflicts']) +@extend_schema_view( + list=extend_schema( + summary='Method returns a paginated list of annotation conflicts', + responses={ + '200': AnnotationConflictSerializer(many=True), + }), +) +class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): + queryset = AnnotationConflict.objects.prefetch_related('report').all() + + # NOTE: This filter works incorrectly for this view + # it requires task__organization OR project__organization check. + # Thus, we rely on permission-based filtering + iam_organization_field = None + + search_fields = [] + filter_fields = list(search_fields) + ['id', 'report_id', 'frame', 'type', 'job_id'] + simple_filters = set(filter_fields) - {'id'} + lookup_fields = { + 'report_id': 'report__id', + 'job_id': 'report__job__id', + } + ordering_fields = list(filter_fields) + ordering = 'id' + serializer_class = AnnotationConflictSerializer + + @extend_schema(tags=['quality_reports']) @extend_schema_view( retrieve=extend_schema( diff --git a/cvat/schema.yml b/cvat/schema.yml index 793bb99ef02c..a8b51f2a1da5 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1114,6 +1114,96 @@ paths: responses: '204': description: The comment has been deleted + /api/conflicts: + get: + operationId: conflicts_list + summary: Method returns a paginated list of annotation conflicts + parameters: + - in: header + name: X-Organization + schema: + type: string + - name: filter + required: false + in: query + description: 'A filter term. Available filter_fields: [''id'', ''report_id'', + ''frame'', ''type'', ''job_id'']' + schema: + type: string + - name: frame + in: query + description: A simple equality filter for the frame field + schema: + type: integer + - name: job_id + in: query + description: A simple equality filter for the job_id field + schema: + type: integer + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + - name: page + required: false + in: query + description: A page number within the paginated result set. + schema: + type: integer + - name: page_size + required: false + in: query + description: Number of results to return per page. + schema: + type: integer + - name: report_id + in: query + description: A simple equality filter for the report_id field + schema: + type: integer + - name: search + required: false + in: query + description: 'A search term. Available search_fields: []' + schema: + type: string + - name: sort + required: false + in: query + description: 'Which field to use when ordering the results. Available ordering_fields: + [''id'', ''report_id'', ''frame'', ''type'', ''job_id'']' + schema: + type: string + - name: type + in: query + description: A simple equality filter for the type field + schema: + type: string + enum: + - missing_annotation + - extra_annotation + - mismatching_label + tags: + - conflicts + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/PaginatedAnnotationConflictList' + description: '' /api/events: get: operationId: events_list @@ -2323,70 +2413,6 @@ paths: responses: '204': description: The annotation has been deleted - /api/jobs/{id}/conflicts: - post: - operationId: jobs_check_conflicts - parameters: - - in: header - name: X-Organization - schema: - type: string - - name: filter - required: false - in: query - description: 'A filter term. Available filter_fields: None' - schema: - type: string - - in: query - name: frame_id - schema: - type: integer - - in: path - name: id - schema: - type: integer - description: A unique integer value identifying this job. - required: true - - in: query - name: org - schema: - type: string - description: Organization unique slug - - in: query - name: org_id - schema: - type: integer - description: Organization identifier - - name: search - required: false - in: query - description: 'A search term. Available search_fields: None' - schema: - type: string - - name: sort - required: false - in: query - description: 'Which field to use when ordering the results. Available ordering_fields: - None' - schema: - type: string - tags: - - jobs - security: - - sessionAuth: [] - csrfAuth: [] - tokenAuth: [] - - signatureAuth: [] - - basicAuth: [] - responses: - '200': - content: - application/vnd.cvat+json: - schema: - type: array - items: - $ref: '#/components/schemas/AnnotationConflict' - description: '' /api/jobs/{id}/data: get: operationId: jobs_retrieve_data @@ -6557,27 +6583,27 @@ components: AnnotationConflict: type: object properties: - frame_id: + frame: type: integer - maximum: 2147483647 - minimum: 0 + readOnly: true type: - $ref: '#/components/schemas/AnnotationConflictTypeEnum' - message: - type: string - maxLength: 1024 - data: - type: object - additionalProperties: {} + allOf: + - $ref: '#/components/schemas/AnnotationConflictTypeEnum' + readOnly: true + annotation_ids: + type: array + items: + $ref: '#/components/schemas/AnnotationId' + report_id: + type: integer + readOnly: true required: - - data - - frame_id - - type + - annotation_ids AnnotationConflictTypeEnum: enum: - missing_annotation - extra_annotation - - mismatching_annotation + - mismatching_label type: string AnnotationFileRequest: type: object @@ -6587,6 +6613,19 @@ components: format: binary required: - annotation_file + AnnotationId: + type: object + properties: + obj_id: + type: integer + readOnly: true + job_id: + type: integer + readOnly: true + type: + allOf: + - $ref: '#/components/schemas/ShapeType' + readOnly: true AnnotationsRead: oneOf: - $ref: '#/components/schemas/LabeledData' @@ -6938,7 +6977,6 @@ components: nullable: true description: | A list of valid frame ids. The None value means all frames are included. - Only applicable for video data. required: - deleted_frames - frames @@ -8056,6 +8094,26 @@ components: additionalProperties: {} required: - slug + PaginatedAnnotationConflictList: + type: object + properties: + count: + type: integer + example: 123 + next: + type: string + nullable: true + format: uri + example: http://api.example.org/accounts/?page=4 + previous: + type: string + nullable: true + format: uri + example: http://api.example.org/accounts/?page=2 + results: + type: array + items: + $ref: '#/components/schemas/AnnotationConflict' PaginatedCloudStorageReadList: type: object properties: diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index fc8e38fe1eef..cf9b24193469 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -9735,1436 +9735,6 @@ "cloud_storage_id": null } }, -{ - "model": "engine.qualityreport", - "pk": 1, - "fields": { - "job": 27, - "task": null, - "parent": null, - "created_date": "2023-04-22T14:49:30.751Z", - "target_last_updated": "2023-04-14T14:58:50.944Z", - "gt_last_updated": "2023-04-14T15:03:25.984Z", - "data": { - "parameters": {}, - "intersection_results": { - "frames": [], - "error_count": 72, - "frame_count": 0, - "mean_accuracy": 0, - "mean_error_count": 0, - "frame_share_percent": 0 - } - } - } -}, -{ - "model": "engine.qualityreport", - "pk": 2, - "fields": { - "job": null, - "task": 22, - "parent": null, - "created_date": "2023-04-22T14:49:30.867Z", - "target_last_updated": "2023-04-14T15:03:25.969Z", - "gt_last_updated": "2023-04-14T15:03:25.984Z", - "data": { - "parameters": {}, - "intersection_results": { - "frames": [], - "error_count": 72, - "frame_count": 0, - "mean_accuracy": 0, - "mean_error_count": 0, - "frame_share_percent": 0 - } - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 1, - "fields": { - "report": 1, - "frame_id": 0, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 384, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 2, - "fields": { - "report": 1, - "frame_id": 0, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 373, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 3, - "fields": { - "report": 1, - "frame_id": 0, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 483, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 4, - "fields": { - "report": 1, - "frame_id": 0, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 494, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 5, - "fields": { - "report": 1, - "frame_id": 1, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 374, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 6, - "fields": { - "report": 1, - "frame_id": 1, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 385, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 7, - "fields": { - "report": 1, - "frame_id": 1, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 428, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 8, - "fields": { - "report": 1, - "frame_id": 1, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 484, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 9, - "fields": { - "report": 1, - "frame_id": 1, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 495, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 10, - "fields": { - "report": 1, - "frame_id": 1, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 518, - "type": "ellipse", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 11, - "fields": { - "report": 1, - "frame_id": 1, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 485, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 12, - "fields": { - "report": 1, - "frame_id": 2, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 386, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 13, - "fields": { - "report": 1, - "frame_id": 2, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 375, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 14, - "fields": { - "report": 1, - "frame_id": 2, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 429, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 15, - "fields": { - "report": 1, - "frame_id": 2, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 508, - "type": "mask", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 16, - "fields": { - "report": 1, - "frame_id": 2, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 495, - "type": "points", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 17, - "fields": { - "report": 1, - "frame_id": 2, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 505, - "type": "polyline", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 18, - "fields": { - "report": 1, - "frame_id": 3, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 387, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 19, - "fields": { - "report": 1, - "frame_id": 3, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 376, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 20, - "fields": { - "report": 1, - "frame_id": 3, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 430, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 21, - "fields": { - "report": 1, - "frame_id": 3, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 497, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 22, - "fields": { - "report": 1, - "frame_id": 3, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 495, - "type": "points", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 23, - "fields": { - "report": 1, - "frame_id": 3, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 487, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 24, - "fields": { - "report": 1, - "frame_id": 4, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 388, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 25, - "fields": { - "report": 1, - "frame_id": 4, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 377, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 26, - "fields": { - "report": 1, - "frame_id": 4, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 431, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 27, - "fields": { - "report": 1, - "frame_id": 4, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 487, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 28, - "fields": { - "report": 1, - "frame_id": 4, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 479, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 29, - "fields": { - "report": 1, - "frame_id": 4, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 488, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 30, - "fields": { - "report": 1, - "frame_id": 5, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 378, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 31, - "fields": { - "report": 1, - "frame_id": 5, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 389, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 32, - "fields": { - "report": 1, - "frame_id": 5, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 432, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 33, - "fields": { - "report": 1, - "frame_id": 5, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 499, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 34, - "fields": { - "report": 1, - "frame_id": 5, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 488, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 35, - "fields": { - "report": 1, - "frame_id": 5, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 538, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 36, - "fields": { - "report": 1, - "frame_id": 5, - "type": "mismatching_annotation", - "message": "", - "data": { - "kind": "label", - "actual": 1, - "expected": 2, - "annotation_ids": [ - { - "id": 480, - "type": "polygon", - "job_id": 27 - }, - { - "id": 437, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 37, - "fields": { - "report": 1, - "frame_id": 6, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 390, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 38, - "fields": { - "report": 1, - "frame_id": 6, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 379, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 39, - "fields": { - "report": 1, - "frame_id": 6, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 433, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 40, - "fields": { - "report": 1, - "frame_id": 6, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 500, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 41, - "fields": { - "report": 1, - "frame_id": 6, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 489, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 42, - "fields": { - "report": 1, - "frame_id": 6, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 537, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 43, - "fields": { - "report": 1, - "frame_id": 6, - "type": "mismatching_annotation", - "message": "", - "data": { - "kind": "label", - "actual": 1, - "expected": 2, - "annotation_ids": [ - { - "id": 490, - "type": "polygon", - "job_id": 27 - }, - { - "id": 438, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 44, - "fields": { - "report": 1, - "frame_id": 7, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 391, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 45, - "fields": { - "report": 1, - "frame_id": 7, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 380, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 46, - "fields": { - "report": 1, - "frame_id": 7, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 434, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 47, - "fields": { - "report": 1, - "frame_id": 7, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 439, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 48, - "fields": { - "report": 1, - "frame_id": 7, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 490, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 49, - "fields": { - "report": 1, - "frame_id": 7, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 501, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 50, - "fields": { - "report": 1, - "frame_id": 7, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 491, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 51, - "fields": { - "report": 1, - "frame_id": 8, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 392, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 52, - "fields": { - "report": 1, - "frame_id": 8, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 381, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 53, - "fields": { - "report": 1, - "frame_id": 8, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 435, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 54, - "fields": { - "report": 1, - "frame_id": 8, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 440, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 55, - "fields": { - "report": 1, - "frame_id": 8, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 491, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 56, - "fields": { - "report": 1, - "frame_id": 8, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 502, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 57, - "fields": { - "report": 1, - "frame_id": 8, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 483, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 58, - "fields": { - "report": 1, - "frame_id": 8, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 492, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 59, - "fields": { - "report": 1, - "frame_id": 9, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 382, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 60, - "fields": { - "report": 1, - "frame_id": 9, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 393, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 61, - "fields": { - "report": 1, - "frame_id": 9, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 436, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 62, - "fields": { - "report": 1, - "frame_id": 9, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 441, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 63, - "fields": { - "report": 1, - "frame_id": 9, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 492, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 64, - "fields": { - "report": 1, - "frame_id": 9, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 503, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 65, - "fields": { - "report": 1, - "frame_id": 9, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 484, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 66, - "fields": { - "report": 1, - "frame_id": 10, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 394, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 67, - "fields": { - "report": 1, - "frame_id": 10, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 383, - "type": "rectangle", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 68, - "fields": { - "report": 1, - "frame_id": 10, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 436, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 69, - "fields": { - "report": 1, - "frame_id": 10, - "type": "missing_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 441, - "type": "polygon", - "job_id": 28 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 70, - "fields": { - "report": 1, - "frame_id": 10, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 504, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 71, - "fields": { - "report": 1, - "frame_id": 10, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 493, - "type": "rectangle", - "job_id": 27 - } - ] - } - } -}, -{ - "model": "engine.annotationconflict", - "pk": 72, - "fields": { - "report": 1, - "frame_id": 10, - "type": "extra_annotation", - "message": "", - "data": { - "annotation_ids": [ - { - "id": 484, - "type": "polygon", - "job_id": 27 - } - ] - } - } -}, { "model": "webhooks.webhook", "pk": 1, From 7e6497c1a7dc7b16fa63076906ca4d130cf5b073 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 18:08:17 +0300 Subject: [PATCH 042/257] Add debug config for queue --- .vscode/launch.json | 20 ++++++++++++++++++++ docker-compose.dev.yml | 11 +++++++++++ 2 files changed, 31 insertions(+) diff --git a/.vscode/launch.json b/.vscode/launch.json index 0b02a0110cad..89a7127ff6a7 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -84,6 +84,26 @@ ], "justMyCode": false, }, + { + "name": "REST API tests: Attach to RQ quality rerports worker", + "type": "python", + "request": "attach", + "connect": { + "host": "127.0.0.1", + "port": 9094 + }, + "pathMappings": [ + { + "localRoot": "${workspaceFolder}", + "remoteRoot": "/home/django/" + }, + { + "localRoot": "${workspaceFolder}/.env", + "remoteRoot": "/opt/venv", + } + ], + "justMyCode": false, + }, { "type": "pwa-chrome", "request": "launch", diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml index fcb372770662..f9390764fd9d 100644 --- a/docker-compose.dev.yml +++ b/docker-compose.dev.yml @@ -52,6 +52,17 @@ services: ports: - '9093:9093' + cvat_worker_quality_reports: + environment: + # For debugging, make sure to set 1 process + # Due to the supervisord specifics, the extra processes will fail and + # after few attempts supervisord will give up restarting, leaving only 1 process + # NUMPROCS: 1 + CVAT_DEBUG_ENABLED: '${CVAT_DEBUG_ENABLED:-no}' + CVAT_DEBUG_PORT: '9094' + ports: + - '9094:9094' + cvat_worker_annotation: environment: # For debugging, make sure to set 1 process From 992156f157c5fc2ba959f0e10d9c018140167b6d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 18:34:06 +0300 Subject: [PATCH 043/257] Add local debugging config --- .vscode/launch.json | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index 89a7127ff6a7..f3317ec51baa 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -207,6 +207,7 @@ "args": [ "rqworker", "export", + "--with-scheduler", "--worker-class", "cvat.rqworker.SimpleWorker", ], @@ -219,7 +220,7 @@ "console": "internalConsole" }, { - "name": "server: RQ - scheduler", + "name": "server: RQ - quality reports", "type": "python", "request": "launch", "stopOnEntry": false, @@ -227,13 +228,18 @@ "python": "${command:python.interpreterPath}", "program": "${workspaceRoot}/manage.py", "args": [ - "rqscheduler", - "--queue", - "export" + "rqworker", + "quality_reports", + "--with-scheduler", + "--worker-class", + "cvat.rqworker.SimpleWorker", ], "django": true, "cwd": "${workspaceFolder}", - "env": {}, + "env": { + "DJANGO_LOG_SERVER_HOST": "localhost", + "DJANGO_LOG_SERVER_PORT": "8282" + }, "console": "internalConsole" }, { From 2fe64405473e865f26190883ae28bf76cd6f8605 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 18:56:28 +0300 Subject: [PATCH 044/257] Add quality_report id in responses --- cvat/apps/engine/serializers.py | 2 +- cvat/schema.yml | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 18b7e40346d2..d1584ff521e8 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1945,7 +1945,7 @@ class QualityReportSerializer(serializers.ModelSerializer): class Meta: model = models.QualityReport - fields = ('job_id', 'task_id', 'parent_id', 'target', 'summary', 'parameters', + fields = ('id', 'job_id', 'task_id', 'parent_id', 'target', 'summary', 'parameters', 'created_date', 'target_last_updated', 'gt_last_updated', ) read_only_fields = fields diff --git a/cvat/schema.yml b/cvat/schema.yml index a8b51f2a1da5..87664f9011c8 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -8895,6 +8895,9 @@ components: QualityReport: type: object properties: + id: + type: integer + readOnly: true job_id: type: integer nullable: true From eab1c83e9f748942f6fc6ed64e8f60c18423c1fb Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 19:10:35 +0300 Subject: [PATCH 045/257] Allow all job types in job creation api schema --- cvat/apps/engine/serializers.py | 7 ++----- cvat/schema.yml | 6 +----- 2 files changed, 3 insertions(+), 10 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index d1584ff521e8..a2b77a2c5cd1 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -567,13 +567,11 @@ class Meta: class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): assignee = serializers.IntegerField(allow_null=True, required=False) - # NOTE: It can be expressed using serializer inheritance, but it is + # NOTE: Field variations can be expressed using serializer inheritance, but it is # harder to use then: we need to make a manual switch in get_serializer_class() # and create an extra serializer type in the API schema. # Need to investigate how it can be simplified. - type = serializers.ChoiceField(choices=( - (models.JobType.GROUND_TRUTH.value, models.JobType.GROUND_TRUTH.name), - )) + type = serializers.ChoiceField(choices=models.JobType.choices()) task_id = serializers.IntegerField() frame_selection_method = serializers.ChoiceField( @@ -613,7 +611,6 @@ def create(self, validated_data): task_id = validated_data.pop('task_id') task = models.Task.objects.get(pk=task_id) - # TODO: extract to separate functions if validated_data["type"] == models.JobType.GROUND_TRUTH: if not task.data: raise serializers.ValidationError( diff --git a/cvat/schema.yml b/cvat/schema.yml index 87664f9011c8..31cc099dcc4c 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7602,7 +7602,7 @@ components: state: $ref: '#/components/schemas/OperationStatus' type: - $ref: '#/components/schemas/JobWriteTypeEnum' + $ref: '#/components/schemas/JobType' task_id: type: integer frame_selection_method: @@ -7630,10 +7630,6 @@ components: required: - task_id - type - JobWriteTypeEnum: - enum: - - ground_truth - type: string JobsSummary: type: object properties: From e7366de6a6adefa2a05b5d7cc696e27c91ba2944 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 20:18:20 +0300 Subject: [PATCH 046/257] Add report downloading endpoint --- cvat/apps/engine/models.py | 3 +++ cvat/apps/engine/views.py | 6 ++++++ 2 files changed, 9 insertions(+) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index fba0f36426dc..207856e3286b 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1105,6 +1105,9 @@ def get_task(self) -> Task: else: return self.job.segment.task + def get_json_report(self) -> str: + return self.data + def clean(self): if not (self.job is not None) ^ (self.task is not None): raise ValidationError("One of the 'job' and 'task' fields must be set") diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 734ae9bafec8..9111e5c8870d 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -2326,6 +2326,12 @@ def get_queryset(self): return queryset + @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) + def data(self, request, pk): + report = self.get_object() # check permissions + json_report = report.get_json_report() + return HttpResponse(json_report.encode()) + def rq_exception_handler(rq_job, exc_type, exc_value, tb): rq_job.exc_info = "".join( From 975c3dc15c2bb9c36fc0ee5f9b43f84ab0e2ab00 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 27 Apr 2023 20:19:38 +0300 Subject: [PATCH 047/257] Update schema --- cvat/schema.yml | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/cvat/schema.yml b/cvat/schema.yml index 31cc099dcc4c..c050af53041f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4378,6 +4378,41 @@ paths: schema: $ref: '#/components/schemas/QualityReport' description: '' + /api/quality_reports/{id}/data: + get: + operationId: quality_reports_retrieve_data + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: path + name: id + schema: + type: integer + description: A unique integer value identifying this quality report. + required: true + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - quality_reports + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + description: No response body /api/schema/: get: operationId: schema_retrieve From 6915c0326ab83aa777f56e1f50d072c6a29d51e3 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 10:34:44 +0300 Subject: [PATCH 048/257] added conflicts, fixed bugs --- cvat-canvas/src/scss/canvas.scss | 5 + cvat-canvas/src/typescript/canvasView.ts | 24 ++++ cvat-core/src/annotations-objects.ts | 9 ++ cvat-core/src/annotations.ts | 26 +++- cvat-core/src/api-implementation.ts | 22 +++- cvat-core/src/api.ts | 8 +- cvat-core/src/object-state.ts | 14 +++ cvat-core/src/quality-conflict.ts | 115 ++++++++++++++++++ cvat-core/src/quality-report.ts | 4 +- cvat-core/src/server-proxy.ts | 22 +++- cvat-core/src/session-implementation.ts | 4 +- cvat-core/src/session.ts | 4 +- cvat-ui/src/actions/analytics-actions.ts | 6 +- cvat-ui/src/actions/annotation-actions.ts | 34 +++--- .../views/canvas2d/canvas-context-menu.tsx | 17 ++- .../canvas/views/canvas2d/canvas-wrapper.tsx | 40 +++++- .../review-workspace/review-workspace.tsx | 2 + .../annotation-page/review/conflict-label.tsx | 47 +++++++ .../review/conflicts-aggregator.tsx | 94 ++++++++++++++ .../annotation-page/review/styles.scss | 25 ++++ .../task-analytics-page/quality/job-list.tsx | 2 +- .../quality/mean-quality.tsx | 4 +- .../objects-side-bar/objects-list.tsx | 7 +- cvat-ui/src/cvat-core-wrapper.ts | 3 + cvat-ui/src/reducers/analytics-reducer.ts | 1 + cvat-ui/src/reducers/annotation-reducer.ts | 25 ++-- cvat-ui/src/reducers/index.ts | 8 +- cvat-ui/src/reducers/review-reducer.ts | 8 ++ 28 files changed, 518 insertions(+), 62 deletions(-) create mode 100644 cvat-core/src/quality-conflict.ts create mode 100644 cvat-ui/src/components/annotation-page/review/conflict-label.tsx create mode 100644 cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 81d01831685d..e1bb89b9fd33 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -152,6 +152,11 @@ polyline.cvat_canvas_shape_splitting { stroke-dasharray: 45; } +.cvat_canvas_conflicted { + stroke: red; + stroke-dasharray: 45; +} + .cvat_canvas_shape_occluded_point { stroke-dasharray: 1 !important; stroke: white; diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 7d41fcfa76b1..0184297e7c39 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -2709,6 +2709,10 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + rect.addClass('cvat_canvas_conflicted'); + } + return rect; } @@ -2737,6 +2741,10 @@ export class CanvasViewImpl implements CanvasView, Listener { polygon.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + polygon.addClass('cvat_canvas_conflicted'); + } + return polygon; } @@ -2765,6 +2773,10 @@ export class CanvasViewImpl implements CanvasView, Listener { polyline.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + polyline.addClass('cvat_canvas_conflicted'); + } + return polyline; } @@ -2794,6 +2806,10 @@ export class CanvasViewImpl implements CanvasView, Listener { cube.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + cube.addClass('cvat_canvas_conflicted'); + } + return cube; } @@ -3372,6 +3388,10 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + rect.addClass('cvat_canvas_conflicted'); + } + return rect; } @@ -3402,6 +3422,10 @@ export class CanvasViewImpl implements CanvasView, Listener { group.addClass('cvat_canvas_ground_truth'); } + if (state.conflict) { + group.addClass('cvat_canvas_conflicted'); + } + shape.remove = (): SVG.PolyLine => { this.selectize(false, shape); shape.constructor.prototype.remove.call(shape); diff --git a/cvat-core/src/annotations-objects.ts b/cvat-core/src/annotations-objects.ts index 8c0c03997818..19eddc01e9ca 100644 --- a/cvat-core/src/annotations-objects.ts +++ b/cvat-core/src/annotations-objects.ts @@ -57,6 +57,7 @@ class Annotation { protected history: any; protected groupColors: Record; public serverID: number | null; + protected jobID: number; protected parentID: number | null; protected dimension: DimensionType; public group: number; @@ -81,6 +82,7 @@ class Annotation { this.groupColors = injection.groupColors; this.clientID = clientID; this.serverID = data.id || null; + this.jobID = data.job_id; this.parentID = injection.parentID || null; this.dimension = injection.dimension; this.group = data.group; @@ -568,6 +570,7 @@ export class Shape extends Drawn { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, + jobID: this.jobID, parentID: this.parentID, occluded: this.occluded, lock: this.lock, @@ -934,6 +937,7 @@ export class Track extends Drawn { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, + jobID: this.jobID, parentID: this.parentID, lock: this.lock, color: this.color, @@ -1469,6 +1473,7 @@ export class Tag extends Annotation { objectType: ObjectType.TAG, clientID: this.clientID, serverID: this.serverID, + jobID: this.jobID, lock: this.lock, attributes: { ...this.attributes }, label: this.label, @@ -1993,9 +1998,11 @@ export class SkeletonShape extends Shape { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, + jobID: this.jobID, points: this.points, zOrder: this.zOrder, rotation: 0, + isGroundTruth: this.isGroundTruth, attributes: { ...this.attributes }, descriptions: [...this.descriptions], elements, @@ -2901,6 +2908,8 @@ export class SkeletonTrack extends Track { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, + jobID: this.jobID, + isGroundTruth: this.isGroundTruth, color: this.color, updated: Math.max(this.updated, ...this.elements.map((element) => element.updated)), label: this.label, diff --git a/cvat-core/src/annotations.ts b/cvat-core/src/annotations.ts index 5ca8b6cb184d..6f2c59bff7ef 100644 --- a/cvat-core/src/annotations.ts +++ b/cvat-core/src/annotations.ts @@ -41,17 +41,31 @@ function processGroundTruthAnnotations(rawAnnotations, groundTruthAnnotations) { return result; } -async function getAnnotationsFromServer(session, GTAnnotaionsSource) { +function addJobId(rawAnnotations, jobID) { + rawAnnotations.shapes.forEach((annotation) => { annotation.job_id = jobID; }); + rawAnnotations.tracks.forEach((annotation) => { annotation.job_id = jobID; }); + rawAnnotations.tags.forEach((annotation) => { annotation.job_id = jobID; }); + const result = { + shapes: [...rawAnnotations.shapes], + tracks: [...rawAnnotations.tracks], + tags: [...rawAnnotations.tags], + }; + return result; +} + +async function getAnnotationsFromServer(session, groundTruthJobId) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); if (!cache.has(session)) { let rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); - if (GTAnnotaionsSource) { - const gtAnnotations = await serverProxy.annotations.getAnnotations(sessionType, GTAnnotaionsSource); + rawAnnotations = addJobId(rawAnnotations, session.id); + if (groundTruthJobId) { + let gtAnnotations = await serverProxy.annotations.getAnnotations(sessionType, groundTruthJobId); + gtAnnotations = addJobId(gtAnnotations, groundTruthJobId); rawAnnotations = processGroundTruthAnnotations(rawAnnotations, gtAnnotations); } - + console.log(rawAnnotations); // Get meta information about frames const startFrame = sessionType === 'job' ? session.startFrame : 0; const stopFrame = sessionType === 'job' ? session.stopFrame : session.size - 1; @@ -86,7 +100,7 @@ export async function clearCache(session) { } } -export async function getAnnotations(session, frame, allTracks, filters, GTAnnotaionsSource) { +export async function getAnnotations(session, frame, allTracks, filters, groundTruthJobId) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); @@ -94,7 +108,7 @@ export async function getAnnotations(session, frame, allTracks, filters, GTAnnot return cache.get(session).collection.get(frame, allTracks, filters); } - await getAnnotationsFromServer(session, GTAnnotaionsSource); + await getAnnotationsFromServer(session, groundTruthJobId); return cache.get(session).collection.get(frame, allTracks, filters); } diff --git a/cvat-core/src/api-implementation.ts b/cvat-core/src/api-implementation.ts index 8c822684e061..6db215f0be29 100644 --- a/cvat-core/src/api-implementation.ts +++ b/cvat-core/src/api-implementation.ts @@ -26,6 +26,7 @@ import CloudStorage from './cloud-storage'; import Organization from './organization'; import Webhook from './webhook'; import QualityReport from './quality-report'; +import QualityConflict from './quality-conflict'; export default function implementAPI(cvat) { cvat.plugins.list.implementation = PluginRegistry.list; @@ -339,7 +340,7 @@ export default function implementAPI(cvat) { return webhooks; }; - cvat.analytics.quality.get.implementation = async (filter) => { + cvat.analytics.quality.reports.implementation = async (filter) => { // checkFilter(filter, { // taskId: isInteger, // parentId: isInteger, @@ -355,10 +356,27 @@ export default function implementAPI(cvat) { target: filter.target, }; } - const reportsData = await serverProxy.analytics.quality.get(updatedParams); + if ('jobId' in filter) { + updatedParams = { + job_id: filter.jobId, + sort: '-created_date', + target: filter.target, + }; + } + const reportsData = await serverProxy.analytics.quality.reports(updatedParams); return reportsData.map((report) => new QualityReport({ ...report })); }; + cvat.analytics.quality.conflicts.implementation = async (filter) => { + let updatedParams: Record = {}; + updatedParams = { + report_id: filter.reportId, + }; + const reportsData = await serverProxy.analytics.quality.conflicts(updatedParams); + + return reportsData.map((conflict) => new QualityConflict({ ...conflict })); + }; + return cvat; } diff --git a/cvat-core/src/api.ts b/cvat-core/src/api.ts index 9e16b66e9484..8e1146a1cfbb 100644 --- a/cvat-core/src/api.ts +++ b/cvat-core/src/api.ts @@ -266,8 +266,12 @@ function build() { }, analytics: { quality: { - async get(filter: any) { - const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.get, filter); + async reports(filter: any) { + const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.reports, filter); + return result; + }, + async conflicts(filter: any) { + const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.conflicts, filter); return result; }, }, diff --git a/cvat-core/src/object-state.ts b/cvat-core/src/object-state.ts index e9673ecefeff..b14876e1a0a0 100644 --- a/cvat-core/src/object-state.ts +++ b/cvat-core/src/object-state.ts @@ -35,6 +35,7 @@ export interface SerializedData { shapeType?: ShapeType; clientID?: number; serverID?: number; + jobID?: number; parentID?: number; lock?: boolean; hidden?: boolean; @@ -78,10 +79,12 @@ export default class ObjectState { public readonly source: Source; public readonly clientID: number | null; public readonly serverID: number | null; + public readonly jobID: number | null; public readonly parentID: number | null; public readonly updated: number; public readonly group: { color: string; id: number; } | null; public readonly isGroundTruth: boolean; + public conflict: { description: string } | null; public readonly keyframes: { first: number | null; prev: number | null; @@ -169,12 +172,14 @@ export default class ObjectState { pinned: false, source: Source.MANUAL, isGroundTruth: serialized.isGroundTruth || false, + conflict: null, keyframes: serialized.keyframes || null, group: serialized.group || null, updated: serialized.updated || Date.now(), clientID: serialized.clientID || null, serverID: serialized.serverID || null, + jobID: serialized.jobID || null, parentID: serialized.parentID || null, frame: serialized.frame, @@ -211,6 +216,9 @@ export default class ObjectState { serverID: { get: () => data.serverID, }, + jobID: { + get: () => data.jobID, + }, parentID: { get: () => data.parentID, }, @@ -457,6 +465,12 @@ export default class ObjectState { return []; }, }, + conflict: { + get: () => data.conflict, + set: (conflict) => { + data.conflict = conflict; + }, + }, }), ); diff --git a/cvat-core/src/quality-conflict.ts b/cvat-core/src/quality-conflict.ts new file mode 100644 index 000000000000..adea789f0d04 --- /dev/null +++ b/cvat-core/src/quality-conflict.ts @@ -0,0 +1,115 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +export enum QualityConflictType { + EXTRA = 'extra_annotation', + MISMATCHING = 'mismatching_label', + MISSING = 'missing_annotation', +} + +export interface RawQualityConflictData { + id?: number; + frame?: number; + type?: string; + annotation_ids?: RawAnnotationConflictData[]; + data?: string; +} + +export interface RawAnnotationConflictData { + job_id?: number; + obj_id?: number; + type?: string; + conflict_type?: string; +} + +export class AnnotationConflict { + public readonly jobId: number; + public readonly objId: number; + public readonly type: string; + public readonly conflictType: QualityConflictType; + + constructor(initialData: RawAnnotationConflictData) { + const data: RawAnnotationConflictData = { + job_id: undefined, + obj_id: undefined, + type: undefined, + conflict_type: undefined, + }; + + for (const property in data) { + if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { + data[property] = initialData[property]; + } + } + + Object.defineProperties( + this, + Object.freeze({ + jobId: { + get: () => data.job_id, + }, + objId: { + get: () => data.obj_id, + }, + type: { + get: () => data.type, + }, + conflictType: { + get: () => data.conflict_type, + }, + }), + ); + } +} + +export default class QualityConflict { + public readonly id: number; + public readonly frame: number; + public readonly type: QualityConflictType; + public readonly annotationConflicts: AnnotationConflict[]; + public readonly data: string; + + constructor(initialData: RawQualityConflictData) { + const data: RawQualityConflictData = { + id: undefined, + frame: undefined, + type: undefined, + annotation_ids: [], + data: '', + }; + + for (const property in data) { + if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { + data[property] = initialData[property]; + } + } + + data.annotation_ids = data.annotation_ids + .map((rawData: RawAnnotationConflictData) => new AnnotationConflict({ + ...rawData, + conflict_type: data.type, + })); + + Object.defineProperties( + this, + Object.freeze({ + id: { + get: () => data.id, + }, + frame: { + get: () => data.frame, + }, + type: { + get: () => data.type, + }, + annotationConflicts: { + get: () => data.annotation_ids, + }, + data: { + get: () => data.data, + }, + }), + ); + } +} diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index 5a57aef803a8..ccd4896c908d 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -90,8 +90,8 @@ export default class QualityReport { validCount: data.summary.valid_count, dsCount: data.summary.ds_count, gtCount: data.summary.gt_count, - accuracy: data.summary.valid_count / - (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count), + accuracy: (data.summary.valid_count / + (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count)) * 100, }), }, parameters: { diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index 3df4cb5f16fe..33ef751d41b7 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -21,6 +21,7 @@ import config from './config'; import DownloadWorker from './download.worker'; import { ServerError } from './exceptions'; import { FunctionsResponseBody } from './server-response-types'; +import { RawQualityConflictData } from './quality-conflict'; type Params = { org: number | string, @@ -2175,6 +2176,24 @@ async function getQualityReports(filter): Promise { } } +async function getQualityConflicts(filter): Promise { + const params = enableOrganization(); + const { backendAPI } = config; + + try { + const response = await Axios.get(`${backendAPI}/conflicts`, { + params: { + ...params, + ...filter, + }, + }); + + return response.data.results; + } catch (errorData) { + throw generateError(errorData); + } +} + export default Object.freeze({ server: Object.freeze({ setAuthData, @@ -2322,7 +2341,8 @@ export default Object.freeze({ analytics: Object.freeze({ quality: Object.freeze({ - get: getQualityReports, + reports: getQualityReports, + conflicts: getQualityConflicts, }), }), }); diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index ee2d3b886238..bda599128527 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -195,7 +195,7 @@ export function implementJob(Job) { }; // TODO: Check filter for annotations - Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters, GTAnnotaionsSource) { + Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters, groundTruthJobId) { if (!Array.isArray(filters)) { throw new ArgumentError('Filters must be an array'); } @@ -208,7 +208,7 @@ export function implementJob(Job) { throw new ArgumentError(`Frame ${frame} does not exist in the job`); } - const annotationsData = await getAnnotations(this, frame, allTracks, filters, GTAnnotaionsSource); + const annotationsData = await getAnnotations(this, frame, allTracks, filters, groundTruthJobId); const deletedFrames = await getDeletedFrames('job', this.id); if (frame in deletedFrames) { return []; diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 8aac64e02e59..3b7ec957bd77 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -67,14 +67,14 @@ function buildDuplicatedAPI(prototype) { return result; }, - async get(frame, allTracks = false, filters = [], GTAnnotaionsSource = null) { + async get(frame, allTracks = false, filters = [], groundTruthJobId = null) { const result = await PluginRegistry.apiWrapper.call( this, prototype.annotations.get, frame, allTracks, filters, - GTAnnotaionsSource, + groundTruthJobId, ); return result; }, diff --git a/cvat-ui/src/actions/analytics-actions.ts b/cvat-ui/src/actions/analytics-actions.ts index 549bda6a894c..0c79420ed4a8 100644 --- a/cvat-ui/src/actions/analytics-actions.ts +++ b/cvat-ui/src/actions/analytics-actions.ts @@ -6,7 +6,7 @@ import { getCore, QualityReport, Task } from 'cvat-core-wrapper'; import { Dispatch, ActionCreator } from 'redux'; import { QualityQuery } from 'reducers'; import { ActionUnion, createAction, ThunkAction } from 'utils/redux'; -import { filterNull } from 'utils/filter-null'; +// import { filterNull } from 'utils/filter-null'; const cvat = getCore(); @@ -34,8 +34,8 @@ export const getQualityReportsAsync = (task: Task, query: QualityQuery): ThunkAc try { // reports are returned in order -created_date - const [taskReport] = await cvat.analytics.quality.get({ taskId: task.id, target: 'task' }); - const jobReports = await cvat.analytics.quality.get({ taskId: task.id, target: 'job' }); + const [taskReport] = await cvat.analytics.quality.reports({ taskId: task.id, target: 'task' }); + const jobReports = await cvat.analytics.quality.reports({ taskId: task.id, target: 'job' }); const jobIds = task.jobs.map((job) => job.id); const relevantReports: QualityReport[] = []; jobIds.forEach((jobId: number) => { diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index d31d1a33cbd0..887c88dc06df 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -13,7 +13,7 @@ import { RectDrawingMethod, CuboidDrawingMethod, Canvas, CanvasMode as Canvas2DMode, } from 'cvat-canvas-wrapper'; import { - getCore, MLModel, DimensionType, JobType, Job, + getCore, MLModel, DimensionType, JobType, Job, QualityConflict, } from 'cvat-core-wrapper'; import logger, { LogType } from 'cvat-logger'; import { getCVATStore } from 'cvat-store'; @@ -595,11 +595,7 @@ export function changeFrameAsync( visible: statisticsVisible, }, } = state.annotation; - const { - shapes: { - showGroundTruth, - }, - } = state.settings; + const { filters, frame, showAllInterpolationTracks } = receiveAnnotationsParameters(); try { @@ -619,7 +615,6 @@ export function changeFrameAsync( delay: currentState.annotation.player.frame.delay, changeTime: currentState.annotation.player.frame.changeTime, states: currentState.annotation.annotations.states, - groundTruthStates: currentState.annotation.annotations.groundTruthStates, minZ: currentState.annotation.annotations.zLayer.min, maxZ: currentState.annotation.annotations.zLayer.max, curZ: currentState.annotation.annotations.zLayer.cur, @@ -640,9 +635,9 @@ export function changeFrameAsync( } const data = await job.frames.get(toFrame, fillBuffer, frameStep); - let states = await job.annotations.get(toFrame, showAllInterpolationTracks, filters); - const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); - if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); + const states = await job.annotations.get(toFrame, showAllInterpolationTracks, filters); + // const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); + // if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); if (!isAbleToChangeFrame() || statisticsVisible || propagateVisible) { // while doing async actions above, canvas can become used by a user in another way @@ -687,7 +682,6 @@ export function changeFrameAsync( filename: data.filename, relatedFiles: data.relatedFiles, states, - groundTruthStates, minZ, maxZ, curZ: maxZ, @@ -893,7 +887,6 @@ export function getJobAsync( settings: { workspace: { showAllInterpolationTracks }, player: { showDeletedFrames }, - shapes: { showGroundTruth }, }, } = state; @@ -948,12 +941,16 @@ export function getJobAsync( }); } - const GTAnnotaionsSource = gtJob ? gtJob.id : null; - let states = await job.annotations.get( - frameNumber, showAllInterpolationTracks, filters, GTAnnotaionsSource, + const groundTruthJobId = gtJob ? gtJob.id : null; + const states = await job.annotations.get( + frameNumber, showAllInterpolationTracks, filters, groundTruthJobId, ); - const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); - if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); + + let conflicts: QualityConflict[] = []; + if (groundTruthJobId) { + const [report] = await cvat.analytics.quality.reports({ jobId: job.id, target: 'job' }); + if (report) conflicts = await cvat.analytics.quality.conflicts({ reportId: report.id }); + } const issues = await job.issues(); const [minZ, maxZ] = computeZRange(states); @@ -967,9 +964,10 @@ export function getJobAsync( payload: { openTime, job, + groundTruthJobId, issues, states, - groundTruthStates, + conflicts, frameNumber, frameFilename: frameData.filename, relatedFiles: frameData.relatedFiles, diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx index 9b43ee8a825f..5c2cf8acf3f9 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx @@ -33,6 +33,7 @@ interface ReviewContextMenuProps { top: number; left: number; latestComments: string[]; + conflict: { description: string }; onClick: (param: MenuInfo) => void; } @@ -41,16 +42,25 @@ enum ReviewContextMenuKeys { QUICK_ISSUE_POSITION = 'quick_issue_position', QUICK_ISSUE_ATTRIBUTE = 'quick_issue_attribute', QUICK_ISSUE_FROM_LATEST = 'quick_issue_from_latest', + QUICK_ISSUE_FROM_CONFLICT = 'quick_issue_from_conflict', } function ReviewContextMenu({ - top, left, latestComments, onClick, + top, left, latestComments, conflict, onClick, }: ReviewContextMenuProps): JSX.Element { return ( Open an issue ... + {conflict ? ( + + {`Open an issue: ${conflict.description}`} + + ) : null} Quick issue: incorrect position @@ -97,6 +107,7 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { if (!visible || contextMenuClientID === null) { return null; } + const state = objectStates.find((_state: any): boolean => _state.clientID === contextMenuClientID); if (workspace === Workspace.REVIEW_WORKSPACE) { return ReactDOM.createPortal( @@ -104,9 +115,9 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { key={contextMenuClientID} top={top} left={left} + conflict={state.conflict} latestComments={latestComments} onClick={(param: MenuInfo) => { - const state = objectStates.find((_state: any): boolean => _state.clientID === contextMenuClientID); if (state) { let { points } = state; if ([ShapeType.ELLIPSE, ShapeType.RECTANGLE].includes(state.shapeType)) { @@ -144,6 +155,8 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { openIssue(points, config.QUICK_ISSUE_INCORRECT_POSITION_TEXT); } else if (param.key === ReviewContextMenuKeys.QUICK_ISSUE_ATTRIBUTE) { openIssue(points, config.QUICK_ISSUE_INCORRECT_ATTRIBUTE_TEXT); + } else if (param.key === ReviewContextMenuKeys.QUICK_ISSUE_FROM_CONFLICT) { + openIssue(points, state.conflict.description); } else if ( param.keyPath.length === 2 && param.keyPath[1] === ReviewContextMenuKeys.QUICK_ISSUE_FROM_LATEST diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index b1ca5a2b7644..bcc82edfa342 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -17,7 +17,9 @@ import { import { LogType } from 'cvat-logger'; import { Canvas } from 'cvat-canvas-wrapper'; import { Canvas3d } from 'cvat-canvas3d-wrapper'; -import { getCore } from 'cvat-core-wrapper'; +import { + AnnotationConflict, ObjectState, QualityConflict, getCore, +} from 'cvat-core-wrapper'; import config from 'config'; import CVATTooltip from 'components/common/cvat-tooltip'; import FrameTags from 'components/annotation-page/tag-annotation-workspace/frame-tags'; @@ -66,6 +68,7 @@ interface StateToProps { activatedStateID: number | null; activatedElementID: number | null; activatedAttributeID: number | null; + statesSources: number[]; annotations: any[]; frameData: any; frameAngle: number; @@ -105,6 +108,7 @@ interface StateToProps { switchableAutomaticBordering: boolean; keyMap: KeyMap; showTagsOnFrame: boolean; + conflicts: QualityConflict[]; } interface DispatchToProps { @@ -153,6 +157,7 @@ function mapStateToProps(state: CombinedState): StateToProps { activatedStateID, activatedElementID, activatedAttributeID, + statesSources, zLayer: { cur: curZLayer, min: minZLayer, max: maxZLayer }, }, workspace, @@ -186,6 +191,7 @@ function mapStateToProps(state: CombinedState): StateToProps { }, }, shortcuts: { keyMap }, + review: { conflicts }, } = state; return { @@ -237,6 +243,8 @@ function mapStateToProps(state: CombinedState): StateToProps { activeControl === ActiveControl.DRAW_POLYLINE || activeControl === ActiveControl.DRAW_MASK || activeControl === ActiveControl.EDIT, + statesSources, + conflicts, }; } @@ -422,6 +430,7 @@ class CanvasWrapperComponent extends React.PureComponent { showProjections, colorBy, onFetchAnnotation, + statesSources, } = this.props; const { canvasInstance } = this.props as { canvasInstance: Canvas }; @@ -496,6 +505,7 @@ class CanvasWrapperComponent extends React.PureComponent { if ( prevProps.annotations !== annotations || + prevProps.statesSources !== statesSources || prevProps.frameData !== frameData || prevProps.curZLayer !== curZLayer ) { @@ -864,13 +874,35 @@ class CanvasWrapperComponent extends React.PureComponent { private updateCanvas(): void { const { - curZLayer, annotations, frameData, canvasInstance, + curZLayer, annotations, frameData, canvasInstance, statesSources, conflicts, + workspace, } = this.props; - + console.log(annotations, conflicts); if (frameData !== null && canvasInstance) { + const filteredAnnotations = annotations.filter((e) => e.objectType !== ObjectType.TAG); + const shownAnnotations = filteredAnnotations.filter((e) => !e.jobID || statesSources.includes(e.jobID)); + const annotatationConflicts = conflicts.reduce( + (acc, qualityConflict: QualityConflict) => { + acc.push(qualityConflict.annotationConflicts[0]); + return acc; + }, [], + ); + filteredAnnotations.forEach((objectState: ObjectState) => { + const conflict = annotatationConflicts.find( + (c: AnnotationConflict) => c.objId === objectState.serverID && c.jobId === objectState.jobID, + ); + if (conflict && workspace === Workspace.REVIEW_WORKSPACE) { + objectState.conflict = { description: conflict.conflictType }; + } else { + objectState.conflict = null; + } + }); + const finalAnnotations = filteredAnnotations.filter((objectState: ObjectState) => ( + shownAnnotations.includes(objectState) || objectState.conflict + )); canvasInstance.setup( frameData, - frameData.deleted ? [] : annotations.filter((e) => e.objectType !== ObjectType.TAG), + frameData.deleted ? [] : finalAnnotations, curZLayer, ); } diff --git a/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx b/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx index bd75dd1409a2..ff2bb6f73b7a 100644 --- a/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx +++ b/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx @@ -13,6 +13,7 @@ import ObjectSideBarComponent from 'components/annotation-page/standard-workspac import ObjectsListContainer from 'containers/annotation-page/standard-workspace/objects-side-bar/objects-list'; import CanvasContextMenuContainer from 'containers/annotation-page/canvas/canvas-context-menu'; import IssueAggregatorComponent from 'components/annotation-page/review/issues-aggregator'; +import ConflictAggregatorComponent from 'components/annotation-page/review/conflicts-aggregator'; export default function ReviewWorkspaceComponent(): JSX.Element { return ( @@ -22,6 +23,7 @@ export default function ReviewWorkspaceComponent(): JSX.Element { } /> + ); } diff --git a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx new file mode 100644 index 000000000000..ef381d2a4e66 --- /dev/null +++ b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx @@ -0,0 +1,47 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import React, { + ReactPortal, useRef, +} from 'react'; +import ReactDOM from 'react-dom'; +import Tag from 'antd/lib/tag'; +import { + ExclamationCircleOutlined, +} from '@ant-design/icons'; + +import CVATTooltip from 'components/common/cvat-tooltip'; + +interface Props { + top: number; + left: number; + angle: number; + scale: number; + text: string + onClick: () => void; +} + +export default function ConflictLabel(props: Props): ReactPortal { + const { + top, left, angle, scale, onClick, text, + } = props; + + const ref = useRef(null); + + const elementID = `cvat-hidden-issue-label-${top}`; + return ReactDOM.createPortal( + + + + + , + window.document.getElementById('cvat_canvas_attachment_board') as HTMLElement, + ); +} diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx new file mode 100644 index 000000000000..a6c2144d08df --- /dev/null +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -0,0 +1,94 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import './styles.scss'; +import React, { useState, useEffect } from 'react'; +import { useSelector } from 'react-redux'; + +import { CombinedState } from 'reducers'; +import { Canvas } from 'cvat-canvas/src/typescript/canvas'; + +import { AnnotationConflict, ObjectState, QualityConflict } from 'cvat-core-wrapper'; +import { translateToCanvas } from 'cvat-canvas/src/typescript/shared'; +import ConflictLabel from './conflict-label'; + +export default function ConflictAggregatorComponent(): JSX.Element | null { + const qualityConflicts = useSelector((state: CombinedState): any[] => state.review.conflicts); + const objectStates = useSelector((state: CombinedState): any[] => state.annotation.annotations.states); + const currentFrame = useSelector((state: CombinedState): number => state.annotation.player.frame.number); + const frameQualityConflicts = qualityConflicts.filter( + (conflict: QualityConflict) => conflict.frame === currentFrame, + ); + const conflicts = frameQualityConflicts.map((f: QualityConflict) => f.annotationConflicts[0]); + + const canvasInstance = useSelector((state: CombinedState) => state.annotation.canvas.instance); + const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); + const [geometry, setGeometry] = useState(null); + const conflictLabels: JSX.Element[] = []; + useEffect(() => { + if (canvasInstance instanceof Canvas) { + const { geometry: updatedGeometry } = canvasInstance; + setGeometry(updatedGeometry); + + const geometryListener = (): void => { + setGeometry(canvasInstance.geometry); + }; + + canvasInstance.html().addEventListener('canvas.zoom', geometryListener); + canvasInstance.html().addEventListener('canvas.fit', geometryListener); + canvasInstance.html().addEventListener('canvas.reshape', geometryListener); + + return () => { + canvasInstance.html().removeEventListener('canvas.zoom', geometryListener); + canvasInstance.html().removeEventListener('canvas.fit', geometryListener); + canvasInstance.html().addEventListener('canvas.reshape', geometryListener); + }; + } + + return () => {}; + }, [canvasInstance]); + const [mapping, setMapping] = useState([]); + useEffect(() => { + if (geometry) { + const newMapping = conflicts.map((c: AnnotationConflict) => { + const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); + if (state) { + const points = [state.points[0], state.points[1]]; + const [x, y] = translateToCanvas(geometry?.offset, points); + return { + description: c.conflictType, + x, + y, + }; + } + return []; + }).filter((el) => !Array.isArray(el)); + setMapping(newMapping); + } + }, [geometry]); + + if (!(canvasInstance instanceof Canvas) || !canvasIsReady || !geometry) { + return null; + } + + for (const conflict of mapping) { + conflictLabels.push( + {}} + />, + ); + } + + return ( + <> + {conflictLabels} + + ); +} diff --git a/cvat-ui/src/components/annotation-page/review/styles.scss b/cvat-ui/src/components/annotation-page/review/styles.scss index 949844d26ebc..bb4a9f9cc4dc 100644 --- a/cvat-ui/src/components/annotation-page/review/styles.scss +++ b/cvat-ui/src/components/annotation-page/review/styles.scss @@ -37,6 +37,31 @@ } } +.cvat-conflict-label { + position: absolute; + min-width: 2 * $grid-unit-size; + opacity: 0.8; + z-index: 100; + transition: none; + pointer-events: auto; + overflow: hidden; + text-overflow: ellipsis; + border-radius: 0; + transform-origin: top left; + background: none; + border: none; + + &:hover { + opacity: 1; + } + + svg { + fill: red; + width: 1.5em; + height: 1.5em; + } +} + .cvat-issue-dialog { width: $grid-unit-size * 35; position: absolute; diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 517f705a6c3f..516798ae9f84 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -156,7 +156,7 @@ function JobListComponent(props: Props): JSX.Element { color: getQualityColor(meanAccuracy), }} > - {meanAccuracy || 'N/A'} + {Number.isNaN(meanAccuracy) ? 'N/A' : `${meanAccuracy}%`} ); }, diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 2530425fe598..aad8a4117a75 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -30,10 +30,10 @@ function MeanQuality(props: Props): JSX.Element {
{taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx index feb2c8788221..67eef67f8473 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx @@ -69,6 +69,7 @@ function mapStateToProps(state: CombinedState): StateToProps { activatedStateID, activatedElementID, zLayer: { min: minZLayer, max: maxZLayer }, + statesSources, }, job: { instance: jobInstance }, player: { @@ -84,8 +85,8 @@ function mapStateToProps(state: CombinedState): StateToProps { let statesHidden = true; let statesLocked = true; - - objectStates.forEach((objectState: ObjectState) => { + const filteredStates = objectStates.filter((e) => !e.jobID || statesSources.includes(e.jobID)); + filteredStates.forEach((objectState: ObjectState) => { const { lock } = objectState; if (!lock) { if (objectState.objectType !== ObjectType.TAG) { @@ -106,7 +107,7 @@ function mapStateToProps(state: CombinedState): StateToProps { statesLocked, statesCollapsedAll: collapsedAll, collapsedStates: collapsed, - objectStates, + objectStates: filteredStates, frameNumber, jobInstance, annotationsFilters, diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index 1a0c4b79d822..b1c079f63a0e 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -15,6 +15,7 @@ import { SerializedAttribute, SerializedLabel } from 'cvat-core/src/server-respo import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; import QualityReport from 'cvat-core/src/quality-report'; +import QualityConflict, { AnnotationConflict } from 'cvat-core/src/quality-conflict'; import { ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, JobStage, JobState, @@ -63,6 +64,8 @@ export { JobStage, JobState, QualityReport, + QualityConflict, + AnnotationConflict, }; export type { diff --git a/cvat-ui/src/reducers/analytics-reducer.ts b/cvat-ui/src/reducers/analytics-reducer.ts index f0a0564de7fd..60ea1380c515 100644 --- a/cvat-ui/src/reducers/analytics-reducer.ts +++ b/cvat-ui/src/reducers/analytics-reducer.ts @@ -12,6 +12,7 @@ const defaultState: AnalyticsState = { jobsReports: [], query: { taskId: null, + jobId: null, parentId: null, }, }, diff --git a/cvat-ui/src/reducers/annotation-reducer.ts b/cvat-ui/src/reducers/annotation-reducer.ts index 7914f589cb40..de7bab47563b 100644 --- a/cvat-ui/src/reducers/annotation-reducer.ts +++ b/cvat-ui/src/reducers/annotation-reducer.ts @@ -56,6 +56,7 @@ const defaultState: AnnotationState = { openTime: null, labels: [], requestedId: null, + groundTruthJobId: null, instance: null, attributes: {}, fetching: false, @@ -90,8 +91,8 @@ const defaultState: AnnotationState = { }, collapsed: {}, collapsedAll: true, + statesSources: [], states: [], - groundTruthStates: [], filters: [], resetGroupFlag: false, history: { @@ -141,7 +142,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { const { job, states, - groundTruthStates, openTime, frameNumber: number, frameFilename: filename, @@ -151,6 +151,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { frameData: data, minZ, maxZ, + groundTruthJobId, } = action.payload; const isReview = job.stage === JobStage.REVIEW; @@ -182,17 +183,18 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { acc[label.id] = label.attributes; return acc; }, {}), + groundTruthJobId, }, annotations: { ...state.annotations, states, - groundTruthStates, filters, zLayer: { min: minZ, max: maxZ, cur: maxZ, }, + statesSources: [job.id], }, player: { ...state.player, @@ -265,7 +267,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { filename, relatedFiles, states, - groundTruthStates, minZ, maxZ, curZ, @@ -290,7 +291,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state.annotations, activatedStateID: updateActivatedStateID(states, activatedStateID), states, - groundTruthStates, zLayer: { min: minZ, max: maxZ, @@ -1096,9 +1096,9 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { return state; } - let newStates = state.annotations.states; + let { statesSources } = state.annotations; if (workspace !== Workspace.REVIEW_WORKSPACE) { - newStates = state.annotations.states.filter((_state: any) => !_state.isGroundTruth); + statesSources = [state.job.instance.id]; } return { @@ -1108,7 +1108,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state.annotations, activatedStateID: null, activatedAttributeID: null, - states: newStates, + statesSources, }, }; } @@ -1193,7 +1193,10 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state, annotations: { ...state.annotations, - states: [...state.annotations.states, ...state.annotations.groundTruthStates], + statesSources: [ + state.job.instance.id, + state.job.groundTruthJobId, + ], }, }; } @@ -1201,7 +1204,9 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state, annotations: { ...state.annotations, - states: state.annotations.states.filter((_state: any) => !_state.isGroundTruth), + statesSources: [ + state.job.instance.id, + ], }, }; } diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index a92df9aec10d..9fc88e0e2acc 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -6,7 +6,7 @@ import { Canvas3d } from 'cvat-canvas3d/src/typescript/canvas3d'; import { Canvas, RectDrawingMethod, CuboidDrawingMethod } from 'cvat-canvas-wrapper'; import { - Webhook, MLModel, ModelProvider, Organization, QualityReport, + Webhook, MLModel, ModelProvider, Organization, QualityReport, QualityConflict, } from 'cvat-core-wrapper'; import { IntelligentScissors } from 'utils/opencv-wrapper/intelligent-scissors'; import { KeyMap } from 'utils/mousetrap-react'; @@ -677,6 +677,7 @@ export interface AnnotationState { openTime: null | number; labels: any[]; requestedId: number | null; + groundTruthJobId: number | null; instance: any | null | undefined; attributes: Record; fetching: boolean; @@ -712,8 +713,8 @@ export interface AnnotationState { activatedAttributeID: number | null; collapsed: Record; collapsedAll: boolean; + statesSources: number[]; states: any[]; - groundTruthStates: any[]; filters: any[]; resetGroupFlag: boolean; history: { @@ -856,6 +857,8 @@ export interface ReviewState { newIssuePosition: number[] | null; issuesHidden: boolean; issuesResolvedHidden: boolean; + conflicts: QualityConflict[]; + frameConflicts: QualityConflict[]; fetching: { jobId: number | null; issueId: number | null; @@ -893,6 +896,7 @@ export interface WebhooksState { export interface QualityQuery { taskId: number | null; + jobId: number | null; parentId: number | null; } diff --git a/cvat-ui/src/reducers/review-reducer.ts b/cvat-ui/src/reducers/review-reducer.ts index 007c89b6f98c..dd4d507eccf3 100644 --- a/cvat-ui/src/reducers/review-reducer.ts +++ b/cvat-ui/src/reducers/review-reducer.ts @@ -6,12 +6,15 @@ import config from 'config'; import { AnnotationActionTypes } from 'actions/annotation-actions'; import { ReviewActionTypes } from 'actions/review-actions'; import { AuthActionTypes } from 'actions/auth-actions'; +import { QualityConflict } from 'cvat-core-wrapper'; import { ReviewState } from '.'; const defaultState: ReviewState = { issues: [], latestComments: [], frameIssues: [], // saved on the server and not saved on the server + conflicts: [], + frameConflicts: [], newIssuePosition: null, issuesHidden: false, issuesResolvedHidden: false, @@ -26,14 +29,18 @@ export default function (state: ReviewState = defaultState, action: any): Review case AnnotationActionTypes.GET_JOB_SUCCESS: { const { issues, + conflicts, frameData: { number: frame }, } = action.payload; const frameIssues = issues.filter((issue: any): boolean => issue.frame === frame); + const frameConflicts = conflicts.filter((conflict: QualityConflict): boolean => conflict.frame === frame); return { ...state, issues, frameIssues, + conflicts, + frameConflicts, }; } case AnnotationActionTypes.CHANGE_FRAME: { @@ -81,6 +88,7 @@ export default function (state: ReviewState = defaultState, action: any): Review return { ...state, frameIssues: state.issues.filter((issue: any): boolean => issue.frame === frame), + frameConflicts: state.conflicts.filter((conflict: any): boolean => conflict.frame === frame), }; } case ReviewActionTypes.START_ISSUE: { From a0b4fcfbf755713dea79191525fc38c1958864c6 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 10:39:35 +0300 Subject: [PATCH 049/257] fixed conflicts on changing frames --- .../components/annotation-page/review/conflicts-aggregator.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index a6c2144d08df..718d3080ce2e 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -66,7 +66,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { }).filter((el) => !Array.isArray(el)); setMapping(newMapping); } - }, [geometry]); + }, [geometry, objectStates]); if (!(canvasInstance instanceof Canvas) || !canvasIsReady || !geometry) { return null; From ffcc8f80173a24f7f70f6a9fcb7bddac96995e78 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 28 Apr 2023 11:04:10 +0300 Subject: [PATCH 050/257] Fix permission error --- cvat/apps/iam/rules/quality_reports.rego | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/iam/rules/quality_reports.rego b/cvat/apps/iam/rules/quality_reports.rego index 16a7abe9a54c..e3d195d1c872 100644 --- a/cvat/apps/iam/rules/quality_reports.rego +++ b/cvat/apps/iam/rules/quality_reports.rego @@ -68,7 +68,7 @@ filter = [] { # Django Q object to filter list of entries qobject := [ {"job__segment__task__organization": org.id}, {"job__segment__task__project__organization": org.id}, "|", - {"task__organization": org.id}, + {"task__organization": org.id}, "|", {"task__project__organization": org.id}, "|", ] } else = qobject { From b3619e1b340827ab95070a46a8e404a77fb52d3e Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 11:39:30 +0300 Subject: [PATCH 051/257] added fetch all for conflicts, gt info to sidebar --- cvat-canvas/src/scss/canvas.scss | 4 ++-- cvat-core/src/server-proxy.ts | 10 ++++------ .../objects-side-bar/object-item-basics.tsx | 3 +++ .../objects-side-bar/object-item.tsx | 3 +++ .../task-analytics-page/quality/job-list.tsx | 15 +++++++++++++++ .../objects-side-bar/object-item.tsx | 1 + 6 files changed, 28 insertions(+), 8 deletions(-) diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index e1bb89b9fd33..4b1c5e8ed205 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -149,12 +149,12 @@ polyline.cvat_canvas_shape_splitting { } .cvat_canvas_ground_truth { - stroke-dasharray: 45; + stroke-dasharray: 15; } .cvat_canvas_conflicted { stroke: red; - stroke-dasharray: 45; + stroke-dasharray: 15; } .cvat_canvas_shape_occluded_point { diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index 33ef751d41b7..6fcd4021d768 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -2181,14 +2181,12 @@ async function getQualityConflicts(filter): Promise { const { backendAPI } = config; try { - const response = await Axios.get(`${backendAPI}/conflicts`, { - params: { - ...params, - ...filter, - }, + const response = await fetchAll(`${backendAPI}/conflicts`, { + ...params, + ...filter, }); - return response.data.results; + return response.results; } catch (errorData) { throw generateError(errorData); } diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx index 12c63eadd5c4..d91908a9affa 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx @@ -23,6 +23,7 @@ interface Props { labels: any[]; shapeType: ShapeType; objectType: ObjectType; + isGroundTruth: boolean; color: string; colorBy: ColorBy; type: string; @@ -67,6 +68,7 @@ function ItemTopComponent(props: Props): JSX.Element { toBackgroundShortcut, toForegroundShortcut, removeShortcut, + isGroundTruth, changeColor, changeLabel, copy, @@ -100,6 +102,7 @@ function ItemTopComponent(props: Props): JSX.Element {
{clientID} + {isGroundTruth ?  GT : null}
{ + const conflicts = jobsReports[jobInstance.id]?.summary?.conflictsCount; + return ( + + {Number.isNaN(conflicts) ? 'N/A' : conflicts} + + ); + }, + }, { title: 'Quality', dataIndex: 'quality', @@ -169,6 +183,7 @@ function JobListComponent(props: Props): JSX.Element { stage: job, assignee: job, quality: job, + conflicts: job, }); return acc; diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx index 3b598bcef4f3..ad9d3491e966 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx @@ -336,6 +336,7 @@ class ObjectItemContainer extends React.PureComponent { serverID={objectState.serverID} locked={objectState.lock} labelID={objectState.label.id} + isGroundTruth={objectState.isGroundTruth} color={getColor(objectState, colorBy)} attributes={attributes} elements={objectState.elements} From 76713e2091ff794db49876e48819c6116ca8b34e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 28 Apr 2023 11:56:29 +0300 Subject: [PATCH 052/257] Fix counts --- cvat/apps/engine/quality_control.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 2b7ef847a51b..f5598b1f7c4a 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -973,8 +973,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - gt_annotations_count = np.sum(gt_ann_counts) + ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] + gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] self._frame_results.setdefault(frame_id, {}).update( error_count=len(conflicts), @@ -1101,8 +1101,8 @@ def _set_nested_key(d, path, value): missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - gt_annotations_count = np.sum(gt_ann_counts) + ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] + gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] mean_error_count = summary["error_count"] / len(intersection_frames) From 34a084bc8ef8c0c60be109c245fef08b11530245 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 12:25:12 +0300 Subject: [PATCH 053/257] added frame intersection to table, changed dashes --- cvat-canvas/src/scss/canvas.scss | 4 ++-- .../task-analytics-page/quality/job-list.tsx | 15 +++++++++++++++ 2 files changed, 17 insertions(+), 2 deletions(-) diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 4b1c5e8ed205..7db7dbe4174d 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -149,12 +149,12 @@ polyline.cvat_canvas_shape_splitting { } .cvat_canvas_ground_truth { - stroke-dasharray: 15; + stroke-dasharray: 1; } .cvat_canvas_conflicted { stroke: red; - stroke-dasharray: 15; + stroke-dasharray: 1; } .cvat_canvas_shape_occluded_point { diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index e0efc20851fd..9b3dc4278adf 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -143,6 +143,20 @@ function JobListComponent(props: Props): JSX.Element { record.assignee.assignee?.username || false ) === value, }, + { + title: 'Frame intersection', + dataIndex: 'frame_intersection', + key: 'frame_intersection', + className: 'cvat-job-item-frame-intersection', + render: (jobInstance: Job): JSX.Element => { + const frameSharePercent = jobsReports[jobInstance.id]?.summary?.frameSharePercent; + return ( + + {Number.isNaN(frameSharePercent) ? 'N/A' : `${Math.round(frameSharePercent * 100)}%`} + + ); + }, + }, { title: 'Conflicts', dataIndex: 'conflicts', @@ -184,6 +198,7 @@ function JobListComponent(props: Props): JSX.Element { assignee: job, quality: job, conflicts: job, + frame_intersection: job, }); return acc; From 96cef16485ba69a6319d2e730d9152d099e837f9 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 28 Apr 2023 12:33:38 +0300 Subject: [PATCH 054/257] Implement permission checks for new endpoints --- cvat/apps/engine/views.py | 25 ++++++- cvat/apps/iam/permissions.py | 38 +++++++++- cvat/apps/iam/rules/conflicts.rego | 111 +++++++++++++++++++++++++++++ 3 files changed, 172 insertions(+), 2 deletions(-) create mode 100644 cvat/apps/iam/rules/conflicts.rego diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 9111e5c8870d..25f731ae1bba 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -76,7 +76,7 @@ from . import models, task from .log import slogger -from cvat.apps.iam.permissions import (CloudStoragePermission, +from cvat.apps.iam.permissions import (AnnotationConflictPermission, CloudStoragePermission, CommentPermission, IssuePermission, JobPermission, LabelPermission, ProjectPermission, QualityReportPermission, TaskPermission, UserPermission) from cvat.apps.engine.cache import MediaCache @@ -2227,6 +2227,11 @@ def actions(self, request, pk): @extend_schema_view( list=extend_schema( summary='Method returns a paginated list of annotation conflicts', + parameters=[ + # These filters are implemented differently from others + OpenApiParameter('task_id', type=OpenApiTypes.INT, + description='A simple equality filter for task id'), + ], responses={ '200': AnnotationConflictSerializer(many=True), }), @@ -2250,6 +2255,24 @@ class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): ordering = 'id' serializer_class = AnnotationConflictSerializer + def get_queryset(self): + queryset = super().get_queryset() + + if self.action == 'list': + if task_id := self.request.GET.get('task_id', None): + # NOTE: This filter is too complex to be implemented by other means + task = Task.objects.get(id=task_id) + self.check_object_permissions(self.request, task) + queryset = queryset.filter( + Q(report__job__segment__task__id=task_id) | Q(report__task__id=task_id) + ) + else: + # In other cases permissions are checked already + perm = AnnotationConflictPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) + + return queryset + @extend_schema(tags=['quality_reports']) @extend_schema_view( diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index ac9eb2614003..94fa9db7f38b 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -18,7 +18,7 @@ from rest_framework.permissions import BasePermission from cvat.apps.organizations.models import Membership, Organization -from cvat.apps.engine.models import CloudStorage, Label, Project, QualityReport, Task, Job, Issue +from cvat.apps.engine.models import AnnotationConflict, CloudStorage, Label, Project, QualityReport, Task, Job, Issue from cvat.apps.webhooks.models import WebhookTypeChoice from cvat.utils.http import make_requests_session @@ -1638,6 +1638,7 @@ def get_scopes(request, view, obj): return [{ 'list': Scopes.LIST, 'retrieve': Scopes.VIEW, + 'data': Scopes.VIEW, }.get(view.action, None)] def get_resource(self): @@ -1667,6 +1668,41 @@ def get_resource(self): return data +class AnnotationConflictPermission(OpenPolicyAgentPermission): + obj: Optional[AnnotationConflict] + + class Scopes(StrEnum): + LIST = 'list' + + @classmethod + def create(cls, request, view, obj): + Scopes = __class__.Scopes + + permissions = [] + if view.basename == 'conflict': + for scope in cls.get_scopes(request, view, obj): + if scope == Scopes.LIST and isinstance(obj, Task): + permissions.append(TaskPermission.create_base_perm(request, view, + scope=TaskPermission.Scopes.VIEW, obj=obj)) + else: + permissions.append(cls.create_base_perm(request, view, scope, obj)) + + return permissions + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.url = settings.IAM_OPA_DATA_URL + '/conflicts/allow' + + @staticmethod + def get_scopes(request, view, obj): + Scopes = __class__.Scopes + return [{ + 'list': Scopes.LIST, + }.get(view.action, None)] + + def get_resource(self): + return None + class PolicyEnforcer(BasePermission): # pylint: disable=no-self-use diff --git a/cvat/apps/iam/rules/conflicts.rego b/cvat/apps/iam/rules/conflicts.rego new file mode 100644 index 000000000000..ba6a3e15f381 --- /dev/null +++ b/cvat/apps/iam/rules/conflicts.rego @@ -0,0 +1,111 @@ +package conflicts + +import future.keywords.if +import future.keywords.in + +import data.utils +import data.organizations + +# input: { +# "scope": <"view"|"list"> or null, +# "auth": { +# "user": { +# "id": , +# "privilege": <"admin"|"business"|"user"|"worker"> or null +# }, +# "organization": { +# "id": , +# "owner": { +# "id": +# }, +# "user": { +# "role": <"owner"|"maintainer"|"supervisor"|"worker"> or null +# } +# } or null, +# }, +# "resource": { +# "id": , +# "owner": { "id": }, +# "organization": { "id": } or null, +# "task": { +# "id": , +# "owner": { "id": }, +# "assignee": { "id": }, +# "organization": { "id": } or null, +# } or null, +# "project": { +# "id": , +# "owner": { "id": }, +# "assignee": { "id": }, +# "organization": { "id": } or null, +# } or null, +# } +# } + +default allow = false + +allow { + utils.is_admin +} + +allow { + input.scope == utils.LIST + utils.is_sandbox +} + +allow { + input.scope == utils.LIST + organizations.is_member +} + +filter = [] { # Django Q object to filter list of entries + utils.is_admin + utils.is_sandbox +} else = qobject { + utils.is_admin + utils.is_organization + org := input.auth.organization + qobject := [ + {"report__job__segment__task__organization": org.id}, + {"report__job__segment__task__project__organization": org.id}, "|", + {"report__task__organization": org.id}, "|", + {"report__task__project__organization": org.id}, "|", + ] +} else = qobject { + utils.is_sandbox + user := input.auth.user + qobject := [ + {"report__job__segment__task__owner_id": user.id}, + {"report__job__segment__task__assignee_id": user.id}, "|", + {"report__job__segment__task__project__owner_id": user.id}, "|", + {"report__job__segment__task__project__assignee_id": user.id}, "|", + {"report__task__owner_id": user.id}, "|", + {"report__task__assignee_id": user.id}, "|", + {"report__task__project__owner_id": user.id}, "|", + {"report__task__project__assignee_id": user.id}, "|", + ] +} else = qobject { + utils.is_organization + utils.has_perm(utils.USER) + organizations.has_perm(organizations.MAINTAINER) + org := input.auth.organization + qobject := [ + {"report__job__segment__task__organization": org.id}, + {"report__job__segment__task__project__organization": org.id}, "|", + {"report__task__organization": org.id}, "|", + {"report__task__project__organization": org.id}, "|", + ] +} else = qobject { + organizations.has_perm(organizations.WORKER) + user := input.auth.user + qobject := [ + {"report__job__segment__task__owner_id": user.id}, + {"report__job__segment__task__assignee_id": user.id}, "|", + {"report__job__segment__task__project__owner_id": user.id}, "|", + {"report__job__segment__task__project__assignee_id": user.id}, "|", + {"report__task__owner_id": user.id}, "|", + {"report__task__assignee_id": user.id}, "|", + {"report__task__project__owner_id": user.id}, "|", + {"report__task__project__assignee_id": user.id}, "|", + ] +} From 2e61c61c0df3befa1f66cd27288bfb8343e80a4a Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 12:35:52 +0300 Subject: [PATCH 055/257] fixed getting job if task is not available --- cvat-ui/src/actions/annotation-actions.ts | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index 887c88dc06df..e2df7ed65258 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -913,8 +913,11 @@ export function getJobAsync( const [job] = await cvat.jobs.get({ jobID: jid }); let gtJob = null; if (job.type === JobType.NORMAL) { - const [task] = await cvat.tasks.get({ id: tid }); - [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); + try { + const [task] = await cvat.tasks.get({ id: tid }); + [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); + // eslint-disable-next-line no-empty + } catch (e) {} } // navigate to correct first frame according to setup From 05c13d1f7397dc821368785385aa08016d50d7b6 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 28 Apr 2023 13:26:02 +0300 Subject: [PATCH 056/257] hide gt annotations on conflict --- .../annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index bcc82edfa342..1efd0bdd020c 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -898,7 +898,7 @@ class CanvasWrapperComponent extends React.PureComponent { } }); const finalAnnotations = filteredAnnotations.filter((objectState: ObjectState) => ( - shownAnnotations.includes(objectState) || objectState.conflict + shownAnnotations.includes(objectState) )); canvasInstance.setup( frameData, From 4fe0418492df6ec720272fcd88a1197d6d434a9f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 28 Apr 2023 13:55:59 +0300 Subject: [PATCH 057/257] Add low overlap conflict type --- .../0075_alter_annotationconflict_type.py | 18 +++++++++++++++ cvat/apps/engine/models.py | 1 + cvat/apps/engine/quality_control.py | 22 +++++++++++++++---- 3 files changed, 37 insertions(+), 4 deletions(-) create mode 100644 cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py diff --git a/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py new file mode 100644 index 000000000000..e8b7597aa9d6 --- /dev/null +++ b/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-04-28 10:55 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0074_rename_frame_id_annotationconflict_frame'), + ] + + operations = [ + migrations.AlterField( + model_name='annotationconflict', + name='type', + field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP')], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 207856e3286b..bb612e4e4b66 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1026,6 +1026,7 @@ class AnnotationConflictType(str, Enum): MISSING_ANNOTATION = 'missing_annotation' EXTRA_ANNOTATION = 'extra_annotation' MISMATCHING_LABEL = 'mismatching_label' + LOW_OVERLAP = 'low_overlap' def __str__(self) -> str: return self.value diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index f5598b1f7c4a..af1020ca6818 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -802,6 +802,8 @@ def __init__(self, self._frame_results = {} self.comparator = _Comparator(self._gt_dataset.categories()) + self.comparator._annotation_comparator.iou_threshold = 0 + self.overlap_threshold = 0.5 self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -852,7 +854,7 @@ def _generate_frame_annotation_conflicts( matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results - def _get_distance(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: + def _get_overlap(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: return pairwise_distances.get((id(gt_ann), id(ds_ann))) _matched_shapes = set( @@ -879,6 +881,18 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): matched_ann, distance = max(this_shape_distances, key=lambda v: v[1], default=(None, 0)) return matched_ann, distance + for gt_ann, ds_ann in list(matches + mismatches): + overlap = _get_overlap(gt_ann, ds_ann) + if overlap and overlap < self.overlap_threshold: + conflicts.append(AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.LOW_OVERLAP, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + )) + for unmatched_ann in gt_unmatched: conflicts.append( AnnotationConflict( @@ -914,15 +928,15 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) resulting_distances = [ - _get_distance(gt_ann, ds_ann) + _get_overlap(gt_ann, ds_ann) for gt_ann, ds_ann in itertools.chain(matches, mismatches) ] for unmatched_ann in itertools.chain(gt_unmatched, ds_unmatched): - matched_ann_id, distance = _find_closest_unmatched_shape(unmatched_ann) + matched_ann_id, overlap = _find_closest_unmatched_shape(unmatched_ann) if matched_ann_id is not None: _matched_shapes.add(matched_ann_id) - resulting_distances.append(distance) + resulting_distances.append(overlap) mean_iou = np.mean(resulting_distances) From a88ef0525884b125c797f9a1ef773c4bb57a3ad7 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 28 Apr 2023 20:54:57 +0300 Subject: [PATCH 058/257] Refactor some code --- cvat/apps/engine/quality_control.py | 173 +++++++++++++--------------- 1 file changed, 82 insertions(+), 91 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index af1020ca6818..ea348e409030 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -251,11 +251,11 @@ def from_dict(cls, d): ) @define(kw_only=True) -class QualityReportAnnotationComponentsSummary(_Serializable): +class ComparisonReportAnnotationComponentsSummary(_Serializable): shape: ComparisonReportAnnotationShapeSummary label: ComparisonReportAnnotationLabelSummary - def accumulate(self, other: QualityReportAnnotationComponentsSummary): + def accumulate(self, other: ComparisonReportAnnotationComponentsSummary): self.shape.accumulate(other.shape) self.label.accumulate(other.label) @@ -276,7 +276,7 @@ class ComparisonReportComparisonSummary(_Serializable): mean_conflict_count: float annotations: ComparisonReportAnnotationsSummary - annotation_components: QualityReportAnnotationComponentsSummary + annotation_components: ComparisonReportAnnotationComponentsSummary @property def frame_count(self) -> int: @@ -297,7 +297,8 @@ def from_dict(cls, d): conflict_count=d['conflict_count'], mean_conflict_count=d['mean_conflict_count'], annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), - annotation_components=QualityReportAnnotationComponentsSummary.from_dict(d['annotation_components']), + annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( + d['annotation_components']), ) @@ -314,23 +315,35 @@ def from_dict(cls, d): ) +@define(kw_only=True) +class ComparisonReportFrameSummary(_Serializable): + conflict_count: int + conflicts: List[AnnotationConflict] + + annotations: ComparisonReportAnnotationsSummary + annotation_components: ComparisonReportAnnotationComponentsSummary + + @classmethod + def from_dict(cls, d): + return cls( + conflict_count=d['conflict_count'], + conflicts=[AnnotationConflict.from_dict(v) for v in d['conflicts']], + annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), + annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( + d['annotation_components']), + ) + + @define(kw_only=True) class ComparisonReport(_Serializable): parameters: ComparisonReportParameters comparison_summary: ComparisonReportComparisonSummary dataset_summary: ComparisonReportDatasetSummary - conflicts: List[AnnotationConflict] + frame_results: Dict[int, ComparisonReportFrameSummary] @property - def conflicts_count(self) -> int: - return len(self.conflicts) - - def to_dict(self) -> dict: - result = super().to_dict() - result.update(**{ - k: getattr(self, k) for k in ['conflicts_count'] - }) - return result + def conflicts(self) -> List[AnnotationConflict]: + return list(itertools.chain.from_iterable(r.conflicts for r in self.frame_results.values())) @classmethod def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: @@ -338,7 +351,10 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: parameters=ComparisonReportParameters.from_dict(d['parameters']), comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), - conflicts=list(AnnotationConflict.from_dict(v) for v in d['conflicts']), + frame_results={ + k: ComparisonReportFrameSummary.from_dict(v) + for k, v in d['frame_results'].items() + } ) def to_json(self) -> str: @@ -349,7 +365,7 @@ def default(self, o: Any) -> Any: else: return super().default(o) - return json.dumps(self.to_dict(), cls=_JSONEncoder) + return json.dumps(self.to_dict(), cls=_JSONEncoder, indent=2) @classmethod def from_json(cls, data: str) -> ComparisonReport: @@ -799,11 +815,11 @@ def __init__(self, self._ds_dataset = self._ds_data_provider.dm_dataset self._gt_dataset = self._gt_data_provider.dm_dataset - self._frame_results = {} + self._frame_results: Dict[int, ComparisonReportFrameSummary] = {} self.comparator = _Comparator(self._gt_dataset.categories()) - self.comparator._annotation_comparator.iou_threshold = 0 - self.overlap_threshold = 0.5 + self.comparator._annotation_comparator.iou_threshold = 0.2 + self.overlap_threshold = 0.8 self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -971,7 +987,6 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): zip(itertools.repeat(None), ds_unmatched), zip(gt_unmatched, itertools.repeat(None)), ): - # TODO: separate keys and displayed labels ds_label_idx = confusion_matrix_labels_rmap[ds_ann.label if ds_ann else ds_ann] gt_label_idx = confusion_matrix_labels_rmap[gt_ann.label if gt_ann else gt_ann] confusion_matrix[ds_label_idx, gt_label_idx] += 1 @@ -990,49 +1005,40 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] - self._frame_results.setdefault(frame_id, {}).update( - error_count=len(conflicts), - annotations=dict( + self._frame_results[frame_id] = ComparisonReportFrameSummary( + conflict_count=len(conflicts), + annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, missing_count=missing_annotations_count, extra_count=extra_annotations_count, total_count=total_annotations_count, ds_count=ds_annotations_count, gt_count=gt_annotations_count, - accuracy=valid_annotations_count / (total_annotations_count or 1), - precision=valid_annotations_count / (ds_annotations_count or 1), - recall=valid_annotations_count / (gt_annotations_count or 1), - confusion_matrix=dict( + confusion_matrix=ConfusionMatrix( labels=list(confusion_matrix_labels.values()), - axes=dict( - cols='gt', - rows='ds' - ), rows=confusion_matrix, precision=label_precisions, recall=label_recalls, accuracy=label_accuracies, ) ), - annotation_element=dict( - shape=dict( + annotation_components=ComparisonReportAnnotationComponentsSummary( + shape=ComparisonReportAnnotationShapeSummary( valid_count=valid_shapes_count, missing_count=missing_shapes_count, extra_count=extra_shapes_count, total_count=total_shapes_count, ds_count=ds_shapes_count, gt_count=gt_shapes_count, - accuracy=valid_shapes_count / (total_shapes_count or 1), mean_iou=mean_iou, ), - label=dict( + label=ComparisonReportAnnotationLabelSummary( valid_count=valid_labels_count, invalid_count=invalid_labels_count, total_count=total_labels_count, - accuracy=valid_labels_count / (total_labels_count or 1), ), ), - errors=conflicts.copy(), + conflicts=conflicts.copy(), ) return conflicts @@ -1040,17 +1046,6 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): def generate_report(self) -> ComparisonReport: self._find_gt_conflicts() - def _get_nested_key(d, path): - for k in path: - d = d[k] - return d - - def _set_nested_key(d, path, value): - for k in path[:-1]: - d = d.setdefault(k, {}) - d[path[-1]] = value - return d - full_ds_comparable_shapes_count = 0 full_ds_comparable_attributes_count = 0 for item in self._ds_dataset: @@ -1065,34 +1060,26 @@ def _set_nested_key(d, path, value): # accumulate stats intersection_frames = [] - summary = {} + conflict_count = 0 + annotations = None + annotation_components = None mean_ious = [] + confusion_matrices = [] for frame_id, frame_result in self._frame_results.items(): intersection_frames.append(frame_id) + conflict_count += frame_result.conflict_count - for path in [ - ["annotation_element", "shape", "valid_count"], - ["annotation_element", "shape", "missing_count"], - ["annotation_element", "shape", "extra_count"], - ["annotation_element", "shape", "total_count"], - ["annotation_element", "shape", "ds_count"], - ["annotation_element", "shape", "gt_count"], - - ["annotation_element", "label", "valid_count"], - ["annotation_element", "label", "invalid_count"], - ["annotation_element", "label", "total_count"], - - ["annotations", "confusion_matrix", "rows"], - ["error_count"], - ]: - frame_value = _get_nested_key(frame_result, path) - try: - summary_value = _get_nested_key(summary, path) - _set_nested_key(summary, path, frame_value + summary_value) - except KeyError: - _set_nested_key(summary, path, frame_value) - - mean_ious.append(frame_result["annotation_element"]["shape"]["mean_iou"]) + if annotations is None: + annotations = deepcopy(frame_result.annotations) + else: + annotations.accumulate(frame_result.annotations) + confusion_matrices.append(frame_result.annotations.confusion_matrix.rows) + + if annotation_components is None: + annotation_components = deepcopy(frame_result.annotation_components) + else: + annotation_components.accumulate(frame_result.annotation_components) + mean_ious.append(frame_result.annotation_components.shape.mean_iou) confusion_matrix_labels = { i: label.name @@ -1103,7 +1090,12 @@ def _set_nested_key(d, path, value): confusion_matrix_labels_rmap = { k: i for i, k in enumerate(confusion_matrix_labels.keys()) } - confusion_matrix = _get_nested_key(summary, ["annotations", "confusion_matrix", "rows"]) + if confusion_matrices: + confusion_matrix = np.sum(confusion_matrices, axis=0) + else: + confusion_matrix = np.zeros( + (len(confusion_matrix_labels), len(confusion_matrix_labels)), dtype=int + ) matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) @@ -1118,7 +1110,7 @@ def _set_nested_key(d, path, value): ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] - mean_error_count = summary["error_count"] / len(intersection_frames) + mean_conflict_count = conflict_count / (len(intersection_frames) or 1) return ComparisonReport( parameters=ComparisonReportParameters( @@ -1131,8 +1123,8 @@ def _set_nested_key(d, path, value): frame_share_percent=len(intersection_frames) / (len(self._ds_dataset) or 1), frames=intersection_frames, - conflict_count=summary["error_count"], - mean_conflict_count=mean_error_count, + conflict_count=conflict_count, + mean_conflict_count=mean_conflict_count, annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, @@ -1150,20 +1142,20 @@ def _set_nested_key(d, path, value): ) ), - annotation_components=QualityReportAnnotationComponentsSummary( + annotation_components=ComparisonReportAnnotationComponentsSummary( shape=ComparisonReportAnnotationShapeSummary( - valid_count=_get_nested_key(summary, ["annotation_element", "shape", "valid_count"]), - missing_count=_get_nested_key(summary, ["annotation_element", "shape", "missing_count"]), - extra_count=_get_nested_key(summary, ["annotation_element", "shape", "extra_count"]), - total_count=_get_nested_key(summary, ["annotation_element", "shape", "total_count"]), - ds_count=_get_nested_key(summary, ["annotation_element", "shape", "ds_count"]), - gt_count=_get_nested_key(summary, ["annotation_element", "shape", "gt_count"]), + valid_count=annotation_components.shape.valid_count, + missing_count=annotation_components.shape.missing_count, + extra_count=annotation_components.shape.extra_count, + total_count=annotation_components.shape.total_count, + ds_count=annotation_components.shape.ds_count, + gt_count=annotation_components.shape.gt_count, mean_iou=np.mean(mean_ious), ), label=ComparisonReportAnnotationLabelSummary( - valid_count=_get_nested_key(summary, ["annotation_element", "label", "valid_count"]), - invalid_count=_get_nested_key(summary, ["annotation_element", "label", "invalid_count"]), - total_count=_get_nested_key(summary, ["annotation_element", "label", "total_count"]), + valid_count=annotation_components.label.valid_count, + invalid_count=annotation_components.label.invalid_count, + total_count=annotation_components.label.total_count, ), ), ), @@ -1173,9 +1165,7 @@ def _set_nested_key(d, path, value): shape_count=full_ds_comparable_shapes_count, ), - conflicts=list(itertools.chain.from_iterable( - r["errors"] for r in self._frame_results.values() - )) + frame_results=self._frame_results ) @@ -1215,6 +1205,7 @@ def schedule_quality_check_job(self, task: models.Task): # Report has never been computed queue_job_id = self._make_initial_queue_job_id(task) else: + # TODO: fix enqueuing if the job is just scheduled # Ensure there is an updating job in the queue next_update_time = last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY queue_job_id = self._make_regular_queue_job_id(task, next_update_time) @@ -1309,7 +1300,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): shape_count=task_shapes_count ), - conflicts=task_conflicts + frame_results={}, ) with transaction.atomic(): @@ -1345,7 +1336,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): target_last_updated=task.updated_date, gt_last_updated=gt_job.updated_date, data=task_report_data.to_json(), - conflicts=[c.to_dict() for c in task_report_data.conflicts], + conflicts=[], # the task doesn't have own conflicts children=list(job_quality_reports.values()), ) From 35286b403ceb88ddb551615eeb543c1cb2904945 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 01:49:57 +0300 Subject: [PATCH 059/257] optimizations - pre test full exclude --- cvat/apps/dataset_manager/annotation.py | 129 ++++++++++++---- cvat/apps/dataset_manager/bindings.py | 82 ++++++++--- cvat/apps/dataset_manager/task.py | 58 ++++++-- cvat/apps/dataset_manager/util.py | 13 ++ cvat/apps/engine/models.py | 3 + cvat/apps/engine/quality_control.py | 187 +++++++++++++++--------- cvat/apps/engine/serializers.py | 6 +- cvat/apps/engine/views.py | 15 +- 8 files changed, 359 insertions(+), 134 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 7fb5b84b202b..e005462c73d0 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -6,6 +6,7 @@ from copy import copy, deepcopy import math +from typing import Optional, Sequence import numpy as np from itertools import chain from scipy.optimize import linear_sum_assignment @@ -160,11 +161,18 @@ def merge(self, data, start_frame, overlap, dimension): tracks = TrackManager(self.data.tracks, dimension) tracks.merge(data.tracks, start_frame, overlap, dimension) - def to_shapes(self, end_frame, dimension): + def to_shapes(self, end_frame, dimension, *, + included_frames: Optional[Sequence[int]] = None, + include_outside_frames: bool = False + ): shapes = self.data.shapes tracks = TrackManager(self.data.tracks, dimension) - return shapes + tracks.to_shapes(end_frame) + if included_frames is not None: + shapes = [s for s in shapes if s["frame"] in included_frames] + + return shapes + tracks.to_shapes(end_frame, + included_frames=included_frames, include_outside_frames=include_outside_frames) def to_tracks(self): tracks = self.data.tracks @@ -408,39 +416,53 @@ def __init__(self, objects, dimension): self._dimension = dimension super().__init__(objects) - def to_shapes(self, end_frame, end_skeleton_frame=None): + def to_shapes(self, end_frame: int, *, + included_frames: Optional[Sequence[int]] = None, + include_outside_frames: bool = False, + ): shapes = [] for idx, track in enumerate(self.objects): track_shapes = {} + for shape in TrackManager.get_interpolated_shapes( track, 0, end_frame, self._dimension, - include_outside_frames=end_skeleton_frame is not None, + include_outside_frames=include_outside_frames, + included_frames=included_frames, ): + if included_frames is not None and shape["frame"] not in included_frames: + continue + shape["label_id"] = track["label_id"] shape["group"] = track["group"] shape["track_id"] = idx shape["attributes"] += track["attributes"] shape["elements"] = [] - track_shapes[shape["frame"]] = shape - last_frame = shape["frame"] - while end_skeleton_frame and shape["frame"] < end_skeleton_frame: - shape = deepcopy(shape) - shape["frame"] += 1 track_shapes[shape["frame"]] = shape - if len(track.get("elements", [])): + if not track_shapes: + # This track has no elements on the included frames + continue + + if track.get("elements"): track_elements = TrackManager(track["elements"], self._dimension) element_shapes = track_elements.to_shapes(end_frame, - end_skeleton_frame=last_frame) + included_frames=set(track_shapes.keys()) & (included_frames or []), + include_outside_frames=True # elements are controlled by the parent shape + ) for shape in element_shapes: + assert shape["frame"] in set(track_shapes.keys()) & (included_frames or []) track_shapes[shape["frame"]]["elements"].append(shape) - shapes.extend(list(track_shapes.values())) + # TODO: think if the whole shape can be filtered out if all elements are outside + # and outside shapes are not required + # if not include_outside_frames: + + shapes.extend(track_shapes.values()) return shapes @staticmethod @@ -505,16 +527,31 @@ def _modify_unmached_object(self, obj, end_frame): @staticmethod def get_interpolated_shapes( - track, start_frame, end_frame, dimension, *, include_outside_frames=False + track, start_frame, end_frame, dimension, *, + include_outside_frames=False, included_frames=None ): + def my_deepcopy(v): + if isinstance(v, dict): + return {k: my_deepcopy(vv) for k, vv in v.items()} + elif isinstance(v, (list, tuple, set)): + return type(v)(my_deepcopy(vv) for vv in v) + elif isinstance(v, (int, float, str, bool, type(None))): + return v + else: + return deepcopy(v) + def copy_shape(source, frame, points=None, rotation=None): - copied = deepcopy(source) + copied = source.copy() + copied["attributes"] = my_deepcopy(source["attributes"]) + copied["keyframe"] = False copied["frame"] = frame if rotation is not None: copied["rotation"] = rotation if points is not None: copied["points"] = points + else: + copied["points"] = source["points"].copy() return copied def find_angle_diff(right_angle, left_angle): @@ -539,7 +576,7 @@ def simple_interpolation(shape0, shape1): ) * offset + 360) % 360 points = shape0["points"] + diff * offset - shapes.append(copy_shape(shape0, frame, points.tolist(), rotation)) + shapes.append(copy_shape(shape0, frame, points, rotation)) return shapes @@ -618,7 +655,7 @@ def match_left_right(left_curve, right_curve): def match_right_left(left_curve, right_curve, left_right_matching): matched_right_points = list(chain.from_iterable(left_right_matching.values())) unmatched_right_points = filter(lambda x: x not in matched_right_points, range(len(right_curve))) - updated_matching = deepcopy(left_right_matching) + updated_matching = my_deepcopy(left_right_matching) for right_point in unmatched_right_points: left_point = find_nearest_pair(right_curve[right_point], left_curve) @@ -770,8 +807,11 @@ def polyshape_interpolation(shape0, shape1): shapes = [] is_polygon = shape0["type"] == ShapeType.POLYGON if is_polygon: - shape0["points"].extend(shape0["points"][:2]) - shape1["points"].extend(shape1["points"][:2]) + # Make the polygon closed for computations + shape0 = shape0.copy() + shape1 = shape1.copy() + shape0["points"] = shape0["points"] + shape0["points"][:2] + shape1["points"] = shape1["points"] + shape1["points"][:2] distance = shape1["frame"] - shape0["frame"] for frame in range(shape0["frame"] + 1, shape1["frame"]): @@ -781,6 +821,7 @@ def polyshape_interpolation(shape0, shape1): shapes.append(copy_shape(shape0, frame, points)) if is_polygon: + # Remove the extra point added shape0["points"] = shape0["points"][:-2] shape1["points"] = shape1["points"][:-2] for shape in shapes: @@ -815,26 +856,41 @@ def interpolate(shape0, shape1): return shapes + def propagate(shape, end_frame, *, included_frames=None): + return [ + copy_shape(shape, i) + for i in range(shape["frame"], end_frame) + if included_frames is None or i in included_frames + ] + shapes = [] - prev_shape = {} + prev_shape = None for shape in sorted(track["shapes"], key=lambda shape: shape["frame"]): curr_frame = shape["frame"] - if end_frame <= curr_frame: - # if we exceed endframe, we still need to interpolate using the next keyframe - # but we keep the results only up to end_frame - interpolated = interpolate(prev_shape, deepcopy(shape)) + if prev_shape and end_frame <= curr_frame: + # If we exceed the end_frame and there was a previous shape, + # we need to interpolate up to the next keyframe, + # but keep the results only up to the end_frame: + # vvvvvvv + # ---- | ------- | ----- | -----> + # prev end cur kf + interpolated = interpolate(prev_shape, shape) + for shape in sorted(interpolated, key=lambda shape: shape["frame"]): if shape["frame"] < end_frame: shapes.append(shape) else: break - return shapes + break # The track finishes here if prev_shape: - assert shape["frame"] > prev_shape["frame"] + assert curr_frame > prev_shape["frame"] # Catch invalid tracks + + # Propagate attributes for attr in prev_shape["attributes"]: if attr["spec_id"] not in map(lambda el: el["spec_id"], shape["attributes"]): - shape["attributes"].append(deepcopy(attr)) + shape["attributes"].append(my_deepcopy(attr)) + if not prev_shape["outside"] or include_outside_frames: shapes.extend(interpolate(prev_shape, shape)) @@ -842,11 +898,22 @@ def interpolate(shape0, shape1): shapes.append(shape) prev_shape = shape - if not prev_shape["outside"]: - # valid when the latest keyframe of a track less than end_frame and it is not outside, so, need to propagate - shape = deepcopy(prev_shape) - shape["frame"] = end_frame - shapes.extend(interpolate(prev_shape, shape)) + if prev_shape and (not prev_shape["outside"] or include_outside_frames): + # When the latest keyframe of a track is less than the end_frame + # and it is not outside, need to propagate + shapes.extend(propagate(prev_shape, end_frame, included_frames=included_frames)) + + shapes = [ + shape for shape in shapes + + # After interpolation there can be a finishing frame + # outside of the task boundaries. Filter it out to avoid errors. + # https://github.com/openvinotoolkit/cvat/issues/2827 + if track["frame"] < shape["frame"] < end_frame + + if not shape["outside"] or include_outside_frames + if included_frames is None or shape["frame"] in included_frames + ] return shapes diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 0524b09ed561..dfbb551446ca 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -21,12 +21,14 @@ import rq from attr import attrib, attrs from datumaro.components.media import PointCloud +from django.db.models import QuerySet from django.utils import timezone from cvat.apps.dataset_manager.formats.utils import get_label_color +from cvat.apps.dataset_manager.util import add_prefetch_fields from cvat.apps.engine.frame_provider import FrameProvider -from cvat.apps.engine.models import (AttributeSpec, AttributeType, DimensionType, JobType, - Label, LabelType, Project, ShapeType, Task) +from cvat.apps.engine.models import (AttributeSpec, AttributeType, DimensionType, Job, JobType, + Label, LabelType, Project, SegmentType, ShapeType, Task) from cvat.apps.engine.models import Image as Img from .annotation import AnnotationIR, AnnotationManager, TrackManager @@ -37,15 +39,27 @@ class InstanceLabelData: Attribute = NamedTuple('Attribute', [('name', str), ('value', Any)]) + @classmethod + def add_prefetch_info(cls, queryset: QuerySet): + assert issubclass(queryset.model, Label) + + return add_prefetch_fields(queryset, [ + 'skeleton', + 'parent', + 'attributespec_set', + 'sublabels', + ]) + def __init__(self, instance: Union[Task, Project]) -> None: instance = instance.project if isinstance(instance, Task) and instance.project_id is not None else instance - db_labels = instance.label_set.all().prefetch_related('attributespec_set').order_by('pk') + db_labels = self.add_prefetch_info(instance.label_set.all()) # If this flag is set to true, create attribute within anntations import self._soft_attribute_import = False self._label_mapping = OrderedDict[int, Label]( - ((db_label.id, db_label) for db_label in db_labels), + (db_label.id, db_label) + for db_label in sorted(db_labels, key=lambda v: v.pk) ) self._attribute_mapping = {db_label.id: { @@ -227,6 +241,9 @@ def rel_frame_id(self, absolute_id): def _init_frame_info(self): self._deleted_frames = { k: True for k in self._db_data.deleted_frames } + + self._excluded_frames = set() + if hasattr(self._db_data, 'video'): self._frame_info = { frame: { @@ -385,29 +402,35 @@ def get_frame(idx): ) return frames[frame] + included_frames = set( + i for i in self.rel_range + if not self._is_frame_deleted(i) + and not self._is_frame_excluded(i) + ) + if include_empty: - for idx in self._frame_info: - if not self._is_frame_deleted(idx): - get_frame(idx) + for idx in sorted(set(self._frame_info) & included_frames): + get_frame(idx) anno_manager = AnnotationManager(self._annotation_ir) - for shape in sorted(anno_manager.to_shapes(self.stop, self._annotation_ir.dimension), - key=lambda shape: shape.get("z_order", 0)): + for shape in sorted( + anno_manager.to_shapes(self.stop, self._annotation_ir.dimension, + # Also we skipped deleted and excluded frames here + included_frames=included_frames, + include_outside_frames=False + ), + key=lambda shape: shape.get("z_order", 0) + ): shape_data = '' - if shape['frame'] not in self._frame_info or self._is_frame_deleted(shape['frame']): - # After interpolation there can be a finishing frame - # outside of the task boundaries. Filter it out to avoid errors. - # https://github.com/openvinotoolkit/cvat/issues/2827 - # Also we skipped deleted frames here - continue + if 'track_id' in shape: - if shape['outside']: - continue exported_shape = self._export_tracked_shape(shape) else: exported_shape = self._export_labeled_shape(shape) shape_data = self._export_shape(shape) + get_frame(shape['frame']).labeled_shapes.append(exported_shape) + if shape_data: get_frame(shape['frame']).shapes.append(shape_data) for label in self._label_mapping.values(): @@ -430,6 +453,9 @@ def shapes(self): def _is_frame_deleted(self, frame): return frame in self._deleted_frames + def _is_frame_excluded(self, frame): + return frame in self._excluded_frames + @property def tracks(self): for idx, track in enumerate(self._annotation_ir.tracks): @@ -641,12 +667,21 @@ def _init_meta(self): ("height", str(self._db_data.video.height)) ]) + def _init_frame_info(self): + super()._init_frame_info() + + if self.db_instance.segment.type == SegmentType.SPECIFIC_FRAMES: + self._excluded_frames.update( + frame for frame in self.rel_range + if self.abs_frame_id(frame) not in self.db_instance.segment.frame_set + ) + def __len__(self): segment = self._db_job.segment return segment.stop_frame - segment.start_frame + 1 def _get_queryset(self): - return self._db_data.images.filter(frame__in=self.abs_range) + return (image for image in self._db_data.images.all() if image.frame in self.abs_range) @property def abs_range(self): @@ -654,7 +689,6 @@ def abs_range(self): step = self._frame_step start_frame = self._db_data.start_frame + segment.start_frame * step stop_frame = self._db_data.start_frame + segment.stop_frame * step + 1 - return range(start_frame, stop_frame, step) @property @@ -676,6 +710,7 @@ def stop(self) -> int: def db_instance(self): return self._db_job + class TaskData(CommonData): META_FIELD = "task" def __init__(self, annotation_ir, db_task, host='', create_callback=None): @@ -1795,6 +1830,15 @@ def import_dm_annotations(dm_dataset: dm.Dataset, instance_data: Union[ProjectDa frame_number = instance_data.abs_frame_id( match_dm_item(item, instance_data, root_hint=root_hint)) + if (isinstance(instance_data.db_instance, Job) + and instance_data.db_instance.type == JobType.GROUND_TRUTH + and frame_number not in instance_data.db_instance.segment.frame_set + ): + # Given there is a dataset with annotated frames, + # it would be very hard to create annotations with frame skips for users, + # so we just skip such annotations. We still need to match the frames. + continue + # do not store one-item groups group_map = {0: 0} group_size = {0: 0} diff --git a/cvat/apps/dataset_manager/task.py b/cvat/apps/dataset_manager/task.py index ea9b33b06a2e..dcd372b72f3a 100644 --- a/cvat/apps/dataset_manager/task.py +++ b/cvat/apps/dataset_manager/task.py @@ -16,10 +16,10 @@ from cvat.apps.engine.plugins import plugin_decorator from cvat.apps.profiler import silk_profile -from .annotation import AnnotationIR, AnnotationManager -from .bindings import TaskData, JobData -from .formats.registry import make_exporter, make_importer -from .util import bulk_create +from cvat.apps.dataset_manager.annotation import AnnotationIR, AnnotationManager +from cvat.apps.dataset_manager.bindings import TaskData, JobData +from cvat.apps.dataset_manager.formats.registry import make_exporter, make_importer +from cvat.apps.dataset_manager.util import add_prefetch_fields, bulk_create class dotdict(OrderedDict): @@ -71,18 +71,48 @@ def _merge_table_rows(rows, keys_for_merge, field_id): return list(merged_rows.values()) class JobAnnotation: - def __init__(self, pk, is_prefetched=False): + @classmethod + def add_prefetch_info(cls, queryset): + assert issubclass(queryset.model, models.Job) + + label_qs = add_prefetch_fields(models.Label.objects.all(), [ + 'skeleton', + 'parent', + 'attributespec_set', + ]) + label_qs = JobData.add_prefetch_info(label_qs) + + return queryset.select_related( + 'segment', + 'segment__task', + ).prefetch_related( + 'segment__task__owner', + 'segment__task__assignee', + 'segment__task__project__owner', + 'segment__task__project__assignee', + + Prefetch('segment__task__data', + queryset=models.Data.objects.select_related('video').prefetch_related( + Prefetch('images', queryset=models.Image.objects.order_by('frame')) + )), + + Prefetch('segment__task__label_set', queryset=label_qs), + Prefetch('segment__task__project__label_set', queryset=label_qs), + ) + + def __init__(self, pk, *, is_prefetched=False, queryset=None): + if queryset is None: + queryset = self.add_prefetch_info(models.Job.objects).all() + if is_prefetched: - self.db_job = models.Job.objects.select_related('segment__task') \ - .select_for_update().get(id=pk) + self.db_job: models.Job = queryset.select_related( + 'segment__task' + ).select_for_update().get(id=pk) else: - self.db_job = models.Job.objects.prefetch_related( - 'segment', - 'segment__task', - Prefetch('segment__task__data', queryset=models.Data.objects.select_related('video').prefetch_related( - Prefetch('images', queryset=models.Image.objects.order_by('frame')) - )) - ).get(pk=pk) + try: + self.db_job: models.Job = next(job for job in queryset if job.pk == pk) + except StopIteration as ex: + raise models.Job.DoesNotExist from ex db_segment = self.db_job.segment self.start_frame = db_segment.start_frame diff --git a/cvat/apps/dataset_manager/util.py b/cvat/apps/dataset_manager/util.py index 8c4a4c7ed8e2..0a6cec4b5425 100644 --- a/cvat/apps/dataset_manager/util.py +++ b/cvat/apps/dataset_manager/util.py @@ -5,8 +5,11 @@ import inspect import os, os.path as osp +from typing import Sequence import zipfile + from django.conf import settings +from django.db.models import QuerySet def current_function_name(depth=1): @@ -35,3 +38,13 @@ def bulk_create(db_model, objects, flt_param): return db_model.objects.bulk_create(objects) return [] + +def is_prefetched(queryset: QuerySet, field: str) -> bool: + return field in queryset._prefetch_related_lookups + +def add_prefetch_fields(queryset: QuerySet, fields: Sequence[str]) -> QuerySet: + for field in fields: + if not is_prefetched(queryset, field): + queryset = queryset.prefetch_related(field) + + return queryset diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index bb612e4e4b66..f079eff3cad0 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -239,6 +239,9 @@ def get_frame_step(self): match = re.search(r"step\s*=\s*([1-9]\d*)", self.frame_filter) return int(match.group(1)) if match else 1 + def get_valid_frame_indices(self): + return range(self.start_frame, self.stop_frame, self.get_frame_step()) + def get_data_dirname(self): return os.path.join(settings.MEDIA_DATA_ROOT, str(self.id)) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index ea348e409030..f0bd37742128 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -5,9 +5,9 @@ from __future__ import annotations from copy import deepcopy from datetime import timedelta +from functools import cached_property import itertools -import json from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Union, cast from attrs import asdict, define, has as is_attrs_type @@ -21,9 +21,13 @@ from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, GetCVATDataExtractor, JobData) +from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.engine import models from cvat.apps.engine.models import AnnotationConflictType, ShapeType +from cvat.apps.profiler import silk_profile + +from datumaro.util import dump_json, parse_json class _Serializable: @@ -352,30 +356,29 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), frame_results={ - k: ComparisonReportFrameSummary.from_dict(v) + int(k): ComparisonReportFrameSummary.from_dict(v) for k, v in d['frame_results'].items() } ) def to_json(self) -> str: - class _JSONEncoder(json.JSONEncoder): - def default(self, o: Any) -> Any: - if isinstance(o, (np.ndarray, np.number)): - return o.tolist() - else: - return super().default(o) - - return json.dumps(self.to_dict(), cls=_JSONEncoder, indent=2) + d = self.to_dict() + d["frame_results"] = {str(k): v for k, v in d['frame_results'].items()} + return dump_json(d, indent=True, append_newline=True).decode() @classmethod def from_json(cls, data: str) -> ComparisonReport: - return cls.from_dict(json.loads(data)) + return cls.from_dict(parse_json(data)) class JobDataProvider: + @classmethod + def add_prefetch_info(cls, queryset): + return JobAnnotation.add_prefetch_info(queryset) + @transaction.atomic - def __init__(self, job_id: int) -> None: + def __init__(self, job_id: int, *, queryset=None) -> None: self.job_id = job_id - self.job_annotation = JobAnnotation(job_id) + self.job_annotation = JobAnnotation(job_id, queryset=queryset) self.job_annotation.init_from_db() self.job_data = JobData( annotation_ir=self.job_annotation.ir_data, @@ -383,9 +386,12 @@ def __init__(self, job_id: int) -> None: ) self._annotation_memo = _MemoizingAnnotationConverterFactory() + + @cached_property + def dm_dataset(self): extractor = GetCVATDataExtractor(self.job_data, convert_annotations=self._annotation_memo) - self.dm_dataset = dm.Dataset.from_extractors(extractor, env=dm_env) + return dm.Dataset.from_extractors(extractor, env=dm_env) def dm_item_id_to_frame_id(self, item_id: str) -> int: return self.job_data.match_frame(item_id) @@ -478,6 +484,7 @@ def distance(self, a, b): b_bbox = self.instance_map[id(b)][1] if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: return 0 + bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) return _OKS( a, @@ -658,21 +665,16 @@ def match_skeletons(self, item_a, item_b): ] # Build a single Points object for further comparisons - merged_points = dm.Points( - points=list( - itertools.chain.from_iterable( - p.points if p else [0, 0] for p in skeleton_points - ) - ), - visibility=list( - itertools.chain.from_iterable( - p.visibility if p else [dm.Points.Visibility.absent] - for p in skeleton_points - ) - ), - label=skeleton.label - # no per-point attributes currently in CVAT - ) + merged_points = dm.Points() + merged_points.points = np.ravel([ + p.points if p else [0, 0] for p in skeleton_points + ]) + merged_points.visibility = np.ravel([ + p.visibility if p else [dm.Points.Visibility.absent] + for p in skeleton_points + ]) + merged_points.label = skeleton.label + # no per-point attributes currently in CVAT if all(v == dm.Points.Visibility.absent for v in merged_points.visibility): # The whole skeleton is outside, exclude it @@ -818,7 +820,7 @@ def __init__(self, self._frame_results: Dict[int, ComparisonReportFrameSummary] = {} self.comparator = _Comparator(self._gt_dataset.categories()) - self.comparator._annotation_comparator.iou_threshold = 0.2 + self.comparator._annotation_comparator.iou_threshold = 0.4 self.overlap_threshold = 0.8 self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set @@ -1220,16 +1222,26 @@ def schedule_quality_check_job(self, task: models.Task): ) @classmethod + @silk_profile() def _update_task_quality_metrics(cls, *, task_id: int): with transaction.atomic(): # The task could have been deleted during scheduling try: - task = models.Task.objects.prefetch_related('segment_set__job_set').get(id=task_id) + task = models.Task.objects.select_related('data').get(id=task_id) except models.Task.DoesNotExist: return - # The GT job could have been removed during scheduling - if not task.gt_job: + # Try to use shared queryset to minimize DB requests + job_queryset = models.Job.objects.prefetch_related('segment') + job_queryset = JobDataProvider.add_prefetch_info(job_queryset) + job_queryset = job_queryset.filter(segment__task_id=task_id).all() + + # The GT job could have been removed during scheduling, so we need to check it exists + gt_job: models.Job = next( + (job for job in job_queryset if job.type == models.JobType.GROUND_TRUTH), + None + ) + if gt_job is None: return # TODO: Probably, can be optimized to this: @@ -1238,14 +1250,20 @@ def _update_task_quality_metrics(cls, *, task_id: int): # old reports can be reused in this case (need to add M-1 relationship in reports) # Preload all the data for the computations - gt_job = task.gt_job - gt_job_data_provider = JobDataProvider(gt_job.id) + # It must be done in a single transaction and before all the remaining computations + # because the task and jobs can be changed after the beginning, + # which will lead to inconsistent results + gt_job_data_provider = JobDataProvider(gt_job.id, queryset=job_queryset) jobs: List[models.Job] = [ - s.job_set.first() - for s in task.segment_set.filter(job__type=models.JobType.NORMAL).all() + j + for j in job_queryset + if j.type == models.JobType.NORMAL ] - job_data_providers = { job.id: JobDataProvider(job.id) for job in jobs } + job_data_providers = { + job.id: JobDataProvider(job.id, queryset=job_queryset) + for job in jobs + } job_comparison_reports: Dict[int, ComparisonReport] = {} for job in jobs: @@ -1253,6 +1271,9 @@ def _update_task_quality_metrics(cls, *, task_id: int): comparator = _DatasetComparator(job_data_provider, gt_job_data_provider) job_comparison_reports[job.id] = comparator.generate_report() + # Release resources + del job_data_provider.dm_dataset + # The task dataset can be different from any jobs' dataset because of frame overlaps # between jobs, from which annotations are merged to get the task annotations. # Thus, a separate report could be computed for the task. Instead, here we only @@ -1321,7 +1342,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): job_quality_reports = {} for job in jobs: job_comparison_report = job_comparison_reports[job.id] - job_report = cls._save_report( + job_report = dict( job=job, target_last_updated=job.updated_date, gt_last_updated=gt_job.updated_date, @@ -1331,42 +1352,74 @@ def _update_task_quality_metrics(cls, *, task_id: int): job_quality_reports[job.id] = job_report - cls._save_report( - task=task, - target_last_updated=task.updated_date, - gt_last_updated=gt_job.updated_date, - data=task_report_data.to_json(), - conflicts=[], # the task doesn't have own conflicts - children=list(job_quality_reports.values()), + cls._save_reports( + task_report=dict( + task=task, + target_last_updated=task.updated_date, + gt_last_updated=gt_job.updated_date, + data=task_report_data.to_json(), + conflicts=[], # the task doesn't have own conflicts + ), + job_reports=list(job_quality_reports.values()) ) + @classmethod - def _save_report(cls, **params) -> models.QualityReport: - conflicts = params.pop('conflicts') - children = params.pop('children', []) + def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: + db_task_report = models.QualityReport.objects.create( + task=task_report['task'], + target_last_updated=task_report['target_last_updated'], + gt_last_updated=task_report['gt_last_updated'], + data=task_report['data'], + ) - db_report = models.QualityReport(**params) - db_report.save() + db_job_reports = bulk_create( + db_model=models.QualityReport, + objects=[ + models.QualityReport( + parent=db_task_report, + job=job_report['job'], + target_last_updated=job_report['target_last_updated'], + gt_last_updated=job_report['gt_last_updated'], + data=job_report['data'], + ) + for job_report in job_reports + ], + flt_param={} + ) - for conflict in conflicts: - db_conflict = db_report.conflicts.create( - type=conflict['type'], - frame=conflict['frame_id'], - ) + db_report_iter = itertools.chain([db_task_report], db_job_reports) + report_iter = itertools.chain([task_report], job_reports) + db_conflicts = bulk_create( + db_model=models.AnnotationConflict, + objects=[ + models.AnnotationConflict( + report=db_report, + type=conflict['type'], + frame=conflict['frame_id'], + ) + for db_report, report in zip(db_report_iter, report_iter) + for conflict in report['conflicts'] + ], + flt_param={} + ) - for ann_id in conflict['annotation_ids']: - db_ann_id = db_conflict.annotation_ids.create( + report_iter = itertools.chain([task_report], job_reports) + db_conflicts_iter = iter(db_conflicts) + bulk_create( + db_model=models.AnnotationId, + objects=[ + models.AnnotationId( + conflict=db_conflict, job_id=ann_id['job_id'], obj_id=ann_id['obj_id'], type=ann_id['type'], ) - db_ann_id.full_clean() - - db_conflict.full_clean() - - db_report.full_clean() - - for child in children: - db_report.children.add(child) + for report in report_iter + for db_conflict, conflict in zip(db_conflicts_iter, report['conflicts']) + for ann_id in conflict['annotation_ids'] + ], + flt_param={} + ) - return db_report + # TODO: add validation diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index a2b77a2c5cd1..d28f0e80f2d4 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -622,8 +622,7 @@ def create(self, validated_data): ) size = task.data.size - step = task.data.get_frame_step() - valid_frame_ids = range(task.data.start_frame, task.data.stop_frame, step) + valid_frame_ids = task.data.get_valid_frame_indices() frame_selection_method = validated_data.pop("frame_selection_method", None) if frame_selection_method == models.JobFrameSelectionMethod.RANDOM_UNIFORM: @@ -643,6 +642,9 @@ def create(self, validated_data): elif frame_selection_method == models.JobFrameSelectionMethod.MANUAL: frames = validated_data.pop("frames") + if not frames: + raise serializers.ValidationError("The list of frames cannot be empty") + unique_frames = set(frames) if len(unique_frames) != len(frames): raise serializers.ValidationError(f"Frames must not repeat") diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 25f731ae1bba..2b3566b567d9 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -73,6 +73,7 @@ from cvat.apps.engine import backup from cvat.apps.engine.mixins import PartialUpdateModelMixin, UploadMixin, AnnotationMixin, SerializeMixin from cvat.apps.engine.location import get_location_configuration, StorageType +from cvat.apps.profiler import silk_profile from . import models, task from .log import slogger @@ -2298,9 +2299,11 @@ class QualityReportViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.RetrieveModelMixin ): queryset = QualityReport.objects.prefetch_related( + 'job', + 'job__segment', 'job__segment__task', 'task', - 'task__project' + 'task__project', ).all() # NOTE: This filter works incorrectly for this view @@ -2355,6 +2358,16 @@ def data(self, request, pk): json_report = report.get_json_report() return HttpResponse(json_report.encode()) + @extend_schema(parameters=[ + OpenApiParameter('task_id', type=OpenApiTypes.INT) + ]) + @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) + @silk_profile() + def debug(self, request): + from .quality_control import QueueJobManager + QueueJobManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) + return HttpResponse({}) + def rq_exception_handler(rq_job, exc_type, exc_value, tb): rq_job.exc_info = "".join( From 39f7d82542f4fb2407753b90218210b4cc936850 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 02:44:36 +0300 Subject: [PATCH 060/257] optimization - full annotation filtering --- cvat/apps/dataset_manager/annotation.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index e005462c73d0..2fafd9189f4a 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -460,7 +460,11 @@ def to_shapes(self, end_frame: int, *, # TODO: think if the whole shape can be filtered out if all elements are outside # and outside shapes are not required - # if not include_outside_frames: + if not include_outside_frames: + track_shapes = { + k: v for k, v in track_shapes.items() + if any(not elem["outside"] for elem in v["elements"]) + } shapes.extend(track_shapes.values()) return shapes @@ -576,7 +580,8 @@ def simple_interpolation(shape0, shape1): ) * offset + 360) % 360 points = shape0["points"] + diff * offset - shapes.append(copy_shape(shape0, frame, points, rotation)) + if included_frames is None or frame in included_frames: + shapes.append(copy_shape(shape0, frame, points, rotation)) return shapes @@ -603,7 +608,8 @@ def points_interpolation(shape0, shape1): else: shapes = [] for frame in range(shape0["frame"] + 1, shape1["frame"]): - shapes.append(copy_shape(shape0, frame)) + if included_frames is None or frame in included_frames: + shapes.append(copy_shape(shape0, frame)) return shapes @@ -818,7 +824,8 @@ def polyshape_interpolation(shape0, shape1): offset = (frame - shape0["frame"]) / distance points = interpolate_position(shape0, shape1, offset) - shapes.append(copy_shape(shape0, frame, points)) + if included_frames is None or frame in included_frames: + shapes.append(copy_shape(shape0, frame, points)) if is_polygon: # Remove the extra point added @@ -909,7 +916,7 @@ def propagate(shape, end_frame, *, included_frames=None): # After interpolation there can be a finishing frame # outside of the task boundaries. Filter it out to avoid errors. # https://github.com/openvinotoolkit/cvat/issues/2827 - if track["frame"] < shape["frame"] < end_frame + if track["frame"] <= shape["frame"] < end_frame if not shape["outside"] or include_outside_frames if included_frames is None or shape["frame"] in included_frames From cf86e79553cf0f097b23a5a617250fd4714f5f68 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 02:44:58 +0300 Subject: [PATCH 061/257] Fix error in report --- cvat/apps/engine/quality_control.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index f0bd37742128..d1bed072259e 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1001,8 +1001,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) valid_annotations_count = np.sum(matched_ann_counts) - missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) - extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + missing_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + extra_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) total_annotations_count = np.sum(confusion_matrix) ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] @@ -1106,8 +1106,8 @@ def generate_report(self) -> ComparisonReport: label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) valid_annotations_count = np.sum(matched_ann_counts) - missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) - extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + missing_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) + extra_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) total_annotations_count = np.sum(confusion_matrix) ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] From f1ffc3e02eba0ce67f2bca5bde473c0932c4b16c Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 12:28:59 +0300 Subject: [PATCH 062/257] Refactor some code --- cvat/apps/dataset_manager/annotation.py | 34 +++++++++++++------------ cvat/apps/dataset_manager/bindings.py | 9 +++---- 2 files changed, 22 insertions(+), 21 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 2fafd9189f4a..a25cc15044b6 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -161,9 +161,12 @@ def merge(self, data, start_frame, overlap, dimension): tracks = TrackManager(self.data.tracks, dimension) tracks.merge(data.tracks, start_frame, overlap, dimension) - def to_shapes(self, end_frame, dimension, *, + def to_shapes(self, + end_frame: int, + dimension: DimensionType, + *, included_frames: Optional[Sequence[int]] = None, - include_outside_frames: bool = False + include_outside: bool = False ): shapes = self.data.shapes tracks = TrackManager(self.data.tracks, dimension) @@ -172,7 +175,8 @@ def to_shapes(self, end_frame, dimension, *, shapes = [s for s in shapes if s["frame"] in included_frames] return shapes + tracks.to_shapes(end_frame, - included_frames=included_frames, include_outside_frames=include_outside_frames) + included_frames=included_frames, include_outside=include_outside + ) def to_tracks(self): tracks = self.data.tracks @@ -418,7 +422,7 @@ def __init__(self, objects, dimension): def to_shapes(self, end_frame: int, *, included_frames: Optional[Sequence[int]] = None, - include_outside_frames: bool = False, + include_outside: bool = False, ): shapes = [] for idx, track in enumerate(self.objects): @@ -429,12 +433,9 @@ def to_shapes(self, end_frame: int, *, 0, end_frame, self._dimension, - include_outside_frames=include_outside_frames, + include_outside=include_outside, included_frames=included_frames, ): - if included_frames is not None and shape["frame"] not in included_frames: - continue - shape["label_id"] = track["label_id"] shape["group"] = track["group"] shape["track_id"] = idx @@ -451,16 +452,16 @@ def to_shapes(self, end_frame: int, *, track_elements = TrackManager(track["elements"], self._dimension) element_shapes = track_elements.to_shapes(end_frame, included_frames=set(track_shapes.keys()) & (included_frames or []), - include_outside_frames=True # elements are controlled by the parent shape + include_outside=True # elements are controlled by the parent shape ) for shape in element_shapes: assert shape["frame"] in set(track_shapes.keys()) & (included_frames or []) track_shapes[shape["frame"]]["elements"].append(shape) - # TODO: think if the whole shape can be filtered out if all elements are outside - # and outside shapes are not required - if not include_outside_frames: + # The whole shape can be filtered out, if all its elements are outside, + # and outside shapes are not requested. + if not include_outside: track_shapes = { k: v for k, v in track_shapes.items() if any(not elem["outside"] for elem in v["elements"]) @@ -532,7 +533,8 @@ def _modify_unmached_object(self, obj, end_frame): @staticmethod def get_interpolated_shapes( track, start_frame, end_frame, dimension, *, - include_outside_frames=False, included_frames=None + included_frames: Optional[Sequence[int]] = None, + include_outside: bool = False, ): def my_deepcopy(v): if isinstance(v, dict): @@ -898,14 +900,14 @@ def propagate(shape, end_frame, *, included_frames=None): if attr["spec_id"] not in map(lambda el: el["spec_id"], shape["attributes"]): shape["attributes"].append(my_deepcopy(attr)) - if not prev_shape["outside"] or include_outside_frames: + if not prev_shape["outside"] or include_outside: shapes.extend(interpolate(prev_shape, shape)) shape["keyframe"] = True shapes.append(shape) prev_shape = shape - if prev_shape and (not prev_shape["outside"] or include_outside_frames): + if prev_shape and (not prev_shape["outside"] or include_outside): # When the latest keyframe of a track is less than the end_frame # and it is not outside, need to propagate shapes.extend(propagate(prev_shape, end_frame, included_frames=included_frames)) @@ -918,7 +920,7 @@ def propagate(shape, end_frame, *, included_frames=None): # https://github.com/openvinotoolkit/cvat/issues/2827 if track["frame"] <= shape["frame"] < end_frame - if not shape["outside"] or include_outside_frames + if not shape["outside"] or include_outside if included_frames is None or shape["frame"] in included_frames ] diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index dfbb551446ca..d60f5bd79069 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -382,7 +382,7 @@ def _export_label(label): type=label.type ) - def group_by_frame(self, include_empty=False): + def group_by_frame(self, include_empty: bool = False): frames = {} def get_frame(idx): frame_info = self._frame_info[idx] @@ -415,9 +415,8 @@ def get_frame(idx): anno_manager = AnnotationManager(self._annotation_ir) for shape in sorted( anno_manager.to_shapes(self.stop, self._annotation_ir.dimension, - # Also we skipped deleted and excluded frames here - included_frames=included_frames, - include_outside_frames=False + # Skip outside, deleted and excluded frames + included_frames=included_frames, include_outside=False ), key=lambda shape: shape.get("z_order", 0) ): @@ -438,7 +437,7 @@ def get_frame(idx): get_frame(shape['frame']).labels.update({label.id: label}) for tag in self._annotation_ir.tags: - if tag['frame'] not in self._frame_info or tag['frame'] in self._deleted_frames: + if tag['frame'] not in included_frames: continue get_frame(tag['frame']).tags.append(self._export_tag(tag)) From d5edfa21350378eff582870d26dd1083142912a1 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 12:29:54 +0300 Subject: [PATCH 063/257] Extend shape type in annotation ids --- .../0076_alter_annotationid_type.py | 18 +++++++++++++++ cvat/apps/engine/models.py | 22 ++++++++++++++++++- cvat/apps/engine/quality_control.py | 22 ++++++++++++++----- cvat/schema.yml | 22 ++++++++++++++++++- 4 files changed, 76 insertions(+), 8 deletions(-) create mode 100644 cvat/apps/engine/migrations/0076_alter_annotationid_type.py diff --git a/cvat/apps/engine/migrations/0076_alter_annotationid_type.py b/cvat/apps/engine/migrations/0076_alter_annotationid_type.py new file mode 100644 index 000000000000..158e9bb6edd2 --- /dev/null +++ b/cvat/apps/engine/migrations/0076_alter_annotationid_type.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-04-30 23:58 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0075_alter_annotationconflict_type'), + ] + + operations = [ + migrations.AlterField( + model_name='annotationid', + name='type', + field=models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index f079eff3cad0..4aba45301f1b 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1154,10 +1154,30 @@ class AnnotationConflict(models.Model): # return super().clean() +class AnnotationType(str, Enum): + TAG = 'tag' + TRACK = 'track' + RECTANGLE = 'rectangle' + POLYGON = 'polygon' + POLYLINE = 'polyline' + POINTS = 'points' + ELLIPSE = 'ellipse' + CUBOID = 'cuboid' + MASK = 'mask' + SKELETON = 'skeleton' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + class AnnotationId(models.Model): conflict = models.ForeignKey(AnnotationConflict, on_delete=models.CASCADE, related_name='annotation_ids', blank=False) obj_id = models.PositiveIntegerField() job_id = models.PositiveIntegerField() - type = models.CharField(max_length=32, choices=ShapeType.choices()) + type = models.CharField(max_length=32, choices=AnnotationType.choices()) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index d1bed072259e..9861c6ee9a79 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -24,7 +24,7 @@ from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.engine import models -from cvat.apps.engine.models import AnnotationConflictType, ShapeType +from cvat.apps.engine.models import AnnotationConflictType, AnnotationType from cvat.apps.profiler import silk_profile from datumaro.util import dump_json, parse_json @@ -49,10 +49,10 @@ def to_dict(self) -> dict: class AnnotationId(_Serializable): obj_id: int job_id: int - type: ShapeType + type: AnnotationType def _value_serializer(self, t, attr, v): - if isinstance(v, ShapeType): + if isinstance(v, AnnotationType): return str(v) else: return super()._value_serializer(t, attr, v) @@ -62,7 +62,7 @@ def from_dict(cls, d): return cls( obj_id=d['obj_id'], job_id=d['job_id'], - type=ShapeType(d['type']), + type=AnnotationType(d['type']), ) @define(kw_only=True) @@ -398,8 +398,18 @@ def dm_item_id_to_frame_id(self, item_id: str) -> int: def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) - ann_type = ShapeType(source_ann.type) - return AnnotationId(obj_id=source_ann.id, type=ann_type, job_id=self.job_id) + if 'track_id' in ann.attributes: + source_ann_id = ann.attributes["track_id"] + ann_type = 'track' + else: + if isinstance(source_ann, CommonData.LabeledShape): + ann_type = AnnotationType(source_ann.type) + elif isinstance(source_ann, CommonData.Tag): + ann_type = AnnotationType.TAG + + source_ann_id = source_ann.id + + return AnnotationId(obj_id=source_ann_id, type=ann_type, job_id=self.job_id) class _MemoizingAnnotationConverterFactory: diff --git a/cvat/schema.yml b/cvat/schema.yml index c050af53041f..e404dd871827 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1180,6 +1180,11 @@ paths: [''id'', ''report_id'', ''frame'', ''type'', ''job_id'']' schema: type: string + - in: query + name: task_id + schema: + type: integer + description: A simple equality filter for task id - name: type in: query description: A simple equality filter for the type field @@ -1189,6 +1194,7 @@ paths: - missing_annotation - extra_annotation - mismatching_label + - low_overlap tags: - conflicts security: @@ -6639,6 +6645,7 @@ components: - missing_annotation - extra_annotation - mismatching_label + - low_overlap type: string AnnotationFileRequest: type: object @@ -6659,8 +6666,21 @@ components: readOnly: true type: allOf: - - $ref: '#/components/schemas/ShapeType' + - $ref: '#/components/schemas/AnnotationIdTypeEnum' readOnly: true + AnnotationIdTypeEnum: + enum: + - tag + - track + - rectangle + - polygon + - polyline + - points + - ellipse + - cuboid + - mask + - skeleton + type: string AnnotationsRead: oneOf: - $ref: '#/components/schemas/LabeledData' From b45751815cdf4cb218527b63ce50a924eea86159 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 16:16:49 +0300 Subject: [PATCH 064/257] Fix job removal --- cvat/apps/engine/models.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 4aba45301f1b..e63d9e5f83d6 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -545,6 +545,10 @@ def clean(self) -> None: return super().clean() + @cache_deleted + def delete(self, using=None, keep_parents=False): + super().delete(using, keep_parents) + class Meta: default_permissions = () @@ -661,6 +665,13 @@ def clean(self) -> None: return super().clean() + @cache_deleted + def delete(self, using=None, keep_parents=False): + if self.segment: + self.segment.delete(using=using, keep_parents=keep_parents) + + super().delete(using, keep_parents) + def make_dirs(self): job_path = self.get_dirname() if os.path.isdir(job_path): From 4ce4e7d0e4fe298becdd146912f2edf5d8bf20dd Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 16:17:31 +0300 Subject: [PATCH 065/257] Fix interpolation for post end_frame fragment --- cvat/apps/dataset_manager/annotation.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index a25cc15044b6..24a04d56c44f 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -878,18 +878,24 @@ def propagate(shape, end_frame, *, included_frames=None): curr_frame = shape["frame"] if prev_shape and end_frame <= curr_frame: # If we exceed the end_frame and there was a previous shape, - # we need to interpolate up to the next keyframe, + # we still need to interpolate up to the next keyframe, # but keep the results only up to the end_frame: # vvvvvvv # ---- | ------- | ----- | -----> # prev end cur kf interpolated = interpolate(prev_shape, shape) + interpolated.append(shape) for shape in sorted(interpolated, key=lambda shape: shape["frame"]): if shape["frame"] < end_frame: shapes.append(shape) else: break + + # Update the last added shape + shape["keyframe"] = True + prev_shape = shape + break # The track finishes here if prev_shape: From 166230697308c25ae97accf9c76a7731268b9d1b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:04:02 +0300 Subject: [PATCH 066/257] Add conflict id in responses --- cvat/apps/engine/serializers.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index d28f0e80f2d4..904fa12bbaab 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1917,7 +1917,7 @@ class AnnotationConflictSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationConflict - fields = ('frame', 'type', 'annotation_ids', 'report_id') + fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id') read_only_fields = fields From fab0f8e34ab82cc690e9d537aa8fd87a85e06193 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:39:14 +0300 Subject: [PATCH 067/257] Add simple validation on report saving --- cvat/apps/engine/quality_control.py | 76 ++++++++++++++++------------- 1 file changed, 43 insertions(+), 33 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 9861c6ee9a79..8317ec455176 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1376,60 +1376,70 @@ def _update_task_quality_metrics(cls, *, task_id: int): @classmethod def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: - db_task_report = models.QualityReport.objects.create( + # TODO: add full validation (e.g. ann id count for different types of conflicts) + + db_task_report = models.QualityReport( task=task_report['task'], target_last_updated=task_report['target_last_updated'], gt_last_updated=task_report['gt_last_updated'], data=task_report['data'], ) + db_task_report.full_clean() + db_task_report.save() + + db_job_reports = [] + for job_report in job_reports: + db_job_report = models.QualityReport( + parent=db_task_report, + job=job_report['job'], + target_last_updated=job_report['target_last_updated'], + gt_last_updated=job_report['gt_last_updated'], + data=job_report['data'], + ) + db_job_report.full_clean() + db_job_reports.append(db_job_report) db_job_reports = bulk_create( db_model=models.QualityReport, - objects=[ - models.QualityReport( - parent=db_task_report, - job=job_report['job'], - target_last_updated=job_report['target_last_updated'], - gt_last_updated=job_report['gt_last_updated'], - data=job_report['data'], - ) - for job_report in job_reports - ], + objects=db_job_reports, flt_param={} ) + db_conflicts = [] db_report_iter = itertools.chain([db_task_report], db_job_reports) report_iter = itertools.chain([task_report], job_reports) - db_conflicts = bulk_create( - db_model=models.AnnotationConflict, - objects=[ - models.AnnotationConflict( + for report, db_report in zip(report_iter, db_report_iter): + for conflict in report['conflicts']: + db_conflict = models.AnnotationConflict( report=db_report, type=conflict['type'], frame=conflict['frame_id'], ) - for db_report, report in zip(db_report_iter, report_iter) - for conflict in report['conflicts'] - ], + db_conflict.full_clean() + db_conflicts.append(db_conflict) + + db_conflicts = bulk_create( + db_model=models.AnnotationConflict, + objects=db_conflicts, flt_param={} ) - report_iter = itertools.chain([task_report], job_reports) + db_ann_ids = [] db_conflicts_iter = iter(db_conflicts) - bulk_create( + for report in itertools.chain([task_report], job_reports): + for conflict, db_conflict in zip(report['conflicts'], db_conflicts_iter): + for ann_id in conflict['annotation_ids']: + db_ann_id = models.AnnotationId( + conflict=db_conflict, + job_id=ann_id['job_id'], + obj_id=ann_id['obj_id'], + type=ann_id['type'], + ) + db_ann_id.full_clean() + db_ann_ids.append(db_ann_id) + + db_ann_ids = bulk_create( db_model=models.AnnotationId, - objects=[ - models.AnnotationId( - conflict=db_conflict, - job_id=ann_id['job_id'], - obj_id=ann_id['obj_id'], - type=ann_id['type'], - ) - for report in report_iter - for db_conflict, conflict in zip(db_conflicts_iter, report['conflicts']) - for ann_id in conflict['annotation_ids'] - ], + objects=db_ann_ids, flt_param={} ) - - # TODO: add validation From d9d53eb459fa4ccdc67bea915bf55d81f93b0403 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:40:15 +0300 Subject: [PATCH 068/257] Fix db problems --- cvat/apps/dataset_manager/task.py | 2 +- cvat/apps/engine/models.py | 2 +- cvat/apps/engine/views.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/cvat/apps/dataset_manager/task.py b/cvat/apps/dataset_manager/task.py index dcd372b72f3a..8dcf2c8bc9fd 100644 --- a/cvat/apps/dataset_manager/task.py +++ b/cvat/apps/dataset_manager/task.py @@ -110,7 +110,7 @@ def __init__(self, pk, *, is_prefetched=False, queryset=None): ).select_for_update().get(id=pk) else: try: - self.db_job: models.Job = next(job for job in queryset if job.pk == pk) + self.db_job: models.Job = next(job for job in queryset if job.pk == int(pk)) except StopIteration as ex: raise models.Job.DoesNotExist from ex diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index e63d9e5f83d6..66e36651e87a 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1187,7 +1187,7 @@ def choices(cls): class AnnotationId(models.Model): conflict = models.ForeignKey(AnnotationConflict, - on_delete=models.CASCADE, related_name='annotation_ids', blank=False) + on_delete=models.CASCADE, related_name='annotation_ids') obj_id = models.PositiveIntegerField() job_id = models.PositiveIntegerField() diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 2b3566b567d9..65de466fc9bf 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -2238,7 +2238,7 @@ def actions(self, request, pk): }), ) class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): - queryset = AnnotationConflict.objects.prefetch_related('report').all() + queryset = AnnotationConflict.objects.prefetch_related('report', 'annotation_ids').all() # NOTE: This filter works incorrectly for this view # it requires task__organization OR project__organization check. From 7f33edbdbf8c7921528661017de5716dd10c45ad Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:41:16 +0300 Subject: [PATCH 069/257] Add server ids for tracks --- cvat/apps/dataset_manager/annotation.py | 13 ++++--- cvat/apps/dataset_manager/bindings.py | 48 +++++++++++++++++++------ cvat/apps/engine/quality_control.py | 8 +++-- 3 files changed, 51 insertions(+), 18 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 24a04d56c44f..f879b9a769f9 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -166,7 +166,8 @@ def to_shapes(self, dimension: DimensionType, *, included_frames: Optional[Sequence[int]] = None, - include_outside: bool = False + include_outside: bool = False, + use_server_track_ids: bool = False ): shapes = self.data.shapes tracks = TrackManager(self.data.tracks, dimension) @@ -175,7 +176,8 @@ def to_shapes(self, shapes = [s for s in shapes if s["frame"] in included_frames] return shapes + tracks.to_shapes(end_frame, - included_frames=included_frames, include_outside=include_outside + included_frames=included_frames, include_outside=include_outside, + use_server_track_ids=use_server_track_ids ) def to_tracks(self): @@ -423,9 +425,11 @@ def __init__(self, objects, dimension): def to_shapes(self, end_frame: int, *, included_frames: Optional[Sequence[int]] = None, include_outside: bool = False, + use_server_track_ids: bool = False ): shapes = [] for idx, track in enumerate(self.objects): + track_id = track["id"] if use_server_track_ids else idx track_shapes = {} for shape in TrackManager.get_interpolated_shapes( @@ -438,7 +442,7 @@ def to_shapes(self, end_frame: int, *, ): shape["label_id"] = track["label_id"] shape["group"] = track["group"] - shape["track_id"] = idx + shape["track_id"] = track_id shape["attributes"] += track["attributes"] shape["elements"] = [] @@ -452,7 +456,8 @@ def to_shapes(self, end_frame: int, *, track_elements = TrackManager(track["elements"], self._dimension) element_shapes = track_elements.to_shapes(end_frame, included_frames=set(track_shapes.keys()) & (included_frames or []), - include_outside=True # elements are controlled by the parent shape + include_outside=True, # elements are controlled by the parent shape + use_server_track_ids=use_server_track_ids ) for shape in element_shapes: diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index d60f5bd79069..07ff1fcc8163 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -195,7 +195,14 @@ class CommonData(InstanceLabelData): 'Frame', 'idx, id, frame, name, width, height, labeled_shapes, tags, shapes, labels') Label = namedtuple('Label', 'id, name, color, type') - def __init__(self, annotation_ir, db_task, host='', create_callback=None) -> None: + def __init__(self, + annotation_ir, + db_task, + *, + host='', + create_callback=None, + use_server_track_ids: bool = False + ) -> None: self._dimension = annotation_ir.dimension self._annotation_ir = annotation_ir self._host = host @@ -205,6 +212,7 @@ def __init__(self, annotation_ir, db_task, host='', create_callback=None) -> Non self._frame_mapping = {} self._frame_step = db_task.data.get_frame_step() self._db_data = db_task.data + self._use_server_track_ids = use_server_track_ids super().__init__(db_task) @@ -358,7 +366,7 @@ def _export_track(self, track, idx): track, 0, self.stop, self._annotation_ir.dimension) for tracked_shape in tracked_shapes: tracked_shape["attributes"] += track["attributes"] - tracked_shape["track_id"] = idx + tracked_shape["track_id"] = track["track_id"] if self._use_server_track_ids else idx tracked_shape["group"] = track["group"] tracked_shape["source"] = track["source"] tracked_shape["label_id"] = track["label_id"] @@ -416,7 +424,9 @@ def get_frame(idx): for shape in sorted( anno_manager.to_shapes(self.stop, self._annotation_ir.dimension, # Skip outside, deleted and excluded frames - included_frames=included_frames, include_outside=False + included_frames=included_frames, + include_outside=False, + use_server_track_ids=self._use_server_track_ids ), key=lambda shape: shape.get("z_order", 0) ): @@ -616,11 +626,11 @@ def match_frame_fuzzy(self, path): class JobData(CommonData): META_FIELD = "job" - def __init__(self, annotation_ir, db_job, host='', create_callback=None): + def __init__(self, annotation_ir, db_job, **kwargs): self._db_job = db_job self._db_task = db_job.segment.task - super().__init__(annotation_ir, self._db_task, host, create_callback) + super().__init__(annotation_ir, self._db_task, **kwargs) def _init_meta(self): db_segment = self._db_job.segment @@ -712,9 +722,9 @@ def db_instance(self): class TaskData(CommonData): META_FIELD = "task" - def __init__(self, annotation_ir, db_task, host='', create_callback=None): + def __init__(self, annotation_ir, db_task, **kwargs): self._db_task = db_task - super().__init__(annotation_ir, db_task, host, create_callback) + super().__init__(annotation_ir, db_task, **kwargs) @staticmethod def meta_for_task(db_task, host, label_mapping=None): @@ -860,7 +870,15 @@ class Frame: task_id: int = attrib(default=None) subset: str = attrib(default=None) - def __init__(self, annotation_irs: Mapping[str, AnnotationIR], db_project: Project, host: str = '', task_annotations: Mapping[int, Any] = None, project_annotation=None): + def __init__(self, + annotation_irs: Mapping[str, AnnotationIR], + db_project: Project, + host: str = '', + task_annotations: Mapping[int, Any] = None, + project_annotation=None, + *, + use_server_track_ids: bool = False + ): self._annotation_irs = annotation_irs self._db_project = db_project self._task_annotations = task_annotations @@ -873,6 +891,7 @@ def __init__(self, annotation_irs: Mapping[str, AnnotationIR], db_project: Proje self._frame_mapping: Dict[Tuple[str, str], Tuple[int, int]] = dict() self._frame_steps: Dict[int, int] = {} self.new_tasks: Set[int] = set() + self._use_server_track_ids = use_server_track_ids InstanceLabelData.__init__(self, db_project) self.init() @@ -1060,7 +1079,7 @@ def _export_track(self, track: dict, task_id: int, task_size: int, idx: int): ) for tracked_shape in tracked_shapes: tracked_shape["attributes"] += track["attributes"] - tracked_shape["track_id"] = idx + tracked_shape["track_id"] = track["track_id"] if self._use_server_track_ids else idx tracked_shape["group"] = track["group"] tracked_shape["source"] = track["source"] tracked_shape["label_id"] = track["label_id"] @@ -1103,10 +1122,17 @@ def get_frame(task_id: int, idx: int) -> ProjectData.Frame: for task in self._db_tasks.values(): anno_manager = AnnotationManager(self._annotation_irs[task.id]) - for shape in sorted(anno_manager.to_shapes(task.data.size, self._annotation_irs[task.id].dimension), - key=lambda shape: shape.get("z_order", 0)): + for shape in sorted( + anno_manager.to_shapes( + task.data.size, self._annotation_irs[task.id].dimension, + include_outside=False, + use_server_track_ids=self._use_server_track_ids + ), + key=lambda shape: shape.get("z_order", 0) + ): if (task.id, shape['frame']) not in self._frame_info or (task.id, shape['frame']) in self._deleted_frames: continue + if 'track_id' in shape: if shape['outside']: continue diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 8317ec455176..4ae0cad7656d 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -382,7 +382,8 @@ def __init__(self, job_id: int, *, queryset=None) -> None: self.job_annotation.init_from_db() self.job_data = JobData( annotation_ir=self.job_annotation.ir_data, - db_job=self.job_annotation.db_job + db_job=self.job_annotation.db_job, + use_server_track_ids=True ) self._annotation_memo = _MemoizingAnnotationConverterFactory() @@ -390,7 +391,8 @@ def __init__(self, job_id: int, *, queryset=None) -> None: @cached_property def dm_dataset(self): extractor = GetCVATDataExtractor(self.job_data, - convert_annotations=self._annotation_memo) + convert_annotations=self._annotation_memo + ) return dm.Dataset.from_extractors(extractor, env=dm_env) def dm_item_id_to_frame_id(self, item_id: str) -> int: @@ -399,7 +401,7 @@ def dm_item_id_to_frame_id(self, item_id: str) -> int: def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) if 'track_id' in ann.attributes: - source_ann_id = ann.attributes["track_id"] + source_ann_id = source_ann.track_id ann_type = 'track' else: if isinstance(source_ann, CommonData.LabeledShape): From 40620e94679048d36f62a35cf4743385f80dac71 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:41:38 +0300 Subject: [PATCH 070/257] Fix track import --- cvat/apps/dataset_manager/annotation.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index f879b9a769f9..18baf968a9f8 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -480,6 +480,9 @@ def _get_objects_by_frame(objects, start_frame): # Just for unification. All tracks are assigned on the same frame objects_by_frame = {0: []} for obj in objects: + if not obj["shapes"]: + continue + shape = obj["shapes"][-1] # optimization for old tracks if shape["frame"] >= start_frame or not shape["outside"]: objects_by_frame[0].append(obj) @@ -502,9 +505,11 @@ def _calc_objects_similarity(obj0, obj1, start_frame, overlap, dimension): end_frame = start_frame + overlap obj0_shapes = TrackManager.get_interpolated_shapes(obj0, start_frame, end_frame, dimension) obj1_shapes = TrackManager.get_interpolated_shapes(obj1, start_frame, end_frame, dimension) + if not obj0_shapes or not obj1_shapes: + return 0 + obj0_shapes_by_frame = {shape["frame"]:shape for shape in obj0_shapes} obj1_shapes_by_frame = {shape["frame"]:shape for shape in obj1_shapes} - assert obj0_shapes_by_frame and obj1_shapes_by_frame count, error = 0, 0 for frame in range(start_frame, end_frame): From ba5a926c5e9b2bf739de4185807a69a127e52de6 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 1 May 2023 21:46:13 +0300 Subject: [PATCH 071/257] Fix incorrect computation for task progress --- cvat/apps/engine/views.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 65de466fc9bf..a8217423b1f7 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -21,7 +21,6 @@ from django.db import IntegrityError from django.http import HttpResponse, HttpResponseNotFound, HttpResponseBadRequest from django.utils import timezone -import django.db.models as dj_models from django.db.models import Count, Q from drf_spectacular.types import OpenApiTypes @@ -670,9 +669,10 @@ class TaskViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, 'label_set__sublabels__attributespec_set', 'project__label_set__sublabels__attributespec_set' ).annotate( - completed_jobs_count=dj_models.Count( + completed_jobs_count=Count( 'segment__job', - filter=dj_models.Q(segment__job__state=models.StateChoice.COMPLETED.value) + filter=Q(segment__job__state=models.StateChoice.COMPLETED.value), + distinct=True ), task_labels_count=Count('label', filter=Q(label__parent__isnull=True), distinct=True), From 385f5f152c75e2c4fb765d417b62d3019a7731c6 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 2 May 2023 00:24:57 +0300 Subject: [PATCH 072/257] Remove validation for better performance --- cvat/apps/engine/quality_control.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 4ae0cad7656d..fb075099f420 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1378,7 +1378,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): @classmethod def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: - # TODO: add full validation (e.g. ann id count for different types of conflicts) + # TODO: add validation (e.g. ann id count for different types of conflicts) db_task_report = models.QualityReport( task=task_report['task'], @@ -1386,7 +1386,6 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: gt_last_updated=task_report['gt_last_updated'], data=task_report['data'], ) - db_task_report.full_clean() db_task_report.save() db_job_reports = [] @@ -1398,7 +1397,6 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: gt_last_updated=job_report['gt_last_updated'], data=job_report['data'], ) - db_job_report.full_clean() db_job_reports.append(db_job_report) db_job_reports = bulk_create( @@ -1417,7 +1415,6 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: type=conflict['type'], frame=conflict['frame_id'], ) - db_conflict.full_clean() db_conflicts.append(db_conflict) db_conflicts = bulk_create( @@ -1437,7 +1434,6 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: obj_id=ann_id['obj_id'], type=ann_id['type'], ) - db_ann_id.full_clean() db_ann_ids.append(db_ann_id) db_ann_ids = bulk_create( From c04bb9733301314889ad242da73ddc33f2b1b0fb Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 2 May 2023 00:35:15 +0300 Subject: [PATCH 073/257] Optimize performance, load only intersection frames --- cvat/apps/dataset_manager/annotation.py | 20 +++++------------ cvat/apps/dataset_manager/bindings.py | 30 +++++++++++++++++++------ cvat/apps/dataset_manager/util.py | 15 ++++++++++++- cvat/apps/engine/quality_control.py | 9 +++++--- 4 files changed, 48 insertions(+), 26 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 18baf968a9f8..dd429f36fb5c 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -14,6 +14,7 @@ from cvat.apps.engine.models import ShapeType, DimensionType from cvat.apps.engine.serializers import LabeledDataSerializer +from cvat.apps.dataset_manager.util import deepcopy_simple class AnnotationIR: @@ -461,7 +462,6 @@ def to_shapes(self, end_frame: int, *, ) for shape in element_shapes: - assert shape["frame"] in set(track_shapes.keys()) & (included_frames or []) track_shapes[shape["frame"]]["elements"].append(shape) # The whole shape can be filtered out, if all its elements are outside, @@ -469,7 +469,7 @@ def to_shapes(self, end_frame: int, *, if not include_outside: track_shapes = { k: v for k, v in track_shapes.items() - if any(not elem["outside"] for elem in v["elements"]) + if not v['elements'] or not all(elem["outside"] for elem in v["elements"]) } shapes.extend(track_shapes.values()) @@ -546,19 +546,9 @@ def get_interpolated_shapes( included_frames: Optional[Sequence[int]] = None, include_outside: bool = False, ): - def my_deepcopy(v): - if isinstance(v, dict): - return {k: my_deepcopy(vv) for k, vv in v.items()} - elif isinstance(v, (list, tuple, set)): - return type(v)(my_deepcopy(vv) for vv in v) - elif isinstance(v, (int, float, str, bool, type(None))): - return v - else: - return deepcopy(v) - def copy_shape(source, frame, points=None, rotation=None): copied = source.copy() - copied["attributes"] = my_deepcopy(source["attributes"]) + copied["attributes"] = deepcopy_simple(source["attributes"]) copied["keyframe"] = False copied["frame"] = frame @@ -673,7 +663,7 @@ def match_left_right(left_curve, right_curve): def match_right_left(left_curve, right_curve, left_right_matching): matched_right_points = list(chain.from_iterable(left_right_matching.values())) unmatched_right_points = filter(lambda x: x not in matched_right_points, range(len(right_curve))) - updated_matching = my_deepcopy(left_right_matching) + updated_matching = deepcopy_simple(left_right_matching) for right_point in unmatched_right_points: left_point = find_nearest_pair(right_curve[right_point], left_curve) @@ -914,7 +904,7 @@ def propagate(shape, end_frame, *, included_frames=None): # Propagate attributes for attr in prev_shape["attributes"]: if attr["spec_id"] not in map(lambda el: el["spec_id"], shape["attributes"]): - shape["attributes"].append(my_deepcopy(attr)) + shape["attributes"].append(deepcopy_simple(attr)) if not prev_shape["outside"] or include_outside: shapes.extend(interpolate(prev_shape, shape)) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 07ff1fcc8163..8c47216f115b 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -13,7 +13,7 @@ from pathlib import Path from types import SimpleNamespace from typing import (Any, Callable, DefaultDict, Dict, Iterable, List, Literal, Mapping, - NamedTuple, OrderedDict, Set, Tuple, Union) + NamedTuple, Optional, OrderedDict, Sequence, Set, Tuple, Union) import datumaro as dm import defusedxml.ElementTree as ET @@ -201,7 +201,8 @@ def __init__(self, *, host='', create_callback=None, - use_server_track_ids: bool = False + use_server_track_ids: bool = False, + included_frames: Optional[Sequence[int]] = None ) -> None: self._dimension = annotation_ir.dimension self._annotation_ir = annotation_ir @@ -213,6 +214,7 @@ def __init__(self, self._frame_step = db_task.data.get_frame_step() self._db_data = db_task.data self._use_server_track_ids = use_server_track_ids + self._required_frames = included_frames super().__init__(db_task) @@ -410,11 +412,7 @@ def get_frame(idx): ) return frames[frame] - included_frames = set( - i for i in self.rel_range - if not self._is_frame_deleted(i) - and not self._is_frame_excluded(i) - ) + included_frames = self.get_included_frames() if include_empty: for idx in sorted(set(self._frame_info) & included_frames): @@ -459,12 +457,23 @@ def shapes(self): if not self._is_frame_deleted(shape["frame"]): yield self._export_labeled_shape(shape) + def get_included_frames(self): + return set( + i for i in self.rel_range + if not self._is_frame_deleted(i) + and not self._is_frame_excluded(i) + and self._is_frame_required(i) + ) + def _is_frame_deleted(self, frame): return frame in self._deleted_frames def _is_frame_excluded(self, frame): return frame in self._excluded_frames + def _is_frame_required(self, frame): + return self._required_frames is None or frame in self._required_frames + @property def tracks(self): for idx, track in enumerate(self._annotation_ir.tracks): @@ -685,6 +694,13 @@ def _init_frame_info(self): if self.abs_frame_id(frame) not in self.db_instance.segment.frame_set ) + if self._required_frames: + abs_range = self.abs_range + self._required_frames = set( + self.abs_frame_id(frame) for frame in self._required_frames + if frame in abs_range + ) + def __len__(self): segment = self._db_job.segment return segment.stop_frame - segment.start_frame + 1 diff --git a/cvat/apps/dataset_manager/util.py b/cvat/apps/dataset_manager/util.py index 0a6cec4b5425..7359defb92dd 100644 --- a/cvat/apps/dataset_manager/util.py +++ b/cvat/apps/dataset_manager/util.py @@ -3,9 +3,10 @@ # # SPDX-License-Identifier: MIT +from copy import deepcopy +from typing import Sequence import inspect import os, os.path as osp -from typing import Sequence import zipfile from django.conf import settings @@ -48,3 +49,15 @@ def add_prefetch_fields(queryset: QuerySet, fields: Sequence[str]) -> QuerySet: queryset = queryset.prefetch_related(field) return queryset + +def deepcopy_simple(v): + # Default deepcopy is very slow + + if isinstance(v, dict): + return {k: deepcopy_simple(vv) for k, vv in v.items()} + elif isinstance(v, (list, tuple, set)): + return type(v)(deepcopy_simple(vv) for vv in v) + elif isinstance(v, (int, float, str, bool)) or v is None: + return v + else: + return deepcopy(v) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index fb075099f420..1244f73afb3f 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -376,14 +376,15 @@ def add_prefetch_info(cls, queryset): return JobAnnotation.add_prefetch_info(queryset) @transaction.atomic - def __init__(self, job_id: int, *, queryset=None) -> None: + def __init__(self, job_id: int, *, queryset=None, included_frames=None) -> None: self.job_id = job_id self.job_annotation = JobAnnotation(job_id, queryset=queryset) self.job_annotation.init_from_db() self.job_data = JobData( annotation_ir=self.job_annotation.ir_data, db_job=self.job_annotation.db_job, - use_server_track_ids=True + use_server_track_ids=True, + included_frames=included_frames, ) self._annotation_memo = _MemoizingAnnotationConverterFactory() @@ -1266,6 +1267,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): # because the task and jobs can be changed after the beginning, # which will lead to inconsistent results gt_job_data_provider = JobDataProvider(gt_job.id, queryset=job_queryset) + gt_job_frames = gt_job_data_provider.job_data.get_included_frames() jobs: List[models.Job] = [ j @@ -1273,7 +1275,8 @@ def _update_task_quality_metrics(cls, *, task_id: int): if j.type == models.JobType.NORMAL ] job_data_providers = { - job.id: JobDataProvider(job.id, queryset=job_queryset) + job.id: JobDataProvider(job.id, queryset=job_queryset, + included_frames=gt_job_frames) for job in jobs } From 9cc35bbe98ef0b1bfc24a37eb21a93c8016120f0 Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 2 May 2023 11:59:49 +0300 Subject: [PATCH 074/257] truncated numbers --- .../src/components/task-analytics-page/quality/job-list.tsx | 2 +- .../components/task-analytics-page/quality/mean-quality.tsx | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 9b3dc4278adf..dc3fbd06bf35 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -184,7 +184,7 @@ function JobListComponent(props: Props): JSX.Element { color: getQualityColor(meanAccuracy), }} > - {Number.isNaN(meanAccuracy) ? 'N/A' : `${meanAccuracy}%`} + {!Number.isFinite(meanAccuracy) ? 'N/A' : `${meanAccuracy.toFixed(1)}%`} ); }, diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index aad8a4117a75..980e1d8666df 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -30,10 +30,10 @@ function MeanQuality(props: Props): JSX.Element {
{taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} From 726026263243cd782a8d079b36732c225953918f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 2 May 2023 22:35:54 +0300 Subject: [PATCH 075/257] Add mask-polygon comparisons, remove whole dataset stats from report --- cvat/apps/engine/quality_control.py | 147 ++++++++++++++++++---------- 1 file changed, 98 insertions(+), 49 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 1244f73afb3f..03f0c361849f 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -5,7 +5,7 @@ from __future__ import annotations from copy import deepcopy from datetime import timedelta -from functools import cached_property +from functools import cached_property, partial import itertools from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Union, cast @@ -342,7 +342,7 @@ def from_dict(cls, d): class ComparisonReport(_Serializable): parameters: ComparisonReportParameters comparison_summary: ComparisonReportComparisonSummary - dataset_summary: ComparisonReportDatasetSummary + # dataset_summary: ComparisonReportDatasetSummary frame_results: Dict[int, ComparisonReportFrameSummary] @property @@ -354,7 +354,8 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: return cls( parameters=ComparisonReportParameters.from_dict(d['parameters']), comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), - dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), + # TODO: Not computed because of optimizations. Need to think if it is really needed + # dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), frame_results={ int(k): ComparisonReportFrameSummary.from_dict(v) for k, v in d['frame_results'].items() @@ -477,7 +478,7 @@ def _OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): if not sigma: sigma = 0.1 else: - assert len(sigma) == len(p1) + assert isinstance(sigma, (int, float, np.number)) or len(sigma) == len(p1) if not scale: if bbox is None: @@ -513,6 +514,33 @@ def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray) -> np.ndarray: divisor[b_arr == 0] = 1 return a_arr / divisor +def _segment_iou(a, b, *, img_h, img_w): + """ + Generic IoU computation with masks and polygons. + Returns -1 if no intersection, [0; 1] otherwise + """ + # Comparing to the dm version, this fixes the comparison for segments, + # as the images size are required for correct decoding. + # Boxes are not included, because they are not needed + + from pycocotools import mask as mask_utils + + def _to_rle(ann): + if ann.type == dm.AnnotationType.polygon: + return mask_utils.frPyObjects([ann.points], img_h, img_w) + elif isinstance(ann, dm.RleMask): + return [ann.rle] + elif ann.type == dm.AnnotationType.mask: + return [mask_utils.encode(ann.image)] + else: + raise TypeError("Unexpected arguments: %s, %s" % (a, b)) + + a = _to_rle(a) + b = _to_rle(b) + + # Note that mask_utils.iou expects (dt, gt). Check this if the 3rd param is True + return float(mask_utils.iou(b, a, [0])) + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -528,6 +556,10 @@ def __init__( self.included_ann_types = included_ann_types self.return_distances = return_distances + # % of the shape area, halved + # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 + self.oks_sigma = 0.09 + def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): return dm.ops.max_bbox( a.get_bbox() if isinstance(a, dm.Skeleton) else a @@ -554,9 +586,7 @@ def _match_ann_type(self, t, *args): elif t == dm.AnnotationType.bbox: return self.match_boxes(*args) elif t == dm.AnnotationType.polygon: - return self.match_polygons(*args) - elif t == dm.AnnotationType.mask: - return self.match_masks(*args) + return self.match_segmentations(*args) elif t == dm.AnnotationType.points: return self.match_points(*args) elif t == dm.AnnotationType.skeleton: @@ -568,10 +598,14 @@ def _match_ann_type(self, t, *args): return None def _match_segments(self, t, item_a, item_b, *, - distance: Callable = dm.ops.segment_iou + distance: Callable = dm.ops.segment_iou, + a_objs: Optional[Sequence[dm.Annotation]] = None, + b_objs: Optional[Sequence[dm.Annotation]] = None, ): - a_objs = self._get_ann_type(t, item_a) - b_objs = self._get_ann_type(t, item_b) + if a_objs is None: + a_objs = self._get_ann_type(t, item_a) + if b_objs is None: + b_objs = self._get_ann_type(t, item_b) if not a_objs and not b_objs: return [], [], [], [] @@ -589,11 +623,16 @@ def _match_segments(self, t, item_a, item_b, *, def match_boxes(self, item_a, item_b): return self._match_segments(dm.AnnotationType.bbox, item_a, item_b) - def match_polygons(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.polygon, item_a, item_b) + def match_segmentations(self, item_a, item_b): + def _get_anns(item): + return self._get_ann_type(dm.AnnotationType.polygon, item) + \ + self._get_ann_type(dm.AnnotationType.mask, item) - def match_masks(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.mask, item_a, item_b) + img_h, img_w = item_a.image.size + return self._match_segments(dm.AnnotationType.polygon, item_a, item_b, + a_objs=_get_anns(item_a), b_objs=_get_anns(item_b), + distance=partial(_segment_iou, img_h=img_h, img_w=img_w) + ) def match_lines(self, item_a, item_b): matcher = dm.ops.LineMatcher() @@ -614,7 +653,7 @@ def match_points(self, item_a, item_b): for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] - matcher = _PointsMatcher(instance_map=instance_map) + matcher = _PointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) distance = matcher.distance @@ -711,7 +750,7 @@ def match_skeletons(self, item_a, item_b): for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] - matcher = _PointsMatcher(instance_map=instance_map) + matcher = _PointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) distance = matcher.distance @@ -778,8 +817,7 @@ def __init__(self, categories: dm.CategoriesInfo): ] self.included_ann_types = [ dm.AnnotationType.bbox, - dm.AnnotationType.mask, - dm.AnnotationType.points, + dm.AnnotationType.points, # masks are compared together with polygons dm.AnnotationType.polygon, dm.AnnotationType.polyline, dm.AnnotationType.skeleton, @@ -817,7 +855,21 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): return matches, mismatches, a_extra, b_extra def match_annotations(self, item_a, item_b): - return self._annotation_comparator.match_annotations(item_a, item_b) + per_type_results = self._annotation_comparator.match_annotations(item_a, item_b) + + merged_results = [[], [], [], [], {}] + for shape_type in self.included_ann_types: + for merged_field, field in zip(merged_results, per_type_results[shape_type][:-1]): + merged_field.extend(field) + + merged_results[-1].update(per_type_results[shape_type][-1]) + + return merged_results + + def get_distance(self, + pairwise_distances, gt_ann: dm.Annotation, ds_ann: dm.Annotation + ) -> Optional[float]: + return pairwise_distances.get((id(gt_ann), id(ds_ann))) class _DatasetComparator: @@ -833,8 +885,12 @@ def __init__(self, self._frame_results: Dict[int, ComparisonReportFrameSummary] = {} self.comparator = _Comparator(self._gt_dataset.categories()) + + # iou_threshold is used for distinction between matched / unmatched shapes + # overlap_threshold is used for distinction between strong / weak (low_overlap) matches self.comparator._annotation_comparator.iou_threshold = 0.4 self.overlap_threshold = 0.8 + self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -876,17 +932,10 @@ def _generate_frame_annotation_conflicts( ) -> List[AnnotationConflict]: conflicts = [] - merged_results = [[], [], [], [], {}] - for shape_type in self.comparator.included_ann_types: - for merged_field, field in zip(merged_results, frame_results[shape_type][:-1]): - merged_field.extend(field) - - merged_results[-1].update(frame_results[shape_type][-1]) - - matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results + matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = frame_results def _get_overlap(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: - return pairwise_distances.get((id(gt_ann), id(ds_ann))) + return self.comparator.get_distance(pairwise_distances, gt_ann, ds_ann) _matched_shapes = set( id(shape) @@ -969,7 +1018,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): _matched_shapes.add(matched_ann_id) resulting_distances.append(overlap) - mean_iou = np.mean(resulting_distances) + mean_iou = np.mean(resulting_distances) if resulting_distances else 0 valid_shapes_count = len(matches) + len(mismatches) missing_shapes_count = len(gt_unmatched) @@ -1061,17 +1110,17 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): def generate_report(self) -> ComparisonReport: self._find_gt_conflicts() - full_ds_comparable_shapes_count = 0 - full_ds_comparable_attributes_count = 0 - for item in self._ds_dataset: - for ann in item.annotations: - if ann.type not in self.comparator.included_ann_types: - continue + # full_ds_comparable_shapes_count = 0 + # full_ds_comparable_attributes_count = 0 + # for item in self._ds_dataset: + # for ann in item.annotations: + # if ann.type not in self.comparator.included_ann_types: + # continue - full_ds_comparable_attributes_count += len( - set(ann.attributes).difference(self.comparator.ignored_attrs) - ) - full_ds_comparable_shapes_count += 1 + # full_ds_comparable_attributes_count += len( + # set(ann.attributes).difference(self.comparator.ignored_attrs) + # ) + # full_ds_comparable_shapes_count += 1 # accumulate stats intersection_frames = [] @@ -1175,10 +1224,10 @@ def generate_report(self) -> ComparisonReport: ), ), - dataset_summary=ComparisonReportDatasetSummary( - frame_count=len(self._ds_dataset), - shape_count=full_ds_comparable_shapes_count, - ), + # dataset_summary=ComparisonReportDatasetSummary( + # frame_count=len(self._ds_dataset), + # shape_count=full_ds_comparable_shapes_count, + # ), frame_results=self._frame_results ) @@ -1295,14 +1344,14 @@ def _update_task_quality_metrics(cls, *, task_id: int): # compute combined summary for job reports. task_intersection_frames = set() task_conflicts = [] - task_shapes_count = 0 + # task_shapes_count = 0 task_annotations_summary = None task_ann_components_summary = None task_mean_shape_ious = [] for r in job_comparison_reports.values(): task_intersection_frames.update(r.comparison_summary.frames) task_conflicts.extend(r.conflicts) - task_shapes_count += r.dataset_summary.shape_count + # task_shapes_count += r.dataset_summary.shape_count if task_annotations_summary: task_annotations_summary.accumulate(r.comparison_summary.annotations) @@ -1331,10 +1380,10 @@ def _update_task_quality_metrics(cls, *, task_id: int): annotation_components=task_ann_components_summary, ), - dataset_summary=ComparisonReportDatasetSummary( - frame_count=task.data.size, - shape_count=task_shapes_count - ), + # dataset_summary=ComparisonReportDatasetSummary( + # frame_count=task.data.size, + # shape_count=task_shapes_count + # ), frame_results={}, ) From 27237694606f0e42d1cc42c44b230a8098e35518 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 3 May 2023 13:24:33 +0300 Subject: [PATCH 076/257] Fix frame matching --- cvat/apps/engine/quality_control.py | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 03f0c361849f..bf6e153aadef 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -20,7 +20,7 @@ from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, - GetCVATDataExtractor, JobData) + GetCVATDataExtractor, JobData, match_dm_item) from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.engine import models @@ -397,8 +397,8 @@ def dm_dataset(self): ) return dm.Dataset.from_extractors(extractor, env=dm_env) - def dm_item_id_to_frame_id(self, item_id: str) -> int: - return self.job_data.match_frame(item_id) + def dm_item_id_to_frame_id(self, item: dm.DatasetItem) -> int: + return match_dm_item(item, self.job_data) def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) @@ -894,7 +894,7 @@ def __init__(self, self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: - return self._gt_data_provider.dm_item_id_to_frame_id(item.id) + return self._gt_data_provider.dm_item_id_to_frame_id(item) def _dm_ann_to_ann_id(self, ann: dm.Annotation, dataset: dm.Dataset): if dataset is self._ds_dataset: @@ -1125,8 +1125,22 @@ def generate_report(self) -> ComparisonReport: # accumulate stats intersection_frames = [] conflict_count = 0 - annotations = None - annotation_components = None + annotations = ComparisonReportAnnotationsSummary( + valid_count=0, missing_count=0, + extra_count=0, total_count=0, + ds_count=0, gt_count=0, + confusion_matrix=None + ) + annotation_components = ComparisonReportAnnotationComponentsSummary( + shape=ComparisonReportAnnotationShapeSummary( + valid_count=0, missing_count=0, + extra_count=0, total_count=0, + ds_count=0, gt_count=0, mean_iou=0 + ), + label=ComparisonReportAnnotationLabelSummary( + valid_count=0, invalid_count=0, total_count=0, + ), + ) mean_ious = [] confusion_matrices = [] for frame_id, frame_result in self._frame_results.items(): From dce66736b5bfcecfed04c2bcca4df4acea5ded4a Mon Sep 17 00:00:00 2001 From: klakhov Date: Wed, 3 May 2023 15:43:10 +0300 Subject: [PATCH 077/257] tried to fix conflicts for masks/skeletons --- cvat-canvas/src/typescript/canvas.ts | 7 ++- cvat-canvas/src/typescript/canvasModel.ts | 6 +++ cvat-canvas/src/typescript/canvasView.ts | 32 +++++++++--- .../canvas/views/canvas2d/canvas-wrapper.tsx | 12 +++-- .../review/conflicts-aggregator.tsx | 49 ++++++++++--------- 5 files changed, 73 insertions(+), 33 deletions(-) diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index 9b4c6c60d11a..5e07159826d5 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -32,7 +32,8 @@ interface Canvas { html(): HTMLDivElement; setup(frameData: any, objectStates: any[], zLayer?: number): void; setupIssueRegions(issueRegions: Record): void; - activate(clientID: number | null, attributeID?: number): void; + setupConflictRegions(clientID: number): number[]; + activate(clientID: number | null, attributeID?: number): number[]; rotate(rotationAngle: number): void; focus(clientID: number, padding?: number): void; fit(): void; @@ -84,6 +85,10 @@ class CanvasImpl implements Canvas { this.model.setupIssueRegions(issueRegions); } + public setupConflictsRegions(clientID: number): number[] { + return this.view.setupConflictsRegions(clientID); + } + public fitCanvas(): void { this.model.fitCanvas(this.view.html().clientWidth, this.view.html().clientHeight); } diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index 5f271f88b4d6..cbf8e77fcbec 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -68,6 +68,7 @@ export interface Configuration { textContent?: string; undefinedAttrValue?: string; showProjections?: boolean; + showConflicts?: boolean; forceDisableEditing?: boolean; intelligentPolygonCrop?: boolean; forceFrameUpdate?: boolean; @@ -347,6 +348,7 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { autoborders: false, displayAllText: false, showProjections: false, + showConflicts: false, forceDisableEditing: false, intelligentPolygonCrop: false, forceFrameUpdate: false, @@ -826,6 +828,10 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.data.configuration.colorBy = configuration.colorBy; } + if (typeof configuration.showConflicts === 'boolean') { + this.data.configuration.showConflicts = configuration.showConflicts; + } + if (typeof configuration.CSSImageFilter === 'string') { this.data.configuration.CSSImageFilter = configuration.CSSImageFilter; } diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 0184297e7c39..0e9ddc4dd9cb 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -63,6 +63,7 @@ import { export interface CanvasView { html(): HTMLDivElement; + setupConflictsRegions(clientID: number): number[]; } export class CanvasViewImpl implements CanvasView, Listener { @@ -1308,6 +1309,11 @@ export class CanvasViewImpl implements CanvasView, Listener { (shapeView as any).instance .fill({ color: fill, opacity: fillOpacity }) .stroke({ color: stroke }); + if (configuration.showConflicts && objectState?.conflict) { + shapeView.classList.add('cvat_canvas_conflicted'); + } else if (!configuration.showConflicts && objectState?.conflict) { + shapeView.classList.remove('cvat_canvas_conflicted'); + } } if (drawnState.elements) { @@ -1319,7 +1325,8 @@ export class CanvasViewImpl implements CanvasView, Listener { const withUpdatingShapeViews = configuration.shapeOpacity !== this.configuration.shapeOpacity || configuration.selectedShapeOpacity !== this.configuration.selectedShapeOpacity || configuration.outlinedBorders !== this.configuration.outlinedBorders || - configuration.colorBy !== this.configuration.colorBy; + configuration.colorBy !== this.configuration.colorBy || + configuration.showConflicts !== this.configuration.showConflicts; if (configuration.displayAllText && !this.configuration.displayAllText) { for (const i in this.drawnStates) { @@ -1709,6 +1716,17 @@ export class CanvasViewImpl implements CanvasView, Listener { return this.canvas; } + public setupConflictsRegions(SShape: any): number[] { + let cx = 0; + let cy = 0; + const shape = this.svgShapes[SShape.clientID]; + if (!shape) return []; + const box = (shape.node as any).getBBox(); + cx = box.x + (box.x + box.width - box.x) / 2; + cy = box.y + (box.y + box.height - box.y) / 2; + return [cx, cy]; + } + private redrawBitmap(): void { const width = +this.background.style.width.slice(0, -2); const height = +this.background.style.height.slice(0, -2); @@ -2709,7 +2727,7 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { rect.addClass('cvat_canvas_conflicted'); } @@ -2741,7 +2759,7 @@ export class CanvasViewImpl implements CanvasView, Listener { polygon.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { polygon.addClass('cvat_canvas_conflicted'); } @@ -2773,7 +2791,7 @@ export class CanvasViewImpl implements CanvasView, Listener { polyline.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { polyline.addClass('cvat_canvas_conflicted'); } @@ -2806,7 +2824,7 @@ export class CanvasViewImpl implements CanvasView, Listener { cube.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { cube.addClass('cvat_canvas_conflicted'); } @@ -3388,7 +3406,7 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { rect.addClass('cvat_canvas_conflicted'); } @@ -3422,7 +3440,7 @@ export class CanvasViewImpl implements CanvasView, Listener { group.addClass('cvat_canvas_ground_truth'); } - if (state.conflict) { + if (state.conflict && this.configuration.showConflicts) { group.addClass('cvat_canvas_conflicted'); } diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index 1efd0bdd020c..bc6800e47013 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -109,6 +109,7 @@ interface StateToProps { keyMap: KeyMap; showTagsOnFrame: boolean; conflicts: QualityConflict[]; + showGroundTruth: boolean; } interface DispatchToProps { @@ -187,7 +188,7 @@ function mapStateToProps(state: CombinedState): StateToProps { textContent, }, shapes: { - opacity, colorBy, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, + opacity, colorBy, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, showGroundTruth, }, }, shortcuts: { keyMap }, @@ -245,6 +246,7 @@ function mapStateToProps(state: CombinedState): StateToProps { activeControl === ActiveControl.EDIT, statesSources, conflicts, + showGroundTruth, }; } @@ -367,6 +369,7 @@ class CanvasWrapperComponent extends React.PureComponent { colorBy, outlined, outlineColor, + showGroundTruth, } = this.props; const { canvasInstance } = this.props as { canvasInstance: Canvas }; @@ -381,6 +384,7 @@ class CanvasWrapperComponent extends React.PureComponent { displayAllText: showObjectsTextAlways, autoborders: automaticBordering, showProjections, + showConflicts: showGroundTruth, intelligentPolygonCrop, selectedShapeOpacity: selectedOpacity, controlPointsSize, @@ -431,6 +435,7 @@ class CanvasWrapperComponent extends React.PureComponent { colorBy, onFetchAnnotation, statesSources, + showGroundTruth, } = this.props; const { canvasInstance } = this.props as { canvasInstance: Canvas }; @@ -448,7 +453,8 @@ class CanvasWrapperComponent extends React.PureComponent { prevProps.textContent !== textContent || prevProps.colorBy !== colorBy || prevProps.outlineColor !== outlineColor || - prevProps.outlined !== outlined + prevProps.outlined !== outlined || + prevProps.showGroundTruth !== showGroundTruth ) { canvasInstance.configure({ undefinedAttrValue: config.UNDEFINED_ATTRIBUTE_VALUE, @@ -465,6 +471,7 @@ class CanvasWrapperComponent extends React.PureComponent { controlPointsSize, textPosition, textContent, + showConflicts: showGroundTruth, }); } @@ -877,7 +884,6 @@ class CanvasWrapperComponent extends React.PureComponent { curZLayer, annotations, frameData, canvasInstance, statesSources, conflicts, workspace, } = this.props; - console.log(annotations, conflicts); if (frameData !== null && canvasInstance) { const filteredAnnotations = annotations.filter((e) => e.objectType !== ObjectType.TAG); const shownAnnotations = filteredAnnotations.filter((e) => !e.jobID || statesSources.includes(e.jobID)); diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index 718d3080ce2e..75d87106e3c3 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -10,13 +10,13 @@ import { CombinedState } from 'reducers'; import { Canvas } from 'cvat-canvas/src/typescript/canvas'; import { AnnotationConflict, ObjectState, QualityConflict } from 'cvat-core-wrapper'; -import { translateToCanvas } from 'cvat-canvas/src/typescript/shared'; import ConflictLabel from './conflict-label'; export default function ConflictAggregatorComponent(): JSX.Element | null { - const qualityConflicts = useSelector((state: CombinedState): any[] => state.review.conflicts); - const objectStates = useSelector((state: CombinedState): any[] => state.annotation.annotations.states); - const currentFrame = useSelector((state: CombinedState): number => state.annotation.player.frame.number); + const qualityConflicts = useSelector((state: CombinedState) => state.review.conflicts); + const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); + const currentFrame = useSelector((state: CombinedState) => state.annotation.player.frame.number); + const showConflicts = useSelector((state: CombinedState) => state.settings.shapes.showGroundTruth); const frameQualityConflicts = qualityConflicts.filter( (conflict: QualityConflict) => conflict.frame === currentFrame, ); @@ -50,23 +50,28 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { }, [canvasInstance]); const [mapping, setMapping] = useState([]); useEffect(() => { - if (geometry) { - const newMapping = conflicts.map((c: AnnotationConflict) => { - const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); - if (state) { - const points = [state.points[0], state.points[1]]; - const [x, y] = translateToCanvas(geometry?.offset, points); - return { - description: c.conflictType, - x, - y, - }; - } - return []; - }).filter((el) => !Array.isArray(el)); - setMapping(newMapping); - } - }, [geometry, objectStates]); + setTimeout(() => { + if (geometry && showConflicts) { + const newMapping = conflicts.map((c: AnnotationConflict) => { + const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); + if (state && canvasInstance) { + const points = canvasInstance.setupConflictsRegions(state); + if (points) { + return { + description: c.conflictType, + x: points[0], + y: points[1], + }; + } + } + return []; + }).filter((el) => !Array.isArray(el)); + setMapping(newMapping); + } else { + setMapping([]); + } + }); + }, [geometry, objectStates, showConflicts, currentFrame]); if (!(canvasInstance instanceof Canvas) || !canvasIsReady || !geometry) { return null; @@ -75,7 +80,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { for (const conflict of mapping) { conflictLabels.push( Date: Thu, 4 May 2023 20:09:48 +0300 Subject: [PATCH 078/257] Implement correct line comparisons --- .../0077_alter_annotationconflict_type.py | 18 ++ cvat/apps/engine/models.py | 1 + cvat/apps/engine/quality_control.py | 215 ++++++++++++++++-- 3 files changed, 216 insertions(+), 18 deletions(-) create mode 100644 cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py diff --git a/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py new file mode 100644 index 000000000000..7714551cf6db --- /dev/null +++ b/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-05-04 16:34 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0076_alter_annotationid_type'), + ] + + operations = [ + migrations.AlterField( + model_name='annotationconflict', + name='type', + field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION')], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 66e36651e87a..5bcb14ce07ae 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1041,6 +1041,7 @@ class AnnotationConflictType(str, Enum): EXTRA_ANNOTATION = 'extra_annotation' MISMATCHING_LABEL = 'mismatching_label' LOW_OVERLAP = 'low_overlap' + MISMATCHING_DIRECTION = 'mismatching_direction' def __str__(self) -> str: return self.value diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index bf6e153aadef..dd179127901d 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -8,7 +8,7 @@ from functools import cached_property, partial import itertools -from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Union, cast +from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast from attrs import asdict, define, has as is_attrs_type import datumaro as dm @@ -459,7 +459,7 @@ def _convert_shape(self, shape, *, index): return converted -def _OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): +def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): """ Object Keypoint Similarity metric. https://cocodataset.org/#keypoints-eval @@ -475,11 +475,6 @@ def _OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): else: visibility = np.asarray(visibility, dtype=float) - if not sigma: - sigma = 0.1 - else: - assert isinstance(sigma, (int, float, np.number)) or len(sigma) == len(p1) - if not scale: if bbox is None: bbox = dm.ops.mean_bbox([a, b]) @@ -541,6 +536,148 @@ def _to_rle(ann): # Note that mask_utils.iou expects (dt, gt). Check this if the 3rd param is True return float(mask_utils.iou(b, a, [0])) +@define(kw_only=True) +class _LineMatcher(dm.ops.LineMatcher): + torso_r: float = 0.25 + oriented: bool = False + scale: float = None + _approx_cache = None + + def distance(self, gt_ann, ds_ann): + # Approximate lines to the same number of points for pointwise comparison + a, b = self.get_approximated_lines(gt_ann, ds_ann) + + # Compare the direct and, optionally, the reverse variants + similarities = [] + candidates = [b] + if not self.oriented: + candidates.append(b[::-1]) + + for candidate_b in candidates: + similarities.append(self.compare(a, candidate_b)) + + return max(similarities) + + def compare(self, a: np.ndarray, b: np.ndarray) -> float: + dists = np.linalg.norm(a - b, axis=1) + + scale = self.scale + if scale is None: + segment_dists = np.linalg.norm(a[1:] - a[:-1], axis=1) + scale = np.sum(segment_dists) ** 2 + + # Compute Gaussian for approximated lines similarly to OKS + return np.sum( + np.exp(-(dists**2) / (2 * scale * (2 * self.torso_r) ** 2)) + ) / len(a) + + def get_approximated_lines(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): + cached_data = None + if self._approx_cache is not None: + for is_key_reversed, key in { + False: (id(gt_ann), id(ds_ann)), True: (id(ds_ann), id(gt_ann)) + }.items(): + cached_data = self._approx_cache.get() + if not cached_data: + break + + if cached_data: + if is_key_reversed: + key = key[::-1] + a, b = key + + if cached_data is None: + a, b = self.approximate_points( + np.array(gt_ann.points).reshape((-1, 2)), + np.array(ds_ann.points).reshape((-1, 2)) + ) + + if self._approx_cache is not None: + # Can't cache independently, because the approximation result + # depends on both lines + self._approx_cache[(id(gt_ann), id(ds_ann))] = (a, b) + + return a, b + + @classmethod + def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, np.ndarray]: + """ + Creates 2 polylines with the same numbers of points, + the points are placed on the original lines with the same step. + The step for each point is determined as minimal to the next original + point on one of the curves. + A simpler, but slower version could be just approximate each curve to + some big number of points. The advantage of this algo is that it keeps + corners and original points untouched, while adding intermediate points. + """ + a_segment_count = len(a) - 1 + b_segment_count = len(b) - 1 + + a_segment_lengths = list(np.linalg.norm(a[1:] - a[:-1], axis=1)) + a_segment_end_dists = [0] + for l in a_segment_lengths: + a_segment_end_dists.append(a_segment_end_dists[-1] + l) + a_segment_end_dists.pop(0) + a_segment_end_dists.append(a_segment_end_dists[-1]) # duplicate for simpler code + + b_segment_lengths = list(np.linalg.norm(b[1:] - b[:-1], axis=1)) + b_segment_end_dists = [0] + for l in b_segment_lengths: + b_segment_end_dists.append(b_segment_end_dists[-1] + l) + b_segment_end_dists.pop(0) + b_segment_end_dists.append(b_segment_end_dists[-1]) # duplicate for simpler code + + a_length = a_segment_end_dists[-1] + b_length = b_segment_end_dists[-1] + + new_points_count = len(a) + len(b) - 1 + a_new_points = np.empty((new_points_count, 2)) + b_new_points = np.empty((new_points_count, 2)) + a_new_points[0] = a[0] + b_new_points[0] = b[0] + + a_segment_idx = 0 + b_segment_idx = 0 + while a_segment_idx < a_segment_count or b_segment_idx < b_segment_count: + # The algorithm is similar to merge sort + + cur_point_idx = a_segment_idx + b_segment_idx + + a_segment_end_pos = a_segment_end_dists[a_segment_idx] / (a_length or 1) + b_segment_end_pos = b_segment_end_dists[b_segment_idx] / (b_length or 1) + if a_segment_idx < a_segment_count and a_segment_end_pos <= b_segment_end_pos: + if b_segment_idx < b_segment_count: + # advance b in a position in the current segment + r = (a_segment_end_pos * b_length - ( + b_segment_end_dists[b_segment_idx] - b_segment_lengths[b_segment_idx] + )) / (b_segment_lengths[b_segment_idx] or 1) + b_new_points[cur_point_idx + 1] = \ + b[b_segment_idx] * (1 - r) + b[1 + b_segment_idx] * r + + # advance a to the end of this segment + a_new_points[cur_point_idx + 1] = a[1 + a_segment_idx] + + a_segment_idx += 1 + + elif b_segment_idx < b_segment_count: + if a_segment_idx < a_segment_count: + # advance a in a position in the current segment + r = (b_segment_end_pos * a_length - ( + a_segment_end_dists[a_segment_idx] - a_segment_lengths[a_segment_idx] + )) / (a_segment_lengths[a_segment_idx] or 1) + a_new_points[cur_point_idx + 1] = \ + a[a_segment_idx] * (1 - r) + a[1 + a_segment_idx] * r + + # advance b to the end of this segment + b_new_points[cur_point_idx + 1] = b[1 + b_segment_idx] + + b_segment_idx += 1 + + else: + assert False + + return a_new_points, b_new_points + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -556,10 +693,17 @@ def __init__( self.included_ann_types = included_ann_types self.return_distances = return_distances - # % of the shape area, halved + # % of the shape area + # https://cocodataset.org/#keypoints-eval # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 self.oks_sigma = 0.09 + self.oriented_lines = False + + # % of the line length + # Here we use a % of image size in pixels, using the image size as the scale + self.line_torso_radius = 0.01 + def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): return dm.ops.max_bbox( a.get_bbox() if isinstance(a, dm.Skeleton) else a @@ -635,7 +779,8 @@ def _get_anns(item): ) def match_lines(self, item_a, item_b): - matcher = dm.ops.LineMatcher() + matcher = _LineMatcher(oriented=self.oriented_lines, torso_r=self.line_torso_radius, + scale=np.prod(item_a.image.size)) return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, distance=matcher.distance) @@ -823,7 +968,8 @@ def __init__(self, categories: dm.CategoriesInfo): dm.AnnotationType.skeleton, ] self._annotation_comparator = _DistanceComparator( - categories, included_ann_types=self.included_ann_types, return_distances=True, + categories, included_ann_types=self.included_ann_types, + return_distances=True ) def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): @@ -891,6 +1037,9 @@ def __init__(self, self.comparator._annotation_comparator.iou_threshold = 0.4 self.overlap_threshold = 0.8 + # Indicates that polylines have direction + self.oriented_lines = True + self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -925,16 +1074,17 @@ def _process_frame(self, ds_item, gt_item): frame_results = self.comparator.match_annotations(gt_item, ds_item) self._frame_results.setdefault(frame_id, {}) - self._generate_frame_annotation_conflicts(frame_id, frame_results) + self._generate_frame_annotation_conflicts(frame_id, frame_results, + gt_item=gt_item, ds_item=ds_item) def _generate_frame_annotation_conflicts( - self, frame_id: str, frame_results, + self, frame_id: str, frame_results, *, gt_item: dm.DatasetItem, ds_item: dm.DatasetItem ) -> List[AnnotationConflict]: conflicts = [] matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = frame_results - def _get_overlap(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: + def _get_similarity(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[float]: return self.comparator.get_distance(pairwise_distances, gt_ann, ds_ann) _matched_shapes = set( @@ -962,8 +1112,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): return matched_ann, distance for gt_ann, ds_ann in list(matches + mismatches): - overlap = _get_overlap(gt_ann, ds_ann) - if overlap and overlap < self.overlap_threshold: + similarity = _get_similarity(gt_ann, ds_ann) + if similarity and similarity < self.overlap_threshold: conflicts.append(AnnotationConflict( frame_id=frame_id, type=AnnotationConflictType.LOW_OVERLAP, @@ -1008,18 +1158,47 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) resulting_distances = [ - _get_overlap(gt_ann, ds_ann) + _get_similarity(gt_ann, ds_ann) for gt_ann, ds_ann in itertools.chain(matches, mismatches) ] for unmatched_ann in itertools.chain(gt_unmatched, ds_unmatched): - matched_ann_id, overlap = _find_closest_unmatched_shape(unmatched_ann) + matched_ann_id, similarity = _find_closest_unmatched_shape(unmatched_ann) if matched_ann_id is not None: _matched_shapes.add(matched_ann_id) - resulting_distances.append(overlap) + resulting_distances.append(similarity) mean_iou = np.mean(resulting_distances) if resulting_distances else 0 + if self.oriented_lines and dm.AnnotationType.polyline in self.comparator.included_ann_types: + # Check line directions + line_matcher = _LineMatcher( + torso_r=self.comparator._annotation_comparator.line_torso_radius, + oriented=False, + scale=np.prod(gt_item.image.size) + ) + + for gt_ann, ds_ann in zip(gt_item.annotations, ds_item.annotations): + if gt_ann.type != ds_ann.type or gt_ann.type != dm.AnnotationType.polyline: + continue + + non_oriented_distance = _get_similarity(gt_ann, ds_ann) + if not non_oriented_distance: + continue + + oriented_distance = line_matcher.distance(gt_ann, ds_ann) + if oriented_distance < non_oriented_distance: + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_DIRECTION, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + ) + ) + valid_shapes_count = len(matches) + len(mismatches) missing_shapes_count = len(gt_unmatched) extra_shapes_count = len(ds_unmatched) From 6965e16e3841a36ed4067eb2ed07a962015b8706 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 4 May 2023 21:27:09 +0300 Subject: [PATCH 079/257] Add early exit --- cvat/apps/engine/quality_control.py | 46 ++++++++++++++++++++--------- 1 file changed, 32 insertions(+), 14 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index dd179127901d..5a49bd175262 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -541,11 +541,28 @@ class _LineMatcher(dm.ops.LineMatcher): torso_r: float = 0.25 oriented: bool = False scale: float = None + zero_distance_threshold: float = 0.01 _approx_cache = None - def distance(self, gt_ann, ds_ann): - # Approximate lines to the same number of points for pointwise comparison - a, b = self.get_approximated_lines(gt_ann, ds_ann) + def distance(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): + cached_data = self._load_from_cache(gt_ann, ds_ann) + if cached_data: + a, b = cached_data + else: + # Check distances of the very coarse estimates for the curves + def _get_bbox_points(bbox): + x, y, w, h = bbox + return np.array([ (x, y), (x, y + h), (x + w, y), (x + w, y + h) ]) + + gt_bbox = _get_bbox_points(gt_ann.get_bbox()) + ds_bbox = _get_bbox_points(ds_ann.get_bbox()) + if self._compare_lines(gt_bbox, ds_bbox) < self.zero_distance_threshold: + return 0 + + if cached_data is None: + # Approximate lines to the same number of points for pointwise comparison + a, b = self._get_approximated_lines(gt_ann, ds_ann) + self._save_in_cache(gt_ann, ds_ann, (a, b)) # Compare the direct and, optionally, the reverse variants similarities = [] @@ -554,11 +571,11 @@ def distance(self, gt_ann, ds_ann): candidates.append(b[::-1]) for candidate_b in candidates: - similarities.append(self.compare(a, candidate_b)) + similarities.append(self._compare_lines(a, candidate_b)) return max(similarities) - def compare(self, a: np.ndarray, b: np.ndarray) -> float: + def _compare_lines(self, a: np.ndarray, b: np.ndarray) -> float: dists = np.linalg.norm(a - b, axis=1) scale = self.scale @@ -571,7 +588,7 @@ def compare(self, a: np.ndarray, b: np.ndarray) -> float: np.exp(-(dists**2) / (2 * scale * (2 * self.torso_r) ** 2)) ) / len(a) - def get_approximated_lines(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): + def _load_from_cache(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): cached_data = None if self._approx_cache is not None: for is_key_reversed, key in { @@ -584,20 +601,21 @@ def get_approximated_lines(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): if cached_data: if is_key_reversed: key = key[::-1] - a, b = key + cached_data = cached_data[::-1] - if cached_data is None: - a, b = self.approximate_points( - np.array(gt_ann.points).reshape((-1, 2)), - np.array(ds_ann.points).reshape((-1, 2)) - ) + return cached_data + def _save_in_cache(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine, cached_data): if self._approx_cache is not None: # Can't cache independently, because the approximation result # depends on both lines - self._approx_cache[(id(gt_ann), id(ds_ann))] = (a, b) + self._approx_cache[(id(gt_ann), id(ds_ann))] = cached_data - return a, b + def _get_approximated_lines(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): + return self.approximate_points( + np.array(gt_ann.points).reshape((-1, 2)), + np.array(ds_ann.points).reshape((-1, 2)) + ) @classmethod def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, np.ndarray]: From 15fe2ff281a7c343302fd89541a27e526010f63a Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 5 May 2023 02:06:42 +0300 Subject: [PATCH 080/257] Optimizations, stability improvements --- cvat/apps/engine/quality_control.py | 114 +++++++++++----------------- 1 file changed, 43 insertions(+), 71 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 5a49bd175262..56f09ad8ae3f 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -541,28 +541,31 @@ class _LineMatcher(dm.ops.LineMatcher): torso_r: float = 0.25 oriented: bool = False scale: float = None - zero_distance_threshold: float = 0.01 - _approx_cache = None def distance(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): - cached_data = self._load_from_cache(gt_ann, ds_ann) - if cached_data: - a, b = cached_data - else: - # Check distances of the very coarse estimates for the curves - def _get_bbox_points(bbox): - x, y, w, h = bbox - return np.array([ (x, y), (x, y + h), (x + w, y), (x + w, y + h) ]) - - gt_bbox = _get_bbox_points(gt_ann.get_bbox()) - ds_bbox = _get_bbox_points(ds_ann.get_bbox()) - if self._compare_lines(gt_bbox, ds_bbox) < self.zero_distance_threshold: - return 0 + # Check distances of the very coarse estimates for the curves + def _get_bbox_circle(ann: dm.PolyLine): + xs = ann.points[0::2] + ys = ann.points[1::2] + x0 = min(xs) + x1 = max(xs) + y0 = min(ys) + y1 = max(ys) + return (x0 + x1) / 2, (y0 + y1) / 2, (x1 - x0) ** 2 + (y1 - y0) ** 2 + + gt_center_x, gt_center_y, gt_r2 = _get_bbox_circle(gt_ann) + ds_center_x, ds_center_y, ds_r2 = _get_bbox_circle(ds_ann) + sigma2_x6 = self.scale * (6 * self.torso_r) ** 2 + if ( + (ds_center_x - gt_center_x) ** 2 + (ds_center_y - gt_center_y) ** 2 + ) > ds_r2 + gt_r2 + sigma2_x6: + return 0 - if cached_data is None: - # Approximate lines to the same number of points for pointwise comparison - a, b = self._get_approximated_lines(gt_ann, ds_ann) - self._save_in_cache(gt_ann, ds_ann, (a, b)) + # Approximate lines to the same number of points for pointwise comparison + a, b = self.approximate_points( + np.array(gt_ann.points).reshape((-1, 2)), + np.array(ds_ann.points).reshape((-1, 2)) + ) # Compare the direct and, optionally, the reverse variants similarities = [] @@ -584,39 +587,10 @@ def _compare_lines(self, a: np.ndarray, b: np.ndarray) -> float: scale = np.sum(segment_dists) ** 2 # Compute Gaussian for approximated lines similarly to OKS - return np.sum( + return sum( np.exp(-(dists**2) / (2 * scale * (2 * self.torso_r) ** 2)) ) / len(a) - def _load_from_cache(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): - cached_data = None - if self._approx_cache is not None: - for is_key_reversed, key in { - False: (id(gt_ann), id(ds_ann)), True: (id(ds_ann), id(gt_ann)) - }.items(): - cached_data = self._approx_cache.get() - if not cached_data: - break - - if cached_data: - if is_key_reversed: - key = key[::-1] - cached_data = cached_data[::-1] - - return cached_data - - def _save_in_cache(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine, cached_data): - if self._approx_cache is not None: - # Can't cache independently, because the approximation result - # depends on both lines - self._approx_cache[(id(gt_ann), id(ds_ann))] = cached_data - - def _get_approximated_lines(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): - return self.approximate_points( - np.array(gt_ann.points).reshape((-1, 2)), - np.array(ds_ann.points).reshape((-1, 2)) - ) - @classmethod def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, np.ndarray]: """ @@ -631,14 +605,14 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n a_segment_count = len(a) - 1 b_segment_count = len(b) - 1 - a_segment_lengths = list(np.linalg.norm(a[1:] - a[:-1], axis=1)) + a_segment_lengths = np.linalg.norm(a[1:] - a[:-1], axis=1) a_segment_end_dists = [0] for l in a_segment_lengths: a_segment_end_dists.append(a_segment_end_dists[-1] + l) a_segment_end_dists.pop(0) a_segment_end_dists.append(a_segment_end_dists[-1]) # duplicate for simpler code - b_segment_lengths = list(np.linalg.norm(b[1:] - b[:-1], axis=1)) + b_segment_lengths = np.linalg.norm(b[1:] - b[:-1], axis=1) b_segment_end_dists = [0] for l in b_segment_lengths: b_segment_end_dists.append(b_segment_end_dists[-1] + l) @@ -658,36 +632,35 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n b_segment_idx = 0 while a_segment_idx < a_segment_count or b_segment_idx < b_segment_count: # The algorithm is similar to merge sort - - cur_point_idx = a_segment_idx + b_segment_idx + next_point_idx = a_segment_idx + b_segment_idx + 1 a_segment_end_pos = a_segment_end_dists[a_segment_idx] / (a_length or 1) b_segment_end_pos = b_segment_end_dists[b_segment_idx] / (b_length or 1) if a_segment_idx < a_segment_count and a_segment_end_pos <= b_segment_end_pos: if b_segment_idx < b_segment_count: # advance b in a position in the current segment - r = (a_segment_end_pos * b_length - ( - b_segment_end_dists[b_segment_idx] - b_segment_lengths[b_segment_idx] - )) / (b_segment_lengths[b_segment_idx] or 1) - b_new_points[cur_point_idx + 1] = \ - b[b_segment_idx] * (1 - r) + b[1 + b_segment_idx] * r + q = ( + b_segment_end_dists[b_segment_idx] - a_segment_end_pos * b_length + ) / (b_segment_lengths[b_segment_idx] or 1) + b_new_points[next_point_idx] = \ + b[b_segment_idx] * q + b[1 + b_segment_idx] * (1 - q) # advance a to the end of this segment - a_new_points[cur_point_idx + 1] = a[1 + a_segment_idx] + a_new_points[next_point_idx] = a[1 + a_segment_idx] a_segment_idx += 1 elif b_segment_idx < b_segment_count: if a_segment_idx < a_segment_count: # advance a in a position in the current segment - r = (b_segment_end_pos * a_length - ( - a_segment_end_dists[a_segment_idx] - a_segment_lengths[a_segment_idx] - )) / (a_segment_lengths[a_segment_idx] or 1) - a_new_points[cur_point_idx + 1] = \ - a[a_segment_idx] * (1 - r) + a[1 + a_segment_idx] * r + q = ( + a_segment_end_dists[a_segment_idx] - b_segment_end_pos * a_length + ) / (a_segment_lengths[a_segment_idx] or 1) + a_new_points[next_point_idx] = \ + a[a_segment_idx] * q + a[1 + a_segment_idx] * (1 - q) # advance b to the end of this segment - b_new_points[cur_point_idx + 1] = b[1 + b_segment_idx] + b_new_points[next_point_idx] = b[1 + b_segment_idx] b_segment_idx += 1 @@ -1196,16 +1169,15 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): scale=np.prod(gt_item.image.size) ) - for gt_ann, ds_ann in zip(gt_item.annotations, ds_item.annotations): + for gt_ann, ds_ann in itertools.chain(matches, mismatches): if gt_ann.type != ds_ann.type or gt_ann.type != dm.AnnotationType.polyline: continue non_oriented_distance = _get_similarity(gt_ann, ds_ann) - if not non_oriented_distance: - continue - oriented_distance = line_matcher.distance(gt_ann, ds_ann) - if oriented_distance < non_oriented_distance: + + # need to filter computation errors from line approximation + if non_oriented_distance - oriented_distance > 0.01: conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1299,7 +1271,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): total_count=total_labels_count, ), ), - conflicts=conflicts.copy(), + conflicts=conflicts, ) return conflicts From 141d6b1065cb3e39e46423a5ce769fa4a0853058 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 5 May 2023 09:47:01 +0300 Subject: [PATCH 081/257] Use stronger filtration for lines in comparison --- cvat/apps/engine/quality_control.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 56f09ad8ae3f..0ba501380fad 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -551,7 +551,7 @@ def _get_bbox_circle(ann: dm.PolyLine): x1 = max(xs) y0 = min(ys) y1 = max(ys) - return (x0 + x1) / 2, (y0 + y1) / 2, (x1 - x0) ** 2 + (y1 - y0) ** 2 + return (x0 + x1) / 2, (y0 + y1) / 2, ((x1 - x0) ** 2 + (y1 - y0) ** 2) / 4 gt_center_x, gt_center_y, gt_r2 = _get_bbox_circle(gt_ann) ds_center_x, ds_center_y, ds_r2 = _get_bbox_circle(ds_ann) From cb038c925428a03dc3c2de50c08ff781660f367a Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 5 May 2023 09:49:03 +0300 Subject: [PATCH 082/257] Update debug configuration for scheduler --- .vscode/launch.json | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index f3317ec51baa..accf76a1d4a0 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -207,7 +207,6 @@ "args": [ "rqworker", "export", - "--with-scheduler", "--worker-class", "cvat.rqworker.SimpleWorker", ], @@ -230,7 +229,6 @@ "args": [ "rqworker", "quality_reports", - "--with-scheduler", "--worker-class", "cvat.rqworker.SimpleWorker", ], @@ -242,6 +240,25 @@ }, "console": "internalConsole" }, + { + "name": "server: RQ - scheduler", + "type": "python", + "request": "launch", + "stopOnEntry": false, + "justMyCode": false, + "python": "${command:python.interpreterPath}", + "program": "${workspaceRoot}/rqscheduler.py", + "django": true, + "cwd": "${workspaceFolder}", + "args": [ + "-i", "1" + ], + "env": { + "DJANGO_LOG_SERVER_HOST": "localhost", + "DJANGO_LOG_SERVER_PORT": "8282" + }, + "console": "internalConsole" + }, { "name": "server: RQ - annotation", "type": "python", From 7605db33bcd109659fb6d2aa42a90964a394e1d3 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 6 May 2023 00:18:15 +0300 Subject: [PATCH 083/257] Fix ann comparisons and line approximation --- cvat/apps/engine/quality_control.py | 127 ++++++++++++++++++++-------- 1 file changed, 94 insertions(+), 33 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 0ba501380fad..7935487e5721 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -15,6 +15,7 @@ from django.conf import settings from django.db import transaction from django.utils import timezone +from scipy.optimize import linear_sum_assignment import django_rq import numpy as np @@ -450,14 +451,60 @@ def __init__(self, def _convert_tag(self, tag): converted = list(super()._convert_tag(tag)) + for dm_ann in converted: + dm_ann.id = tag.id + self._factory.remember_conversion(tag, converted) return converted def _convert_shape(self, shape, *, index): converted = list(super()._convert_shape(shape, index=index)) + for dm_ann in converted: + dm_ann.id = shape.id + self._factory.remember_conversion(shape, converted) return converted +def _match_segments( + a_segms, + b_segms, + distance=dm.ops.segment_iou, + dist_thresh=1.0, + label_matcher=lambda a, b: a.label == b.label, +): + assert callable(distance), distance + assert callable(label_matcher), label_matcher + + distances = np.array([ + [ + 1 - distance(a, b) + for b in b_segms + ] + for a in a_segms + ]) + distances[distances > 1 - dist_thresh] = 1 + a_matches, b_matches = linear_sum_assignment(distances) + + # matches: boxes we succeeded to match completely + # mispred: boxes we succeeded to match, having label mismatch + matches = [] + mispred = [] + # *_umatched: boxes of (*) we failed to match + a_unmatched = [] + b_unmatched = [] + for a_idx, b_idx in zip(a_matches, b_matches): + if distances[a_idx, b_idx] > 1 - dist_thresh: + a_unmatched.append(a_segms[a_idx]) + b_unmatched.append(b_segms[b_idx]) + else: + a_ann = a_segms[a_idx] + b_ann = b_segms[b_idx] + if label_matcher(a_ann, b_ann): + matches.append((a_ann, b_ann)) + else: + mispred.append((a_ann, b_ann)) + + return matches, mispred, a_unmatched, b_unmatched def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): """ @@ -553,12 +600,12 @@ def _get_bbox_circle(ann: dm.PolyLine): y1 = max(ys) return (x0 + x1) / 2, (y0 + y1) / 2, ((x1 - x0) ** 2 + (y1 - y0) ** 2) / 4 - gt_center_x, gt_center_y, gt_r2 = _get_bbox_circle(gt_ann) - ds_center_x, ds_center_y, ds_r2 = _get_bbox_circle(ds_ann) - sigma2_x6 = self.scale * (6 * self.torso_r) ** 2 + gt_center_x, gt_center_y, gt_r2 = _get_bbox_circle(gt_ann) + ds_center_x, ds_center_y, ds_r2 = _get_bbox_circle(ds_ann) + sigma6_2 = self.scale * (6 * self.torso_r) ** 2 if ( (ds_center_x - gt_center_x) ** 2 + (ds_center_y - gt_center_y) ** 2 - ) > ds_r2 + gt_r2 + sigma2_x6: + ) > ds_r2 + gt_r2 + sigma6_2: return 0 # Approximate lines to the same number of points for pointwise comparison @@ -622,51 +669,64 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n a_length = a_segment_end_dists[-1] b_length = b_segment_end_dists[-1] - new_points_count = len(a) + len(b) - 1 - a_new_points = np.empty((new_points_count, 2)) - b_new_points = np.empty((new_points_count, 2)) + # lines can have lesser number of points in some cases + max_points_count = len(a) + len(b) - 1 + a_new_points = np.zeros((max_points_count, 2)) + b_new_points = np.zeros((max_points_count, 2)) a_new_points[0] = a[0] b_new_points[0] = b[0] a_segment_idx = 0 b_segment_idx = 0 while a_segment_idx < a_segment_count or b_segment_idx < b_segment_count: - # The algorithm is similar to merge sort next_point_idx = a_segment_idx + b_segment_idx + 1 a_segment_end_pos = a_segment_end_dists[a_segment_idx] / (a_length or 1) b_segment_end_pos = b_segment_end_dists[b_segment_idx] / (b_length or 1) if a_segment_idx < a_segment_count and a_segment_end_pos <= b_segment_end_pos: if b_segment_idx < b_segment_count: - # advance b in a position in the current segment - q = ( - b_segment_end_dists[b_segment_idx] - a_segment_end_pos * b_length - ) / (b_segment_lengths[b_segment_idx] or 1) - b_new_points[next_point_idx] = \ - b[b_segment_idx] * q + b[1 + b_segment_idx] * (1 - q) - - # advance a to the end of this segment - a_new_points[next_point_idx] = a[1 + a_segment_idx] - + # advance b in the current segment to the relative position in a + q = (b_segment_end_pos - a_segment_end_pos) * ( + b_length / (b_segment_lengths[b_segment_idx] or 1) + ) + if abs(q) <= 0.0000001: + b_new_points[next_point_idx] = b[1 + b_segment_idx] + else: + b_new_points[next_point_idx] = \ + b[b_segment_idx] * q + b[1 + b_segment_idx] * (1 - q) + elif b_segment_idx == b_segment_count: + b_new_points[next_point_idx] = b[b_segment_idx] + + # advance a to the end of the current segment a_segment_idx += 1 + a_new_points[next_point_idx] = a[a_segment_idx] elif b_segment_idx < b_segment_count: if a_segment_idx < a_segment_count: - # advance a in a position in the current segment - q = ( - a_segment_end_dists[a_segment_idx] - b_segment_end_pos * a_length - ) / (a_segment_lengths[a_segment_idx] or 1) - a_new_points[next_point_idx] = \ - a[a_segment_idx] * q + a[1 + a_segment_idx] * (1 - q) - - # advance b to the end of this segment - b_new_points[next_point_idx] = b[1 + b_segment_idx] - + # advance a in the current segment to the relative position in b + q = (a_segment_end_pos - b_segment_end_pos) * ( + a_length / (a_segment_lengths[a_segment_idx] or 1) + ) + if abs(q) <= 0.0000001: + a_new_points[next_point_idx] = a[1 + a_segment_idx] + else: + a_new_points[next_point_idx] = \ + a[a_segment_idx] * q + a[1 + a_segment_idx] * (1 - q) + elif a_segment_idx == a_segment_count: + a_new_points[next_point_idx] = a[a_segment_idx] + + # advance b to the end of the current segment b_segment_idx += 1 + b_new_points[next_point_idx] = b[b_segment_idx] else: assert False + # truncate the final values + if next_point_idx < max_points_count: + a_new_points = a_new_points[:next_point_idx] + b_new_points = b_new_points[:next_point_idx] + return a_new_points, b_new_points class _DistanceComparator(dm.ops.DistanceComparator): @@ -747,7 +807,7 @@ def _match_segments(self, t, item_a, item_b, *, if self.return_distances: distance, distances = self._make_memoizing_distance(distance) - returned_values = dm.ops.match_segments(a_objs, b_objs, + returned_values = _match_segments(a_objs, b_objs, distance=distance, dist_thresh=self.iou_threshold) if self.return_distances: @@ -796,7 +856,7 @@ def match_points(self, item_a, item_b): if self.return_distances: distance, distances = self._make_memoizing_distance(distance) - returned_values = dm.ops.match_segments( + returned_values = _match_segments( a_points, b_points, dist_thresh=self.iou_threshold, @@ -893,7 +953,7 @@ def match_skeletons(self, item_a, item_b): if self.return_distances: distance, distances = self._make_memoizing_distance(distance) - matched, mismatched, a_extra, b_extra = dm.ops.match_segments( + matched, mismatched, a_extra, b_extra = _match_segments( a_points, b_points, dist_thresh=self.iou_threshold, @@ -1165,7 +1225,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): # Check line directions line_matcher = _LineMatcher( torso_r=self.comparator._annotation_comparator.line_torso_radius, - oriented=False, + oriented=True, scale=np.prod(gt_item.image.size) ) @@ -1177,7 +1237,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): oriented_distance = line_matcher.distance(gt_ann, ds_ann) # need to filter computation errors from line approximation - if non_oriented_distance - oriented_distance > 0.01: + # and (almost) orientation-independent cases + if non_oriented_distance - oriented_distance > 0.1: conflicts.append( AnnotationConflict( frame_id=frame_id, From d11b6dd50e2af7143deb5eee59fbd9bdad65d222 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 6 May 2023 00:18:32 +0300 Subject: [PATCH 084/257] Fix ui code --- .../annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index 1543a1ef493d..1146ceb27112 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -456,7 +456,7 @@ class CanvasWrapperComponent extends React.PureComponent { prevProps.colorBy !== colorBy || prevProps.outlineColor !== outlineColor || prevProps.outlined !== outlined || - prevProps.showGroundTruth !== showGroundTruth + prevProps.showGroundTruth !== showGroundTruth || prevProps.resetZoom !== resetZoom ) { canvasInstance.configure({ From 6aa5c9dc994969fb959e7d9906144b5372336f12 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 6 May 2023 17:01:47 +0300 Subject: [PATCH 085/257] Add bbox rotation support, attribute and group matching --- .../0078_alter_annotationconflict_type.py | 18 ++++ cvat/apps/engine/models.py | 2 + cvat/apps/engine/quality_control.py | 86 +++++++++++++++++-- 3 files changed, 99 insertions(+), 7 deletions(-) create mode 100644 cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py diff --git a/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py new file mode 100644 index 000000000000..4fbf6c91ec90 --- /dev/null +++ b/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-05-06 13:44 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0077_alter_annotationconflict_type'), + ] + + operations = [ + migrations.AlterField( + model_name='annotationconflict', + name='type', + field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS')], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 5bcb14ce07ae..6a54c6dadd2e 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1042,6 +1042,8 @@ class AnnotationConflictType(str, Enum): MISMATCHING_LABEL = 'mismatching_label' LOW_OVERLAP = 'low_overlap' MISMATCHING_DIRECTION = 'mismatching_direction' + MISMATCHING_ATTRIBUTES = 'mismatching_attributes' + MISMATCHING_GROUPS = 'mismatching_groups' def __str__(self) -> str: return self.value diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 7935487e5721..540a9cd228f3 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -8,6 +8,7 @@ from functools import cached_property, partial import itertools +import math from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast from attrs import asdict, define, has as is_attrs_type @@ -475,12 +476,13 @@ def _match_segments( assert callable(distance), distance assert callable(label_matcher), label_matcher + max_anns = max(len(a_segms), len(b_segms)) distances = np.array([ [ - 1 - distance(a, b) - for b in b_segms + 1 - distance(a, b) if a and b else 1 + for b, _ in itertools.zip_longest(b_segms, range(max_anns), fillvalue=None) ] - for a in a_segms + for a, _ in itertools.zip_longest(a_segms, range(max_anns), fillvalue=None) ]) distances[distances > 1 - dist_thresh] = 1 a_matches, b_matches = linear_sum_assignment(distances) @@ -494,8 +496,10 @@ def _match_segments( b_unmatched = [] for a_idx, b_idx in zip(a_matches, b_matches): if distances[a_idx, b_idx] > 1 - dist_thresh: - a_unmatched.append(a_segms[a_idx]) - b_unmatched.append(b_segms[b_idx]) + if a_idx < len(a_segms): + a_unmatched.append(a_segms[a_idx]) + if b_idx < len(b_segms): + b_unmatched.append(b_segms[b_idx]) else: a_ann = a_segms[a_idx] b_ann = b_segms[b_idx] @@ -816,7 +820,31 @@ def _match_segments(self, t, item_a, item_b, *, return returned_values def match_boxes(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.bbox, item_a, item_b) + def _to_polygon(bbox_ann: dm.Bbox): + points = bbox_ann.as_polygon() + angle = bbox_ann.attributes.get('rotation', 0) / 180 * math.pi + + if angle: + points = np.reshape(points, (-1, 2)) + center = (points[0] + points[2]) / 2 + rel_points = points - center + cos = np.cos(angle) + sin = np.sin(angle) + rotation_matrix = ((cos, sin), (-sin, cos)) + points = np.matmul(rel_points, rotation_matrix) + center + points = points.flatten() + + return dm.Polygon(points) + + def _bbox_iou(a: dm.Bbox, b: dm.Bbox, *, img_w: int, img_h: int) -> float: + if a.attributes.get('rotation', 0) == b.attributes.get('rotation', 0): + return dm.ops.bbox_iou(a, b) + else: + return _segment_iou(_to_polygon(a), _to_polygon(b), img_h=img_h, img_w=img_w) + + img_h, img_w = item_a.image.size + return self._match_segments(dm.AnnotationType.bbox, item_a, item_b, + distance=partial(_bbox_iou, img_h=img_h, img_w=img_w)) def match_segmentations(self, item_a, item_b): def _get_anns(item): @@ -1051,6 +1079,16 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): return matches, mismatches, a_extra, b_extra + def find_groups(self, item: dm.DatasetItem) -> Dict[int, List[dm.Annotation]]: + grouped_anns = [ + ann for ann in item.annotations if ann.group and ann.type in self.included_ann_types + ] + grouped_anns = sorted(grouped_anns, key=lambda a: a.group) + return { + group: list(anns) + for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) + } + def match_annotations(self, item_a, item_b): per_type_results = self._annotation_comparator.match_annotations(item_a, item_b) @@ -1091,6 +1129,9 @@ def __init__(self, # Indicates that polylines have direction self.oriented_lines = True + # Checks for mismatching groupings + self.compare_groups = True + self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -1162,7 +1203,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): matched_ann, distance = max(this_shape_distances, key=lambda v: v[1], default=(None, 0)) return matched_ann, distance - for gt_ann, ds_ann in list(matches + mismatches): + for gt_ann, ds_ann in itertools.chain(matches, mismatches): similarity = _get_similarity(gt_ann, ds_ann) if similarity and similarity < self.overlap_threshold: conflicts.append(AnnotationConflict( @@ -1250,6 +1291,37 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) ) + for gt_ann, ds_ann in matches: + attribute_results = self.comparator.match_attrs(gt_ann, ds_ann) + if len(attribute_results[1]) + len(attribute_results[2]) + len(attribute_results[3]): + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ATTRIBUTES, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + ) + ) + + if self.compare_groups: + gt_groups = self.comparator.find_groups(gt_item) + ds_groups = self.comparator.find_groups(ds_item) + + for gt_ann, ds_ann in itertools.chain(matches, mismatches): + if len(gt_groups.get(gt_ann.group, [1])) != len(ds_groups.get(ds_ann.group, [1])): + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_GROUPS, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + ) + ) + valid_shapes_count = len(matches) + len(mismatches) missing_shapes_count = len(gt_unmatched) extra_shapes_count = len(ds_unmatched) From 410d9166836aedc58a1f7ba5ce61acc6b7761269 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sun, 7 May 2023 03:08:27 +0300 Subject: [PATCH 086/257] Fix import for checkbox with default value --- cvat/apps/dataset_manager/bindings.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 8c47216f115b..b4aa97894e6d 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -123,7 +123,9 @@ def _import_attribute(self, label_id, attribute, mutable=False): if spec.input_type == AttributeType.NUMBER: pass # no extra processing required elif spec.input_type == AttributeType.CHECKBOX: - if isinstance(value, str): + if value == spec.default_value: + pass + elif isinstance(value, str): value = value.lower() assert value in {'true', 'false'} elif isinstance(value, (bool, int, float)): From 57cbcbe13af254b5ec4a1b395ce3c0f4bf5fec06 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sun, 7 May 2023 03:08:57 +0300 Subject: [PATCH 087/257] Add object coverage checks --- .../0079_alter_annotationconflict_type.py | 18 ++++ cvat/apps/engine/models.py | 1 + cvat/apps/engine/quality_control.py | 84 +++++++++++++++---- 3 files changed, 89 insertions(+), 14 deletions(-) create mode 100644 cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py diff --git a/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py new file mode 100644 index 000000000000..2d1a137ff5db --- /dev/null +++ b/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py @@ -0,0 +1,18 @@ +# Generated by Django 3.2.18 on 2023-05-06 23:06 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0078_alter_annotationconflict_type'), + ] + + operations = [ + migrations.AlterField( + model_name='annotationconflict', + name='type', + field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 6a54c6dadd2e..433d0cb0de2a 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1044,6 +1044,7 @@ class AnnotationConflictType(str, Enum): MISMATCHING_DIRECTION = 'mismatching_direction' MISMATCHING_ATTRIBUTES = 'mismatching_attributes' MISMATCHING_GROUPS = 'mismatching_groups' + COVERED_ANNOTATION = 'covered_annotation' def __str__(self) -> str: return self.value diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 540a9cd228f3..803a069ca157 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -13,6 +13,7 @@ from attrs import asdict, define, has as is_attrs_type import datumaro as dm +import datumaro.util.mask_tools from django.conf import settings from django.db import transaction from django.utils import timezone @@ -805,14 +806,16 @@ def _match_segments(self, t, item_a, item_b, *, a_objs = self._get_ann_type(t, item_a) if b_objs is None: b_objs = self._get_ann_type(t, item_b) - if not a_objs and not b_objs: - return [], [], [], [] if self.return_distances: distance, distances = self._make_memoizing_distance(distance) - returned_values = _match_segments(a_objs, b_objs, - distance=distance, dist_thresh=self.iou_threshold) + if not a_objs and not b_objs: + distances = {} + returned_values = [], [], [], [] + else: + returned_values = _match_segments(a_objs, b_objs, + distance=distance, dist_thresh=self.iou_threshold) if self.return_distances: returned_values = returned_values + (distances, ) @@ -976,17 +979,16 @@ def match_skeletons(self, item_a, item_b): matcher = _PointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) - distance = matcher.distance + results = self._match_segments( + dm.AnnotationType.points, item_a, item_b, + a_objs=a_points, + b_objs=b_points, + distance=matcher.distance, + ) + matched, mismatched, a_extra, b_extra = results[:4] if self.return_distances: - distance, distances = self._make_memoizing_distance(distance) - - matched, mismatched, a_extra, b_extra = _match_segments( - a_points, - b_points, - dist_thresh=self.iou_threshold, - distance=distance, - ) + distances = results[4] matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] mismatched = [ @@ -1089,7 +1091,44 @@ def find_groups(self, item: dm.DatasetItem) -> Dict[int, List[dm.Annotation]]: for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) } - def match_annotations(self, item_a, item_b): + def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: + # Get annotations that can cover or be covered + spatial_types = { + dm.AnnotationType.polygon, dm.AnnotationType.mask, dm.AnnotationType.bbox + }.intersection(self.included_ann_types) + source_anns = sorted([a for a in item.annotations if a.type in spatial_types], + key=lambda a: a.z_order) + + segms = [] + for ann in source_anns: + if ann.type == dm.AnnotationType.bbox: + segms.append(ann.as_polygon()) + elif ann.type == dm.AnnotationType.polygon: + segms.append(ann.points) + # elif isinstance(ann, dm.RleMask): + # dst_segms.append(ann.image) + elif ann.type == dm.AnnotationType.mask: + segms.append(datumaro.util.mask_tools.mask_to_rle(ann.image)) + else: + assert False + + img_h, img_w = item.image.size + segms = datumaro.util.mask_tools.crop_covered_segments(segms, + width=img_w, height=img_h, return_masks=True, ratio_tolerance=0) + + covered = [] + for mask_data, ann in zip(segms, source_anns): + mask = dm.Mask(image=mask_data) + ann_to_check = ann + if ann.type == dm.AnnotationType.bbox: + ann_to_check = dm.Polygon(ann.as_polygon()) + + if _segment_iou(ann_to_check, mask, img_h=img_h, img_w=img_w) <= 0: + covered.append(ann) + + return covered + + def match_annotations(self, item_a: dm.DatasetItem, item_b: dm.DatasetItem): per_type_results = self._annotation_comparator.match_annotations(item_a, item_b) merged_results = [[], [], [], [], {}] @@ -1132,6 +1171,9 @@ def __init__(self, # Checks for mismatching groupings self.compare_groups = True + # Check for fully-covered annotations + self.check_covered_annotations = True + self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set def _dm_item_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -1291,6 +1333,20 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) ) + if self.check_covered_annotations: + ds_covered_anns = self.comparator.find_covered(ds_item) + + for ds_ann in ds_covered_anns: + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.COVERED_ANNOTATION, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + ] + ) + ) + for gt_ann, ds_ann in matches: attribute_results = self.comparator.match_attrs(gt_ann, ds_ann) if len(attribute_results[1]) + len(attribute_results[2]) + len(attribute_results[3]): From b72a438e0a40d47d9e380e1cc10cfc67c2547b20 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sun, 7 May 2023 15:54:34 +0300 Subject: [PATCH 088/257] Fix and optimize coverage checks --- cvat/apps/engine/quality_control.py | 88 ++++++++++++++++++++--------- 1 file changed, 61 insertions(+), 27 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 803a069ca157..9f35068efecd 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1030,9 +1030,44 @@ def memoizing_distance(a, b): return memoizing_distance, distances + def match_annotations(self, item_a, item_b): + return {t: self._match_ann_type(t, item_a, item_b) for t in self.included_ann_types} + +def _find_covered_segments( + segments, *, img_w: int, img_h: int, tolerance: float = 0.01 +) -> Sequence[int]: + from pycocotools import mask as mask_utils + + segments = [[s] for s in segments] + input_rles = [mask_utils.frPyObjects(s, img_h, img_w) for s in segments] + covered_ids = [] + for i, bottom_rles in enumerate(input_rles): + top_rles = input_rles[i+1:] + top_rle = mask_utils.merge(list(itertools.chain.from_iterable(top_rles))) + intersection_rle = mask_utils.merge([top_rle] + bottom_rles, intersect=True) + union_rle = mask_utils.merge([top_rle] + bottom_rles) + + bottom_area, intersection_area, union_area = mask_utils.area( + bottom_rles + [intersection_rle, union_rle] + ) + iou = intersection_area / (union_area or 1) + + if iou == 0: + continue + + # Check if the bottom segment is fully covered by the top one + if bottom_area / (union_area or 1) - iou < tolerance: + covered_ids.append(i) + + return covered_ids class _Comparator: - def __init__(self, categories: dm.CategoriesInfo): + def __init__(self, + categories: dm.CategoriesInfo, + *, + iou_threshold: float = 0.5, + coverage_threshold: float = 0.05, + ): self.ignored_attrs = [ "track_id", # changes from task to task, can't be defined manually with the same name "keyframe", # indicates the way annotation obtained, meaningless to compare @@ -1043,15 +1078,22 @@ def __init__(self, categories: dm.CategoriesInfo): ] self.included_ann_types = [ dm.AnnotationType.bbox, - dm.AnnotationType.points, # masks are compared together with polygons + dm.AnnotationType.points, + dm.AnnotationType.mask, dm.AnnotationType.polygon, dm.AnnotationType.polyline, dm.AnnotationType.skeleton, ] self._annotation_comparator = _DistanceComparator( - categories, included_ann_types=self.included_ann_types, + categories, + included_ann_types=set(self.included_ann_types) - { + dm.AnnotationType.mask # masks are compared together with polygons + }, return_distances=True ) + self._annotation_comparator.iou_threshold = iou_threshold + + self.coverage_threshold = coverage_threshold def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): a_attrs = ann_a.attributes @@ -1096,44 +1138,36 @@ def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: spatial_types = { dm.AnnotationType.polygon, dm.AnnotationType.mask, dm.AnnotationType.bbox }.intersection(self.included_ann_types) - source_anns = sorted([a for a in item.annotations if a.type in spatial_types], + anns = sorted([a for a in item.annotations if a.type in spatial_types], key=lambda a: a.z_order) segms = [] - for ann in source_anns: + for ann in anns: if ann.type == dm.AnnotationType.bbox: segms.append(ann.as_polygon()) elif ann.type == dm.AnnotationType.polygon: segms.append(ann.points) - # elif isinstance(ann, dm.RleMask): - # dst_segms.append(ann.image) elif ann.type == dm.AnnotationType.mask: segms.append(datumaro.util.mask_tools.mask_to_rle(ann.image)) else: assert False img_h, img_w = item.image.size - segms = datumaro.util.mask_tools.crop_covered_segments(segms, - width=img_w, height=img_h, return_masks=True, ratio_tolerance=0) - - covered = [] - for mask_data, ann in zip(segms, source_anns): - mask = dm.Mask(image=mask_data) - ann_to_check = ann - if ann.type == dm.AnnotationType.bbox: - ann_to_check = dm.Polygon(ann.as_polygon()) - - if _segment_iou(ann_to_check, mask, img_h=img_h, img_w=img_w) <= 0: - covered.append(ann) - - return covered + covered_ids = _find_covered_segments(segms, + img_w=img_w, img_h=img_h, tolerance=self.coverage_threshold + ) + return [anns[i] for i in covered_ids] def match_annotations(self, item_a: dm.DatasetItem, item_b: dm.DatasetItem): per_type_results = self._annotation_comparator.match_annotations(item_a, item_b) merged_results = [[], [], [], [], {}] for shape_type in self.included_ann_types: - for merged_field, field in zip(merged_results, per_type_results[shape_type][:-1]): + shape_type_results = per_type_results.get(shape_type, None) + if shape_type_results is None: + continue + + for merged_field, field in zip(merged_results, shape_type_results[:-1]): merged_field.extend(field) merged_results[-1].update(per_type_results[shape_type][-1]) @@ -1158,18 +1192,18 @@ def __init__(self, self._frame_results: Dict[int, ComparisonReportFrameSummary] = {} - self.comparator = _Comparator(self._gt_dataset.categories()) + self.comparator = _Comparator(self._gt_dataset.categories(), iou_threshold=0.4) # iou_threshold is used for distinction between matched / unmatched shapes # overlap_threshold is used for distinction between strong / weak (low_overlap) matches - self.comparator._annotation_comparator.iou_threshold = 0.4 self.overlap_threshold = 0.8 # Indicates that polylines have direction self.oriented_lines = True + self.line_orientation_threshold = 0.1 # Checks for mismatching groupings - self.compare_groups = True + self.compare_groups = False # Check for fully-covered annotations self.check_covered_annotations = True @@ -1307,7 +1341,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): if self.oriented_lines and dm.AnnotationType.polyline in self.comparator.included_ann_types: # Check line directions line_matcher = _LineMatcher( - torso_r=self.comparator._annotation_comparator.line_torso_radius, + torso_r=self.line_torso_radius, oriented=True, scale=np.prod(gt_item.image.size) ) @@ -1321,7 +1355,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): # need to filter computation errors from line approximation # and (almost) orientation-independent cases - if non_oriented_distance - oriented_distance > 0.1: + if non_oriented_distance - oriented_distance > self.line_orientation_threshold: conflicts.append( AnnotationConflict( frame_id=frame_id, From 89a71837c434b13fed4a1057088e4039c62901ca Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sun, 7 May 2023 16:26:30 +0300 Subject: [PATCH 089/257] Change approach to check visibility --- cvat/apps/engine/quality_control.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 9f35068efecd..ef1e029efbd6 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1034,7 +1034,7 @@ def match_annotations(self, item_a, item_b): return {t: self._match_ann_type(t, item_a, item_b) for t in self.included_ann_types} def _find_covered_segments( - segments, *, img_w: int, img_h: int, tolerance: float = 0.01 + segments, *, img_w: int, img_h: int, visibility_threshold: float = 0.01 ) -> Sequence[int]: from pycocotools import mask as mask_utils @@ -1056,7 +1056,7 @@ def _find_covered_segments( continue # Check if the bottom segment is fully covered by the top one - if bottom_area / (union_area or 1) - iou < tolerance: + if 1 - intersection_area / (bottom_area or 1) < visibility_threshold: covered_ids.append(i) return covered_ids @@ -1154,7 +1154,7 @@ def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: img_h, img_w = item.image.size covered_ids = _find_covered_segments(segms, - img_w=img_w, img_h=img_h, tolerance=self.coverage_threshold + img_w=img_w, img_h=img_h, visibility_threshold=self.coverage_threshold ) return [anns[i] for i in covered_ids] @@ -1341,7 +1341,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): if self.oriented_lines and dm.AnnotationType.polyline in self.comparator.included_ann_types: # Check line directions line_matcher = _LineMatcher( - torso_r=self.line_torso_radius, + torso_r=self.comparator._annotation_comparator.line_torso_radius, oriented=True, scale=np.prod(gt_item.image.size) ) From 865a31e1dc91bf173101945cdb61ec39e8d7f295 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 8 May 2023 20:48:08 +0300 Subject: [PATCH 090/257] Improve group matching approach --- cvat/apps/engine/quality_control.py | 56 ++++++++++++++++++++++++++--- 1 file changed, 51 insertions(+), 5 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index ef1e029efbd6..f49b1ba58e42 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -486,7 +486,12 @@ def _match_segments( for a, _ in itertools.zip_longest(a_segms, range(max_anns), fillvalue=None) ]) distances[distances > 1 - dist_thresh] = 1 - a_matches, b_matches = linear_sum_assignment(distances) + + if a_segms and b_segms: + a_matches, b_matches = linear_sum_assignment(distances) + else: + a_matches = [] + b_matches = [] # matches: boxes we succeeded to match completely # mispred: boxes we succeeded to match, having label mismatch @@ -496,7 +501,8 @@ def _match_segments( a_unmatched = [] b_unmatched = [] for a_idx, b_idx in zip(a_matches, b_matches): - if distances[a_idx, b_idx] > 1 - dist_thresh: + dist = distances[a_idx, b_idx] + if dist > 1 - dist_thresh or dist == 1: if a_idx < len(a_segms): a_unmatched.append(a_segms[a_idx]) if b_idx < len(b_segms): @@ -1133,6 +1139,34 @@ def find_groups(self, item: dm.DatasetItem) -> Dict[int, List[dm.Annotation]]: for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) } + def match_groups(self, gt_groups, ds_groups, matched_anns): + matched_ann_ids = dict((id(a), id(b)) for a, b in matched_anns) + + def _group_distance(gt_group_id, ds_group_id): + return sum( + 1 + for gt_ann in gt_groups[gt_group_id] + for ds_ann in ds_groups[ds_group_id] + if matched_ann_ids.get(id(gt_ann), None) == id(ds_ann) + ) / len(gt_groups[gt_group_id]) + + matches, mismatches, gt_unmatched, ds_unmatched = _match_segments( + list(gt_groups), list(ds_groups), + distance=_group_distance, + label_matcher=lambda a, b: _group_distance(a, b) == 1, + dist_thresh=0 # any non-zero matches are valid + ) + + ds_to_gt_groups = { + ds_group_id: gt_group_id + for gt_group_id, ds_group_id in itertools.chain( + matches, mismatches, zip(itertools.repeat(None), ds_unmatched) + ) + } + ds_to_gt_groups[None] = gt_unmatched + + return ds_to_gt_groups + def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: # Get annotations that can cover or be covered spatial_types = { @@ -1203,7 +1237,7 @@ def __init__(self, self.line_orientation_threshold = 0.1 # Checks for mismatching groupings - self.compare_groups = False + self.compare_groups = True # Check for fully-covered annotations self.check_covered_annotations = True @@ -1398,9 +1432,21 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): if self.compare_groups: gt_groups = self.comparator.find_groups(gt_item) ds_groups = self.comparator.find_groups(ds_item) + matched_objects = matches + mismatches + ds_to_gt_groups = self.comparator.match_groups(gt_groups, ds_groups, matched_objects) - for gt_ann, ds_ann in itertools.chain(matches, mismatches): - if len(gt_groups.get(gt_ann.group, [1])) != len(ds_groups.get(ds_ann.group, [1])): + for gt_ann, ds_ann in matched_objects: + gt_group = gt_groups.get(gt_ann.group, [gt_ann]) + ds_group = ds_groups.get(ds_ann.group, [ds_ann]) + ds_gt_group = ds_to_gt_groups.get(ds_ann.group, None) or 0 + + if ( + # Check ungrouped objects + (len(gt_group) == 1 and len(ds_group) != 1) or + + # Check grouped objects + ds_gt_group != gt_ann.group + ): conflicts.append( AnnotationConflict( frame_id=frame_id, From 191659ec5afb932b52379416d6461bd524c48317 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 9 May 2023 02:53:13 +0300 Subject: [PATCH 091/257] Implement panoptic comparison and grouping support for segmentations --- cvat/apps/engine/quality_control.py | 173 +++++++++++++++++++++++++--- 1 file changed, 159 insertions(+), 14 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index f49b1ba58e42..8d74d3b5ea2d 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -480,7 +480,7 @@ def _match_segments( max_anns = max(len(a_segms), len(b_segms)) distances = np.array([ [ - 1 - distance(a, b) if a and b else 1 + 1 - distance(a, b) if a is not None and b is not None else 1 for b, _ in itertools.zip_longest(b_segms, range(max_anns), fillvalue=None) ] for a, _ in itertools.zip_longest(a_segms, range(max_anns), fillvalue=None) @@ -805,6 +805,7 @@ def _match_ann_type(self, t, *args): def _match_segments(self, t, item_a, item_b, *, distance: Callable = dm.ops.segment_iou, + label_matcher: Callable = None, a_objs: Optional[Sequence[dm.Annotation]] = None, b_objs: Optional[Sequence[dm.Annotation]] = None, ): @@ -820,8 +821,13 @@ def _match_segments(self, t, item_a, item_b, *, distances = {} returned_values = [], [], [], [] else: + extra_args = {} + if label_matcher: + extra_args['label_matcher'] = label_matcher + returned_values = _match_segments(a_objs, b_objs, - distance=distance, dist_thresh=self.iou_threshold) + distance=distance, dist_thresh=self.iou_threshold, **extra_args + ) if self.return_distances: returned_values = returned_values + (distances, ) @@ -856,16 +862,149 @@ def _bbox_iou(a: dm.Bbox, b: dm.Bbox, *, img_w: int, img_h: int) -> float: distance=partial(_bbox_iou, img_h=img_h, img_w=img_w)) def match_segmentations(self, item_a, item_b): - def _get_anns(item): + def _get_segmentations(item): return self._get_ann_type(dm.AnnotationType.polygon, item) + \ self._get_ann_type(dm.AnnotationType.mask, item) img_h, img_w = item_a.image.size - return self._match_segments(dm.AnnotationType.polygon, item_a, item_b, - a_objs=_get_anns(item_a), b_objs=_get_anns(item_b), - distance=partial(_segment_iou, img_h=img_h, img_w=img_w) + + a_anns = _get_segmentations(item_a) + b_anns = _get_segmentations(item_b) + + def _find_instances(annotations): + # Group instance annotations by label. + # Annotations with the same label and group will be merged, + # and considered a single object in comparison + instances = [] + instance_map = {} # ann id -> instance id + for ann_group in dm.ops.find_instances(annotations): + ann_group = sorted(ann_group, key=lambda a: a.label) + for _, label_group in itertools.groupby(ann_group, key=lambda a: a.label): + label_group = list(label_group) + instance_id = len(instances) + instances.append(label_group) + for ann in label_group: + instance_map[id(ann)] = instance_id + + return instances, instance_map + + a_instances, a_instance_map = _find_instances(a_anns) + b_instances, b_instance_map = _find_instances(b_anns) + + def _get_compiled_mask( + anns: Sequence[dm.Annotation], + *, + instance_ids: Dict[int, int] + ) -> dm.CompiledMask: + from pycocotools import mask as mask_utils + + if not anns: + return None + + def _to_rle(ann): + if ann.type == dm.AnnotationType.polygon: + return mask_utils.frPyObjects([ann.points], img_h, img_w) + elif isinstance(ann, dm.RleMask): + return [ann.rle] + elif ann.type == dm.AnnotationType.mask: + return [mask_utils.encode(ann.image)] + else: + assert False + + object_rle_groups = [_to_rle(ann) for ann in anns] + object_rles = [mask_utils.merge(g) for g in object_rle_groups] + object_masks = mask_utils.decode(object_rles) + + return dm.CompiledMask.from_instance_masks( + # need to increment labels and instance ids by 1 to avoid confusion with background + instance_masks=( + dm.Mask(image=object_masks[:, :, i], z_order=ann.z_order, label=ann.label + 1) + for i, ann in enumerate(anns) + ), + instance_ids=(iid + 1 for iid in instance_ids), + ) + + a_compiled_mask = _get_compiled_mask( + list(itertools.chain.from_iterable(a_instances)), + instance_ids=[ + a_instance_map[id(ann)] for ann in itertools.chain.from_iterable(a_instances) + ] + ) + b_compiled_mask = _get_compiled_mask( + list(itertools.chain.from_iterable(b_instances)), + instance_ids=[ + b_instance_map[id(ann)] for ann in itertools.chain.from_iterable(b_instances) + ] + ) + + segment_cache = {} + def _get_segment(obj_id: int, compiled_mask: dm.CompiledMask): + key = (id(compiled_mask), obj_id) + rle = segment_cache.get(key) + + if rle is None: + mask = compiled_mask.extract(obj_id + 1) + + from pycocotools import mask as mask_utils + rle = mask_utils.encode(mask) + + segment_cache[key] = rle + + return rle + + def _segment_comparator(a_inst_id: int, b_inst_id: int) -> float: + a_segm = _get_segment(a_inst_id, a_compiled_mask) + b_segm = _get_segment(b_inst_id, b_compiled_mask) + + from pycocotools import mask as mask_utils + return float(mask_utils.iou([b_segm], [a_segm], [0])[0]) + + def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: + # labels are the same in the instance annotations + a = a_instances[a_inst_id][0] + b = b_instances[b_inst_id][0] + return a.label == b.label + + results = self._match_segments( + dm.AnnotationType.polygon, item_a, item_b, + a_objs=list(range(len(a_instances))), b_objs=list(range(len(b_instances))), + distance=_segment_comparator, label_matcher=_label_matcher ) + # restore results for original annotations + matched, mismatched, a_extra, b_extra = results[:4] + if self.return_distances: + distances = results[4] + + # i_x ~ instance idx in _x + # ia_x ~ instance annotation in _x + matched = [ + (ia_a, ia_b) + for (i_a, i_b) in matched + for (ia_a, ia_b) in itertools.product(a_instances[i_a], b_instances[i_b]) + ] + mismatched = [ + (ia_a, ia_b) + for (i_a, i_b) in mismatched + for (ia_a, ia_b) in itertools.product(a_instances[i_a], b_instances[i_b]) + ] + a_extra = [ia_a for i_a in a_extra for ia_a in a_instances[i_a]] + b_extra = [ia_b for i_b in b_extra for ia_b in b_instances[i_b]] + + if self.return_distances: + for (i_a, i_b) in list(distances.keys()): + dist = distances.pop((i_a, i_b)) + + for (ia_a, ia_b) in itertools.product(a_instances[i_a], b_instances[i_b]): + distances[(id(ia_a), id(ia_b))] = dist + + returned_values = (matched, mismatched, a_extra, b_extra) + + if self.return_distances: + returned_values = returned_values + (distances, ) + + return returned_values + def match_lines(self, item_a, item_b): matcher = _LineMatcher(oriented=self.oriented_lines, torso_r=self.line_torso_radius, scale=np.prod(item_a.image.size)) @@ -1025,7 +1164,11 @@ def _make_memoizing_distance(cls, distance_function): notfound = object() def memoizing_distance(a, b): - key = (id(a), id(b)) + if isinstance(a, int) and isinstance(b, int): + key = (a, b) + else: + key = (id(a), id(b)) + dist = distances.get(key, notfound) if dist is notfound: @@ -1067,6 +1210,13 @@ def _find_covered_segments( return covered_ids +def _find_annotation_groups(annotations: Sequence[dm.Annotation]) -> Dict[int, List[dm.Annotation]]: + grouped_anns = sorted(annotations, key=lambda a: a.group) + return { + group: list(anns) + for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) + } + class _Comparator: def __init__(self, categories: dm.CategoriesInfo, @@ -1130,14 +1280,9 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): return matches, mismatches, a_extra, b_extra def find_groups(self, item: dm.DatasetItem) -> Dict[int, List[dm.Annotation]]: - grouped_anns = [ + return _find_annotation_groups([ ann for ann in item.annotations if ann.group and ann.type in self.included_ann_types - ] - grouped_anns = sorted(grouped_anns, key=lambda a: a.group) - return { - group: list(anns) - for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) - } + ]) def match_groups(self, gt_groups, ds_groups, matched_anns): matched_ann_ids = dict((id(a), id(b)) for a, b in matched_anns) From 6edd5ffa8d844bf0cb5472548b97603e7a5aa1df Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 9 May 2023 16:46:27 +0300 Subject: [PATCH 092/257] Improved group comparison, make panoptic mode optional, refactor some code --- cvat/apps/engine/quality_control.py | 164 +++++++++++++++++----------- 1 file changed, 100 insertions(+), 64 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 8d74d3b5ea2d..32a8d827cc9f 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -747,6 +747,15 @@ def __init__( *, included_ann_types: Optional[List[dm.AnnotationType]] = None, return_distances: bool = False, + + # https://cocodataset.org/#keypoints-eval + # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 + oks_sigma: float = 0.09, + + oriented_lines: bool = False, + line_torso_radius: float = 0.01, + panoptic_comparison: bool = False, + **kwargs, ): super().__init__(**kwargs) @@ -755,16 +764,18 @@ def __init__( self.included_ann_types = included_ann_types self.return_distances = return_distances - # % of the shape area - # https://cocodataset.org/#keypoints-eval - # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 - self.oks_sigma = 0.09 + self.oks_sigma = oks_sigma + "% of the shape area" - self.oriented_lines = False + self.oriented_lines = oriented_lines + "Whether lines are oriented or not" - # % of the line length # Here we use a % of image size in pixels, using the image size as the scale - self.line_torso_radius = 0.01 + self.line_torso_radius = line_torso_radius + "% of the line length at the specified scale" + + self.panoptic_comparison = panoptic_comparison + "Compare only the visible parts of polygons and masks" def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): return dm.ops.max_bbox( @@ -868,9 +879,6 @@ def _get_segmentations(item): img_h, img_w = item_a.image.size - a_anns = _get_segmentations(item_a) - b_anns = _get_segmentations(item_b) - def _find_instances(annotations): # Group instance annotations by label. # Annotations with the same label and group will be merged, @@ -888,29 +896,26 @@ def _find_instances(annotations): return instances, instance_map - a_instances, a_instance_map = _find_instances(a_anns) - b_instances, b_instance_map = _find_instances(b_anns) + def _to_rle(ann): + from pycocotools import mask as mask_utils + if ann.type == dm.AnnotationType.polygon: + return mask_utils.frPyObjects([ann.points], img_h, img_w) + elif isinstance(ann, dm.RleMask): + return [ann.rle] + elif ann.type == dm.AnnotationType.mask: + return [mask_utils.encode(ann.image)] + else: + assert False def _get_compiled_mask( anns: Sequence[dm.Annotation], *, instance_ids: Dict[int, int] ) -> dm.CompiledMask: - from pycocotools import mask as mask_utils - if not anns: return None - def _to_rle(ann): - if ann.type == dm.AnnotationType.polygon: - return mask_utils.frPyObjects([ann.points], img_h, img_w) - elif isinstance(ann, dm.RleMask): - return [ann.rle] - elif ann.type == dm.AnnotationType.mask: - return [mask_utils.encode(ann.image)] - else: - assert False - + from pycocotools import mask as mask_utils object_rle_groups = [_to_rle(ann) for ann in anns] object_rles = [mask_utils.merge(g) for g in object_rle_groups] object_masks = mask_utils.decode(object_rles) @@ -924,37 +929,57 @@ def _to_rle(ann): instance_ids=(iid + 1 for iid in instance_ids), ) - a_compiled_mask = _get_compiled_mask( - list(itertools.chain.from_iterable(a_instances)), - instance_ids=[ - a_instance_map[id(ann)] for ann in itertools.chain.from_iterable(a_instances) - ] - ) - b_compiled_mask = _get_compiled_mask( - list(itertools.chain.from_iterable(b_instances)), - instance_ids=[ - b_instance_map[id(ann)] for ann in itertools.chain.from_iterable(b_instances) - ] - ) + a_anns = _get_segmentations(item_a) + b_anns = _get_segmentations(item_b) + a_instances, a_instance_map = _find_instances(a_anns) + b_instances, b_instance_map = _find_instances(b_anns) + + if self.panoptic_comparison: + a_compiled_mask = _get_compiled_mask( + list(itertools.chain.from_iterable(a_instances)), + instance_ids=[ + a_instance_map[id(ann)] for ann in itertools.chain.from_iterable(a_instances) + ] + ) + b_compiled_mask = _get_compiled_mask( + list(itertools.chain.from_iterable(b_instances)), + instance_ids=[ + b_instance_map[id(ann)] for ann in itertools.chain.from_iterable(b_instances) + ] + ) + else: + a_compiled_mask = None + b_compiled_mask = None segment_cache = {} - def _get_segment(obj_id: int, compiled_mask: dm.CompiledMask): - key = (id(compiled_mask), obj_id) + def _get_segment( + obj_id: int, *, compiled_mask: Optional[dm.CompiledMask] = None, instances + ): + key = (id(instances), obj_id) rle = segment_cache.get(key) if rle is None: - mask = compiled_mask.extract(obj_id + 1) - from pycocotools import mask as mask_utils - rle = mask_utils.encode(mask) + if compiled_mask is not None: + mask = compiled_mask.extract(obj_id + 1) + + rle = mask_utils.encode(mask) + else: + object_anns = instances[obj_id] + object_rle_groups = [_to_rle(ann) for ann in object_anns] + rle = mask_utils.merge(list(itertools.chain.from_iterable(object_rle_groups))) segment_cache[key] = rle return rle def _segment_comparator(a_inst_id: int, b_inst_id: int) -> float: - a_segm = _get_segment(a_inst_id, a_compiled_mask) - b_segm = _get_segment(b_inst_id, b_compiled_mask) + a_segm = _get_segment( + a_inst_id, compiled_mask=a_compiled_mask, instances=a_instances + ) + b_segm = _get_segment( + b_inst_id, compiled_mask=b_compiled_mask, instances=b_instances + ) from pycocotools import mask as mask_utils return float(mask_utils.iou([b_segm], [a_segm], [0])[0]) @@ -967,7 +992,7 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: results = self._match_segments( dm.AnnotationType.polygon, item_a, item_b, - a_objs=list(range(len(a_instances))), b_objs=list(range(len(b_instances))), + a_objs=range(len(a_instances)), b_objs=range(len(b_instances)), distance=_segment_comparator, label_matcher=_label_matcher ) @@ -1210,19 +1235,13 @@ def _find_covered_segments( return covered_ids -def _find_annotation_groups(annotations: Sequence[dm.Annotation]) -> Dict[int, List[dm.Annotation]]: - grouped_anns = sorted(annotations, key=lambda a: a.group) - return { - group: list(anns) - for group, anns in itertools.groupby(grouped_anns, lambda a: a.group) - } - class _Comparator: def __init__(self, categories: dm.CategoriesInfo, *, iou_threshold: float = 0.5, coverage_threshold: float = 0.05, + group_match_threshold = 0.5, ): self.ignored_attrs = [ "track_id", # changes from task to task, can't be defined manually with the same name @@ -1245,12 +1264,15 @@ def __init__(self, included_ann_types=set(self.included_ann_types) - { dm.AnnotationType.mask # masks are compared together with polygons }, - return_distances=True + return_distances=True, + panoptic_comparison=True ) self._annotation_comparator.iou_threshold = iou_threshold self.coverage_threshold = coverage_threshold + self.group_match_threshold = group_match_threshold + def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): a_attrs = ann_a.attributes b_attrs = ann_b.attributes @@ -1279,27 +1301,41 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): return matches, mismatches, a_extra, b_extra - def find_groups(self, item: dm.DatasetItem) -> Dict[int, List[dm.Annotation]]: - return _find_annotation_groups([ - ann for ann in item.annotations if ann.group and ann.type in self.included_ann_types + def find_groups( + self, item: dm.DatasetItem + ) -> Tuple[Dict[int, List[dm.Annotation]], Dict[int, int]]: + ann_groups = dm.ops.find_instances([ + ann for ann in item.annotations + if ann.type in self.included_ann_types ]) + groups = {} + group_map = {} # ann id -> group id + for group_id, group in enumerate(ann_groups): + groups[group_id] = group + for ann in group: + group_map[id(ann)] = group_id + + return groups, group_map + def match_groups(self, gt_groups, ds_groups, matched_anns): matched_ann_ids = dict((id(a), id(b)) for a, b in matched_anns) def _group_distance(gt_group_id, ds_group_id): - return sum( + intersection = sum( 1 for gt_ann in gt_groups[gt_group_id] for ds_ann in ds_groups[ds_group_id] if matched_ann_ids.get(id(gt_ann), None) == id(ds_ann) - ) / len(gt_groups[gt_group_id]) + ) + union = len(gt_groups[gt_group_id]) + len(ds_groups[ds_group_id]) - intersection + return intersection / (union or 1) matches, mismatches, gt_unmatched, ds_unmatched = _match_segments( list(gt_groups), list(ds_groups), distance=_group_distance, label_matcher=lambda a, b: _group_distance(a, b) == 1, - dist_thresh=0 # any non-zero matches are valid + dist_thresh=self.group_match_threshold ) ds_to_gt_groups = { @@ -1575,22 +1611,22 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) if self.compare_groups: - gt_groups = self.comparator.find_groups(gt_item) - ds_groups = self.comparator.find_groups(ds_item) + gt_groups, gt_group_map = self.comparator.find_groups(gt_item) + ds_groups, ds_group_map = self.comparator.find_groups(ds_item) matched_objects = matches + mismatches ds_to_gt_groups = self.comparator.match_groups(gt_groups, ds_groups, matched_objects) for gt_ann, ds_ann in matched_objects: - gt_group = gt_groups.get(gt_ann.group, [gt_ann]) - ds_group = ds_groups.get(ds_ann.group, [ds_ann]) - ds_gt_group = ds_to_gt_groups.get(ds_ann.group, None) or 0 + gt_group = gt_groups.get(gt_group_map[id(gt_ann)], [gt_ann]) + ds_group = ds_groups.get(ds_group_map[id(ds_ann)], [ds_ann]) + ds_gt_group = ds_to_gt_groups.get(ds_group_map[id(ds_ann)], None) if ( # Check ungrouped objects (len(gt_group) == 1 and len(ds_group) != 1) or # Check grouped objects - ds_gt_group != gt_ann.group + ds_gt_group != gt_group_map[id(gt_ann)] ): conflicts.append( AnnotationConflict( From 347127620e94469b7bfb58278a10f4989b76aa2e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 9 May 2023 20:00:12 +0300 Subject: [PATCH 093/257] Fix job queuing --- cvat/apps/engine/quality_control.py | 67 ++++++++++++++++++++++------- 1 file changed, 52 insertions(+), 15 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 32a8d827cc9f..61115361a6c3 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1873,11 +1873,14 @@ class QueueJobManager: def _get_scheduler(self): return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) + def _make_queue_job_prefix(self, task: models.Task) -> str: + return f'{self._QUEUE_JOB_PREFIX}{task.id}-' + def _make_initial_queue_job_id(self, task: models.Task) -> str: - return f'{self._QUEUE_JOB_PREFIX}{task.id}-initial' + return f'{self._make_queue_job_prefix(task)}initial' def _make_regular_queue_job_id(self, task: models.Task, start_time: timezone.datetime) -> str: - return f'{self._QUEUE_JOB_PREFIX}{task.id}-{start_time.timestamp()}' + return f'{self._make_queue_job_prefix(task)}{start_time.timestamp()}' @classmethod def _get_last_report_time(cls, task: models.Task) -> Optional[timezone.datetime]: @@ -1886,9 +1889,46 @@ def _get_last_report_time(cls, task: models.Task) -> Optional[timezone.datetime] return report.created_date return None + def _find_next_job_id( + self, existing_job_ids: Sequence[str], task: models.Task, *, now: timezone.datetime + ) -> str: + job_id_prefix = self._make_queue_job_prefix(task) + + def _get_timestamp(job_id: str) -> timezone.datetime: + job_timestamp = job_id.split(job_id_prefix, maxsplit=1)[-1] + if job_timestamp == 'initial': + return timezone.datetime.min + else: + return timezone.datetime.fromtimestamp(float(job_timestamp), tz=timezone.utc) + + max_job_id = max( + (j for j in existing_job_ids if j.startswith(job_id_prefix)), + key=_get_timestamp, + default=None + ) + max_timestamp = _get_timestamp(max_job_id) if max_job_id else None + + last_update_time = self._get_last_report_time(task) + if last_update_time is None: + # Report has never been computed, is queued, or is being computed + queue_job_id = self._make_initial_queue_job_id(task) + elif max_timestamp is not None and now < max_timestamp: + # Reuse the existing next job + queue_job_id = max_job_id + else: + # Add an updating job in the queue in the next time frame + intervals = max( + 1, + 1 + (now - last_update_time) // self.TASK_QUALITY_CHECK_JOB_DELAY + ) + next_update_time = last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY * intervals + queue_job_id = self._make_regular_queue_job_id(task, next_update_time) + + return queue_job_id + def schedule_quality_check_job(self, task: models.Task): # This function schedules a report computing job in the queue - # The queue work algorithm is lock-free. It has and should keep the following properties: + # The queue work algorithm is lock-free. It should keep the following properties: # - job names are stable between potential writers # - if multiple simultaneous writes can happen, the objects written must be the same # - once a job is created, it can only be updated by the scheduler and the handling worker @@ -1897,20 +1937,17 @@ def schedule_quality_check_job(self, task: models.Task): # Nothing to compute return - last_update_time = self._get_last_report_time(task) - if last_update_time is None: - # Report has never been computed - queue_job_id = self._make_initial_queue_job_id(task) - else: - # TODO: fix enqueuing if the job is just scheduled - # Ensure there is an updating job in the queue - next_update_time = last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY - queue_job_id = self._make_regular_queue_job_id(task, next_update_time) - + now = timezone.now() scheduler = self._get_scheduler() - if queue_job_id not in scheduler: + existing_job_ids = set(j.id for j in scheduler.get_jobs( + until=now.utcnow() + self.TASK_QUALITY_CHECK_JOB_DELAY + )) + + queue_job_id = self._find_next_job_id(existing_job_ids, task, now=now) + + if queue_job_id not in existing_job_ids: scheduler.enqueue_at( - task.updated_date + self.TASK_QUALITY_CHECK_JOB_DELAY, + now.utcnow() + self.TASK_QUALITY_CHECK_JOB_DELAY, self._update_task_quality_metrics, task_id=task.id, job_id=queue_job_id, From 92ea805cb7865f2317fdd9112b5c6a3c6a43027f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 10 May 2023 12:29:02 +0300 Subject: [PATCH 094/257] Sync report data --- cvat/apps/engine/quality_control.py | 55 +++++++++++++++-------------- 1 file changed, 28 insertions(+), 27 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 61115361a6c3..5b552abc9af8 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -357,8 +357,6 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: return cls( parameters=ComparisonReportParameters.from_dict(d['parameters']), comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), - # TODO: Not computed because of optimizations. Need to think if it is really needed - # dataset_summary=ComparisonReportDatasetSummary.from_dict(d['dataset_summary']), frame_results={ int(k): ComparisonReportFrameSummary.from_dict(v) for k, v in d['frame_results'].items() @@ -1729,18 +1727,6 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): def generate_report(self) -> ComparisonReport: self._find_gt_conflicts() - # full_ds_comparable_shapes_count = 0 - # full_ds_comparable_attributes_count = 0 - # for item in self._ds_dataset: - # for ann in item.annotations: - # if ann.type not in self.comparator.included_ann_types: - # continue - - # full_ds_comparable_attributes_count += len( - # set(ann.attributes).difference(self.comparator.ignored_attrs) - # ) - # full_ds_comparable_shapes_count += 1 - # accumulate stats intersection_frames = [] conflict_count = 0 @@ -1857,11 +1843,6 @@ def generate_report(self) -> ComparisonReport: ), ), - # dataset_summary=ComparisonReportDatasetSummary( - # frame_count=len(self._ds_dataset), - # shape_count=full_ds_comparable_shapes_count, - # ), - frame_results=self._frame_results ) @@ -2014,14 +1995,14 @@ def _update_task_quality_metrics(cls, *, task_id: int): # compute combined summary for job reports. task_intersection_frames = set() task_conflicts = [] - # task_shapes_count = 0 task_annotations_summary = None task_ann_components_summary = None task_mean_shape_ious = [] + task_frame_results = {} + task_frame_results_counts = {} for r in job_comparison_reports.values(): task_intersection_frames.update(r.comparison_summary.frames) task_conflicts.extend(r.conflicts) - # task_shapes_count += r.dataset_summary.shape_count if task_annotations_summary: task_annotations_summary.accumulate(r.comparison_summary.annotations) @@ -2034,6 +2015,31 @@ def _update_task_quality_metrics(cls, *, task_id: int): task_ann_components_summary = deepcopy(r.comparison_summary.annotation_components) task_mean_shape_ious.append(task_ann_components_summary.shape.mean_iou) + for frame_id, job_frame_result in r.frame_results.items(): + task_frame_result = cast( + Optional[ComparisonReportFrameSummary], task_frame_results.get(frame_id) + ) + frame_results_count = task_frame_results_counts.get(frame_id, 0) + + if task_frame_result is None: + task_frame_result = deepcopy(job_frame_result) + else: + task_frame_result.conflicts += job_frame_result.conflicts + task_frame_result.conflict_count = len(task_frame_result.conflicts) + + task_frame_result.annotations.accumulate(job_frame_result.annotations) + task_frame_result.annotation_components.accumulate( + job_frame_result.annotation_components + ) + + task_frame_result.annotation_components.shape.mean_iou = ( + task_frame_result.annotation_components.shape.mean_iou * \ + frame_results_count + \ + job_frame_result.annotation_components.shape.mean_iou + ) / (frame_results_count + 1) + + task_frame_results_counts[frame_id] = 1 + frame_results_count + task_ann_components_summary.shape.mean_iou = np.mean(task_mean_shape_ious) task_report_data = ComparisonReport( @@ -2050,12 +2056,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): annotation_components=task_ann_components_summary, ), - # dataset_summary=ComparisonReportDatasetSummary( - # frame_count=task.data.size, - # shape_count=task_shapes_count - # ), - - frame_results={}, + frame_results=task_frame_results, ) with transaction.atomic(): From 0fab98c8e0345b500ddb51872325752962047ad8 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 10 May 2023 15:23:38 +0300 Subject: [PATCH 095/257] Add conflict importance and summary info --- cvat-core/src/quality-report.ts | 6 +- .../task-analytics-page/quality/job-list.tsx | 2 +- .../0080_annotationconflict_importance.py | 19 ++ cvat/apps/engine/models.py | 12 ++ cvat/apps/engine/quality_control.py | 176 +++++++++++++----- cvat/apps/engine/serializers.py | 6 +- cvat/schema.yml | 4 +- 7 files changed, 167 insertions(+), 58 deletions(-) create mode 100644 cvat/apps/engine/migrations/0080_annotationconflict_importance.py diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index ccd4896c908d..c53fdc114a46 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -13,7 +13,7 @@ export interface RawQualityReportData { summary?: { frame_count: number, frame_share_percent: number, - conflicts_count: number, + conflict_count: number, valid_count: number, ds_count: number, gt_count: number @@ -24,7 +24,7 @@ export interface RawQualityReportData { export interface QualitySummary { frameCount: number; frameSharePercent: number; - conflictsCount: number; + conflictCount: number; validCount: number; dsCount: number; gtCount: number; @@ -86,7 +86,7 @@ export default class QualityReport { get: () => ({ frameCount: data.summary.frame_count, frameSharePercent: data.summary.frame_share_percent, - conflictsCount: data.summary.conflicts_count, + conflictCount: data.summary.conflict_count, validCount: data.summary.valid_count, dsCount: data.summary.ds_count, gtCount: data.summary.gt_count, diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index dc3fbd06bf35..c052abd6de4c 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -163,7 +163,7 @@ function JobListComponent(props: Props): JSX.Element { key: 'conflicts', className: 'cvat-job-item-conflicts', render: (jobInstance: Job): JSX.Element => { - const conflicts = jobsReports[jobInstance.id]?.summary?.conflictsCount; + const conflicts = jobsReports[jobInstance.id]?.summary?.conflictCount; return ( {Number.isNaN(conflicts) ? 'N/A' : conflicts} diff --git a/cvat/apps/engine/migrations/0080_annotationconflict_importance.py b/cvat/apps/engine/migrations/0080_annotationconflict_importance.py new file mode 100644 index 000000000000..213aeaa6c72d --- /dev/null +++ b/cvat/apps/engine/migrations/0080_annotationconflict_importance.py @@ -0,0 +1,19 @@ +# Generated by Django 3.2.18 on 2023-05-10 11:31 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0079_alter_annotationconflict_type'), + ] + + operations = [ + migrations.AddField( + model_name='annotationconflict', + name='importance', + field=models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], default='error', max_length=32), + preserve_default=False, + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 433d0cb0de2a..7d3c2fa5419b 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -1053,6 +1053,17 @@ def __str__(self) -> str: def choices(cls): return tuple((x.value, x.name) for x in cls) +class AnnotationConflictImportance(str, Enum): + WARNING = 'warning' + ERROR = 'error' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + class MismatchingAnnotationKind(str, Enum): ATTRIBUTE = 'attribute' LABEL = 'label' @@ -1136,6 +1147,7 @@ class AnnotationConflict(models.Model): on_delete=models.CASCADE, related_name='conflicts') frame = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) + importance = models.CharField(max_length=32, choices=AnnotationConflictImportance.choices()) annotation_ids: Sequence[AnnotationId] diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 5b552abc9af8..36324304d525 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -27,7 +27,8 @@ from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.engine import models -from cvat.apps.engine.models import AnnotationConflictType, AnnotationType +from cvat.apps.engine.models import (AnnotationConflictImportance, + AnnotationConflictType, AnnotationType) from cvat.apps.profiler import silk_profile from datumaro.util import dump_json, parse_json @@ -74,12 +75,40 @@ class AnnotationConflict(_Serializable): type: AnnotationConflictType annotation_ids: List[AnnotationId] + @property + def importance(self) -> AnnotationConflictImportance: + if self.type in [ + AnnotationConflictType.MISSING_ANNOTATION, + AnnotationConflictType.EXTRA_ANNOTATION, + AnnotationConflictType.MISMATCHING_LABEL, + ]: + importance = AnnotationConflictImportance.ERROR + elif self.type in [ + AnnotationConflictType.LOW_OVERLAP, + AnnotationConflictType.MISMATCHING_ATTRIBUTES, + AnnotationConflictType.MISMATCHING_DIRECTION, + AnnotationConflictType.MISMATCHING_GROUPS, + AnnotationConflictType.COVERED_ANNOTATION, + ]: + importance = AnnotationConflictImportance.WARNING + else: + assert False + + return importance + def _value_serializer(self, t, attr, v): if isinstance(v, AnnotationConflictType): return str(v) else: return super()._value_serializer(t, attr, v) + def to_dict(self) -> dict: + result = super().to_dict() + result.update(**{ + k: getattr(self, k) for k in ['importance'] + }) + return result + @classmethod def from_dict(cls, d): return cls( @@ -279,8 +308,13 @@ class ComparisonReportComparisonSummary(_Serializable): frame_share_percent: float frames: List[str] + @property + def mean_conflict_count(self) -> float: + return self.conflict_count / (len(self.frames) or 1) + conflict_count: int - mean_conflict_count: float + warning_count: int + error_count: int annotations: ComparisonReportAnnotationsSummary annotation_components: ComparisonReportAnnotationComponentsSummary @@ -292,7 +326,7 @@ def frame_count(self) -> int: def to_dict(self) -> dict: result = super().to_dict() result.update(**{ - k: getattr(self, k) for k in ['frame_count'] + k: getattr(self, k) for k in ['frame_count', 'mean_conflict_count'] }) return result @@ -302,7 +336,8 @@ def from_dict(cls, d): frame_share_percent=d['frame_share_percent'], frames=list(d['frames']), conflict_count=d['conflict_count'], - mean_conflict_count=d['mean_conflict_count'], + warning_count=d.get('warning_count', 0), + error_count=d.get('error_count', 0), annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( d['annotation_components']), @@ -322,18 +357,51 @@ def from_dict(cls, d): ) -@define(kw_only=True) +@define(kw_only=True, init=False) class ComparisonReportFrameSummary(_Serializable): - conflict_count: int conflicts: List[AnnotationConflict] + @cached_property + def conflict_count(self) -> int: + return len(self.conflicts) + + @cached_property + def warning_count(self) -> int: + return len([ + c for c in self.conflicts + if c.importance == AnnotationConflictImportance.WARNING + ]) + + @cached_property + def error_count(self) -> int: + return len([ + c for c in self.conflicts + if c.importance == AnnotationConflictImportance.ERROR + ]) + annotations: ComparisonReportAnnotationsSummary annotation_components: ComparisonReportAnnotationComponentsSummary + def __init__(self, *args, **kwargs): + # these fields are optional, but can be computed on access + for field_name in ['conflict_count', 'warning_count', 'error_count']: + if field_name in kwargs: + setattr(self, field_name, kwargs.pop(field_name)) + + self.__attrs_init__(*args, **kwargs) + @classmethod def from_dict(cls, d): return cls( - conflict_count=d['conflict_count'], + **dict( + conflict_count=d['conflict_count'], + ) if 'conflict_count' in d else {}, + **dict( + warning_count=d['warning_count'], + ) if 'warning_count' in d else {}, + **dict( + error_count=d['error_count'], + ) if 'error_count' in d else {}, conflicts=[AnnotationConflict.from_dict(v) for v in d['conflicts']], annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( @@ -345,7 +413,6 @@ def from_dict(cls, d): class ComparisonReport(_Serializable): parameters: ComparisonReportParameters comparison_summary: ComparisonReportComparisonSummary - # dataset_summary: ComparisonReportDatasetSummary frame_results: Dict[int, ComparisonReportFrameSummary] @property @@ -565,7 +632,19 @@ def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray) -> np.ndarray: divisor[b_arr == 0] = 1 return a_arr / divisor -def _segment_iou(a, b, *, img_h, img_w): +def _to_rle(ann: dm.Annotation, *, img_h: int, img_w: int): + from pycocotools import mask as mask_utils + + if ann.type == dm.AnnotationType.polygon: + return mask_utils.frPyObjects([ann.points], img_h, img_w) + elif isinstance(ann, dm.RleMask): + return [ann.rle] + elif ann.type == dm.AnnotationType.mask: + return [mask_utils.encode(ann.image)] + else: + assert False + +def _segment_iou(a: dm.Annotation, b: dm.Annotation, *, img_h: int, img_w: int) -> float: """ Generic IoU computation with masks and polygons. Returns -1 if no intersection, [0; 1] otherwise @@ -576,18 +655,8 @@ def _segment_iou(a, b, *, img_h, img_w): from pycocotools import mask as mask_utils - def _to_rle(ann): - if ann.type == dm.AnnotationType.polygon: - return mask_utils.frPyObjects([ann.points], img_h, img_w) - elif isinstance(ann, dm.RleMask): - return [ann.rle] - elif ann.type == dm.AnnotationType.mask: - return [mask_utils.encode(ann.image)] - else: - raise TypeError("Unexpected arguments: %s, %s" % (a, b)) - - a = _to_rle(a) - b = _to_rle(b) + a = _to_rle(a, img_h=img_h, img_w=img_w) + b = _to_rle(b, img_h=img_h, img_w=img_w) # Note that mask_utils.iou expects (dt, gt). Check this if the 3rd param is True return float(mask_utils.iou(b, a, [0])) @@ -598,7 +667,7 @@ class _LineMatcher(dm.ops.LineMatcher): oriented: bool = False scale: float = None - def distance(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine): + def distance(self, gt_ann: dm.PolyLine, ds_ann: dm.PolyLine) -> float: # Check distances of the very coarse estimates for the curves def _get_bbox_circle(ann: dm.PolyLine): xs = ann.points[0::2] @@ -775,7 +844,9 @@ def __init__( self.panoptic_comparison = panoptic_comparison "Compare only the visible parts of polygons and masks" - def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): + def _instance_bbox( + self, instance_anns: Sequence[dm.Annotation] + ) -> Tuple[float, float, float, float]: return dm.ops.max_bbox( a.get_bbox() if isinstance(a, dm.Skeleton) else a for a in instance_anns @@ -784,7 +855,7 @@ def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): ) @staticmethod - def _get_ann_type(t, item): + def _get_ann_type(t, item: dm.Annotation) -> Sequence[dm.Annotation]: return [ a for a in item.annotations if a.type == t @@ -894,17 +965,6 @@ def _find_instances(annotations): return instances, instance_map - def _to_rle(ann): - from pycocotools import mask as mask_utils - if ann.type == dm.AnnotationType.polygon: - return mask_utils.frPyObjects([ann.points], img_h, img_w) - elif isinstance(ann, dm.RleMask): - return [ann.rle] - elif ann.type == dm.AnnotationType.mask: - return [mask_utils.encode(ann.image)] - else: - assert False - def _get_compiled_mask( anns: Sequence[dm.Annotation], *, @@ -914,7 +974,7 @@ def _get_compiled_mask( return None from pycocotools import mask as mask_utils - object_rle_groups = [_to_rle(ann) for ann in anns] + object_rle_groups = [_to_rle(ann, img_h=img_h, img_w=img_w) for ann in anns] object_rles = [mask_utils.merge(g) for g in object_rle_groups] object_masks = mask_utils.decode(object_rles) @@ -963,8 +1023,12 @@ def _get_segment( rle = mask_utils.encode(mask) else: + # Create merged RLE for the instance shapes object_anns = instances[obj_id] - object_rle_groups = [_to_rle(ann) for ann in object_anns] + object_rle_groups = [ + _to_rle(ann, img_h=img_h, img_w=img_w) + for ann in object_anns + ] rle = mask_utils.merge(list(itertools.chain.from_iterable(object_rle_groups))) segment_cache[key] = rle @@ -984,6 +1048,7 @@ def _segment_comparator(a_inst_id: int, b_inst_id: int) -> float: def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: # labels are the same in the instance annotations + # instances are required to have the same labels in all shapes a = a_instances[a_inst_id][0] b = b_instances[b_inst_id][0] return a.label == b.label @@ -1029,8 +1094,11 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: return returned_values def match_lines(self, item_a, item_b): - matcher = _LineMatcher(oriented=self.oriented_lines, torso_r=self.line_torso_radius, - scale=np.prod(item_a.image.size)) + matcher = _LineMatcher( + oriented=self.oriented_lines, + torso_r=self.line_torso_radius, + scale=np.prod(item_a.image.size) + ) return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, distance=matcher.distance) @@ -1244,8 +1312,8 @@ def __init__(self, self.ignored_attrs = [ "track_id", # changes from task to task, can't be defined manually with the same name "keyframe", # indicates the way annotation obtained, meaningless to compare - "z_order", # TODO: compare relative or 'visible' z_order - "group", # TODO: changes from task to task. But must be compared for existence + "z_order", # changes from frame to frame, compared by other means + "group", # changes from job to job, compared by other means "rotation", # should be handled by other means "outside", # should be handled by other means ] @@ -1687,7 +1755,6 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] self._frame_results[frame_id] = ComparisonReportFrameSummary( - conflict_count=len(conflicts), annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, missing_count=missing_annotations_count, @@ -1729,7 +1796,7 @@ def generate_report(self) -> ComparisonReport: # accumulate stats intersection_frames = [] - conflict_count = 0 + conflicts = [] annotations = ComparisonReportAnnotationsSummary( valid_count=0, missing_count=0, extra_count=0, total_count=0, @@ -1750,7 +1817,7 @@ def generate_report(self) -> ComparisonReport: confusion_matrices = [] for frame_id, frame_result in self._frame_results.items(): intersection_frames.append(frame_id) - conflict_count += frame_result.conflict_count + conflicts += frame_result.conflicts if annotations is None: annotations = deepcopy(frame_result.annotations) @@ -1793,8 +1860,6 @@ def generate_report(self) -> ComparisonReport: ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] - mean_conflict_count = conflict_count / (len(intersection_frames) or 1) - return ComparisonReport( parameters=ComparisonReportParameters( included_annotation_types=[t.name for t in self.comparator.included_ann_types], @@ -1806,8 +1871,13 @@ def generate_report(self) -> ComparisonReport: frame_share_percent=len(intersection_frames) / (len(self._ds_dataset) or 1), frames=intersection_frames, - conflict_count=conflict_count, - mean_conflict_count=mean_conflict_count, + conflict_count=len(conflicts), + warning_count=len([ + c for c in conflicts if c.importance == AnnotationConflictImportance.WARNING + ]), + error_count=len([ + c for c in conflicts if c.importance == AnnotationConflictImportance.ERROR + ]), annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, @@ -2025,7 +2095,6 @@ def _update_task_quality_metrics(cls, *, task_id: int): task_frame_result = deepcopy(job_frame_result) else: task_frame_result.conflicts += job_frame_result.conflicts - task_frame_result.conflict_count = len(task_frame_result.conflicts) task_frame_result.annotations.accumulate(job_frame_result.annotations) task_frame_result.annotation_components.accumulate( @@ -2050,7 +2119,14 @@ def _update_task_quality_metrics(cls, *, task_id: int): frames=sorted(task_intersection_frames), conflict_count=len(task_conflicts), - mean_conflict_count=len(task_conflicts) / (task.data.size or 1), + warning_count=len([ + c for c in task_conflicts + if c.importance == AnnotationConflictImportance.WARNING + ]), + error_count=len([ + c for c in task_conflicts + if c.importance == AnnotationConflictImportance.ERROR + ]), annotations=task_annotations_summary, annotation_components=task_ann_components_summary, diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 904fa12bbaab..59eda614dc44 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1917,14 +1917,16 @@ class AnnotationConflictSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationConflict - fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id') + fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id', 'importance') read_only_fields = fields class QualityReportSummarySerializer(serializers.Serializer): frame_count = serializers.IntegerField() frame_share_percent = serializers.FloatField() - conflicts_count = serializers.IntegerField(source='conflict_count') + conflict_count = serializers.IntegerField() + warning_count = serializers.IntegerField() + error_count = serializers.IntegerField() # This set is enough for basic characteristics, such as # DS_unmatched, GT_unmatched, accuracy, precision and recall diff --git a/cvat/schema.yml b/cvat/schema.yml index e404dd871827..c19951565bc2 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -8999,7 +8999,7 @@ components: frame_share_percent: type: number format: double - conflicts_count: + conflict_count: type: integer valid_count: type: integer @@ -9008,7 +9008,7 @@ components: gt_count: type: integer required: - - conflicts_count + - conflict_count - ds_count - frame_count - frame_share_percent From 0f65e1ec43eea912c3dd903a3a94f0160ca77fc9 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 10 May 2023 17:56:23 +0300 Subject: [PATCH 096/257] Refactor comparison parameters, add more settings --- cvat/apps/engine/quality_control.py | 166 +++++++++++++++++----------- 1 file changed, 102 insertions(+), 64 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 36324304d525..d23f98bcefa7 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -11,7 +11,7 @@ import math from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast -from attrs import asdict, define, has as is_attrs_type +from attrs import asdict, define, fields_dict, has as is_attrs_type import datumaro as dm import datumaro.util.mask_tools from django.conf import settings @@ -119,18 +119,65 @@ def from_dict(cls, d): @define(kw_only=True) -class ComparisonReportParameters(_Serializable): - included_annotation_types: List[str] - ignored_attributes: List[str] - iou_threshold: float +class ComparisonParameters(_Serializable): + included_annotation_types: List[dm.AnnotationType] = [ + dm.AnnotationType.bbox, + dm.AnnotationType.points, + dm.AnnotationType.mask, + dm.AnnotationType.polygon, + dm.AnnotationType.polyline, + dm.AnnotationType.skeleton, + ] + + ignored_attributes: List[str] = [] + + iou_threshold: float = 0.4 + "Used for distinction between matched / unmatched shapes" + + low_overlap_threshold: float = 0.8 + "Used for distinction between strong / weak (low_overlap) matches" + + oks_sigma: float = 0.09 + "Like IoU threshold, but for points, % of the bbox area to match a pair of points" + + line_thickness: float = 0.01 + "Thickness of polylines, relatively to the (image area) ^ 0.5" + + oriented_lines: bool = True + "Indicates that polylines have direction" + + line_orientation_threshold: float = 0.1 + """ + The minimal gain in the IoU between the given and reversed line directions + to count the line inverted + """ + + compare_groups: bool = True + "Checks for mismatching groupings" + + group_match_threshold: float = 0.5 + "Minimal IoU for groups to be considered matching" + + check_covered_annotations: bool = True + "Check for fully-covered annotations" + + object_visibility_threshold: float = 0.05 + "Minimal visible area % of the spatial annotations" + + panoptic_comparison: bool = True + "Use only the visible part of the masks and polygons in comparisons" + + + def _value_serializer(self, t, attr, v): + if isinstance(v, dm.AnnotationType): + return str(v.name) + else: + return super()._value_serializer(t, attr, v) @classmethod def from_dict(cls, d): - return cls( - included_annotation_types=d['included_annotation_types'], - ignored_attributes=d['ignored_attributes'], - iou_threshold=d['iou_threshold'], - ) + fields = fields_dict(cls) + return cls(**{ field_name: d[field_name] for field_name in fields if field_name in d }) @define(kw_only=True) @@ -411,7 +458,7 @@ def from_dict(cls, d): @define(kw_only=True) class ComparisonReport(_Serializable): - parameters: ComparisonReportParameters + parameters: ComparisonParameters comparison_summary: ComparisonReportComparisonSummary frame_results: Dict[int, ComparisonReportFrameSummary] @@ -422,7 +469,7 @@ def conflicts(self) -> List[AnnotationConflict]: @classmethod def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: return cls( - parameters=ComparisonReportParameters.from_dict(d['parameters']), + parameters=ComparisonParameters.from_dict(d['parameters']), comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), frame_results={ int(k): ComparisonReportFrameSummary.from_dict(v) @@ -663,6 +710,8 @@ def _segment_iou(a: dm.Annotation, b: dm.Annotation, *, img_h: int, img_w: int) @define(kw_only=True) class _LineMatcher(dm.ops.LineMatcher): + EPSILON = 1e-7 + torso_r: float = 0.25 oriented: bool = False scale: float = None @@ -767,7 +816,7 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n q = (b_segment_end_pos - a_segment_end_pos) * ( b_length / (b_segment_lengths[b_segment_idx] or 1) ) - if abs(q) <= 0.0000001: + if abs(q) <= cls.EPSILON: b_new_points[next_point_idx] = b[1 + b_segment_idx] else: b_new_points[next_point_idx] = \ @@ -785,7 +834,7 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n q = (a_segment_end_pos - b_segment_end_pos) * ( a_length / (a_segment_lengths[a_segment_idx] or 1) ) - if abs(q) <= 0.0000001: + if abs(q) <= cls.EPSILON: a_new_points[next_point_idx] = a[1 + a_segment_idx] else: a_new_points[next_point_idx] = \ @@ -815,6 +864,8 @@ def __init__( included_ann_types: Optional[List[dm.AnnotationType]] = None, return_distances: bool = False, + iou_threshold: float = 0.5, + # https://cocodataset.org/#keypoints-eval # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 oks_sigma: float = 0.09, @@ -822,10 +873,8 @@ def __init__( oriented_lines: bool = False, line_torso_radius: float = 0.01, panoptic_comparison: bool = False, - - **kwargs, ): - super().__init__(**kwargs) + super().__init__(iou_threshold=iou_threshold) self.categories = categories self._skeleton_info = {} self.included_ann_types = included_ann_types @@ -1305,39 +1354,32 @@ class _Comparator: def __init__(self, categories: dm.CategoriesInfo, *, - iou_threshold: float = 0.5, - coverage_threshold: float = 0.05, - group_match_threshold = 0.5, + settings: ComparisonParameters ): - self.ignored_attrs = [ + self.ignored_attrs = set(settings.ignored_attributes) | { "track_id", # changes from task to task, can't be defined manually with the same name "keyframe", # indicates the way annotation obtained, meaningless to compare "z_order", # changes from frame to frame, compared by other means "group", # changes from job to job, compared by other means - "rotation", # should be handled by other means - "outside", # should be handled by other means - ] - self.included_ann_types = [ - dm.AnnotationType.bbox, - dm.AnnotationType.points, - dm.AnnotationType.mask, - dm.AnnotationType.polygon, - dm.AnnotationType.polyline, - dm.AnnotationType.skeleton, - ] + "rotation", # handled by other means + "outside", # handled by other means + } + self.included_ann_types = settings.included_annotation_types self._annotation_comparator = _DistanceComparator( categories, included_ann_types=set(self.included_ann_types) - { dm.AnnotationType.mask # masks are compared together with polygons }, return_distances=True, - panoptic_comparison=True - ) - self._annotation_comparator.iou_threshold = iou_threshold - - self.coverage_threshold = coverage_threshold - self.group_match_threshold = group_match_threshold + panoptic_comparison=settings.panoptic_comparison, + iou_threshold=settings.iou_threshold, + oks_sigma=settings.oks_sigma, + line_torso_radius=settings.line_thickness, + oriented_lines=False # should not be taken from outside, handled differently + ) + self.coverage_threshold = settings.object_visibility_threshold + self.group_match_threshold = settings.group_match_threshold def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): a_attrs = ann_a.attributes @@ -1462,10 +1504,18 @@ def get_distance(self, class _DatasetComparator: + DEFAULT_SETTINGS = ComparisonParameters() + def __init__(self, ds_data_provider: JobDataProvider, gt_data_provider: JobDataProvider, + *, + settings: Optional[ComparisonParameters] = None ) -> None: + if settings is None: + settings = self.DEFAULT_SETTINGS + self.settings = settings + self._ds_data_provider = ds_data_provider self._gt_data_provider = gt_data_provider self._ds_dataset = self._ds_data_provider.dm_dataset @@ -1473,21 +1523,7 @@ def __init__(self, self._frame_results: Dict[int, ComparisonReportFrameSummary] = {} - self.comparator = _Comparator(self._gt_dataset.categories(), iou_threshold=0.4) - - # iou_threshold is used for distinction between matched / unmatched shapes - # overlap_threshold is used for distinction between strong / weak (low_overlap) matches - self.overlap_threshold = 0.8 - - # Indicates that polylines have direction - self.oriented_lines = True - self.line_orientation_threshold = 0.1 - - # Checks for mismatching groupings - self.compare_groups = True - - # Check for fully-covered annotations - self.check_covered_annotations = True + self.comparator = _Comparator(self._gt_dataset.categories(), settings=settings) self.included_frames = gt_data_provider.job_data._db_job.segment.frame_set @@ -1562,7 +1598,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): for gt_ann, ds_ann in itertools.chain(matches, mismatches): similarity = _get_similarity(gt_ann, ds_ann) - if similarity and similarity < self.overlap_threshold: + if similarity and similarity < self.settings.low_overlap_threshold: conflicts.append(AnnotationConflict( frame_id=frame_id, type=AnnotationConflictType.LOW_OVERLAP, @@ -1619,10 +1655,13 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): mean_iou = np.mean(resulting_distances) if resulting_distances else 0 - if self.oriented_lines and dm.AnnotationType.polyline in self.comparator.included_ann_types: + if ( + self.settings.oriented_lines and + dm.AnnotationType.polyline in self.comparator.included_ann_types + ): # Check line directions line_matcher = _LineMatcher( - torso_r=self.comparator._annotation_comparator.line_torso_radius, + torso_r=self.settings.line_thickness, oriented=True, scale=np.prod(gt_item.image.size) ) @@ -1636,7 +1675,10 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): # need to filter computation errors from line approximation # and (almost) orientation-independent cases - if non_oriented_distance - oriented_distance > self.line_orientation_threshold: + if ( + non_oriented_distance - oriented_distance > + self.settings.line_orientation_threshold + ): conflicts.append( AnnotationConflict( frame_id=frame_id, @@ -1648,7 +1690,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) ) - if self.check_covered_annotations: + if self.settings.check_covered_annotations: ds_covered_anns = self.comparator.find_covered(ds_item) for ds_ann in ds_covered_anns: @@ -1676,7 +1718,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) ) - if self.compare_groups: + if self.settings.compare_groups: gt_groups, gt_group_map = self.comparator.find_groups(gt_item) ds_groups, ds_group_map = self.comparator.find_groups(ds_item) matched_objects = matches + mismatches @@ -1861,11 +1903,7 @@ def generate_report(self) -> ComparisonReport: gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] return ComparisonReport( - parameters=ComparisonReportParameters( - included_annotation_types=[t.name for t in self.comparator.included_ann_types], - iou_threshold=self.comparator._annotation_comparator.iou_threshold, - ignored_attributes=self.comparator.ignored_attrs, - ), + parameters=self.settings, comparison_summary=ComparisonReportComparisonSummary( frame_share_percent=len(intersection_frames) / (len(self._ds_dataset) or 1), From 20e6f06817491bff04b8093419c17cd5a0693dd2 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 10 May 2023 21:30:08 +0300 Subject: [PATCH 097/257] Add quality settings api --- .../engine/migrations/0081_qualitysettings.py | 33 +++ cvat/apps/engine/models.py | 43 ++++ cvat/apps/engine/quality_control.py | 43 ++-- cvat/apps/engine/serializers.py | 46 +++- cvat/apps/engine/urls.py | 1 + cvat/apps/engine/views.py | 33 ++- cvat/schema.yml | 226 +++++++++++++++++- 7 files changed, 404 insertions(+), 21 deletions(-) create mode 100644 cvat/apps/engine/migrations/0081_qualitysettings.py diff --git a/cvat/apps/engine/migrations/0081_qualitysettings.py b/cvat/apps/engine/migrations/0081_qualitysettings.py new file mode 100644 index 000000000000..bd335f64f14a --- /dev/null +++ b/cvat/apps/engine/migrations/0081_qualitysettings.py @@ -0,0 +1,33 @@ +# Generated by Django 3.2.18 on 2023-05-10 17:20 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0080_annotationconflict_importance'), + ] + + operations = [ + migrations.CreateModel( + name='QualitySettings', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('iou_threshold', models.FloatField()), + ('oks_sigma', models.FloatField()), + ('line_thickness', models.FloatField()), + ('low_overlap_threshold', models.FloatField()), + ('oriented_lines', models.BooleanField()), + ('line_orientation_threshold', models.FloatField()), + ('compare_groups', models.BooleanField()), + ('group_match_threshold', models.FloatField()), + ('check_covered_annotations', models.BooleanField()), + ('object_visibility_threshold', models.FloatField()), + ('panoptic_comparison', models.BooleanField()), + ('compare_attributes', models.BooleanField()), + ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), + ], + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 7d3c2fa5419b..b314d17a887b 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -4,6 +4,7 @@ # SPDX-License-Identifier: MIT from __future__ import annotations +from copy import deepcopy import os import re @@ -1208,3 +1209,45 @@ class AnnotationId(models.Model): obj_id = models.PositiveIntegerField() job_id = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationType.choices()) + + +class QualitySettings(models.Model): + task = models.OneToOneField(Task, + on_delete=models.CASCADE, related_name='quality_settings' + ) + + iou_threshold = models.FloatField() + oks_sigma = models.FloatField() + line_thickness = models.FloatField() + + low_overlap_threshold = models.FloatField() + + oriented_lines = models.BooleanField() + line_orientation_threshold = models.FloatField() + + compare_groups = models.BooleanField() + group_match_threshold = models.FloatField() + + check_covered_annotations = models.BooleanField() + object_visibility_threshold = models.FloatField() + + panoptic_comparison = models.BooleanField() + + compare_attributes = models.BooleanField() + + def __init__(self, *args: Any, **kwargs: Any) -> None: + params = deepcopy(self.get_defaults()) + params.update(kwargs) + super().__init__(*args, **params) + + @classmethod + def get_defaults(cls) -> dict: + import cvat.apps.engine.quality_control as qc + default_settings = qc.DatasetComparator.DEFAULT_SETTINGS.to_dict() + + existing_fields = {f.name for f in cls._meta.fields} + return {k: v for k, v in default_settings.items() if k in existing_fields} + + def to_dict(self): + from django.forms.models import model_to_dict + return model_to_dict(self) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index d23f98bcefa7..d645c59db50f 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -129,6 +129,9 @@ class ComparisonParameters(_Serializable): dm.AnnotationType.skeleton, ] + compare_attributes: bool = True + "Enables or disables attribute checks" + ignored_attributes: List[str] = [] iou_threshold: float = 0.4 @@ -153,7 +156,7 @@ class ComparisonParameters(_Serializable): """ compare_groups: bool = True - "Checks for mismatching groupings" + "Enables or disables group checks" group_match_threshold: float = 0.5 "Minimal IoU for groups to be considered matching" @@ -1503,7 +1506,7 @@ def get_distance(self, return pairwise_distances.get((id(gt_ann), id(ds_ann))) -class _DatasetComparator: +class DatasetComparator: DEFAULT_SETTINGS = ComparisonParameters() def __init__(self, @@ -1704,19 +1707,20 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): ) ) - for gt_ann, ds_ann in matches: - attribute_results = self.comparator.match_attrs(gt_ann, ds_ann) - if len(attribute_results[1]) + len(attribute_results[2]) + len(attribute_results[3]): - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ATTRIBUTES, - annotation_ids=[ - self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), - self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] + if self.settings.compare_attributes: + for gt_ann, ds_ann in matches: + attribute_results = self.comparator.match_attrs(gt_ann, ds_ann) + if any(attribute_results[1:]): + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.MISMATCHING_ATTRIBUTES, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ] + ) ) - ) if self.settings.compare_groups: gt_groups, gt_group_map = self.comparator.find_groups(gt_item) @@ -2088,10 +2092,14 @@ def _update_task_quality_metrics(cls, *, task_id: int): for job in jobs } + quality_params = cls._get_task_quality_params(task) + job_comparison_reports: Dict[int, ComparisonReport] = {} for job in jobs: job_data_provider = job_data_providers[job.id] - comparator = _DatasetComparator(job_data_provider, gt_job_data_provider) + comparator = DatasetComparator( + job_data_provider, gt_job_data_provider, settings=quality_params + ) job_comparison_reports[job.id] = comparator.generate_report() # Release resources @@ -2278,3 +2286,8 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: objects=db_ann_ids, flt_param={} ) + + @classmethod + def _get_task_quality_params(cls, task: models.Task) -> Optional[ComparisonParameters]: + quality_params, _ = models.QualitySettings.objects.get_or_create(task=task) + return ComparisonParameters.from_dict(quality_params.to_dict()) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 59eda614dc44..bb96e79e8044 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -674,11 +674,12 @@ def create(self, validated_data): try: job = super().create(validated_data) - job.make_dirs() - return job except models.TaskGroundTruthJobsLimitError as ex: raise serializers.ValidationError(ex.message) from ex + job.make_dirs() + return job + def update(self, instance, validated_data): state = validated_data.get('state') stage = validated_data.get('stage') @@ -981,6 +982,7 @@ class Meta: 'status', 'data_chunk_size', 'data_compressed_chunk_type', 'data_original_chunk_type', 'size', 'image_quality', 'data', 'dimension', 'subset', 'organization', 'target_storage', 'source_storage', 'jobs', 'labels', + 'quality_settings' ) read_only_fields = fields extra_kwargs = { @@ -1950,3 +1952,43 @@ class Meta: 'created_date', 'target_last_updated', 'gt_last_updated', ) read_only_fields = fields + + +class QualitySettingsSerializer(serializers.ModelSerializer): + class Meta: + model = models.QualitySettings + fields = ( + 'task', + + 'iou_threshold', + 'oks_sigma', + 'line_thickness', + + 'low_overlap_threshold', + + 'oriented_lines', + 'line_orientation_threshold', + + 'compare_groups', + 'group_match_threshold', + + 'check_covered_annotations', + 'object_visibility_threshold', + + 'panoptic_comparison', + + 'compare_attributes', + ) + read_only_fields = ('task', ) + extra_kwargs = { + k: {'required': False} + for k in fields + } + + def validate(self, attrs): + for k, v in attrs.items(): + if k.endswith('_threshold') or k in ['oks_sigma', 'line_thickness']: + if not 0 <= v <= 1: + raise serializers.ValidationError(f"{k} must be in the range [0; 1]") + + return super().validate(attrs) diff --git a/cvat/apps/engine/urls.py b/cvat/apps/engine/urls.py index 56ea2e89c5a5..94e6557224d6 100644 --- a/cvat/apps/engine/urls.py +++ b/cvat/apps/engine/urls.py @@ -24,6 +24,7 @@ router.register('cloudstorages', views.CloudStorageViewSet) router.register('quality_reports', views.QualityReportViewSet) router.register('conflicts', views.ConflictsViewSet) +router.register('quality_settings', views.QualitySettingsViewSet) urlpatterns = [ # Entry point for a client diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index a8217423b1f7..e90d6b656990 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -47,7 +47,8 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.media_extractors import get_mime from cvat.apps.engine.models import ( - AnnotationConflict, Job, JobType, Label, QualityReport, Task, Project, Issue, Data, + AnnotationConflict, Job, JobType, Label, QualitySettings, QualityReport, + Task, Project, Issue, Data, Comment, StorageMethodChoice, StorageChoice, CloudProviderChoice, Location ) @@ -57,7 +58,7 @@ DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, FileInfoSerializer, JobReadSerializer, JobWriteSerializer, LabelSerializer, LabeledDataSerializer, - ProjectReadSerializer, ProjectWriteSerializer, + ProjectReadSerializer, ProjectWriteSerializer, QualitySettingsSerializer, RqStatusSerializer, TaskReadSerializer, TaskWriteSerializer, UserSerializer, PluginsSerializer, IssueReadSerializer, IssueWriteSerializer, CommentReadSerializer, CommentWriteSerializer, CloudStorageWriteSerializer, @@ -2321,7 +2322,10 @@ class QualityReportViewSet(viewsets.GenericViewSet, }) ordering_fields = list(filter_fields) ordering = 'id' - serializer_class = QualityReportSerializer + + def get_serializer_class(self): + # a separate method is required for drf-spectacular to work + return QualityReportSerializer def get_queryset(self): queryset = super().get_queryset() @@ -2369,6 +2373,29 @@ def debug(self, request): return HttpResponse({}) +@extend_schema(tags=['quality_settings']) +@extend_schema_view( + retrieve=extend_schema( + summary='Method returns details of a quality settings', + responses={ + '200': QualitySettingsSerializer, + }), +) +class QualitySettingsViewSet(viewsets.GenericViewSet, + mixins.RetrieveModelMixin, PartialUpdateModelMixin +): + queryset = QualitySettings.objects.select_related('task').all() + + iam_organization_field = 'task__organization' + + search_fields = [] + filter_fields = [] + ordering_fields = ['id'] + ordering = 'id' + + serializer_class = QualitySettingsSerializer + + def rq_exception_handler(rq_job, exc_type, exc_value, tb): rq_job.exc_info = "".join( traceback.format_exception_only(exc_type, exc_value)) diff --git a/cvat/schema.yml b/cvat/schema.yml index c19951565bc2..30bb4a58fe44 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1195,6 +1195,10 @@ paths: - extra_annotation - mismatching_label - low_overlap + - mismatching_direction + - mismatching_attributes + - mismatching_groups + - covered_annotation tags: - conflicts security: @@ -4418,7 +4422,131 @@ paths: - basicAuth: [] responses: '200': - description: No response body + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/QualityReport' + description: '' + /api/quality_reports/debug: + get: + operationId: quality_reports_retrieve_debug + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + - in: query + name: task_id + schema: + type: integer + tags: + - quality_reports + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/QualityReport' + description: '' + /api/quality_settings/{id}: + get: + operationId: quality_settings_retrieve + summary: Method returns details of a quality settings + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: path + name: id + schema: + type: integer + description: A unique integer value identifying this quality settings. + required: true + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - quality_settings + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/QualitySettings' + description: '' + patch: + operationId: quality_settings_partial_update + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: path + name: id + schema: + type: integer + description: A unique integer value identifying this quality settings. + required: true + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + tags: + - quality_settings + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedQualitySettingsRequest' + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/QualitySettings' + description: '' /api/schema/: get: operationId: schema_retrieve @@ -6624,6 +6752,9 @@ components: AnnotationConflict: type: object properties: + id: + type: integer + readOnly: true frame: type: integer readOnly: true @@ -6638,6 +6769,10 @@ components: report_id: type: integer readOnly: true + importance: + allOf: + - $ref: '#/components/schemas/ImportanceEnum' + readOnly: true required: - annotation_ids AnnotationConflictTypeEnum: @@ -6646,6 +6781,10 @@ components: - extra_annotation - mismatching_label - low_overlap + - mismatching_direction + - mismatching_attributes + - mismatching_groups + - covered_annotation type: string AnnotationFileRequest: type: object @@ -7417,6 +7556,11 @@ components: - random_uniform - manual type: string + ImportanceEnum: + enum: + - warning + - error + type: string InputTypeEnum: enum: - checkbox @@ -8704,6 +8848,40 @@ components: type: string minLength: 1 writeOnly: true + PatchedQualitySettingsRequest: + type: object + properties: + iou_threshold: + type: number + format: double + oks_sigma: + type: number + format: double + line_thickness: + type: number + format: double + low_overlap_threshold: + type: number + format: double + oriented_lines: + type: boolean + line_orientation_threshold: + type: number + format: double + compare_groups: + type: boolean + group_match_threshold: + type: number + format: double + check_covered_annotations: + type: boolean + object_visibility_threshold: + type: number + format: double + panoptic_comparison: + type: boolean + compare_attributes: + type: boolean PatchedTaskWriteRequest: type: object properties: @@ -9001,6 +9179,10 @@ components: format: double conflict_count: type: integer + warning_count: + type: integer + error_count: + type: integer valid_count: type: integer ds_count: @@ -9010,15 +9192,54 @@ components: required: - conflict_count - ds_count + - error_count - frame_count - frame_share_percent - gt_count - valid_count + - warning_count QualityReportTarget: enum: - job - task type: string + QualitySettings: + type: object + properties: + task: + type: integer + readOnly: true + iou_threshold: + type: number + format: double + oks_sigma: + type: number + format: double + line_thickness: + type: number + format: double + low_overlap_threshold: + type: number + format: double + oriented_lines: + type: boolean + line_orientation_threshold: + type: number + format: double + compare_groups: + type: boolean + group_match_threshold: + type: number + format: double + check_covered_annotations: + type: boolean + object_visibility_threshold: + type: number + format: double + panoptic_comparison: + type: boolean + compare_attributes: + type: boolean RegisterSerializerEx: type: object properties: @@ -9490,6 +9711,9 @@ components: $ref: '#/components/schemas/JobsSummary' labels: $ref: '#/components/schemas/LabelsSummary' + quality_settings: + type: integer + readOnly: true required: - jobs - labels From a919b4640cb093aaf7a49490321dbe2b2e02954d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 11 May 2023 11:17:35 +0300 Subject: [PATCH 098/257] Initialize quality settings on task creation --- cvat/apps/engine/signals.py | 29 ++++++++++++++++++++++------- 1 file changed, 22 insertions(+), 7 deletions(-) diff --git a/cvat/apps/engine/signals.py b/cvat/apps/engine/signals.py index cd17e5c3d288..3a48c2c4dfab 100644 --- a/cvat/apps/engine/signals.py +++ b/cvat/apps/engine/signals.py @@ -9,7 +9,7 @@ from django.dispatch import receiver from .models import (Annotation, CloudStorage, Data, Job, Profile, Project, - StatusChoice, Task) + StatusChoice, Task, QualitySettings) from cvat.apps.engine import quality_control as qc @@ -80,21 +80,36 @@ def __delete_cloudstorage_handler(instance, **kwargs): shutil.rmtree(instance.get_storage_dirname(), ignore_errors=True) -# TODO: handle nested field updates (e.g. labels, annotations, import, export, etc.) @receiver(post_save, sender=Job, dispatch_uid=__name__ + ".save_job-update_quality_metrics") @receiver(post_save, sender=Task, dispatch_uid=__name__ + ".save_task-update_quality_metrics") +@receiver(post_save, sender=Project, + dispatch_uid=__name__ + ".save_project-update_quality_metrics") @receiver(post_save, sender=Annotation, dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") def __save_job__update_quality_metrics(instance, created, **kwargs): - if isinstance(instance, Task): - task = instance + tasks = [] + + if isinstance(instance, Project): + tasks += list(instance.tasks.all()) + elif isinstance(instance, Task): + tasks.append(instance) elif isinstance(instance, Job): - task = instance.segment.task + tasks.append(instance.segment.task) elif isinstance(instance, Annotation): - task = instance.job.segment.task + tasks.append(instance.job.segment.task) else: assert False - qc.QueueJobManager().schedule_quality_check_job(task) + for task in tasks: + qc.QueueJobManager().schedule_quality_check_job(task) + + +@receiver(post_save, sender=Task, + dispatch_uid=__name__ + ".save_task-initialize_quality_settings") +def __save_task__initialize_quality_settings(instance, created, **kwargs): + # Initializes default quality settings for the task + # this is done here to make the components decoupled + if created: + QualitySettings.objects.get_or_create(task=instance) From f2c1e0113e35fe3ba7c3062e444bf9348ec870ac Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 11 May 2023 12:43:58 +0300 Subject: [PATCH 099/257] Add access rules to new endpoints --- cvat/apps/engine/urls.py | 6 +- cvat/apps/iam/permissions.py | 75 ++++++++++++++++- cvat/apps/iam/rules/quality_settings.rego | 99 +++++++++++++++++++++++ 3 files changed, 174 insertions(+), 6 deletions(-) create mode 100644 cvat/apps/iam/rules/quality_settings.rego diff --git a/cvat/apps/engine/urls.py b/cvat/apps/engine/urls.py index 94e6557224d6..bce714cd189e 100644 --- a/cvat/apps/engine/urls.py +++ b/cvat/apps/engine/urls.py @@ -22,9 +22,9 @@ router.register('comments', views.CommentViewSet) router.register('labels', views.LabelViewSet) router.register('cloudstorages', views.CloudStorageViewSet) -router.register('quality_reports', views.QualityReportViewSet) -router.register('conflicts', views.ConflictsViewSet) -router.register('quality_settings', views.QualitySettingsViewSet) +router.register('quality_reports', views.QualityReportViewSet, basename='quality_reports') +router.register('conflicts', views.ConflictsViewSet, basename='annotation_conflicts') +router.register('quality_settings', views.QualitySettingsViewSet, basename='quality_settings') urlpatterns = [ # Entry point for a client diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 94fa9db7f38b..f67a2e4f319c 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -18,7 +18,7 @@ from rest_framework.permissions import BasePermission from cvat.apps.organizations.models import Membership, Organization -from cvat.apps.engine.models import AnnotationConflict, CloudStorage, Label, Project, QualityReport, Task, Job, Issue +from cvat.apps.engine.models import AnnotationConflict, CloudStorage, Label, Project, QualityReport, QualitySettings, Task, Job, Issue from cvat.apps.webhooks.models import WebhookTypeChoice from cvat.utils.http import make_requests_session @@ -1610,7 +1610,7 @@ def create(cls, request, view, obj): Scopes = __class__.Scopes permissions = [] - if view.basename == 'quality_report': + if view.basename == 'quality_reports': for scope in cls.get_scopes(request, view, obj): if scope == Scopes.VIEW: obj = cast(QualityReport, obj) @@ -1668,6 +1668,7 @@ def get_resource(self): return data + class AnnotationConflictPermission(OpenPolicyAgentPermission): obj: Optional[AnnotationConflict] @@ -1679,7 +1680,7 @@ def create(cls, request, view, obj): Scopes = __class__.Scopes permissions = [] - if view.basename == 'conflict': + if view.basename == 'annotation_conflicts': for scope in cls.get_scopes(request, view, obj): if scope == Scopes.LIST and isinstance(obj, Task): permissions.append(TaskPermission.create_base_perm(request, view, @@ -1704,6 +1705,74 @@ def get_resource(self): return None +class QualitySettingPermission(OpenPolicyAgentPermission): + obj: Optional[QualitySettings] + + class Scopes(StrEnum): + LIST = 'list' + VIEW = 'view' + + @classmethod + def create(cls, request, view, obj): + Scopes = __class__.Scopes + + permissions = [] + if view.basename == 'quality_settings': + for scope in cls.get_scopes(request, view, obj): + if scope == Scopes.VIEW: + obj = cast(QualitySettings, obj) + + # Access rights are the same as in the owning task + # This component doesn't define its own rules in this case + owning_perm = TaskPermission.create_base_perm(request, view, + scope=TaskPermission.Scopes.VIEW, obj=obj.task) + permissions.append(owning_perm) + else: + permissions.append(cls.create_base_perm(request, view, scope, obj)) + + return permissions + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.url = settings.IAM_OPA_DATA_URL + '/quality_reports/allow' + + @staticmethod + def get_scopes(request, view, obj): + Scopes = __class__.Scopes + return [{ + 'list': Scopes.LIST, + 'retrieve': Scopes.VIEW, + 'data': Scopes.VIEW, + }.get(view.action, None)] + + def get_resource(self): + data = None + + if self.obj: + task = self.obj.task + if task.project: + organization = task.project.organization + else: + organization = task.organization + + data = { + "id": self.obj.id, + 'organization': { + "id": getattr(organization, 'id', None) + }, + "task": { + "owner": { "id": getattr(task.owner, 'id', None) }, + "assignee": { "id": getattr(task.assignee, 'id', None) } + } if task else None, + "project": { + "owner": { "id": getattr(task.project.owner, 'id', None) }, + "assignee": { "id": getattr(task.project.assignee, 'id', None) } + } if task.project else None, + } + + return data + + class PolicyEnforcer(BasePermission): # pylint: disable=no-self-use def check_permission(self, request, view, obj): diff --git a/cvat/apps/iam/rules/quality_settings.rego b/cvat/apps/iam/rules/quality_settings.rego new file mode 100644 index 000000000000..84182f36f355 --- /dev/null +++ b/cvat/apps/iam/rules/quality_settings.rego @@ -0,0 +1,99 @@ +package quality_settings + +import future.keywords.if +import future.keywords.in + +import data.utils +import data.organizations + +# input: { +# "scope": <"view"> or null, +# "auth": { +# "user": { +# "id": , +# "privilege": <"admin"|"business"|"user"|"worker"> or null +# }, +# "organization": { +# "id": , +# "owner": { +# "id": +# }, +# "user": { +# "role": <"owner"|"maintainer"|"supervisor"|"worker"> or null +# } +# } or null, +# }, +# "resource": { +# "id": , +# "owner": { "id": }, +# "organization": { "id": } or null, +# "task": { +# "id": , +# "owner": { "id": }, +# "assignee": { "id": }, +# "organization": { "id": } or null, +# } or null, +# "project": { +# "id": , +# "owner": { "id": }, +# "assignee": { "id": }, +# "organization": { "id": } or null, +# } or null, +# } +# } + +default allow = false + +allow { + utils.is_admin +} + +allow { + input.scope == utils.LIST + utils.is_sandbox +} + +allow { + input.scope == utils.LIST + organizations.is_member +} + +filter = [] { # Django Q object to filter list of entries + utils.is_admin + utils.is_sandbox +} else = qobject { + utils.is_admin + utils.is_organization + org := input.auth.organization + qobject := [ + {"task__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", + ] +} else = qobject { + utils.is_sandbox + user := input.auth.user + qobject := [ + {"task__owner_id": user.id}, "|", + {"task__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", + ] +} else = qobject { + utils.is_organization + utils.has_perm(utils.USER) + organizations.has_perm(organizations.MAINTAINER) + org := input.auth.organization + qobject := [ + {"task__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", + ] +} else = qobject { + organizations.has_perm(organizations.WORKER) + user := input.auth.user + qobject := [ + {"task__owner_id": user.id}, "|", + {"task__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", + ] +} From 637615b1741ed816d1d38e546e7c8d23f54e33ae Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 11 May 2023 14:32:27 +0300 Subject: [PATCH 100/257] Update .vscode/launch.json Co-authored-by: Roman Donchenko --- .vscode/launch.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index accf76a1d4a0..28056a0edd62 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -85,7 +85,7 @@ "justMyCode": false, }, { - "name": "REST API tests: Attach to RQ quality rerports worker", + "name": "REST API tests: Attach to RQ quality reports worker", "type": "python", "request": "attach", "connect": { From b369450e05f6cf4360a7886dc743c12a0b6d3f8d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 11 May 2023 14:33:56 +0300 Subject: [PATCH 101/257] Fix debug task name --- .vscode/launch.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index accf76a1d4a0..28056a0edd62 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -85,7 +85,7 @@ "justMyCode": false, }, { - "name": "REST API tests: Attach to RQ quality rerports worker", + "name": "REST API tests: Attach to RQ quality reports worker", "type": "python", "request": "attach", "connect": { From 1c708e5f19a597c7043b7ad73511f5576ca5fa83 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 11 May 2023 20:33:56 +0300 Subject: [PATCH 102/257] Fix frame retrieval error in non-first jobs --- cvat-core/src/frames.ts | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index 9b2b5099ac84..1a99573cc091 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -317,20 +317,19 @@ FrameData.prototype.data.implementation = async function (onServerRequest) { function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { const { meta, mode, startFrame } = frameDataCache[jobID]; - let size = null; + let frame_meta = null; if (mode === 'interpolation') { - [size] = meta.frames; + [frame_meta] = meta.frames; } else if (mode === 'annotation') { - if (frame >= meta.size) { - return null; - // throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); + if (frame > meta.stop_frame) { + throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); } - size = meta.frames[frame - startFrame]; + frame_meta = meta.frames[frame - startFrame]; } else { throw new DataError(`Invalid mode is specified ${mode}`); } - return size; + return frame_meta; } class FrameBuffer { @@ -685,7 +684,6 @@ export async function getFrame( nextChunkRequest: null, }; - // relevant only for video chunks const frameMeta = getFrameMeta(jobID, frame); frameDataCache[jobID].provider.setRenderSize(frameMeta.width, frameMeta.height); } From 00813cd0c32e94546cf7a5aa92e06a4767a00339 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 00:05:21 +0300 Subject: [PATCH 103/257] Fix points matching --- cvat/apps/engine/quality_control.py | 94 ++++++++++++++++++++--------- 1 file changed, 67 insertions(+), 27 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index d645c59db50f..f003c381dde8 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -660,8 +660,8 @@ def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): @define(kw_only=True) -class _PointsMatcher(dm.ops.PointsMatcher): - def distance(self, a, b): +class _KeypointsMatcher(dm.ops.PointsMatcher): + def distance(self, a: dm.Points, b: dm.Points) -> float: a_bbox = self.instance_map[id(a)][1] b_bbox = self.instance_map[id(b)][1] if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: @@ -1039,10 +1039,8 @@ def _get_compiled_mask( instance_ids=(iid + 1 for iid in instance_ids), ) - a_anns = _get_segmentations(item_a) - b_anns = _get_segmentations(item_b) - a_instances, a_instance_map = _find_instances(a_anns) - b_instances, b_instance_map = _find_instances(b_anns) + a_instances, a_instance_map = _find_instances(_get_segmentations(item_a)) + b_instances, b_instance_map = _find_instances(_get_segmentations(item_b)) if self.panoptic_comparison: a_compiled_mask = _get_compiled_mask( @@ -1157,35 +1155,77 @@ def match_lines(self, item_a, item_b): def match_points(self, item_a, item_b): a_points = self._get_ann_type(dm.AnnotationType.points, item_a) b_points = self._get_ann_type(dm.AnnotationType.points, item_b) - if not a_points and not b_points: - return [], [], [], [] - instance_map = {} - for s in [item_a.annotations, item_b.annotations]: - s_instances = dm.ops.find_instances(s) - for instance_group in s_instances: + instance_map = {} # points id -> (instance group, instance bbox) + for source_anns in [item_a.annotations, item_b.annotations]: + source_instances = dm.ops.find_instances(source_anns) + for instance_group in source_instances: instance_bbox = self._instance_bbox(instance_group) for ann in instance_group: - instance_map[id(ann)] = [instance_group, instance_bbox] - matcher = _PointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) + if ann.type == dm.AnnotationType.points: + instance_map[id(ann)] = [instance_group, instance_bbox] - distance = matcher.distance + img_h, img_w = item_a.image.size - if self.return_distances: - distance, distances = self._make_memoizing_distance(distance) + def _distance(a: dm.Points, b: dm.Points) -> float: + a_bbox = instance_map[id(a)][1] + b_bbox = instance_map[id(b)][1] + a_area = a_bbox[2] * a_bbox[3] + b_area = b_bbox[2] * b_bbox[3] - returned_values = _match_segments( - a_points, - b_points, - dist_thresh=self.iou_threshold, - distance=distance, - ) + if a_area == 0 and b_area == 0: + # Simple case: singular points without bbox + # match them in the image space + return _OKS(a, b, sigma=self.oks_sigma, scale=img_h * img_w) - if self.return_distances: - returned_values = returned_values + (distances, ) + else: + # Complex case: multiple points, grouped points, points with a bbox + # Try to align points and then return the metric + # match them in their bbox space - return returned_values + if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: + return 0 + + bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) + scale = bbox[2] * bbox[3] + + a_points = np.reshape(a.points, (-1, 2)) + b_points = np.reshape(b.points, (-1, 2)) + + matches, mismatches, a_extra, b_extra = _match_segments( + range(len(a_points)), + range(len(b_points)), + distance=lambda ai, bi: _OKS( + dm.Points(a_points[ai]), dm.Points(b_points[bi]), + sigma=self.oks_sigma, scale=scale + ), + dist_thresh=self.iou_threshold, + label_matcher=lambda ai, bi: True + ) + + # the exact array is determined by the label matcher + # all the points will have the same match status, + # because there is only 1 shared label for all the points + matched_points = matches + mismatches + + a_sorting_indices = [ai for ai, _ in matched_points] + a_points = a_points[a_sorting_indices] + + b_sorting_indices = [bi for _, bi in matched_points] + b_points = b_points[b_sorting_indices] + + # Compute OKS for 2 groups of points, matching points aligned + dists = np.linalg.norm(a_points - b_points, axis=1) + return np.sum( + np.exp(-(dists**2) / (2 * scale * (2 * self.oks_sigma) ** 2)) + ) / (len(matched_points) + len(a_extra) + len(b_extra)) + + return self._match_segments(dm.AnnotationType.points, item_a, item_b, + a_objs=a_points, + b_objs=b_points, + distance=_distance, + ) def _get_skeleton_info(self, skeleton_label_id: int): label_cat = cast(dm.LabelCategories, self.categories[dm.AnnotationType.label]) @@ -1265,7 +1305,7 @@ def match_skeletons(self, item_a, item_b): for ann in instance_group: instance_map[id(ann)] = [instance_group, instance_bbox] - matcher = _PointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) + matcher = _KeypointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) results = self._match_segments( dm.AnnotationType.points, item_a, item_b, From dbc2a487b156b4567645dda2f424e28f41f03e32 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 12:36:55 +0300 Subject: [PATCH 104/257] Rename NORMAL to ANNOTATION job type --- cvat-core/src/enums.ts | 2 +- cvat-core/src/session.ts | 2 +- cvat-ui/src/actions/annotation-actions.ts | 2 +- .../src/components/jobs-page/jobs-content.tsx | 2 +- .../task-analytics-page/quality/job-list.tsx | 2 +- cvat-ui/src/components/task-page/job-list.tsx | 2 +- cvat/apps/dataset_manager/bindings.py | 2 +- cvat/apps/dataset_manager/task.py | 4 +- cvat/apps/engine/backup.py | 9 ++-- .../migrations/0068_auto_20230406_1333.py | 2 +- .../engine/migrations/0082_alter_job_type.py | 37 +++++++++++++ cvat/apps/engine/models.py | 4 +- cvat/apps/engine/quality_control.py | 2 +- tests/python/rest_api/test_jobs.py | 52 ++----------------- tests/python/rest_api/test_tasks.py | 8 +-- 15 files changed, 64 insertions(+), 68 deletions(-) create mode 100644 cvat/apps/engine/migrations/0082_alter_job_type.py diff --git a/cvat-core/src/enums.ts b/cvat-core/src/enums.ts index fe42f6e86c92..1246d536ccbc 100644 --- a/cvat-core/src/enums.ts +++ b/cvat-core/src/enums.ts @@ -35,7 +35,7 @@ export enum JobState { } export enum JobType { - NORMAL = 'normal', + ANNOTATION = 'annotation', GROUND_TRUTH = 'ground_truth', } diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 3b7ec957bd77..ab1ca48b9b87 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -373,7 +373,7 @@ export class Job extends Session { assignee: null, stage: undefined, state: undefined, - type: JobType.NORMAL, + type: JobType.ANNOTATION, start_frame: undefined, stop_frame: undefined, project_id: null, diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index e2df7ed65258..744c8d0f0b6a 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -912,7 +912,7 @@ export function getJobAsync( const [job] = await cvat.jobs.get({ jobID: jid }); let gtJob = null; - if (job.type === JobType.NORMAL) { + if (job.type === JobType.ANNOTATION) { try { const [task] = await cvat.tasks.get({ id: tid }); [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); diff --git a/cvat-ui/src/components/jobs-page/jobs-content.tsx b/cvat-ui/src/components/jobs-page/jobs-content.tsx index 3105d5212494..db34eece8cfd 100644 --- a/cvat-ui/src/components/jobs-page/jobs-content.tsx +++ b/cvat-ui/src/components/jobs-page/jobs-content.tsx @@ -21,7 +21,7 @@ function JobsContentComponent(): JSX.Element { return (
- {jobs.filter((job: Job) => job.type === JobType.NORMAL).map((job: Job): JSX.Element => ( + {jobs.filter((job: Job) => job.type === JobType.ANNOTATION).map((job: Job): JSX.Element => ( ))} diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index c052abd6de4c..51567d9f1375 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -33,7 +33,7 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; const { jobs } = taskInstance; - const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.NORMAL)); + const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.ANNOTATION)); const [jobsReports, setJobsReports] = useState>({}); const jobReportsFromState: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.jobsReports); diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index 8adb2eb2eb2b..bf3f369374c7 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -93,7 +93,7 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; let { jobs } = taskInstance; - jobs = jobs.filter((job: Job) => job.type === JobType.NORMAL); + jobs = jobs.filter((job: Job) => job.type === JobType.ANNOTATION); function sorter(path: string) { return (obj1: any, obj2: any): number => { diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index b4aa97894e6d..1d5f3e3ca9f3 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -771,7 +771,7 @@ def meta_for_task(db_task, host, label_mapping=None): host, db_segment.job_set.first().id))] )) for db_segment in db_segments - if db_segment.job_set.first().type == JobType.NORMAL + if db_segment.job_set.first().type == JobType.ANNOTATION ]), ("owner", OrderedDict([ diff --git a/cvat/apps/dataset_manager/task.py b/cvat/apps/dataset_manager/task.py index 8dcf2c8bc9fd..62663afa210b 100644 --- a/cvat/apps/dataset_manager/task.py +++ b/cvat/apps/dataset_manager/task.py @@ -627,7 +627,7 @@ def __init__(self, pk): # Postgres doesn't guarantee an order by default without explicit order_by self.db_jobs = models.Job.objects.select_related("segment").filter( - segment__task_id=pk, type=models.JobType.NORMAL.value, + segment__task_id=pk, type=models.JobType.ANNOTATION.value, ).order_by('id') self.ir_data = AnnotationIR(self.db_task.dimension) @@ -679,7 +679,7 @@ def init_from_db(self): self.reset() for db_job in self.db_jobs: - if db_job.type != models.JobType.NORMAL: + if db_job.type != models.JobType.ANNOTATION: continue annotation = JobAnnotation(db_job.id, is_prefetched=True) diff --git a/cvat/apps/engine/backup.py b/cvat/apps/engine/backup.py index 286df0ff6f6a..3e6f68a49304 100644 --- a/cvat/apps/engine/backup.py +++ b/cvat/apps/engine/backup.py @@ -513,7 +513,10 @@ def _create_annotations(self, db_job, annotations): @staticmethod def _calculate_segment_size(jobs): # The type field will be missing in backups create before the GT jobs were introduced - jobs = [j for j in jobs if j.get("type", models.JobType.NORMAL) == models.JobType.NORMAL] + jobs = [ + j for j in jobs + if j.get("type", models.JobType.ANNOTATION) == models.JobType.ANNOTATION + ] segment_size = jobs[0]['stop_frame'] - jobs[0]['start_frame'] + 1 overlap = 0 if len(jobs) == 1 else jobs[0]['stop_frame'] - jobs[1]['start_frame'] + 1 @@ -628,7 +631,7 @@ def _import_gt_jobs(self, jobs): for job in jobs: # The type field will be missing in backups create before the GT jobs were introduced try: - raw_job_type = job.get("type", models.JobType.NORMAL.value) + raw_job_type = job.get("type", models.JobType.ANNOTATION.value) job_type = models.JobType(raw_job_type) except ValueError: raise ValidationError(f"Unexpected job type {raw_job_type}") @@ -642,7 +645,7 @@ def _import_gt_jobs(self, jobs): }) job_serializer.is_valid(raise_exception=True) job_serializer.save() - elif job_type == models.JobType.NORMAL: + elif job_type == models.JobType.ANNOTATION: continue else: assert False diff --git a/cvat/apps/engine/migrations/0068_auto_20230406_1333.py b/cvat/apps/engine/migrations/0068_auto_20230406_1333.py index 5480caeb3d2b..d3c568f404fd 100644 --- a/cvat/apps/engine/migrations/0068_auto_20230406_1333.py +++ b/cvat/apps/engine/migrations/0068_auto_20230406_1333.py @@ -14,7 +14,7 @@ class Migration(migrations.Migration): migrations.AddField( model_name='job', name='type', - field=models.CharField(choices=[('normal', 'NORMAL'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['NORMAL'], max_length=32), + field=models.CharField(choices=[('normal', 'NORMAL'), ('ground_truth', 'GROUND_TRUTH')], default='normal', max_length=32), ), migrations.AddField( model_name='segment', diff --git a/cvat/apps/engine/migrations/0082_alter_job_type.py b/cvat/apps/engine/migrations/0082_alter_job_type.py new file mode 100644 index 000000000000..f033688e2edc --- /dev/null +++ b/cvat/apps/engine/migrations/0082_alter_job_type.py @@ -0,0 +1,37 @@ +# Generated by Django 3.2.18 on 2023-05-12 09:19 + +import cvat.apps.engine.models +from django.db import migrations, models + + +def rename_normal_to_annotation(apps, schema_editor): + Job = apps.get_model("engine", "Job") + + jobs = Job.objects.select_related('segment').all() + for job in jobs: + if job.type == 'normal': + job.type = 'annotation' + + Job.objects.bulk_update(jobs, fields=['type']) + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0081_qualitysettings'), + ] + + operations = [ + migrations.AlterField( + model_name='job', + name='type', + field=models.CharField(choices=[('normal', 'NORMAL'), ('annotation', 'ANNOTATION'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['ANNOTATION'], max_length=32), + ), + migrations.RunPython(rename_normal_to_annotation), + migrations.AlterField( + model_name='job', + name='type', + field=models.CharField(choices=[('annotation', 'ANNOTATION'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['ANNOTATION'], max_length=32), + ), + + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index b314d17a887b..926024a72262 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -160,7 +160,7 @@ def __str__(self): return self.value class JobType(str, Enum): - NORMAL = 'normal' + ANNOTATION = 'annotation' GROUND_TRUTH = 'ground_truth' @classmethod @@ -614,7 +614,7 @@ class Job(models.Model): default=StateChoice.NEW) type = models.CharField(max_length=32, choices=JobType.choices(), - default=JobType.NORMAL) + default=JobType.ANNOTATION) def get_dirname(self): return os.path.join(settings.JOBS_ROOT, str(self.id)) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index f003c381dde8..d3092250e13b 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -2124,7 +2124,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): jobs: List[models.Job] = [ j for j in job_queryset - if j.type == models.JobType.NORMAL + if j.type == models.JobType.ANNOTATION ] job_data_providers = { job.id: JobDataProvider(job.id, queryset=job_queryset, diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index e96e6eaba0a5..f5c352ce2371 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -260,7 +260,7 @@ def _test_destroy_job_fails(self, user, job_id, *, expected_status: int, **kwarg return response @pytest.mark.usefixtures("restore_cvat_data") - @pytest.mark.parametrize("job_type, allow", (("ground_truth", True), ("normal", False))) + @pytest.mark.parametrize("job_type, allow", (("ground_truth", True), ("annotation", False))) def test_destroy_job(self, admin_user, jobs, job_type, allow): job = next(j for j in jobs if j["type"] == job_type) @@ -356,52 +356,6 @@ def test_destroy_gt_job_in_org_task( ) -@pytest.mark.usefixtures("restore_db_per_function") -class TestGtComparison: - def test_can_compare_normal_and_gt_job(self, admin_user, tasks, jobs): - user = admin_user - job_frame_count = 4 - task = next( - t - for t in tasks - if not t["project_id"] - and not t["organization"] - and t["mode"] == "annotation" - and t["size"] > job_frame_count - ) - task_id = task["id"] - with make_api_client(user) as api_client: - (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) - frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 - - job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ - :job_frame_count - ] - job_spec = { - "task_id": task_id, - "type": "ground_truth", - "frame_selection_method": "manual", - "frames": job_frame_ids, - } - - with make_api_client(user) as api_client: - (gt_job, _) = api_client.jobs_api.create(job_write_request=job_spec) - - normal_job = next( - j - for j in jobs - if j["task_id"] == task_id - and j["type"] == "normal" - and set(job_frame_ids) & set(range(j["start_frame"], j["stop_frame"])) - ) - - with make_api_client(user) as api_client: - (conflicts, response) = api_client.jobs_api.check_conflicts(normal_job["id"]) - assert response.status == HTTPStatus.OK - - assert len(conflicts) > 0 - - @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobs: def _test_get_job_200(self, user, jid, *, expected_data: Optional[Dict[str, Any]], **kwargs): @@ -717,7 +671,7 @@ def test_non_member_get_job_annotations( else: self._test_get_job_annotations_403(username, job_id, **kwargs) - @pytest.mark.parametrize("job_type", ("ground_truth", "normal")) + @pytest.mark.parametrize("job_type", ("ground_truth", "annotation")) def test_can_get_annotations(self, admin_user, jobs, annotations, job_type): job = next(j for j in jobs if j["type"] == job_type) self._test_get_job_annotations_200( @@ -856,7 +810,7 @@ def test_user_update_job_annotations( data = request_data(jid) self._check_response(username, jid, expect_success, data, org=org) - @pytest.mark.parametrize("job_type", ("ground_truth", "normal")) + @pytest.mark.parametrize("job_type", ("ground_truth", "annotation")) def test_can_update_annotations(self, admin_user, jobs, request_data, job_type): job = next(j for j in jobs if j["type"] == job_type) data = request_data(job["id"]) diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index 85118013271f..0b209ba5c710 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -1299,7 +1299,9 @@ def test_can_backup_task_with_gt_jobs(self, tmp_path, admin_user, tasks, jobs, a if j["type"] == "ground_truth" and tasks[j["task_id"]]["jobs"]["count"] == 2 ) task = tasks[gt_job["task_id"]] - normal_job = next(j for j in jobs if j["task_id"] == task["id"] and j["type"] == "normal") + annotation_job = next( + j for j in jobs if j["task_id"] == task["id"] and j["type"] == "annotation" + ) gt_job_source_annotations = annotations["job"][str(gt_job["id"])] assert ( @@ -1308,7 +1310,7 @@ def test_can_backup_task_with_gt_jobs(self, tmp_path, admin_user, tasks, jobs, a or gt_job_source_annotations["tracks"] ) - normal_job_source_annotations = annotations["job"][str(normal_job["id"])] + annotation_job_source_annotations = annotations["job"][str(annotation_job["id"])] with Client(BASE_URL) as client: client.config.status_check_period = 0.01 @@ -1325,7 +1327,7 @@ def test_can_backup_task_with_gt_jobs(self, tmp_path, admin_user, tasks, jobs, a for job_type, source_annotations in { gt_job["type"]: gt_job_source_annotations, - normal_job["type"]: normal_job_source_annotations, + annotation_job["type"]: annotation_job_source_annotations, }.items(): assert ( DeepDiff( From 533ef8debf7b150a860c2d4e2e7a02f5bd7d2ad4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 13:43:35 +0300 Subject: [PATCH 105/257] Add frame results in the task report --- cvat/apps/engine/quality_control.py | 1 + 1 file changed, 1 insertion(+) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index d3092250e13b..3db143ab6206 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -2194,6 +2194,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): ) / (frame_results_count + 1) task_frame_results_counts[frame_id] = 1 + frame_results_count + task_frame_results[frame_id] = task_frame_result task_ann_components_summary.shape.mean_iou = np.mean(task_mean_shape_ious) From dbfd59aab03d7292191c686ae36da91a0fd7d7be Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 13:43:56 +0300 Subject: [PATCH 106/257] Handle the case with no matches --- cvat/apps/engine/quality_control.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 3db143ab6206..86df3139b0c2 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -615,6 +615,7 @@ def _match_segments( # *_umatched: boxes of (*) we failed to match a_unmatched = [] b_unmatched = [] + for a_idx, b_idx in zip(a_matches, b_matches): dist = distances[a_idx, b_idx] if dist > 1 - dist_thresh or dist == 1: @@ -630,6 +631,10 @@ def _match_segments( else: mispred.append((a_ann, b_ann)) + if not len(a_matches) and not len(b_matches): + a_unmatched = list(a_segms) + b_unmatched = list(b_segms) + return matches, mispred, a_unmatched, b_unmatched def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): From b3144ffde81ef6007b8932a2150b605acbeed2e9 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 12 May 2023 15:27:03 +0300 Subject: [PATCH 107/257] added raw conflict frame filter --- cvat-core/src/frames.ts | 18 +- cvat-core/src/session-implementation.ts | 9 +- cvat-core/src/session.ts | 18 ++ cvat-ui/src/actions/annotation-actions.ts | 62 ++++- .../components/annotation-page/styles.scss | 9 + .../annotation-page/top-bar/filters-modal.tsx | 237 +++++++++++++----- .../annotation-page/top-bar/right-group.tsx | 6 +- .../annotation-page/top-bar/top-bar.tsx | 21 +- cvat-ui/src/reducers/annotation-reducer.ts | 11 + cvat-ui/src/reducers/index.ts | 1 + 10 files changed, 303 insertions(+), 89 deletions(-) diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index 1a99573cc091..8f2f9055ff5e 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -6,6 +6,7 @@ import { isBrowser, isNode } from 'browser-or-node'; import * as cvatData from 'cvat-data'; +import jsonLogic from 'json-logic-js'; import { DimensionType } from 'enums'; import PluginRegistry from './plugins'; import serverProxy, { FramesMetaData } from './server-proxy'; @@ -737,21 +738,30 @@ export async function patchMeta(jobID) { frameDataCache[jobID].meta.deleted_frames = prevDeletedFrames; } -export async function findNotDeletedFrame(jobID, frameFrom, frameTo, offset) { +export async function findFrame(jobID, frameFrom, frameTo, filters, externalMeta) { + const offset = filters.offset || 1; let meta; if (!frameDataCache[jobID]) { meta = await serverProxy.frames.getMeta('job', jobID); } else { meta = frameDataCache[jobID].meta; } + const sign = Math.sign(frameTo - frameFrom); const predicate = sign > 0 ? (frame) => frame <= frameTo : (frame) => frame >= frameTo; const update = sign > 0 ? (frame) => frame + 1 : (frame) => frame - 1; let framesCounter = 0; let lastUndeletedFrame = null; - const check = (frame): boolean => (meta.included_frames ? - (meta.included_frames.includes(frame)) && !(frame in meta.deleted_frames) : - !(frame in meta.deleted_frames)); + const check = (frame): boolean => { + if (meta.included_frames) { + return (meta.included_frames.includes(frame)) && !(frame in meta.deleted_frames); + } + if (Array.isArray(filters.jsonFilters) && filters.jsonFilters.length) { + const frameConvert = { conflicted: externalMeta.conflictedFrames.includes(frame) }; + return jsonLogic.apply(filters.jsonFilters[0], frameConvert); + } + return !(frame in meta.deleted_frames); + }; for (let frame = frameFrom; predicate(frame); frame = update(frame)) { if (check(frame)) { lastUndeletedFrame = frame; diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index bda599128527..a7ceba4b9f86 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -14,7 +14,7 @@ import { restoreFrame, getRanges, clear as clearFrames, - findNotDeletedFrame, + findFrame, getContextImage, patchMeta, getDeletedFrames, @@ -189,11 +189,16 @@ export function implementJob(Job) { throw new ArgumentError('The stop frame is out of the job'); } if (filters.notDeleted) { - return findNotDeletedFrame(this.id, frameFrom, frameTo, filters.offset || 1); + return findFrame(this.id, frameFrom, frameTo, filters, this.frameMeta); } return null; }; + Job.prototype.frames.updateMeta.implementation = async function (meta) { + this.frameMeta = meta; + return null; + }; + // TODO: Check filter for annotations Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters, groundTruthJobId) { if (!Array.isArray(filters)) { diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index ab1ca48b9b87..9c8d09fa25f8 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -234,6 +234,14 @@ function buildDuplicatedAPI(prototype) { ); return result; }, + async updateMeta(meta) { + const result = await PluginRegistry.apiWrapper.call( + this, + prototype.frames.updateMeta, + meta, + ); + return result; + }, }, writable: true, }), @@ -323,6 +331,7 @@ export class Job extends Session { public readonly frameSelectionMethod: JobType; public readonly createdDate: string; public readonly updatedDate: string; + public frameMeta: { conflictedFrames: number[] }; public annotations: { get: CallableFunction; @@ -360,6 +369,7 @@ export class Job extends Session { preview: CallableFunction; contextImage: CallableFunction; search: CallableFunction; + updateMeta: CallableFunction; }; public logger: { @@ -410,6 +420,7 @@ export class Job extends Session { return new Label(labelData); }).filter((label) => !label.hasParent); } + let frameMeta = { conflictedFrames: [] }; Object.defineProperties( this, @@ -510,6 +521,12 @@ export class Job extends Session { updatedDate: { get: () => data.updated_date, }, + frameMeta: { + get: () => frameMeta, + set: (meta) => { + frameMeta = meta; + }, + }, _updateTrigger: { get: () => updateTrigger, }, @@ -555,6 +572,7 @@ export class Job extends Session { preview: Object.getPrototypeOf(this).frames.preview.bind(this), search: Object.getPrototypeOf(this).frames.search.bind(this), contextImage: Object.getPrototypeOf(this).frames.contextImage.bind(this), + updateMeta: Object.getPrototypeOf(this).frames.updateMeta.bind(this), }; this.logger = { diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index 744c8d0f0b6a..b80ff92a5e20 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -163,6 +163,7 @@ export enum AnnotationActionTypes { SWITCH_PROPAGATE_VISIBILITY = 'SWITCH_PROPAGATE_VISIBILITY', SWITCH_SHOWING_STATISTICS = 'SWITCH_SHOWING_STATISTICS', SWITCH_SHOWING_FILTERS = 'SWITCH_SHOWING_FILTERS', + CHANGE_FRAME_FILTERS = 'CHANGE_FRAME_FILTERS', COLLECT_STATISTICS = 'COLLECT_STATISTICS', COLLECT_STATISTICS_SUCCESS = 'COLLECT_STATISTICS_SUCCESS', COLLECT_STATISTICS_FAILED = 'COLLECT_STATISTICS_FAILED', @@ -916,10 +917,20 @@ export function getJobAsync( try { const [task] = await cvat.tasks.get({ id: tid }); [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); - // eslint-disable-next-line no-empty - } catch (e) {} + // eslint-disable-next-line no-empty + } catch (e) { } } + const groundTruthJobId = gtJob ? gtJob.id : null; + let conflicts: QualityConflict[] = []; + if (groundTruthJobId) { + const [report] = await cvat.analytics.quality.reports({ jobId: job.id, target: 'job' }); + if (report) conflicts = await cvat.analytics.quality.conflicts({ reportId: report.id }); + } + + const conflictedFrames = conflicts.map((conflict: QualityConflict) => conflict.frame); + await job.frames.updateMeta({ conflictedFrames: [...new Set(conflictedFrames)] }); + // navigate to correct first frame according to setup let frameNumber; if (initialFrame === null && !showDeletedFrames) { @@ -944,17 +955,10 @@ export function getJobAsync( }); } - const groundTruthJobId = gtJob ? gtJob.id : null; const states = await job.annotations.get( frameNumber, showAllInterpolationTracks, filters, groundTruthJobId, ); - let conflicts: QualityConflict[] = []; - if (groundTruthJobId) { - const [report] = await cvat.analytics.quality.reports({ jobId: job.id, target: 'job' }); - if (report) conflicts = await cvat.analytics.quality.conflicts({ reportId: report.id }); - } - const issues = await job.issues(); const [minZ, maxZ] = computeZRange(states); const colors = [...cvat.enums.colors]; @@ -1648,3 +1652,43 @@ export function restoreFrameAsync(frame: number): ThunkAction { } }; } + +export function changeFrameFiltersAsync(filters: any[]): ThunkAction { + return async (dispatch: ActionCreator): Promise => { + const state: CombinedState = getStore().getState(); + const { + annotation: { + job: { + instance: jobInstance, + }, + player: { + frame: { + number: frame, + }, + }, + }, + settings: { + player: { showDeletedFrames }, + }, + } = state; + + try { + let newFrame = await jobInstance.frames.search( + { notDeleted: !showDeletedFrames, jsonFilters: filters }, frame, jobInstance.stopFrame, + ); + if (newFrame === null && jobInstance.startFrame !== frame) { + newFrame = await jobInstance.frames.search( + { notDeleted: !showDeletedFrames, jsonFilters: filters }, frame, jobInstance.startFrame, + ); + } + if (newFrame !== null) { + dispatch(changeFrameAsync(newFrame)); + } + } finally { + dispatch({ + type: AnnotationActionTypes.CHANGE_FRAME_FILTERS, + payload: { filters }, + }); + } + }; +} diff --git a/cvat-ui/src/components/annotation-page/styles.scss b/cvat-ui/src/components/annotation-page/styles.scss index 7b00ff9acb94..ee43ebd8a103 100644 --- a/cvat-ui/src/components/annotation-page/styles.scss +++ b/cvat-ui/src/components/annotation-page/styles.scss @@ -449,6 +449,15 @@ border: 1px solid #d3e0ec; } } + + .ant-typography { + display: block; + padding: $grid-unit-size * 2 $grid-unit-size * 3 $grid-unit-size $grid-unit-size * 2; + } + + .query-builder { + margin-top: 0; + } } } diff --git a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx index 5a86c2cf8a7f..51be29ed18a5 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx @@ -1,4 +1,5 @@ // Copyright (C) 2021-2022 Intel Corporation +// Copyright (C) 2023 CVAT.ai Corporation // // SPDX-License-Identifier: MIT @@ -10,19 +11,22 @@ import { import AntdWidgets from 'react-awesome-query-builder/lib/components/widgets/antd'; import AntdConfig from 'react-awesome-query-builder/lib/config/antd'; import 'react-awesome-query-builder/lib/css/styles.css'; -import { DownOutlined } from '@ant-design/icons'; -import Dropdown from 'antd/lib/dropdown'; -import Menu from 'antd/lib/menu'; +// import { DownOutlined } from '@ant-design/icons'; +// import Dropdown from 'antd/lib/dropdown'; +// import Menu from 'antd/lib/menu'; +import Text from 'antd/lib/typography/Text'; import Button from 'antd/lib/button'; import Modal from 'antd/lib/modal'; import { omit } from 'lodash'; import { CombinedState } from 'reducers'; -import { changeAnnotationsFilters, fetchAnnotationsAsync, showFilters } from 'actions/annotation-actions'; +import { + changeAnnotationsFilters, changeFrameFiltersAsync, fetchAnnotationsAsync, showFilters, +} from 'actions/annotation-actions'; const { FieldDropdown } = AntdWidgets; -const FILTERS_HISTORY = 'annotationFiltersHistory'; +// const FILTERS_HISTORY = 'annotationFiltersHistory'; interface StoredFilter { id: string; @@ -32,6 +36,7 @@ interface StoredFilter { function FiltersModalComponent(): JSX.Element { const labels = useSelector((state: CombinedState) => state.annotation.job.labels); const activeFilters = useSelector((state: CombinedState) => state.annotation.annotations.filters); + const activePlayerFilters = useSelector((state: CombinedState) => state.annotation.player.filters); const visible = useSelector((state: CombinedState) => state.annotation.filtersPanelVisible); const getConvertedInputType = (inputType: string): string => { @@ -78,7 +83,7 @@ function FiltersModalComponent(): JSX.Element { return subfields; }; - const config: Config = { + const annotationConfig: Config = { ...AntdConfig, fields: { label: { @@ -161,64 +166,127 @@ function FiltersModalComponent(): JSX.Element { }, }; + const frameConfig: Config = { + ...AntdConfig, + fields: { + conflicted: { + label: 'Has conflicts', + type: 'boolean', + }, + }, + settings: { + ...AntdConfig.settings, + renderField: (_props: any) => ( + + ), + // using FieldDropdown because we cannot use antd because of antd-related bugs + // https://github.com/ukrbublik/react-awesome-query-builder/issues/224 + }, + }; + const initialState = { - tree: QbUtils.checkTree( - QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), - config as Config, - ) as ImmutableTree, - config, + trees: { + annotationTree: QbUtils.checkTree( + QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), + annotationConfig as Config, + ) as ImmutableTree, + frameTree: QbUtils.checkTree( + QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), + frameConfig as Config, + ) as ImmutableTree, + }, + configs: { + annotationConfig, + frameConfig, + }, }; const dispatch = useDispatch(); const [state, setState] = useState(initialState); - const [filters, setFilters] = useState([] as StoredFilter[]); + const [annotationFilters, setAnnotationFilters] = useState([] as StoredFilter[]); + const [frameFilters, setFrameFilters] = useState([] as StoredFilter[]); + // useEffect(() => { + // console.log(state); + // }); - useEffect(() => { - const filtersHistory = window.localStorage.getItem(FILTERS_HISTORY)?.trim() || '[]'; - try { - setFilters(JSON.parse(filtersHistory)); - } catch (_) { - setFilters([]); - } - }, []); + // useEffect(() => { + // const filtersHistory = window.localStorage.getItem(FILTERS_HISTORY)?.trim() || '[]'; + // try { + // setFilters(JSON.parse(filtersHistory)); + // } catch (_) { + // setFilters([]); + // } + // }, []); - useEffect(() => { - window.localStorage.setItem(FILTERS_HISTORY, JSON.stringify(filters)); - }, [filters]); + // useEffect(() => { + // window.localStorage.setItem(FILTERS_HISTORY, JSON.stringify(filters)); + // }, [filters]); useEffect(() => { if (visible) { - const treeFromActiveFilters = activeFilters.length ? - QbUtils.checkTree(QbUtils.loadFromJsonLogic(activeFilters[0], config), config) : + const annotationTreeFromActiveFilters = activeFilters.length ? + QbUtils.checkTree(QbUtils.loadFromJsonLogic(activeFilters[0], annotationConfig), annotationConfig) : + null; + const frameTreeFromActiveFilters = activePlayerFilters.length ? + QbUtils.checkTree(QbUtils.loadFromJsonLogic(activePlayerFilters[0], frameConfig), frameConfig) : null; setState({ - tree: treeFromActiveFilters || initialState.tree, - config, + trees: { + annotationTree: annotationTreeFromActiveFilters || initialState.trees.annotationTree, + frameTree: frameTreeFromActiveFilters || initialState.trees.frameTree, + }, + configs: { + annotationConfig, + frameConfig, + }, }); } }, [visible]); - const applyFilters = (filtersData: any[]): void => { - dispatch(changeAnnotationsFilters(filtersData)); - dispatch(fetchAnnotationsAsync()); + const applyFilters = (annotationFiltersData: any[], frameFiltersData: any[]): void => { + if (annotationFiltersData) { + dispatch(changeAnnotationsFilters(annotationFiltersData)); + dispatch(fetchAnnotationsAsync()); + } + if (frameFiltersData) { + dispatch(changeFrameFiltersAsync(frameFiltersData)); + } dispatch(showFilters(false)); }; const confirmModal = (): void => { - const currentFilter: StoredFilter = { + let currentFilter: StoredFilter = { + id: QbUtils.uuid(), + logic: QbUtils.jsonLogicFormat(state.trees.annotationTree, annotationConfig).logic || {}, + }; + let updatedFilters = annotationFilters.filter( + (filter) => JSON.stringify(filter.logic) !== JSON.stringify(currentFilter.logic), + ); + setAnnotationFilters([currentFilter, ...updatedFilters].slice(0, 10)); + let { logic } = QbUtils.jsonLogicFormat(state.trees.annotationTree, annotationConfig); + if (logic) applyFilters([logic], null); + + currentFilter = { id: QbUtils.uuid(), - logic: QbUtils.jsonLogicFormat(state.tree, config).logic || {}, + logic: QbUtils.jsonLogicFormat(state.trees.frameTree, frameConfig).logic || {}, }; - const updatedFilters = filters.filter( + updatedFilters = frameFilters.filter( (filter) => JSON.stringify(filter.logic) !== JSON.stringify(currentFilter.logic), ); - setFilters([currentFilter, ...updatedFilters].slice(0, 10)); - applyFilters([QbUtils.jsonLogicFormat(state.tree, config).logic]); + + setFrameFilters([currentFilter, ...updatedFilters].slice(0, 10)); + logic = QbUtils.jsonLogicFormat(state.trees.frameTree, frameConfig).logic; + if (logic) { + if (logic) applyFilters(null, [logic]); + } + // todo change frame async }; - const isModalConfirmable = (): boolean => ( - (QbUtils.queryString(state.tree, config) || '').trim().length > 0 && QbUtils.isValidTree(state.tree) - ); + const isModalConfirmable = (): boolean => { + const annotations = (QbUtils.queryString(state.trees.annotationTree, annotationConfig) || '').trim().length > 0 && QbUtils.isValidTree(state.trees.annotationTree); + const frames = (QbUtils.queryString(state.trees.frameTree, frameConfig) || '').trim().length > 0 && QbUtils.isValidTree(state.trees.frameTree); + return annotations || frames; + }; const renderBuilder = (builderProps: any): JSX.Element => (
@@ -228,32 +296,56 @@ function FiltersModalComponent(): JSX.Element {
); - const onChange = (tree: ImmutableTree): void => { - setState({ tree, config }); + const onChange = (type: string, tree: ImmutableTree): void => { + if (type === 'annotationTree') { + setState({ + trees: { + ...state.trees, + annotationTree: tree, + }, + configs: { + ...state.configs, + annotationConfig, + }, + }); + } else if (type === 'frameTree') { + setState({ + trees: { + ...state.trees, + frameTree: tree, + }, + configs: { + ...state.configs, + frameConfig, + }, + }); + } }; - const menu = ( - - {filters - .map((filter: StoredFilter) => { - // if a logic received from local storage does not correspond to current config - // which depends on label specification - // (it can be when history from another task with another specification or when label was removed) - // loadFromJsonLogic() prints a warning to console - // the are not ways to configure this behaviour + // TMP disabled + // const menu = ( + // + // {filters + // .map((filter: StoredFilter) => { + // // if a logic received from local storage does not correspond to current config + // // which depends on label specification + // // (it can be when history from another task with + // another specification or when label was removed) + // // loadFromJsonLogic() prints a warning to console + // // the are not ways to configure this behaviour - const tree = QbUtils.loadFromJsonLogic(filter.logic, config); - const queryString = QbUtils.queryString(tree, config); - return { tree, queryString, filter }; - }) - .filter(({ queryString }) => !!queryString) - .map(({ filter, tree, queryString }) => ( - setState({ tree, config })}> - {queryString} - - ))} - - ); + // const tree = QbUtils.loadFromJsonLogic(filter.logic, config); + // const queryString = QbUtils.queryString(tree, config); + // return { tree, queryString, filter }; + // }) + // .filter(({ queryString }) => !!queryString) + // .map(({ filter, tree, queryString }) => ( + // setState({ tree, config })}> + // {queryString} + // + // ))} + // + // ); return ( applyFilters([])} + disabled={!activeFilters.length && !activePlayerFilters.length} + onClick={() => applyFilters([], [])} className='cvat-filters-modal-clear-button' > Clear filters @@ -291,7 +383,7 @@ function FiltersModalComponent(): JSX.Element { , ]} > -
-
- + */} + Annotation Filters: + onChange('annotationTree', tree)} + renderBuilder={renderBuilder} + /> + Frame Filters: + onChange('frameTree', tree)} + renderBuilder={renderBuilder} + /> ); } diff --git a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx index ab826dc1e60c..5894cae9d26a 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx @@ -31,7 +31,9 @@ function RightGroup(props: Props): JSX.Element { showFilters, } = props; - const filters = useSelector((state: CombinedState) => state.annotation.annotations.filters); + const annotationFilters = useSelector((state: CombinedState) => state.annotation.annotations.filters); + const frameFilters = useSelector((state: CombinedState) => state.annotation.player.filters); + const filters = annotationFilters.length || frameFilters.length; return ( @@ -61,7 +63,7 @@ function RightGroup(props: Props): JSX.Element { - {jobs.filter((job: Job) => job.type === JobType.ANNOTATION).map((job: Job): JSX.Element => ( + {jobs.filter((job: Job) => job.type === JobType.NORMAL).map((job: Job): JSX.Element => ( ))} diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 51567d9f1375..c052abd6de4c 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -33,7 +33,7 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; const { jobs } = taskInstance; - const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.ANNOTATION)); + const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.NORMAL)); const [jobsReports, setJobsReports] = useState>({}); const jobReportsFromState: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.jobsReports); diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index bf3f369374c7..f321373070fc 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -93,7 +93,8 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; let { jobs } = taskInstance; - jobs = jobs.filter((job: Job) => job.type === JobType.ANNOTATION); + + jobs = jobs.filter((job: Job) => job.type === JobType.NORMAL); function sorter(path: string) { return (obj1: any, obj2: any): number => { From c7963f95b49dffff3cff56f9841c325b2f7c8f79 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 16:19:49 +0300 Subject: [PATCH 109/257] Add annotation links in the downloaded report --- cvat/apps/engine/quality_control.py | 83 +++++++++++++++++++---------- cvat/apps/engine/utils.py | 3 ++ cvat/apps/engine/views.py | 9 ++-- 3 files changed, 64 insertions(+), 31 deletions(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 86df3139b0c2..64facab335ae 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -28,25 +28,25 @@ from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.engine import models from cvat.apps.engine.models import (AnnotationConflictImportance, - AnnotationConflictType, AnnotationType) + AnnotationConflictType, AnnotationType, ShapeType) from cvat.apps.profiler import silk_profile from datumaro.util import dump_json, parse_json class _Serializable: - def _value_serializer(self, t, attr, v): + def _value_serializer(self, inst, attr, v): if isinstance(v, _Serializable): return v.to_dict() elif is_attrs_type(type(v)): return asdict(v, value_serializer=self._value_serializer) - elif not isinstance(self, type(t)) and isinstance(t, _Serializable): - return t._value_serializer(t, attr, v) + elif self is not inst and isinstance(inst, _Serializable): + return inst._value_serializer(inst, attr, v) else: return v - def to_dict(self) -> dict: - return asdict(self, value_serializer=self._value_serializer) + def to_dict(self, *, value_serializer = None) -> dict: + return asdict(self, value_serializer=value_serializer or self._value_serializer) @define(kw_only=True) @@ -55,11 +55,11 @@ class AnnotationId(_Serializable): job_id: int type: AnnotationType - def _value_serializer(self, t, attr, v): + def _value_serializer(self, inst, attr, v): if isinstance(v, AnnotationType): return str(v) else: - return super()._value_serializer(t, attr, v) + return super()._value_serializer(inst, attr, v) @classmethod def from_dict(cls, d): @@ -96,14 +96,14 @@ def importance(self) -> AnnotationConflictImportance: return importance - def _value_serializer(self, t, attr, v): + def _value_serializer(self, inst, attr, v): if isinstance(v, AnnotationConflictType): return str(v) else: - return super()._value_serializer(t, attr, v) + return super()._value_serializer(inst, attr, v) - def to_dict(self) -> dict: - result = super().to_dict() + def to_dict(self, *args, **kwargs) -> dict: + result = super().to_dict(*args, **kwargs) result.update(**{ k: getattr(self, k) for k in ['importance'] }) @@ -171,11 +171,11 @@ class ComparisonParameters(_Serializable): "Use only the visible part of the masks and polygons in comparisons" - def _value_serializer(self, t, attr, v): + def _value_serializer(self, inst, attr, v): if isinstance(v, dm.AnnotationType): return str(v.name) else: - return super()._value_serializer(t, attr, v) + return super()._value_serializer(inst, attr, v) @classmethod def from_dict(cls, d): @@ -195,14 +195,14 @@ class ConfusionMatrix(_Serializable): def axes(self): return dict(cols='gt', rows='ds') - def _value_serializer(self, t, attr, v): + def _value_serializer(self, inst, attr, v): if isinstance(v, np.ndarray): return v.tolist() else: - return super()._value_serializer(t, attr, v) + return super()._value_serializer(inst, attr, v) - def to_dict(self) -> dict: - result = super().to_dict() + def to_dict(self, *args, **kwargs) -> dict: + result = super().to_dict(*args, **kwargs) result.update(**{ k: getattr(self, k) for k in ['axes'] }) @@ -247,7 +247,7 @@ def accumulate(self, other: ComparisonReportAnnotationsSummary): ]: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self) -> dict: + def to_dict(self, *args, **kwargs) -> dict: result = super().to_dict() result.update(**{ k: getattr(self, k) for k in ['accuracy', 'precision', 'recall'] @@ -287,8 +287,8 @@ def accumulate(self, other: ComparisonReportAnnotationShapeSummary): ]: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self) -> dict: - result = super().to_dict() + def to_dict(self, *args, **kwargs) -> dict: + result = super().to_dict(*args, **kwargs) result.update(**{ k: getattr(self, k) for k in ['accuracy'] }) @@ -321,8 +321,8 @@ def accumulate(self, other: ComparisonReportAnnotationLabelSummary): for field in ['valid_count', 'total_count', 'invalid_count']: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self) -> dict: - result = super().to_dict() + def to_dict(self, *args, **kwargs) -> dict: + result = super().to_dict(*args, **kwargs) result.update(**{ k: getattr(self, k) for k in ['accuracy'] }) @@ -373,8 +373,8 @@ def mean_conflict_count(self) -> float: def frame_count(self) -> int: return len(self.frames) - def to_dict(self) -> dict: - result = super().to_dict() + def to_dict(self, *args, **kwargs) -> dict: + result = super().to_dict(*args, **kwargs) result.update(**{ k: getattr(self, k) for k in ['frame_count', 'mean_conflict_count'] }) @@ -480,8 +480,8 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: } ) - def to_json(self) -> str: - d = self.to_dict() + def to_json(self, *args, **kwargs) -> str: + d = self.to_dict(*args, **kwargs) d["frame_results"] = {str(k): v for k, v in d['frame_results'].items()} return dump_json(d, indent=True, append_newline=True).decode() @@ -2337,3 +2337,32 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: def _get_task_quality_params(cls, task: models.Task) -> Optional[ComparisonParameters]: quality_params, _ = models.QualitySettings.objects.get_or_create(task=task) return ComparisonParameters.from_dict(quality_params.to_dict()) + + +def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str) -> str: + comparison_report = ComparisonReport.from_json(db_report.get_json_report()) + + # Decorate report with conflicting annotation links like: + # /tasks/62/jobs/82?frame=250&type=shape&serverID=33741 + serialized_data = comparison_report.to_dict() + task_id = db_report.task.id + + for frame_result in serialized_data["frame_results"].values(): + for conflict in frame_result["conflicts"]: + for ann_id in conflict['annotation_ids']: + if ann_id['type'] in ShapeType.__members__.values(): + ann_type = 'shape' + else: + ann_type = ann_id['type'] + + ann_id['url'] = ( + f"{host}tasks/{task_id}/jobs/{ann_id['job_id']}" + f"?frame={conflict['frame_id']}" + f"&type={ann_type}" + f"&serverID={ann_id['obj_id']}" + ) + + serialized_data["frame_results"] = { + str(k): v for k, v in serialized_data['frame_results'].items() + } + return dump_json(serialized_data, indent=True, append_newline=True).decode() diff --git a/cvat/apps/engine/utils.py b/cvat/apps/engine/utils.py index 4f65af6bd118..aac2db50cd95 100644 --- a/cvat/apps/engine/utils.py +++ b/cvat/apps/engine/utils.py @@ -200,6 +200,9 @@ def reverse(viewname, *, args=None, kwargs=None, return url +def get_server_url(request: HttpRequest) -> str: + return request.build_absolute_uri('/') + def build_field_filter_params(field: str, value: Any) -> Dict[str, str]: """ Builds a collection filter query params for a single field and value. diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index e90d6b656990..e72ebe53c26c 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -68,11 +68,13 @@ from utils.dataset_manifest import ImageManifestManager from cvat.apps.engine.utils import ( - av_scan_paths, process_failed_job, configure_dependent_job, parse_exception_message, get_rq_job_meta + av_scan_paths, get_server_url, process_failed_job, configure_dependent_job, + parse_exception_message, get_rq_job_meta ) from cvat.apps.engine import backup from cvat.apps.engine.mixins import PartialUpdateModelMixin, UploadMixin, AnnotationMixin, SerializeMixin from cvat.apps.engine.location import get_location_configuration, StorageType +from cvat.apps.engine import quality_control as qc from cvat.apps.profiler import silk_profile from . import models, task @@ -2359,7 +2361,7 @@ def get_queryset(self): @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) def data(self, request, pk): report = self.get_object() # check permissions - json_report = report.get_json_report() + json_report = qc.prepare_report_for_downloading(report, host=get_server_url(request)) return HttpResponse(json_report.encode()) @extend_schema(parameters=[ @@ -2368,8 +2370,7 @@ def data(self, request, pk): @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) @silk_profile() def debug(self, request): - from .quality_control import QueueJobManager - QueueJobManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) + qc.QueueJobManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) return HttpResponse({}) From b76d93c673370465c7d563fbf33f34d536689081 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 16:29:56 +0300 Subject: [PATCH 110/257] Revert "changed job type to normal" This reverts commit 3fb345eecee9f058b268008b479ccb0b24e52eb8. --- cvat-core/src/enums.ts | 2 +- cvat-core/src/session.ts | 2 +- cvat-ui/src/actions/annotation-actions.ts | 2 +- cvat-ui/src/components/jobs-page/jobs-content.tsx | 2 +- .../src/components/task-analytics-page/quality/job-list.tsx | 2 +- cvat-ui/src/components/task-page/job-list.tsx | 3 +-- 6 files changed, 6 insertions(+), 7 deletions(-) diff --git a/cvat-core/src/enums.ts b/cvat-core/src/enums.ts index fe42f6e86c92..1246d536ccbc 100644 --- a/cvat-core/src/enums.ts +++ b/cvat-core/src/enums.ts @@ -35,7 +35,7 @@ export enum JobState { } export enum JobType { - NORMAL = 'normal', + ANNOTATION = 'annotation', GROUND_TRUTH = 'ground_truth', } diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index c8318dcee087..9c8d09fa25f8 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -383,7 +383,7 @@ export class Job extends Session { assignee: null, stage: undefined, state: undefined, - type: JobType.NORMAL, + type: JobType.ANNOTATION, start_frame: undefined, stop_frame: undefined, project_id: null, diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index efd8fb86658e..b80ff92a5e20 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -913,7 +913,7 @@ export function getJobAsync( const [job] = await cvat.jobs.get({ jobID: jid }); let gtJob = null; - if (job.type === JobType.NORMAL) { + if (job.type === JobType.ANNOTATION) { try { const [task] = await cvat.tasks.get({ id: tid }); [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); diff --git a/cvat-ui/src/components/jobs-page/jobs-content.tsx b/cvat-ui/src/components/jobs-page/jobs-content.tsx index 3105d5212494..db34eece8cfd 100644 --- a/cvat-ui/src/components/jobs-page/jobs-content.tsx +++ b/cvat-ui/src/components/jobs-page/jobs-content.tsx @@ -21,7 +21,7 @@ function JobsContentComponent(): JSX.Element { return ( - {jobs.filter((job: Job) => job.type === JobType.NORMAL).map((job: Job): JSX.Element => ( + {jobs.filter((job: Job) => job.type === JobType.ANNOTATION).map((job: Job): JSX.Element => ( ))} diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index c052abd6de4c..51567d9f1375 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -33,7 +33,7 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; const { jobs } = taskInstance; - const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.NORMAL)); + const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.ANNOTATION)); const [jobsReports, setJobsReports] = useState>({}); const jobReportsFromState: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.jobsReports); diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index f321373070fc..bf3f369374c7 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -93,8 +93,7 @@ function JobListComponent(props: Props): JSX.Element { const history = useHistory(); const { id: taskId } = taskInstance; let { jobs } = taskInstance; - - jobs = jobs.filter((job: Job) => job.type === JobType.NORMAL); + jobs = jobs.filter((job: Job) => job.type === JobType.ANNOTATION); function sorter(path: string) { return (obj1: any, obj2: any): number => { From eca2319b6fe2d0bd53268ccb1082b8ba310eb83f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 12 May 2023 16:44:22 +0300 Subject: [PATCH 111/257] Fix frame share values in reports --- cvat/apps/engine/quality_control.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/engine/quality_control.py index 64facab335ae..59dc924d3bc4 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/engine/quality_control.py @@ -1955,7 +1955,9 @@ def generate_report(self) -> ComparisonReport: parameters=self.settings, comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=len(intersection_frames) / (len(self._ds_dataset) or 1), + frame_share_percent=( + len(intersection_frames) / (len(self._ds_data_provider.job_data.rel_range) or 1) + ), frames=intersection_frames, conflict_count=len(conflicts), From 15bcac7ddc5499f784e7514053586ad048156cda Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 16 May 2023 18:37:42 +0300 Subject: [PATCH 112/257] Extract quality to a separate app, add migrations and settings --- cvat-core/src/server-proxy.ts | 4 +- .../migrations/0083_move_quality_models.py | 28 ++ cvat/apps/engine/models.py | 217 ---------------- cvat/apps/engine/serializers.py | 87 ------- cvat/apps/engine/signals.py | 40 +-- cvat/apps/engine/urls.py | 3 - cvat/apps/engine/views.py | 187 +------------- cvat/apps/iam/permissions.py | 3 +- cvat/apps/quality_control/__init__.py | 0 cvat/apps/quality_control/apps.py | 17 ++ cvat/apps/quality_control/default_settings.py | 2 + .../migrations/0001_initial.py | 85 +++++++ .../quality_control/migrations/__init__.py | 0 cvat/apps/quality_control/models.py | 204 +++++++++++++++ .../quality_reports.py} | 164 ++++++------ cvat/apps/quality_control/serializers.py | 94 +++++++ cvat/apps/quality_control/signals.py | 46 ++++ cvat/apps/quality_control/urls.py | 20 ++ cvat/apps/quality_control/views.py | 200 +++++++++++++++ cvat/schema.yml | 240 +++++++++--------- cvat/settings/base.py | 3 +- cvat/settings/development.py | 2 + cvat/urls.py | 3 + 23 files changed, 928 insertions(+), 721 deletions(-) create mode 100644 cvat/apps/engine/migrations/0083_move_quality_models.py create mode 100644 cvat/apps/quality_control/__init__.py create mode 100644 cvat/apps/quality_control/apps.py create mode 100644 cvat/apps/quality_control/default_settings.py create mode 100644 cvat/apps/quality_control/migrations/0001_initial.py create mode 100644 cvat/apps/quality_control/migrations/__init__.py create mode 100644 cvat/apps/quality_control/models.py rename cvat/apps/{engine/quality_control.py => quality_control/quality_reports.py} (97%) create mode 100644 cvat/apps/quality_control/serializers.py create mode 100644 cvat/apps/quality_control/signals.py create mode 100644 cvat/apps/quality_control/urls.py create mode 100644 cvat/apps/quality_control/views.py diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index 6fcd4021d768..cca0589f7514 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -2163,7 +2163,7 @@ async function getQualityReports(filter): Promise { const { backendAPI } = config; try { - const response = await Axios.get(`${backendAPI}/quality_reports`, { + const response = await Axios.get(`${backendAPI}/quality/reports`, { params: { ...params, ...filter, @@ -2181,7 +2181,7 @@ async function getQualityConflicts(filter): Promise { const { backendAPI } = config; try { - const response = await fetchAll(`${backendAPI}/conflicts`, { + const response = await fetchAll(`${backendAPI}/quality/conflicts`, { ...params, ...filter, }); diff --git a/cvat/apps/engine/migrations/0083_move_quality_models.py b/cvat/apps/engine/migrations/0083_move_quality_models.py new file mode 100644 index 000000000000..375f38ee9938 --- /dev/null +++ b/cvat/apps/engine/migrations/0083_move_quality_models.py @@ -0,0 +1,28 @@ +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0082_alter_job_type'), + ] + + database_operations = [ + migrations.AlterModelTable('QualityReport', 'quality_control_qualityreport'), + migrations.AlterModelTable('AnnotationConflict', 'quality_control_annotationconflict'), + migrations.AlterModelTable('AnnotationId', 'quality_control_annotationid'), + migrations.AlterModelTable('QualitySettings', 'quality_control_qualitysettings'), + ] + + state_operations = [ + migrations.DeleteModel('QualityReport'), + migrations.DeleteModel('AnnotationConflict'), + migrations.DeleteModel('AnnotationId'), + migrations.DeleteModel('QualitySettings'), + ] + + operations = [ + migrations.SeparateDatabaseAndState( + database_operations=database_operations, + state_operations=state_operations) + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 926024a72262..3975af7e3b69 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -4,7 +4,6 @@ # SPDX-License-Identifier: MIT from __future__ import annotations -from copy import deepcopy import os import re @@ -1035,219 +1034,3 @@ class Storage(models.Model): class Meta: default_permissions = () - - -class AnnotationConflictType(str, Enum): - MISSING_ANNOTATION = 'missing_annotation' - EXTRA_ANNOTATION = 'extra_annotation' - MISMATCHING_LABEL = 'mismatching_label' - LOW_OVERLAP = 'low_overlap' - MISMATCHING_DIRECTION = 'mismatching_direction' - MISMATCHING_ATTRIBUTES = 'mismatching_attributes' - MISMATCHING_GROUPS = 'mismatching_groups' - COVERED_ANNOTATION = 'covered_annotation' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) - -class AnnotationConflictImportance(str, Enum): - WARNING = 'warning' - ERROR = 'error' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) - -class MismatchingAnnotationKind(str, Enum): - ATTRIBUTE = 'attribute' - LABEL = 'label' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) - - -class QualityReportTarget(str, Enum): - JOB = 'job' - TASK = 'task' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) - - -class QualityReport(models.Model): - job = models.ForeignKey(Job, on_delete=models.CASCADE, - related_name='quality_reports', null=True, blank=True) - task = models.ForeignKey(Task, on_delete=models.CASCADE, - related_name='quality_reports', null=True, blank=True) - - parent = models.ForeignKey('self', on_delete=models.CASCADE, - related_name='children', null=True, blank=True) - children: Sequence[QualityReport] - - created_date = models.DateTimeField(auto_now_add=True) - target_last_updated = models.DateTimeField() - gt_last_updated = models.DateTimeField() - - data = models.JSONField() - - conflicts: Sequence[AnnotationConflict] - - @property - def target(self) -> QualityReportTarget: - if self.job: - return QualityReportTarget.JOB - elif self.task: - return QualityReportTarget.TASK - else: - assert False - - def _parse_report(self): - from cvat.apps.engine.quality_control import ComparisonReport - return ComparisonReport.from_json(self.data) - - @property - def parameters(self): - report = self._parse_report() - return report.parameters - - @property - def summary(self): - report = self._parse_report() - return report.comparison_summary - - def get_task(self) -> Task: - if self.task is not None: - return self.task - else: - return self.job.segment.task - - def get_json_report(self) -> str: - return self.data - - def clean(self): - if not (self.job is not None) ^ (self.task is not None): - raise ValidationError("One of the 'job' and 'task' fields must be set") - -class AnnotationConflict(models.Model): - report = models.ForeignKey(QualityReport, - on_delete=models.CASCADE, related_name='conflicts') - frame = models.PositiveIntegerField() - type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) - importance = models.CharField(max_length=32, choices=AnnotationConflictImportance.choices()) - - annotation_ids: Sequence[AnnotationId] - - # def clean(self) -> None: - # def _validate_annotation_ids(annotation_ids: List[AnnotationId], *, required_count: int): - # if annotation_ids is None: - # raise ValueError("Annotation ids must be provided") - # elif not isinstance(annotation_ids, list): - # raise ValueError("Annotation ids must be a list") - # else: - # if len(annotation_ids) != required_count: - # raise ValueError(f"Expected exactly {required_count} annotation ids") - - # for ann_id in annotation_ids: - # if not isinstance(ann_id, dict): - # raise ValueError("Annotation ids must be a list of dicts") - # AnnotationId(data=ann_id).full_clean() - - # return annotation_ids - - # if self.type == AnnotationConflictType.MISMATCHING_LABEL: - # _validate_annotation_ids(list(self.annotation_ids), required_count=2) - - # elif self.type in [ - # AnnotationConflictType.EXTRA_ANNOTATION, AnnotationConflictType.MISSING_ANNOTATION - # ]: - # _validate_annotation_ids(list(self.annotation_ids), required_count=1) - - # else: - # raise ValueError(f"Unknown conflict type {self.type}") - - # return super().clean() - -class AnnotationType(str, Enum): - TAG = 'tag' - TRACK = 'track' - RECTANGLE = 'rectangle' - POLYGON = 'polygon' - POLYLINE = 'polyline' - POINTS = 'points' - ELLIPSE = 'ellipse' - CUBOID = 'cuboid' - MASK = 'mask' - SKELETON = 'skeleton' - - def __str__(self) -> str: - return self.value - - @classmethod - def choices(cls): - return tuple((x.value, x.name) for x in cls) - - -class AnnotationId(models.Model): - conflict = models.ForeignKey(AnnotationConflict, - on_delete=models.CASCADE, related_name='annotation_ids') - - obj_id = models.PositiveIntegerField() - job_id = models.PositiveIntegerField() - type = models.CharField(max_length=32, choices=AnnotationType.choices()) - - -class QualitySettings(models.Model): - task = models.OneToOneField(Task, - on_delete=models.CASCADE, related_name='quality_settings' - ) - - iou_threshold = models.FloatField() - oks_sigma = models.FloatField() - line_thickness = models.FloatField() - - low_overlap_threshold = models.FloatField() - - oriented_lines = models.BooleanField() - line_orientation_threshold = models.FloatField() - - compare_groups = models.BooleanField() - group_match_threshold = models.FloatField() - - check_covered_annotations = models.BooleanField() - object_visibility_threshold = models.FloatField() - - panoptic_comparison = models.BooleanField() - - compare_attributes = models.BooleanField() - - def __init__(self, *args: Any, **kwargs: Any) -> None: - params = deepcopy(self.get_defaults()) - params.update(kwargs) - super().__init__(*args, **params) - - @classmethod - def get_defaults(cls) -> dict: - import cvat.apps.engine.quality_control as qc - default_settings = qc.DatasetComparator.DEFAULT_SETTINGS.to_dict() - - existing_fields = {f.name for f in cls._meta.fields} - return {k: v for k, v in default_settings.items() if k in existing_fields} - - def to_dict(self): - from django.forms.models import model_to_dict - return model_to_dict(self) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index bb96e79e8044..f82c118e54f7 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1905,90 +1905,3 @@ def _validate_existence_of_cloud_storage(cloud_storage_id): _ = models.CloudStorage.objects.get(id=cloud_storage_id) except models.CloudStorage.DoesNotExist: raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.') - - -class AnnotationIdSerializer(serializers.ModelSerializer): - class Meta: - model = models.AnnotationId - fields = ('obj_id', 'job_id', 'type') - read_only_fields = fields - - -class AnnotationConflictSerializer(serializers.ModelSerializer): - annotation_ids = AnnotationIdSerializer(many=True) - - class Meta: - model = models.AnnotationConflict - fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id', 'importance') - read_only_fields = fields - - -class QualityReportSummarySerializer(serializers.Serializer): - frame_count = serializers.IntegerField() - frame_share_percent = serializers.FloatField() - conflict_count = serializers.IntegerField() - warning_count = serializers.IntegerField() - error_count = serializers.IntegerField() - - # This set is enough for basic characteristics, such as - # DS_unmatched, GT_unmatched, accuracy, precision and recall - valid_count = serializers.IntegerField(source='annotations.valid_count') - ds_count = serializers.IntegerField(source='annotations.ds_count') - gt_count = serializers.IntegerField(source='annotations.gt_count') - - -class QualityReportParametersSerializer(serializers.Serializer): - iou_threshold = serializers.FloatField() - - -class QualityReportSerializer(serializers.ModelSerializer): - target = serializers.ChoiceField(models.QualityReportTarget.choices()) - summary = QualityReportSummarySerializer() - parameters = QualityReportParametersSerializer() - - class Meta: - model = models.QualityReport - fields = ('id', 'job_id', 'task_id', 'parent_id', 'target', 'summary', 'parameters', - 'created_date', 'target_last_updated', 'gt_last_updated', - ) - read_only_fields = fields - - -class QualitySettingsSerializer(serializers.ModelSerializer): - class Meta: - model = models.QualitySettings - fields = ( - 'task', - - 'iou_threshold', - 'oks_sigma', - 'line_thickness', - - 'low_overlap_threshold', - - 'oriented_lines', - 'line_orientation_threshold', - - 'compare_groups', - 'group_match_threshold', - - 'check_covered_annotations', - 'object_visibility_threshold', - - 'panoptic_comparison', - - 'compare_attributes', - ) - read_only_fields = ('task', ) - extra_kwargs = { - k: {'required': False} - for k in fields - } - - def validate(self, attrs): - for k, v in attrs.items(): - if k.endswith('_threshold') or k in ['oks_sigma', 'line_thickness']: - if not 0 <= v <= 1: - raise serializers.ValidationError(f"{k} must be in the range [0; 1]") - - return super().validate(attrs) diff --git a/cvat/apps/engine/signals.py b/cvat/apps/engine/signals.py index 3a48c2c4dfab..fc068acd1f21 100644 --- a/cvat/apps/engine/signals.py +++ b/cvat/apps/engine/signals.py @@ -8,10 +8,7 @@ from django.db.models.signals import post_delete, post_save from django.dispatch import receiver -from .models import (Annotation, CloudStorage, Data, Job, Profile, Project, - StatusChoice, Task, QualitySettings) - -from cvat.apps.engine import quality_control as qc +from .models import CloudStorage, Data, Job, Profile, Project, StatusChoice, Task # TODO: need to log any problems reported by shutil.rmtree when the new @@ -78,38 +75,3 @@ def __delete_data_handler(instance, **kwargs): dispatch_uid=__name__ + ".delete_cloudstorage_handler") def __delete_cloudstorage_handler(instance, **kwargs): shutil.rmtree(instance.get_storage_dirname(), ignore_errors=True) - - -@receiver(post_save, sender=Job, - dispatch_uid=__name__ + ".save_job-update_quality_metrics") -@receiver(post_save, sender=Task, - dispatch_uid=__name__ + ".save_task-update_quality_metrics") -@receiver(post_save, sender=Project, - dispatch_uid=__name__ + ".save_project-update_quality_metrics") -@receiver(post_save, sender=Annotation, - dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") -def __save_job__update_quality_metrics(instance, created, **kwargs): - tasks = [] - - if isinstance(instance, Project): - tasks += list(instance.tasks.all()) - elif isinstance(instance, Task): - tasks.append(instance) - elif isinstance(instance, Job): - tasks.append(instance.segment.task) - elif isinstance(instance, Annotation): - tasks.append(instance.job.segment.task) - else: - assert False - - for task in tasks: - qc.QueueJobManager().schedule_quality_check_job(task) - - -@receiver(post_save, sender=Task, - dispatch_uid=__name__ + ".save_task-initialize_quality_settings") -def __save_task__initialize_quality_settings(instance, created, **kwargs): - # Initializes default quality settings for the task - # this is done here to make the components decoupled - if created: - QualitySettings.objects.get_or_create(task=instance) diff --git a/cvat/apps/engine/urls.py b/cvat/apps/engine/urls.py index bce714cd189e..abd3a1582f55 100644 --- a/cvat/apps/engine/urls.py +++ b/cvat/apps/engine/urls.py @@ -22,9 +22,6 @@ router.register('comments', views.CommentViewSet) router.register('labels', views.LabelViewSet) router.register('cloudstorages', views.CloudStorageViewSet) -router.register('quality_reports', views.QualityReportViewSet, basename='quality_reports') -router.register('conflicts', views.ConflictsViewSet, basename='annotation_conflicts') -router.register('quality_settings', views.QualitySettingsViewSet, basename='quality_settings') urlpatterns = [ # Entry point for a client diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index e72ebe53c26c..10fd37b17fbb 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -47,41 +47,38 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.media_extractors import get_mime from cvat.apps.engine.models import ( - AnnotationConflict, Job, JobType, Label, QualitySettings, QualityReport, - Task, Project, Issue, Data, + Job, JobType, Label, Task, Project, Issue, Data, Comment, StorageMethodChoice, StorageChoice, CloudProviderChoice, Location ) from cvat.apps.engine.models import CloudStorage as CloudStorageModel from cvat.apps.engine.serializers import ( - AboutSerializer, AnnotationConflictSerializer, AnnotationFileSerializer, BasicUserSerializer, + AboutSerializer, AnnotationFileSerializer, BasicUserSerializer, DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, FileInfoSerializer, JobReadSerializer, JobWriteSerializer, LabelSerializer, LabeledDataSerializer, - ProjectReadSerializer, ProjectWriteSerializer, QualitySettingsSerializer, + ProjectReadSerializer, ProjectWriteSerializer, RqStatusSerializer, TaskReadSerializer, TaskWriteSerializer, UserSerializer, PluginsSerializer, IssueReadSerializer, IssueWriteSerializer, CommentReadSerializer, CommentWriteSerializer, CloudStorageWriteSerializer, CloudStorageReadSerializer, DatasetFileSerializer, - ProjectFileSerializer, TaskFileSerializer, QualityReportSerializer) + ProjectFileSerializer, TaskFileSerializer) from cvat.apps.engine.view_utils import get_cloud_storage_for_import_or_export from utils.dataset_manifest import ImageManifestManager from cvat.apps.engine.utils import ( - av_scan_paths, get_server_url, process_failed_job, configure_dependent_job, + av_scan_paths, process_failed_job, configure_dependent_job, parse_exception_message, get_rq_job_meta ) from cvat.apps.engine import backup from cvat.apps.engine.mixins import PartialUpdateModelMixin, UploadMixin, AnnotationMixin, SerializeMixin from cvat.apps.engine.location import get_location_configuration, StorageType -from cvat.apps.engine import quality_control as qc -from cvat.apps.profiler import silk_profile from . import models, task from .log import slogger -from cvat.apps.iam.permissions import (AnnotationConflictPermission, CloudStoragePermission, +from cvat.apps.iam.permissions import (CloudStoragePermission, CommentPermission, IssuePermission, JobPermission, LabelPermission, - ProjectPermission, QualityReportPermission, TaskPermission, UserPermission) + ProjectPermission, TaskPermission, UserPermission) from cvat.apps.engine.cache import MediaCache from cvat.apps.events.handlers import handle_annotations_patch from cvat.apps.engine.view_utils import tus_chunk_action @@ -2227,176 +2224,6 @@ def actions(self, request, pk): return HttpResponseBadRequest(msg) -@extend_schema(tags=['conflicts']) -@extend_schema_view( - list=extend_schema( - summary='Method returns a paginated list of annotation conflicts', - parameters=[ - # These filters are implemented differently from others - OpenApiParameter('task_id', type=OpenApiTypes.INT, - description='A simple equality filter for task id'), - ], - responses={ - '200': AnnotationConflictSerializer(many=True), - }), -) -class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): - queryset = AnnotationConflict.objects.prefetch_related('report', 'annotation_ids').all() - - # NOTE: This filter works incorrectly for this view - # it requires task__organization OR project__organization check. - # Thus, we rely on permission-based filtering - iam_organization_field = None - - search_fields = [] - filter_fields = list(search_fields) + ['id', 'report_id', 'frame', 'type', 'job_id'] - simple_filters = set(filter_fields) - {'id'} - lookup_fields = { - 'report_id': 'report__id', - 'job_id': 'report__job__id', - } - ordering_fields = list(filter_fields) - ordering = 'id' - serializer_class = AnnotationConflictSerializer - - def get_queryset(self): - queryset = super().get_queryset() - - if self.action == 'list': - if task_id := self.request.GET.get('task_id', None): - # NOTE: This filter is too complex to be implemented by other means - task = Task.objects.get(id=task_id) - self.check_object_permissions(self.request, task) - queryset = queryset.filter( - Q(report__job__segment__task__id=task_id) | Q(report__task__id=task_id) - ) - else: - # In other cases permissions are checked already - perm = AnnotationConflictPermission.create_scope_list(self.request) - queryset = perm.filter(queryset) - - return queryset - - -@extend_schema(tags=['quality_reports']) -@extend_schema_view( - retrieve=extend_schema( - summary='Method returns details of a quality report', - responses={ - '200': QualityReportSerializer, - }), - list=extend_schema( - summary='Method returns a paginated list of quality_reports', - parameters=[ - # These filters are implemented differently from others - OpenApiParameter('task_id', type=OpenApiTypes.INT, - description='A simple equality filter for task id'), - OpenApiParameter('target', type=OpenApiTypes.STR, - description='A simple equality filter for target'), - ], - responses={ - '200': QualityReportSerializer(many=True), - }), -) -class QualityReportViewSet(viewsets.GenericViewSet, - mixins.ListModelMixin, mixins.RetrieveModelMixin -): - queryset = QualityReport.objects.prefetch_related( - 'job', - 'job__segment', - 'job__segment__task', - 'task', - 'task__project', - ).all() - - # NOTE: This filter works incorrectly for this view - # it requires task__organization OR project__organization check. - # Thus, we rely on permission-based filtering - iam_organization_field = None - - search_fields = [] - filter_fields = list(search_fields) + [ - 'id', 'job_id', 'created_date', - 'gt_last_updated', 'target_last_updated', 'parent_id' - ] - simple_filters = list(set(filter_fields) - { - 'id', 'created_date', 'gt_last_updated', 'target_last_updated' - }) - ordering_fields = list(filter_fields) - ordering = 'id' - - def get_serializer_class(self): - # a separate method is required for drf-spectacular to work - return QualityReportSerializer - - def get_queryset(self): - queryset = super().get_queryset() - - if self.action == 'list': - if task_id := self.request.GET.get('task_id', None): - # NOTE: This filter is too complex to be implemented by other means - task = Task.objects.get(id=task_id) - self.check_object_permissions(self.request, task) - queryset = queryset.filter(Q(job__segment__task__id=task_id) | Q(task__id=task_id)) - else: - # In other cases permissions are checked already - perm = QualityReportPermission.create_scope_list(self.request) - queryset = perm.filter(queryset) - - if target := self.request.GET.get('target', None): - if target == models.QualityReportTarget.JOB: - queryset = queryset.filter(job__isnull=False) - elif target == models.QualityReportTarget.TASK: - queryset = queryset.filter(task__isnull=False) - else: - raise ValidationError( - "Unexpected 'target' filter value '{}'. Valid values are: {}".format( - target, - ', '.join(m[0] for m in models.QualityReportTarget.choices()) - ) - ) - - return queryset - - @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) - def data(self, request, pk): - report = self.get_object() # check permissions - json_report = qc.prepare_report_for_downloading(report, host=get_server_url(request)) - return HttpResponse(json_report.encode()) - - @extend_schema(parameters=[ - OpenApiParameter('task_id', type=OpenApiTypes.INT) - ]) - @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) - @silk_profile() - def debug(self, request): - qc.QueueJobManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) - return HttpResponse({}) - - -@extend_schema(tags=['quality_settings']) -@extend_schema_view( - retrieve=extend_schema( - summary='Method returns details of a quality settings', - responses={ - '200': QualitySettingsSerializer, - }), -) -class QualitySettingsViewSet(viewsets.GenericViewSet, - mixins.RetrieveModelMixin, PartialUpdateModelMixin -): - queryset = QualitySettings.objects.select_related('task').all() - - iam_organization_field = 'task__organization' - - search_fields = [] - filter_fields = [] - ordering_fields = ['id'] - ordering = 'id' - - serializer_class = QualitySettingsSerializer - - def rq_exception_handler(rq_job, exc_type, exc_value, tb): rq_job.exc_info = "".join( traceback.format_exception_only(exc_type, exc_value)) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index f67a2e4f319c..af288df1d74d 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -18,7 +18,8 @@ from rest_framework.permissions import BasePermission from cvat.apps.organizations.models import Membership, Organization -from cvat.apps.engine.models import AnnotationConflict, CloudStorage, Label, Project, QualityReport, QualitySettings, Task, Job, Issue +from cvat.apps.engine.models import CloudStorage, Label, Project, Task, Job, Issue +from cvat.apps.quality_control.models import AnnotationConflict, QualityReport, QualitySettings from cvat.apps.webhooks.models import WebhookTypeChoice from cvat.utils.http import make_requests_session diff --git a/cvat/apps/quality_control/__init__.py b/cvat/apps/quality_control/__init__.py new file mode 100644 index 000000000000..e69de29bb2d1 diff --git a/cvat/apps/quality_control/apps.py b/cvat/apps/quality_control/apps.py new file mode 100644 index 000000000000..e558b8037255 --- /dev/null +++ b/cvat/apps/quality_control/apps.py @@ -0,0 +1,17 @@ +# Copyright (C) 2023 Intel Corporation +# +# SPDX-License-Identifier: MIT + +from django.apps import AppConfig + + +class QualityControlConfig(AppConfig): + name = 'cvat.apps.quality_control' + + def ready(self) -> None: + from . import default_settings + from django.conf import settings + + for key in dir(default_settings): + if key.isupper() and not hasattr(settings, key): + setattr(settings, key, getattr(default_settings, key)) diff --git a/cvat/apps/quality_control/default_settings.py b/cvat/apps/quality_control/default_settings.py new file mode 100644 index 000000000000..a3633ce58c0c --- /dev/null +++ b/cvat/apps/quality_control/default_settings.py @@ -0,0 +1,2 @@ +QUALITY_CHECK_JOB_DELAY = 60 * 60 +"The delay before the next quality check job is queued, in seconds" diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py new file mode 100644 index 000000000000..9b3538b552d0 --- /dev/null +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -0,0 +1,85 @@ +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + initial = True + + dependencies = [ + ('engine', '0083_move_quality_models'), + ] + + state_operations = [ + migrations.CreateModel( + name='AnnotationConflict', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('frame', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), + ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), + ], + options={ + 'db_table': 'quality_control_annotationconflict', + }, + bases=(models.Model,), + ), + migrations.CreateModel( + name='QualitySettings', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('iou_threshold', models.FloatField()), + ('oks_sigma', models.FloatField()), + ('line_thickness', models.FloatField()), + ('low_overlap_threshold', models.FloatField()), + ('oriented_lines', models.BooleanField()), + ('line_orientation_threshold', models.FloatField()), + ('compare_groups', models.BooleanField()), + ('group_match_threshold', models.FloatField()), + ('check_covered_annotations', models.BooleanField()), + ('object_visibility_threshold', models.FloatField()), + ('panoptic_comparison', models.BooleanField()), + ('compare_attributes', models.BooleanField()), + ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), + ], + options={ + 'db_table': 'quality_control_qualitysettings', + }, + bases=(models.Model,), + ), + migrations.CreateModel( + name='QualityReport', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('created_date', models.DateTimeField(auto_now_add=True)), + ('target_last_updated', models.DateTimeField()), + ('gt_last_updated', models.DateTimeField()), + ('data', models.JSONField()), + ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.job')), + ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='quality_control.qualityreport')), + ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), + ], + options={ + 'db_table': 'quality_control_qualityreport', + }, + bases=(models.Model,), + ), + migrations.CreateModel( + name='AnnotationId', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('obj_id', models.PositiveIntegerField()), + ('job_id', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), + ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='quality_control.annotationconflict')), + ], + options={ + 'db_table': 'quality_control_annotationid', + }, + bases=(models.Model,), + ), + ] + + operations = [ + migrations.SeparateDatabaseAndState(state_operations=state_operations) + ] diff --git a/cvat/apps/quality_control/migrations/__init__.py b/cvat/apps/quality_control/migrations/__init__.py new file mode 100644 index 000000000000..e69de29bb2d1 diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py new file mode 100644 index 000000000000..f3f5de2ca63d --- /dev/null +++ b/cvat/apps/quality_control/models.py @@ -0,0 +1,204 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from __future__ import annotations +from copy import deepcopy + +from enum import Enum +from typing import Any, Sequence + +from django.core.exceptions import ValidationError +from django.db import models +from django.forms.models import model_to_dict + +from cvat.apps.engine.models import Task, Job + + +class AnnotationConflictType(str, Enum): + MISSING_ANNOTATION = 'missing_annotation' + EXTRA_ANNOTATION = 'extra_annotation' + MISMATCHING_LABEL = 'mismatching_label' + LOW_OVERLAP = 'low_overlap' + MISMATCHING_DIRECTION = 'mismatching_direction' + MISMATCHING_ATTRIBUTES = 'mismatching_attributes' + MISMATCHING_GROUPS = 'mismatching_groups' + COVERED_ANNOTATION = 'covered_annotation' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + +class AnnotationConflictImportance(str, Enum): + WARNING = 'warning' + ERROR = 'error' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + +class MismatchingAnnotationKind(str, Enum): + ATTRIBUTE = 'attribute' + LABEL = 'label' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + +class QualityReportTarget(str, Enum): + JOB = 'job' + TASK = 'task' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + +class QualityReport(models.Model): + job = models.ForeignKey(Job, on_delete=models.CASCADE, + related_name='quality_reports', null=True, blank=True) + task = models.ForeignKey(Task, on_delete=models.CASCADE, + related_name='quality_reports', null=True, blank=True) + + parent = models.ForeignKey('self', on_delete=models.CASCADE, + related_name='children', null=True, blank=True) + children: Sequence[QualityReport] + + created_date = models.DateTimeField(auto_now_add=True) + target_last_updated = models.DateTimeField() + gt_last_updated = models.DateTimeField() + + data = models.JSONField() + + conflicts: Sequence[AnnotationConflict] + + @property + def target(self) -> QualityReportTarget: + if self.job: + return QualityReportTarget.JOB + elif self.task: + return QualityReportTarget.TASK + else: + assert False + + def _parse_report(self): + from cvat.apps.quality_control.quality_reports import ComparisonReport + return ComparisonReport.from_json(self.data) + + @property + def parameters(self): + report = self._parse_report() + return report.parameters + + @property + def summary(self): + report = self._parse_report() + return report.comparison_summary + + def get_task(self) -> Task: + if self.task is not None: + return self.task + else: + return self.job.segment.task + + def get_json_report(self) -> str: + return self.data + + def clean(self): + if not (self.job is not None) ^ (self.task is not None): + raise ValidationError("One of the 'job' and 'task' fields must be set") + + +class AnnotationConflict(models.Model): + report = models.ForeignKey(QualityReport, + on_delete=models.CASCADE, related_name='conflicts') + frame = models.PositiveIntegerField() + type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) + importance = models.CharField(max_length=32, choices=AnnotationConflictImportance.choices()) + + annotation_ids: Sequence[AnnotationId] + + +class AnnotationType(str, Enum): + TAG = 'tag' + TRACK = 'track' + RECTANGLE = 'rectangle' + POLYGON = 'polygon' + POLYLINE = 'polyline' + POINTS = 'points' + ELLIPSE = 'ellipse' + CUBOID = 'cuboid' + MASK = 'mask' + SKELETON = 'skeleton' + + def __str__(self) -> str: + return self.value + + @classmethod + def choices(cls): + return tuple((x.value, x.name) for x in cls) + + +class AnnotationId(models.Model): + conflict = models.ForeignKey(AnnotationConflict, + on_delete=models.CASCADE, related_name='annotation_ids') + + obj_id = models.PositiveIntegerField() + job_id = models.PositiveIntegerField() + type = models.CharField(max_length=32, choices=AnnotationType.choices()) + + +class QualitySettings(models.Model): + task = models.OneToOneField(Task, + on_delete=models.CASCADE, related_name='quality_settings' + ) + + iou_threshold = models.FloatField() + oks_sigma = models.FloatField() + line_thickness = models.FloatField() + + low_overlap_threshold = models.FloatField() + + oriented_lines = models.BooleanField() + line_orientation_threshold = models.FloatField() + + compare_groups = models.BooleanField() + group_match_threshold = models.FloatField() + + check_covered_annotations = models.BooleanField() + object_visibility_threshold = models.FloatField() + + panoptic_comparison = models.BooleanField() + + compare_attributes = models.BooleanField() + + def __init__(self, *args: Any, **kwargs: Any) -> None: + params = deepcopy(self.get_defaults()) + params.update(kwargs) + super().__init__(*args, **params) + + @classmethod + def get_defaults(cls) -> dict: + import cvat.apps.quality_control.quality_reports as qc + default_settings = qc.DatasetComparator.DEFAULT_SETTINGS.to_dict() + + existing_fields = {f.name for f in cls._meta.fields} + return {k: v for k, v in default_settings.items() if k in existing_fields} + + def to_dict(self): + return model_to_dict(self) diff --git a/cvat/apps/engine/quality_control.py b/cvat/apps/quality_control/quality_reports.py similarity index 97% rename from cvat/apps/engine/quality_control.py rename to cvat/apps/quality_control/quality_reports.py index 59dc924d3bc4..a2584583cd39 100644 --- a/cvat/apps/engine/quality_control.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -3,6 +3,7 @@ # SPDX-License-Identifier: MIT from __future__ import annotations + from copy import deepcopy from datetime import timedelta from functools import cached_property, partial @@ -14,8 +15,8 @@ from attrs import asdict, define, fields_dict, has as is_attrs_type import datumaro as dm import datumaro.util.mask_tools -from django.conf import settings from django.db import transaction +from django.conf import settings from django.utils import timezone from scipy.optimize import linear_sum_assignment import django_rq @@ -26,9 +27,14 @@ GetCVATDataExtractor, JobData, match_dm_item) from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env -from cvat.apps.engine import models -from cvat.apps.engine.models import (AnnotationConflictImportance, - AnnotationConflictType, AnnotationType, ShapeType) + +from cvat.apps.engine.models import Job, JobType, ShapeType, Task + +from cvat.apps.quality_control.models import ( + AnnotationConflictImportance, AnnotationConflictType, AnnotationType, +) +from cvat.apps.quality_control import models + from cvat.apps.profiler import silk_profile from datumaro.util import dump_json, parse_json @@ -482,6 +488,8 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: def to_json(self, *args, **kwargs) -> str: d = self.to_dict(*args, **kwargs) + + # String keys are needed for json dumping d["frame_results"] = {str(k): v for k, v in d['frame_results'].items()} return dump_json(d, indent=True, append_newline=True).decode() @@ -2006,31 +2014,34 @@ def generate_report(self) -> ComparisonReport: ) -class QueueJobManager: - TASK_QUALITY_CHECK_JOB_DELAY = timedelta(seconds=5) # TODO: 1h +class ReportUpdateManager: _QUEUE_JOB_PREFIX = "update-quality-metrics-task-" + @classmethod + def _get_quality_check_job_delay(cls) -> timedelta: + return timedelta(seconds=settings.QUALITY_CHECK_JOB_DELAY) + def _get_scheduler(self): return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) - def _make_queue_job_prefix(self, task: models.Task) -> str: + def _make_queue_job_prefix(self, task: Task) -> str: return f'{self._QUEUE_JOB_PREFIX}{task.id}-' - def _make_initial_queue_job_id(self, task: models.Task) -> str: + def _make_initial_queue_job_id(self, task: Task) -> str: return f'{self._make_queue_job_prefix(task)}initial' - def _make_regular_queue_job_id(self, task: models.Task, start_time: timezone.datetime) -> str: + def _make_regular_queue_job_id(self, task: Task, start_time: timezone.datetime) -> str: return f'{self._make_queue_job_prefix(task)}{start_time.timestamp()}' @classmethod - def _get_last_report_time(cls, task: models.Task) -> Optional[timezone.datetime]: + def _get_last_report_time(cls, task: Task) -> Optional[timezone.datetime]: report = models.QualityReport.objects.filter(task=task).order_by('-created_date').first() if report: return report.created_date return None def _find_next_job_id( - self, existing_job_ids: Sequence[str], task: models.Task, *, now: timezone.datetime + self, existing_job_ids: Sequence[str], task: Task, *, now: timezone.datetime ) -> str: job_id_prefix = self._make_queue_job_prefix(task) @@ -2057,16 +2068,17 @@ def _get_timestamp(job_id: str) -> timezone.datetime: queue_job_id = max_job_id else: # Add an updating job in the queue in the next time frame + delay = self._get_quality_check_job_delay() intervals = max( 1, - 1 + (now - last_update_time) // self.TASK_QUALITY_CHECK_JOB_DELAY + 1 + (now - last_update_time) // delay ) - next_update_time = last_update_time + self.TASK_QUALITY_CHECK_JOB_DELAY * intervals + next_update_time = last_update_time + delay * intervals queue_job_id = self._make_regular_queue_job_id(task, next_update_time) return queue_job_id - def schedule_quality_check_job(self, task: models.Task): + def schedule_quality_check_job(self, task: Task): # This function schedules a report computing job in the queue # The queue work algorithm is lock-free. It should keep the following properties: # - job names are stable between potential writers @@ -2078,16 +2090,17 @@ def schedule_quality_check_job(self, task: models.Task): return now = timezone.now() + delay = self._get_quality_check_job_delay() + next_job_time = now.utcnow() + delay + scheduler = self._get_scheduler() - existing_job_ids = set(j.id for j in scheduler.get_jobs( - until=now.utcnow() + self.TASK_QUALITY_CHECK_JOB_DELAY - )) + existing_job_ids = set(j.id for j in scheduler.get_jobs(until=next_job_time)) queue_job_id = self._find_next_job_id(existing_job_ids, task, now=now) if queue_job_id not in existing_job_ids: scheduler.enqueue_at( - now.utcnow() + self.TASK_QUALITY_CHECK_JOB_DELAY, + next_job_time, self._update_task_quality_metrics, task_id=task.id, job_id=queue_job_id, @@ -2099,18 +2112,18 @@ def _update_task_quality_metrics(cls, *, task_id: int): with transaction.atomic(): # The task could have been deleted during scheduling try: - task = models.Task.objects.select_related('data').get(id=task_id) - except models.Task.DoesNotExist: + task = Task.objects.select_related('data').get(id=task_id) + except Task.DoesNotExist: return # Try to use shared queryset to minimize DB requests - job_queryset = models.Job.objects.prefetch_related('segment') + job_queryset = Job.objects.prefetch_related('segment') job_queryset = JobDataProvider.add_prefetch_info(job_queryset) job_queryset = job_queryset.filter(segment__task_id=task_id).all() # The GT job could have been removed during scheduling, so we need to check it exists - gt_job: models.Job = next( - (job for job in job_queryset if job.type == models.JobType.GROUND_TRUTH), + gt_job: Job = next( + (job for job in job_queryset if job.type == JobType.GROUND_TRUTH), None ) if gt_job is None: @@ -2128,10 +2141,10 @@ def _update_task_quality_metrics(cls, *, task_id: int): gt_job_data_provider = JobDataProvider(gt_job.id, queryset=job_queryset) gt_job_frames = gt_job_data_provider.job_data.get_included_frames() - jobs: List[models.Job] = [ + jobs: List[Job] = [ j for j in job_queryset - if j.type == models.JobType.ANNOTATION + if j.type == JobType.ANNOTATION ] job_data_providers = { job.id: JobDataProvider(job.id, queryset=job_queryset, @@ -2152,10 +2165,55 @@ def _update_task_quality_metrics(cls, *, task_id: int): # Release resources del job_data_provider.dm_dataset + task_comparison_report = cls._compute_task_report(task, job_comparison_reports) + + with transaction.atomic(): + # The task could have been deleted during processing + try: + Task.objects.get(id=task_id) + except Task.DoesNotExist: + return + + last_report_time = cls._get_last_report_time(task) + if (last_report_time + and timezone.now() < last_report_time + cls._get_quality_check_job_delay() + ): + # Discard this report as it has probably been computed in parallel + # with another one + return + + job_quality_reports = {} + for job in jobs: + job_comparison_report = job_comparison_reports[job.id] + job_report = dict( + job=job, + target_last_updated=job.updated_date, + gt_last_updated=gt_job.updated_date, + data=job_comparison_report.to_json(), + conflicts=[c.to_dict() for c in job_comparison_report.conflicts], + ) + + job_quality_reports[job.id] = job_report + + cls._save_reports( + task_report=dict( + task=task, + target_last_updated=task.updated_date, + gt_last_updated=gt_job.updated_date, + data=task_comparison_report.to_json(), + conflicts=[], # the task doesn't have own conflicts + ), + job_reports=list(job_quality_reports.values()) + ) + + @classmethod + def _compute_task_report( + cls, task: Task, job_reports: Dict[int, ComparisonReport] + ) -> ComparisonReport: # The task dataset can be different from any jobs' dataset because of frame overlaps # between jobs, from which annotations are merged to get the task annotations. # Thus, a separate report could be computed for the task. Instead, here we only - # compute combined summary for job reports. + # compute the combined summary of the job reports. task_intersection_frames = set() task_conflicts = [] task_annotations_summary = None @@ -2163,7 +2221,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): task_mean_shape_ious = [] task_frame_results = {} task_frame_results_counts = {} - for r in job_comparison_reports.values(): + for r in job_reports.values(): task_intersection_frames.update(r.comparison_summary.frames) task_conflicts.extend(r.conflicts) @@ -2206,7 +2264,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): task_ann_components_summary.shape.mean_iou = np.mean(task_mean_shape_ious) task_report_data = ComparisonReport( - parameters=next(iter(job_comparison_reports.values())).parameters, + parameters=next(iter(job_reports.values())).parameters, comparison_summary=ComparisonReportComparisonSummary( frame_share_percent=len(task_intersection_frames) / (task.data.size or 1), @@ -2229,48 +2287,10 @@ def _update_task_quality_metrics(cls, *, task_id: int): frame_results=task_frame_results, ) - with transaction.atomic(): - # The task could have been deleted during processing - try: - models.Task.objects.get(id=task_id) - except models.Task.DoesNotExist: - return - - last_report_time = cls._get_last_report_time(task) - if (last_report_time - and timezone.now() < last_report_time + cls.TASK_QUALITY_CHECK_JOB_DELAY - ): - # Discard this report as it has probably been computed in parallel - # with another one - return - - job_quality_reports = {} - for job in jobs: - job_comparison_report = job_comparison_reports[job.id] - job_report = dict( - job=job, - target_last_updated=job.updated_date, - gt_last_updated=gt_job.updated_date, - data=job_comparison_report.to_json(), - conflicts=[c.to_dict() for c in job_comparison_report.conflicts], - ) - - job_quality_reports[job.id] = job_report - - cls._save_reports( - task_report=dict( - task=task, - target_last_updated=task.updated_date, - gt_last_updated=gt_job.updated_date, - data=task_report_data.to_json(), - conflicts=[], # the task doesn't have own conflicts - ), - job_reports=list(job_quality_reports.values()) - ) - + return task_report_data @classmethod - def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: + def _save_reports(cls, *, task_report: Dict, job_reports: List[Dict]) -> models.QualityReport: # TODO: add validation (e.g. ann id count for different types of conflicts) db_task_report = models.QualityReport( @@ -2336,16 +2356,17 @@ def _save_reports(cls, *, task_report, job_reports) -> models.QualityReport: ) @classmethod - def _get_task_quality_params(cls, task: models.Task) -> Optional[ComparisonParameters]: + def _get_task_quality_params(cls, task: Task) -> Optional[ComparisonParameters]: quality_params, _ = models.QualitySettings.objects.get_or_create(task=task) return ComparisonParameters.from_dict(quality_params.to_dict()) def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str) -> str: + # Decorate the report with conflicting annotation links like: + # /tasks/62/jobs/82?frame=250&type=shape&serverID=33741 + comparison_report = ComparisonReport.from_json(db_report.get_json_report()) - # Decorate report with conflicting annotation links like: - # /tasks/62/jobs/82?frame=250&type=shape&serverID=33741 serialized_data = comparison_report.to_dict() task_id = db_report.task.id @@ -2364,6 +2385,7 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str f"&serverID={ann_id['obj_id']}" ) + # String keys are needed for json dumping serialized_data["frame_results"] = { str(k): v for k, v in serialized_data['frame_results'].items() } diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py new file mode 100644 index 000000000000..4c9d4eba87bd --- /dev/null +++ b/cvat/apps/quality_control/serializers.py @@ -0,0 +1,94 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from rest_framework import serializers + +from cvat.apps.quality_control import models + + +class AnnotationIdSerializer(serializers.ModelSerializer): + class Meta: + model = models.AnnotationId + fields = ('obj_id', 'job_id', 'type') + read_only_fields = fields + + +class AnnotationConflictSerializer(serializers.ModelSerializer): + annotation_ids = AnnotationIdSerializer(many=True) + + class Meta: + model = models.AnnotationConflict + fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id', 'importance') + read_only_fields = fields + + +class QualityReportSummarySerializer(serializers.Serializer): + frame_count = serializers.IntegerField() + frame_share_percent = serializers.FloatField() + conflict_count = serializers.IntegerField() + warning_count = serializers.IntegerField() + error_count = serializers.IntegerField() + + # This set is enough for basic characteristics, such as + # DS_unmatched, GT_unmatched, accuracy, precision and recall + valid_count = serializers.IntegerField(source='annotations.valid_count') + ds_count = serializers.IntegerField(source='annotations.ds_count') + gt_count = serializers.IntegerField(source='annotations.gt_count') + + +class QualityReportParametersSerializer(serializers.Serializer): + iou_threshold = serializers.FloatField() + + +class QualityReportSerializer(serializers.ModelSerializer): + target = serializers.ChoiceField(models.QualityReportTarget.choices()) + summary = QualityReportSummarySerializer() + parameters = QualityReportParametersSerializer() + + class Meta: + model = models.QualityReport + fields = ('id', 'job_id', 'task_id', 'parent_id', 'target', 'summary', 'parameters', + 'created_date', 'target_last_updated', 'gt_last_updated', + ) + read_only_fields = fields + + +class QualitySettingsSerializer(serializers.ModelSerializer): + class Meta: + model = models.QualitySettings + fields = ( + 'task', + + 'iou_threshold', + 'oks_sigma', + 'line_thickness', + + 'low_overlap_threshold', + + 'oriented_lines', + 'line_orientation_threshold', + + 'compare_groups', + 'group_match_threshold', + + 'check_covered_annotations', + 'object_visibility_threshold', + + 'panoptic_comparison', + + 'compare_attributes', + ) + read_only_fields = ('task', ) + extra_kwargs = { + k: {'required': False} + for k in fields + } + + def validate(self, attrs): + for k, v in attrs.items(): + if k.endswith('_threshold') or k in ['oks_sigma', 'line_thickness']: + if not 0 <= v <= 1: + raise serializers.ValidationError(f"{k} must be in the range [0; 1]") + + return super().validate(attrs) diff --git a/cvat/apps/quality_control/signals.py b/cvat/apps/quality_control/signals.py new file mode 100644 index 000000000000..912a9fa15ddf --- /dev/null +++ b/cvat/apps/quality_control/signals.py @@ -0,0 +1,46 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from django.db.models.signals import post_save +from django.dispatch import receiver + +from cvat.apps.engine.models import Annotation, Job, Project, Task + +from cvat.apps.quality_control import quality_reports as qc +from cvat.apps.quality_control.models import QualitySettings + + +@receiver(post_save, sender=Job, + dispatch_uid=__name__ + ".save_job-update_quality_metrics") +@receiver(post_save, sender=Task, + dispatch_uid=__name__ + ".save_task-update_quality_metrics") +@receiver(post_save, sender=Project, + dispatch_uid=__name__ + ".save_project-update_quality_metrics") +@receiver(post_save, sender=Annotation, + dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") +def __save_job__update_quality_metrics(instance, created, **kwargs): + tasks = [] + + if isinstance(instance, Project): + tasks += list(instance.tasks.all()) + elif isinstance(instance, Task): + tasks.append(instance) + elif isinstance(instance, Job): + tasks.append(instance.segment.task) + elif isinstance(instance, Annotation): + tasks.append(instance.job.segment.task) + else: + assert False + + for task in tasks: + qc.ReportUpdateManager().schedule_quality_check_job(task) + + +@receiver(post_save, sender=Task, + dispatch_uid=__name__ + ".save_task-initialize_quality_settings") +def __save_task__initialize_quality_settings(instance, created, **kwargs): + # Initializes default quality settings for the task + # this is done here to make the components decoupled + if created: + QualitySettings.objects.get_or_create(task=instance) diff --git a/cvat/apps/quality_control/urls.py b/cvat/apps/quality_control/urls.py new file mode 100644 index 000000000000..67bc555166fc --- /dev/null +++ b/cvat/apps/quality_control/urls.py @@ -0,0 +1,20 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from django.urls import path, include + +from rest_framework import routers + +from cvat.apps.quality_control import views + + +router = routers.DefaultRouter(trailing_slash=False) +router.register('reports', views.QualityReportViewSet, basename='quality_reports') +router.register('conflicts', views.ConflictsViewSet, basename='annotation_conflicts') +router.register('settings', views.QualitySettingsViewSet, basename='quality_settings') + +urlpatterns = [ + # entry point for API + path('quality/', include(router.urls)), +] diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py new file mode 100644 index 000000000000..4ca05a2f9604 --- /dev/null +++ b/cvat/apps/quality_control/views.py @@ -0,0 +1,200 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from django.http import HttpResponse +from django.db.models import Q + +from drf_spectacular.types import OpenApiTypes +from drf_spectacular.utils import OpenApiParameter, extend_schema_view, extend_schema + +from rest_framework import mixins, viewsets +from rest_framework.decorators import action +from rest_framework.exceptions import ValidationError + +from cvat.apps.engine.models import Task +from cvat.apps.engine.mixins import PartialUpdateModelMixin +from cvat.apps.engine.utils import get_server_url + +from cvat.apps.quality_control import quality_reports as qc +from cvat.apps.quality_control.models import ( + AnnotationConflict, QualityReportTarget, QualitySettings, QualityReport +) +from cvat.apps.quality_control.serializers import ( + AnnotationConflictSerializer, QualitySettingsSerializer, QualityReportSerializer +) + +from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission + +from cvat.apps.profiler import silk_profile + + +@extend_schema(tags=['conflicts']) +@extend_schema_view( + list=extend_schema( + summary='Method returns a paginated list of annotation conflicts', + parameters=[ + # These filters are implemented differently from others + OpenApiParameter('task_id', type=OpenApiTypes.INT, + description='A simple equality filter for task id'), + ], + responses={ + '200': AnnotationConflictSerializer(many=True), + }), +) +class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): + queryset = AnnotationConflict.objects.prefetch_related('report', 'annotation_ids').all() + + # NOTE: This filter works incorrectly for this view + # it requires task__organization OR project__organization check. + # Thus, we rely on permission-based filtering + iam_organization_field = None + + search_fields = [] + filter_fields = list(search_fields) + ['id', 'report_id', 'frame', 'type', 'job_id'] + simple_filters = set(filter_fields) - {'id'} + lookup_fields = { + 'report_id': 'report__id', + 'job_id': 'report__job__id', + } + ordering_fields = list(filter_fields) + ordering = 'id' + serializer_class = AnnotationConflictSerializer + + def get_queryset(self): + queryset = super().get_queryset() + + if self.action == 'list': + if task_id := self.request.GET.get('task_id', None): + # NOTE: This filter is too complex to be implemented by other means + task = Task.objects.get(id=task_id) + self.check_object_permissions(self.request, task) + queryset = queryset.filter( + Q(report__job__segment__task__id=task_id) | Q(report__task__id=task_id) + ) + else: + # In other cases permissions are checked already + perm = AnnotationConflictPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) + + return queryset + + +@extend_schema(tags=['reports']) +@extend_schema_view( + retrieve=extend_schema( + summary='Method returns details of a quality report', + responses={ + '200': QualityReportSerializer, + }), + list=extend_schema( + summary='Method returns a paginated list of quality reports', + parameters=[ + # These filters are implemented differently from others + OpenApiParameter('task_id', type=OpenApiTypes.INT, + description='A simple equality filter for task id'), + OpenApiParameter('target', type=OpenApiTypes.STR, + description='A simple equality filter for target'), + ], + responses={ + '200': QualityReportSerializer(many=True), + }), +) +class QualityReportViewSet(viewsets.GenericViewSet, + mixins.ListModelMixin, mixins.RetrieveModelMixin +): + queryset = QualityReport.objects.prefetch_related( + 'job', + 'job__segment', + 'job__segment__task', + 'task', + 'task__project', + ).all() + + # NOTE: This filter works incorrectly for this view + # it requires task__organization OR project__organization check. + # Thus, we rely on permission-based filtering + iam_organization_field = None + + search_fields = [] + filter_fields = list(search_fields) + [ + 'id', 'job_id', 'created_date', + 'gt_last_updated', 'target_last_updated', 'parent_id' + ] + simple_filters = list(set(filter_fields) - { + 'id', 'created_date', 'gt_last_updated', 'target_last_updated' + }) + ordering_fields = list(filter_fields) + ordering = 'id' + + def get_serializer_class(self): + # a separate method is required for drf-spectacular to work + return QualityReportSerializer + + def get_queryset(self): + queryset = super().get_queryset() + + if self.action == 'list': + if task_id := self.request.GET.get('task_id', None): + # NOTE: This filter is too complex to be implemented by other means + task = Task.objects.get(id=task_id) + self.check_object_permissions(self.request, task) + queryset = queryset.filter(Q(job__segment__task__id=task_id) | Q(task__id=task_id)) + else: + # In other cases permissions are checked already + perm = QualityReportPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) + + if target := self.request.GET.get('target', None): + if target == QualityReportTarget.JOB: + queryset = queryset.filter(job__isnull=False) + elif target == QualityReportTarget.TASK: + queryset = queryset.filter(task__isnull=False) + else: + raise ValidationError( + "Unexpected 'target' filter value '{}'. Valid values are: {}".format( + target, + ', '.join(m[0] for m in QualityReportTarget.choices()) + ) + ) + + return queryset + + @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) + def data(self, request, pk): + report = self.get_object() # check permissions + json_report = qc.prepare_report_for_downloading(report, host=get_server_url(request)) + return HttpResponse(json_report.encode()) + + # TODO: remove + @extend_schema(parameters=[ + OpenApiParameter('task_id', type=OpenApiTypes.INT) + ]) + @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) + @silk_profile() + def debug(self, request): + qc.ReportUpdateManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) + return HttpResponse({}) + + +@extend_schema(tags=['settings']) +@extend_schema_view( + retrieve=extend_schema( + summary='Method returns details of a quality settings', + responses={ + '200': QualitySettingsSerializer, + }), +) +class QualitySettingsViewSet(viewsets.GenericViewSet, + mixins.RetrieveModelMixin, PartialUpdateModelMixin +): + queryset = QualitySettings.objects.select_related('task').all() + + iam_organization_field = 'task__organization' + + search_fields = [] + filter_fields = [] + ordering_fields = ['id'] + ordering = 'id' + + serializer_class = QualitySettingsSerializer diff --git a/cvat/schema.yml b/cvat/schema.yml index 30bb4a58fe44..f9eede1c71c5 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -1114,106 +1114,6 @@ paths: responses: '204': description: The comment has been deleted - /api/conflicts: - get: - operationId: conflicts_list - summary: Method returns a paginated list of annotation conflicts - parameters: - - in: header - name: X-Organization - schema: - type: string - - name: filter - required: false - in: query - description: 'A filter term. Available filter_fields: [''id'', ''report_id'', - ''frame'', ''type'', ''job_id'']' - schema: - type: string - - name: frame - in: query - description: A simple equality filter for the frame field - schema: - type: integer - - name: job_id - in: query - description: A simple equality filter for the job_id field - schema: - type: integer - - in: query - name: org - schema: - type: string - description: Organization unique slug - - in: query - name: org_id - schema: - type: integer - description: Organization identifier - - name: page - required: false - in: query - description: A page number within the paginated result set. - schema: - type: integer - - name: page_size - required: false - in: query - description: Number of results to return per page. - schema: - type: integer - - name: report_id - in: query - description: A simple equality filter for the report_id field - schema: - type: integer - - name: search - required: false - in: query - description: 'A search term. Available search_fields: []' - schema: - type: string - - name: sort - required: false - in: query - description: 'Which field to use when ordering the results. Available ordering_fields: - [''id'', ''report_id'', ''frame'', ''type'', ''job_id'']' - schema: - type: string - - in: query - name: task_id - schema: - type: integer - description: A simple equality filter for task id - - name: type - in: query - description: A simple equality filter for the type field - schema: - type: string - enum: - - missing_annotation - - extra_annotation - - mismatching_label - - low_overlap - - mismatching_direction - - mismatching_attributes - - mismatching_groups - - covered_annotation - tags: - - conflicts - security: - - sessionAuth: [] - csrfAuth: [] - tokenAuth: [] - - signatureAuth: [] - - basicAuth: [] - responses: - '200': - content: - application/vnd.cvat+json: - schema: - $ref: '#/components/schemas/PaginatedAnnotationConflictList' - description: '' /api/events: get: operationId: events_list @@ -1936,7 +1836,7 @@ paths: schema: type: string enum: - - normal + - annotation - ground_truth tags: - jobs @@ -4261,10 +4161,110 @@ paths: description: The project has been imported '202': description: Importing a backup file has been started - /api/quality_reports: + /api/quality/conflicts: get: - operationId: quality_reports_list - summary: Method returns a paginated list of quality_reports + operationId: quality_list_conflicts + summary: Method returns a paginated list of annotation conflicts + parameters: + - in: header + name: X-Organization + schema: + type: string + - name: filter + required: false + in: query + description: 'A filter term. Available filter_fields: [''id'', ''report_id'', + ''frame'', ''type'', ''job_id'']' + schema: + type: string + - name: frame + in: query + description: A simple equality filter for the frame field + schema: + type: integer + - name: job_id + in: query + description: A simple equality filter for the job_id field + schema: + type: integer + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + - name: page + required: false + in: query + description: A page number within the paginated result set. + schema: + type: integer + - name: page_size + required: false + in: query + description: Number of results to return per page. + schema: + type: integer + - name: report_id + in: query + description: A simple equality filter for the report_id field + schema: + type: integer + - name: search + required: false + in: query + description: 'A search term. Available search_fields: []' + schema: + type: string + - name: sort + required: false + in: query + description: 'Which field to use when ordering the results. Available ordering_fields: + [''id'', ''report_id'', ''frame'', ''type'', ''job_id'']' + schema: + type: string + - in: query + name: task_id + schema: + type: integer + description: A simple equality filter for task id + - name: type + in: query + description: A simple equality filter for the type field + schema: + type: string + enum: + - missing_annotation + - extra_annotation + - mismatching_label + - low_overlap + - mismatching_direction + - mismatching_attributes + - mismatching_groups + - covered_annotation + tags: + - conflicts + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/PaginatedAnnotationConflictList' + description: '' + /api/quality/reports: + get: + operationId: quality_list_reports + summary: Method returns a paginated list of quality reports parameters: - in: header name: X-Organization @@ -4334,7 +4334,7 @@ paths: type: integer description: A simple equality filter for task id tags: - - quality_reports + - reports security: - sessionAuth: [] csrfAuth: [] @@ -4348,9 +4348,9 @@ paths: schema: $ref: '#/components/schemas/PaginatedQualityReportList' description: '' - /api/quality_reports/{id}: + /api/quality/reports/{id}: get: - operationId: quality_reports_retrieve + operationId: quality_retrieve_reports summary: Method returns details of a quality report parameters: - in: header @@ -4374,7 +4374,7 @@ paths: type: integer description: Organization identifier tags: - - quality_reports + - reports security: - sessionAuth: [] csrfAuth: [] @@ -4388,9 +4388,9 @@ paths: schema: $ref: '#/components/schemas/QualityReport' description: '' - /api/quality_reports/{id}/data: + /api/quality/reports/{id}/data: get: - operationId: quality_reports_retrieve_data + operationId: quality_retrieve_reports_data parameters: - in: header name: X-Organization @@ -4413,7 +4413,7 @@ paths: type: integer description: Organization identifier tags: - - quality_reports + - reports security: - sessionAuth: [] csrfAuth: [] @@ -4427,9 +4427,9 @@ paths: schema: $ref: '#/components/schemas/QualityReport' description: '' - /api/quality_reports/debug: + /api/quality/reports/debug: get: - operationId: quality_reports_retrieve_debug + operationId: quality_retrieve_reports_debug parameters: - in: header name: X-Organization @@ -4450,7 +4450,7 @@ paths: schema: type: integer tags: - - quality_reports + - reports security: - sessionAuth: [] csrfAuth: [] @@ -4464,9 +4464,9 @@ paths: schema: $ref: '#/components/schemas/QualityReport' description: '' - /api/quality_settings/{id}: + /api/quality/settings/{id}: get: - operationId: quality_settings_retrieve + operationId: quality_retrieve_settings summary: Method returns details of a quality settings parameters: - in: header @@ -4490,7 +4490,7 @@ paths: type: integer description: Organization identifier tags: - - quality_settings + - settings security: - sessionAuth: [] csrfAuth: [] @@ -4505,7 +4505,7 @@ paths: $ref: '#/components/schemas/QualitySettings' description: '' patch: - operationId: quality_settings_partial_update + operationId: quality_partial_update_settings parameters: - in: header name: X-Organization @@ -4528,7 +4528,7 @@ paths: type: integer description: Organization identifier tags: - - quality_settings + - settings requestBody: content: application/json: @@ -7787,7 +7787,7 @@ components: type: string JobType: enum: - - normal + - annotation - ground_truth type: string JobWriteRequest: diff --git a/cvat/settings/base.py b/cvat/settings/base.py index 824cd87c47e9..0ebd0da97e00 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -140,6 +140,7 @@ def add_ssh_keys(): 'cvat.apps.webhooks', 'cvat.apps.health', 'cvat.apps.events', + 'cvat.apps.quality_control', ] SITE_ID = 1 @@ -622,7 +623,7 @@ class CVAT_QUEUES(Enum): 'JobStatus': 'cvat.apps.engine.models.StatusChoice', 'JobStage': 'cvat.apps.engine.models.StageChoice', 'JobType': 'cvat.apps.engine.models.JobType', - 'QualityReportTarget': 'cvat.apps.engine.models.QualityReportTarget', + 'QualityReportTarget': 'cvat.apps.quality_control.models.QualityReportTarget', 'StorageType': 'cvat.apps.engine.models.StorageChoice', 'SortingMethod': 'cvat.apps.engine.models.SortingMethod', 'WebhookType': 'cvat.apps.webhooks.models.WebhookTypeChoice', diff --git a/cvat/settings/development.py b/cvat/settings/development.py index 350c3628d33b..43e6b1a14818 100644 --- a/cvat/settings/development.py +++ b/cvat/settings/development.py @@ -61,3 +61,5 @@ # Database # https://docs.djangoproject.com/en/3.2/ref/settings/#databases DATABASES['default']['HOST'] = os.getenv('CVAT_POSTGRES_HOST', 'localhost') + +QUALITY_CHECK_JOB_DELAY = 5 diff --git a/cvat/urls.py b/cvat/urls.py index 214b14bae63a..df95a399c3f8 100644 --- a/cvat/urls.py +++ b/cvat/urls.py @@ -46,6 +46,9 @@ if apps.is_installed('cvat.apps.webhooks'): urlpatterns.append(path('api/', include('cvat.apps.webhooks.urls'))) +if apps.is_installed('cvat.apps.quality_control'): + urlpatterns.append(path('api/', include('cvat.apps.quality_control.urls'))) + if apps.is_installed('silk'): urlpatterns.append(path('profiler/', include('silk.urls'))) From 6f932001c9f8480d358020d0c623a2d7843369f8 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 16 May 2023 18:54:21 +0300 Subject: [PATCH 113/257] Add an option to set quality check delay via env vars --- cvat/apps/quality_control/apps.py | 3 +++ cvat/apps/quality_control/default_settings.py | 8 +++++++- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/apps.py b/cvat/apps/quality_control/apps.py index e558b8037255..e348d15a1572 100644 --- a/cvat/apps/quality_control/apps.py +++ b/cvat/apps/quality_control/apps.py @@ -15,3 +15,6 @@ def ready(self) -> None: for key in dir(default_settings): if key.isupper() and not hasattr(settings, key): setattr(settings, key, getattr(default_settings, key)) + + # Required to define signals in the application + from . import signals # pylint: disable=unused-import diff --git a/cvat/apps/quality_control/default_settings.py b/cvat/apps/quality_control/default_settings.py index a3633ce58c0c..0765a24cad27 100644 --- a/cvat/apps/quality_control/default_settings.py +++ b/cvat/apps/quality_control/default_settings.py @@ -1,2 +1,8 @@ -QUALITY_CHECK_JOB_DELAY = 60 * 60 +# Copyright (C) 2023 Intel Corporation +# +# SPDX-License-Identifier: MIT + +import os + +QUALITY_CHECK_JOB_DELAY = int(os.getenv('CVAT_QUALITY_CHECK_JOB_DELAY', 15 * 60)) "The delay before the next quality check job is queued, in seconds" From 2f4a1381d25482ceaada27dbe941dc753f54c924 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 16 May 2023 19:07:54 +0300 Subject: [PATCH 114/257] Refactor rqscheduler script and fix pylint --- cvat/apps/dataset_manager/bindings.py | 8 +++- rqscheduler.py | 67 +++------------------------ 2 files changed, 13 insertions(+), 62 deletions(-) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 1d5f3e3ca9f3..19c35d1dc1e3 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -1354,7 +1354,9 @@ def __init__( dimension: DimensionType = DimensionType.DIM_2D, **kwargs ): - super().__init__(media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud) + dm.SourceExtractor.__init__( + self, media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud + ) CVATDataExtractorMixin.__init__(self, **kwargs) instance_meta = instance_data.meta[instance_data.META_FIELD] @@ -1462,7 +1464,9 @@ def __init__( dimension: DimensionType = DimensionType.DIM_2D, **kwargs ): - super().__init__(media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud) + dm.Extractor.__init__( + self, media_type=dm.Image if dimension == DimensionType.DIM_2D else PointCloud + ) CVATDataExtractorMixin.__init__(self, **kwargs) self._categories = self._load_categories(project_data.meta[project_data.META_FIELD]['labels']) diff --git a/rqscheduler.py b/rqscheduler.py index ef0767b998c1..91cd49cc515c 100644 --- a/rqscheduler.py +++ b/rqscheduler.py @@ -1,66 +1,13 @@ #!/usr/bin/env python -import argparse -import sys -import os +# This script adds access to the Django env and settings in the default rqscheduler +# implementation. This is required for correct work with CVAT queue settings and +# their access options such as login and password. -from cvat.wsgi import application +# Required to initialize Django settings correctly +from cvat.wsgi import application # pylint: disable=unused-import -from redis import Redis -from rq_scheduler.scheduler import Scheduler - -from rq_scheduler.utils import setup_loghandlers - - -def main(): - parser = argparse.ArgumentParser(description='Runs RQ scheduler') - parser.add_argument('-b', '--burst', action='store_true', default=False, help='Run in burst mode (quit after all work is done)') - parser.add_argument('-H', '--host', default=os.environ.get('RQ_REDIS_HOST', 'localhost'), help="Redis host") - parser.add_argument('-p', '--port', default=int(os.environ.get('RQ_REDIS_PORT', 6379)), type=int, help="Redis port number") - parser.add_argument('-d', '--db', default=int(os.environ.get('RQ_REDIS_DB', 0)), type=int, help="Redis database") - parser.add_argument('-P', '--password', default=os.environ.get('RQ_REDIS_PASSWORD'), help="Redis password") - parser.add_argument('--verbose', '-v', action='store_true', default=False, help='Show more output') - parser.add_argument('--quiet', action='store_true', default=False, help='Show less output') - parser.add_argument('--url', '-u', default=os.environ.get('RQ_REDIS_URL') - , help='URL describing Redis connection details. \ - Overrides other connection arguments if supplied.') - parser.add_argument('-i', '--interval', default=60.0, type=float - , help="How often the scheduler checks for new jobs to add to the \ - queue (in seconds, can be floating-point for more precision).") - parser.add_argument('--path', default='.', help='Specify the import path.') - parser.add_argument('--pid', help='A filename to use for the PID file.', metavar='FILE') - parser.add_argument('-j', '--job-class', help='Custom RQ Job class') - parser.add_argument('-q', '--queue-class', help='Custom RQ Queue class') - - args = parser.parse_args() - - if args.path: - sys.path = args.path.split(':') + sys.path - - if args.pid: - pid = str(os.getpid()) - filename = args.pid - with open(filename, 'w') as f: - f.write(pid) - - if args.url is not None: - connection = Redis.from_url(args.url) - else: - connection = Redis(args.host, args.port, args.db, args.password) - - if args.verbose: - level = 'DEBUG' - elif args.quiet: - level = 'WARNING' - else: - level = 'INFO' - setup_loghandlers(level) - - scheduler = Scheduler(connection=connection, - interval=args.interval, - job_class=args.job_class, - queue_class=args.queue_class) - scheduler.run(burst=args.burst) +from rq_scheduler.scripts import rqscheduler if __name__ == '__main__': - main() + rqscheduler.main() From e6a4c55226720133f69a4ddf88d011f400771348 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 17 May 2023 11:39:08 +0300 Subject: [PATCH 115/257] Disable quality reports for 3d tasks --- cvat/apps/quality_control/quality_reports.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index a2584583cd39..8c52d7af78b0 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -28,7 +28,7 @@ from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env -from cvat.apps.engine.models import Job, JobType, ShapeType, Task +from cvat.apps.engine.models import DimensionType, Job, JobType, ShapeType, Task from cvat.apps.quality_control.models import ( AnnotationConflictImportance, AnnotationConflictType, AnnotationType, @@ -2085,6 +2085,10 @@ def schedule_quality_check_job(self, task: Task): # - if multiple simultaneous writes can happen, the objects written must be the same # - once a job is created, it can only be updated by the scheduler and the handling worker + if task.dimension != DimensionType.DIM_2D: + # Not supported + return + if not task.gt_job: # Nothing to compute return From 7e0dca786adc45b002d71b30083b84b0f5cf6a6b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 17 May 2023 20:03:54 +0300 Subject: [PATCH 116/257] Add conflict distribution by type info in the report and general info --- cvat/apps/quality_control/quality_reports.py | 209 ++++++++++--------- cvat/apps/quality_control/serializers.py | 1 + cvat/schema.yml | 5 + 3 files changed, 121 insertions(+), 94 deletions(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 8c52d7af78b0..1694c41f0bda 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -4,23 +4,24 @@ from __future__ import annotations +from collections import Counter from copy import deepcopy from datetime import timedelta from functools import cached_property, partial +from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast import itertools import math -from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast -from attrs import asdict, define, fields_dict, has as is_attrs_type +from attrs import asdict, define, fields_dict import datumaro as dm import datumaro.util.mask_tools from django.db import transaction from django.conf import settings from django.utils import timezone -from scipy.optimize import linear_sum_assignment import django_rq import numpy as np +from scipy.optimize import linear_sum_assignment from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, @@ -41,18 +42,33 @@ class _Serializable: - def _value_serializer(self, inst, attr, v): + def _value_serializer(self, v): if isinstance(v, _Serializable): return v.to_dict() - elif is_attrs_type(type(v)): - return asdict(v, value_serializer=self._value_serializer) - elif self is not inst and isinstance(inst, _Serializable): - return inst._value_serializer(inst, attr, v) + elif isinstance(v, (list, tuple, set, frozenset)): + return [ self._value_serializer(vv) for vv in v ] + elif isinstance(v, dict): + return { + self._value_serializer(vk): self._value_serializer(vv) + for vk, vv in v.items() + } else: return v - def to_dict(self, *, value_serializer = None) -> dict: - return asdict(self, value_serializer=value_serializer or self._value_serializer) + def to_dict(self) -> dict: + return self._value_serializer(self._fields_dict()) + + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + d = asdict(self, recurse=False) + + for field_name in include_properties or []: + d[field_name] = getattr(self, field_name) + + return d + + @classmethod + def from_dict(cls, d: dict): + raise NotImplementedError("Must be implemented in the subclass") @define(kw_only=True) @@ -61,14 +77,14 @@ class AnnotationId(_Serializable): job_id: int type: AnnotationType - def _value_serializer(self, inst, attr, v): + def _value_serializer(self, v): if isinstance(v, AnnotationType): return str(v) else: - return super()._value_serializer(inst, attr, v) + return super()._value_serializer(v) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( obj_id=d['obj_id'], job_id=d['job_id'], @@ -102,21 +118,17 @@ def importance(self) -> AnnotationConflictImportance: return importance - def _value_serializer(self, inst, attr, v): - if isinstance(v, AnnotationConflictType): + def _value_serializer(self, v): + if isinstance(v, (AnnotationConflictType, AnnotationConflictImportance)): return str(v) else: - return super()._value_serializer(inst, attr, v) + return super()._value_serializer(v) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict(*args, **kwargs) - result.update(**{ - k: getattr(self, k) for k in ['importance'] - }) - return result + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or ['importance']) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( frame_id=d['frame_id'], type=AnnotationConflictType(d['type']), @@ -177,14 +189,14 @@ class ComparisonParameters(_Serializable): "Use only the visible part of the masks and polygons in comparisons" - def _value_serializer(self, inst, attr, v): + def _value_serializer(self, v): if isinstance(v, dm.AnnotationType): return str(v.name) else: - return super()._value_serializer(inst, attr, v) + return super()._value_serializer(v) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): fields = fields_dict(cls) return cls(**{ field_name: d[field_name] for field_name in fields if field_name in d }) @@ -201,21 +213,17 @@ class ConfusionMatrix(_Serializable): def axes(self): return dict(cols='gt', rows='ds') - def _value_serializer(self, inst, attr, v): + def _value_serializer(self, v): if isinstance(v, np.ndarray): return v.tolist() else: - return super()._value_serializer(inst, attr, v) + return super()._value_serializer(v) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict(*args, **kwargs) - result.update(**{ - k: getattr(self, k) for k in ['axes'] - }) - return result + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or ['axes']) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( labels=d['labels'], rows=np.asarray(d['rows']), @@ -253,15 +261,13 @@ def accumulate(self, other: ComparisonReportAnnotationsSummary): ]: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict() - result.update(**{ - k: getattr(self, k) for k in ['accuracy', 'precision', 'recall'] - }) - return result + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict( + include_properties=include_properties or ['accuracy', 'precision', 'recall'] + ) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( valid_count=d['valid_count'], missing_count=d['missing_count'], @@ -293,15 +299,11 @@ def accumulate(self, other: ComparisonReportAnnotationShapeSummary): ]: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict(*args, **kwargs) - result.update(**{ - k: getattr(self, k) for k in ['accuracy'] - }) - return result + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or ['accuracy']) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( valid_count=d['valid_count'], missing_count=d['missing_count'], @@ -327,15 +329,11 @@ def accumulate(self, other: ComparisonReportAnnotationLabelSummary): for field in ['valid_count', 'total_count', 'invalid_count']: setattr(self, field, getattr(self, field) + getattr(other, field)) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict(*args, **kwargs) - result.update(**{ - k: getattr(self, k) for k in ['accuracy'] - }) - return result + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or ['accuracy']) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( valid_count=d['valid_count'], invalid_count=d['invalid_count'], @@ -352,7 +350,7 @@ def accumulate(self, other: ComparisonReportAnnotationComponentsSummary): self.label.accumulate(other.label) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( shape=ComparisonReportAnnotationShapeSummary.from_dict(d['shape']), label=ComparisonReportAnnotationLabelSummary.from_dict(d['label']), @@ -371,6 +369,7 @@ def mean_conflict_count(self) -> float: conflict_count: int warning_count: int error_count: int + conflicts_by_type: Dict[AnnotationConflictType, int] annotations: ComparisonReportAnnotationsSummary annotation_components: ComparisonReportAnnotationComponentsSummary @@ -379,40 +378,36 @@ def mean_conflict_count(self) -> float: def frame_count(self) -> int: return len(self.frames) - def to_dict(self, *args, **kwargs) -> dict: - result = super().to_dict(*args, **kwargs) - result.update(**{ - k: getattr(self, k) for k in ['frame_count', 'mean_conflict_count'] - }) - return result + def _value_serializer(self, v): + if isinstance(v, AnnotationConflictType): + return str(v) + else: + return super()._value_serializer(v) + + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or [ + 'frame_count', 'mean_conflict_count', + 'warning_count', 'error_count', 'conflicts_by_type' + ]) @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): return cls( frame_share_percent=d['frame_share_percent'], frames=list(d['frames']), conflict_count=d['conflict_count'], warning_count=d.get('warning_count', 0), error_count=d.get('error_count', 0), + conflicts_by_type={ + AnnotationConflictType(k): v + for k, v in d.get('conflicts_by_type', {}).items() + }, annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( d['annotation_components']), ) -@define(kw_only=True) -class ComparisonReportDatasetSummary(_Serializable): - frame_count: int - shape_count: int - - @classmethod - def from_dict(cls, d): - return cls( - frame_count=d['frame_count'], - shape_count=d['shape_count'], - ) - - @define(kw_only=True, init=False) class ComparisonReportFrameSummary(_Serializable): conflicts: List[AnnotationConflict] @@ -435,29 +430,45 @@ def error_count(self) -> int: if c.importance == AnnotationConflictImportance.ERROR ]) + @cached_property + def conflicts_by_type(self) -> Dict[AnnotationConflictType, int]: + return Counter(c.type for c in self.conflicts) + annotations: ComparisonReportAnnotationsSummary annotation_components: ComparisonReportAnnotationComponentsSummary + _CACHED_FIELDS = ['conflict_count', 'warning_count', 'error_count', 'conflicts_by_type'] + + def _value_serializer(self, v): + if isinstance(v , AnnotationConflictType): + return str(v) + else: + return super()._value_serializer(v) + def __init__(self, *args, **kwargs): # these fields are optional, but can be computed on access - for field_name in ['conflict_count', 'warning_count', 'error_count']: + for field_name in self._CACHED_FIELDS: if field_name in kwargs: setattr(self, field_name, kwargs.pop(field_name)) self.__attrs_init__(*args, **kwargs) + def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: + return super()._fields_dict(include_properties=include_properties or self._CACHED_FIELDS) + @classmethod - def from_dict(cls, d): + def from_dict(cls, d: dict): + optional_fields = set(cls._CACHED_FIELDS) - { + 'conflicts_by_type' # requires extra conversion + } return cls( + **{ field: d[field] for field in optional_fields if field in d }, **dict( - conflict_count=d['conflict_count'], - ) if 'conflict_count' in d else {}, - **dict( - warning_count=d['warning_count'], - ) if 'warning_count' in d else {}, - **dict( - error_count=d['error_count'], - ) if 'error_count' in d else {}, + conflicts_by_type={ + AnnotationConflictType(k): v + for k, v in d['conflicts_by_type'].items() + } + ) if 'conflicts_by_type' in d else {}, conflicts=[AnnotationConflict.from_dict(v) for v in d['conflicts']], annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( @@ -486,8 +497,8 @@ def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: } ) - def to_json(self, *args, **kwargs) -> str: - d = self.to_dict(*args, **kwargs) + def to_json(self) -> str: + d = self.to_dict() # String keys are needed for json dumping d["frame_results"] = {str(k): v for k, v in d['frame_results'].items()} @@ -1355,7 +1366,7 @@ def match_skeletons(self, item_a, item_b): return returned_values @classmethod - def _make_memoizing_distance(cls, distance_function): + def _make_memoizing_distance(cls, distance_function: Callable[[Any, Any], float]): distances = {} notfound = object() @@ -1975,6 +1986,7 @@ def generate_report(self) -> ComparisonReport: error_count=len([ c for c in conflicts if c.importance == AnnotationConflictImportance.ERROR ]), + conflicts_by_type=Counter(c.type for c in conflicts), annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, @@ -2219,7 +2231,7 @@ def _compute_task_report( # Thus, a separate report could be computed for the task. Instead, here we only # compute the combined summary of the job reports. task_intersection_frames = set() - task_conflicts = [] + task_conflicts: List[AnnotationConflict] = [] task_annotations_summary = None task_ann_components_summary = None task_mean_shape_ious = [] @@ -2283,6 +2295,7 @@ def _compute_task_report( c for c in task_conflicts if c.importance == AnnotationConflictImportance.ERROR ]), + conflicts_by_type=Counter(c.type for c in task_conflicts), annotations=task_annotations_summary, annotation_components=task_ann_components_summary, @@ -2368,11 +2381,19 @@ def _get_task_quality_params(cls, task: Task) -> Optional[ComparisonParameters]: def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str) -> str: # Decorate the report with conflicting annotation links like: # /tasks/62/jobs/82?frame=250&type=shape&serverID=33741 + # And other useful information + task_id = db_report.get_task().id + serialized_data = dict( + job_id=db_report.job.id if db_report.job is not None else None, + task_id=task_id, + parent_id=db_report.parent.id if db_report.parent is not None else None, + created_date=str(db_report.created_date), + target_last_updated=str(db_report.target_last_updated), + gt_last_updated=str(db_report.gt_last_updated), + ) comparison_report = ComparisonReport.from_json(db_report.get_json_report()) - - serialized_data = comparison_report.to_dict() - task_id = db_report.task.id + serialized_data.update(comparison_report.to_dict()) for frame_result in serialized_data["frame_results"].values(): for conflict in frame_result["conflicts"]: diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 4c9d4eba87bd..262339ce4783 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -29,6 +29,7 @@ class QualityReportSummarySerializer(serializers.Serializer): conflict_count = serializers.IntegerField() warning_count = serializers.IntegerField() error_count = serializers.IntegerField() + conflicts_by_type = serializers.DictField(child=serializers.IntegerField()) # This set is enough for basic characteristics, such as # DS_unmatched, GT_unmatched, accuracy, precision and recall diff --git a/cvat/schema.yml b/cvat/schema.yml index f9eede1c71c5..72440e86b514 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -9183,6 +9183,10 @@ components: type: integer error_count: type: integer + conflicts_by_type: + type: object + additionalProperties: + type: integer valid_count: type: integer ds_count: @@ -9191,6 +9195,7 @@ components: type: integer required: - conflict_count + - conflicts_by_type - ds_count - error_count - frame_count From 66fb920cff6af85afd2f49db5baa212d67d827e8 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 17 May 2023 20:57:29 +0300 Subject: [PATCH 117/257] Fix operation naming in schema --- cvat/apps/quality_control/views.py | 10 +++++++--- cvat/schema.yml | 17 +++++++++-------- 2 files changed, 16 insertions(+), 11 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 4ca05a2f9604..94a781aa62f1 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -29,7 +29,7 @@ from cvat.apps.profiler import silk_profile -@extend_schema(tags=['conflicts']) +@extend_schema(tags=["quality"]) @extend_schema_view( list=extend_schema( summary='Method returns a paginated list of annotation conflicts', @@ -80,7 +80,7 @@ def get_queryset(self): return queryset -@extend_schema(tags=['reports']) +@extend_schema(tags=["quality"]) @extend_schema_view( retrieve=extend_schema( summary='Method returns details of a quality report', @@ -160,6 +160,10 @@ def get_queryset(self): return queryset + @extend_schema( + operation_id="quality_retrieve_report_data", + summary="Retrieve full contents of the report in JSON format", + ) @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) def data(self, request, pk): report = self.get_object() # check permissions @@ -177,7 +181,7 @@ def debug(self, request): return HttpResponse({}) -@extend_schema(tags=['settings']) +@extend_schema(tags=["quality"]) @extend_schema_view( retrieve=extend_schema( summary='Method returns details of a quality settings', diff --git a/cvat/schema.yml b/cvat/schema.yml index 72440e86b514..562dc76d7e9f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4247,7 +4247,7 @@ paths: - mismatching_groups - covered_annotation tags: - - conflicts + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4334,7 +4334,7 @@ paths: type: integer description: A simple equality filter for task id tags: - - reports + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4374,7 +4374,7 @@ paths: type: integer description: Organization identifier tags: - - reports + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4390,7 +4390,8 @@ paths: description: '' /api/quality/reports/{id}/data: get: - operationId: quality_retrieve_reports_data + operationId: quality_retrieve_report_data + summary: Retrieve full contents of the report in JSON format parameters: - in: header name: X-Organization @@ -4413,7 +4414,7 @@ paths: type: integer description: Organization identifier tags: - - reports + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4450,7 +4451,7 @@ paths: schema: type: integer tags: - - reports + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4490,7 +4491,7 @@ paths: type: integer description: Organization identifier tags: - - settings + - quality security: - sessionAuth: [] csrfAuth: [] @@ -4528,7 +4529,7 @@ paths: type: integer description: Organization identifier tags: - - settings + - quality requestBody: content: application/json: From ceefdf434bc1769940f8ab4a86c68b2f6f5ada25 Mon Sep 17 00:00:00 2001 From: klakhov Date: Thu, 18 May 2023 12:13:07 +0300 Subject: [PATCH 118/257] updated create job form --- .../components/create-job-page/job-form.tsx | 44 ++++++++++++------- 1 file changed, 28 insertions(+), 16 deletions(-) diff --git a/cvat-ui/src/components/create-job-page/job-form.tsx b/cvat-ui/src/components/create-job-page/job-form.tsx index 9ddae94d15d7..c433bbaaf29d 100644 --- a/cvat-ui/src/components/create-job-page/job-form.tsx +++ b/cvat-ui/src/components/create-job-page/job-form.tsx @@ -11,7 +11,7 @@ import Button from 'antd/lib/button'; import Select from 'antd/lib/select'; import notification from 'antd/lib/notification'; import InputNumber from 'antd/lib/input-number'; -import Text from 'antd/lib/typography/Text'; +import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; import { useDispatch, useSelector } from 'react-redux'; @@ -19,6 +19,8 @@ import { JobType } from 'cvat-core/src/enums'; import { Task } from 'cvat-core-wrapper'; import { createJobAsync } from 'actions/jobs-actions'; import { useHistory } from 'react-router'; +import Space from 'antd/lib/space'; +import { QuestionCircleOutlined } from '@ant-design/icons'; export enum FrameSelectionMethod { RANDOM = 'random_uniform', @@ -108,6 +110,7 @@ function JobForm(props: Props): JSX.Element { }); } }, [taskSize]); + const frameCountDescription = 'A representative set, 5-15% of randomly chosen frames is recommended'; return ( @@ -153,11 +156,20 @@ function JobForm(props: Props): JSX.Element { - - + + + Quantity % + + + + + )} rules={[{ required: true, message: 'Please, specify quantity' }]} > - + + Frame count + + + + + )} rules={[{ required: true, message: 'Please, specify frame count' }]} > - - - {`of ${taskSize} selected`} - - - - - - - + Date: Thu, 18 May 2023 15:04:35 +0300 Subject: [PATCH 119/257] added analytics title --- .../src/components/task-analytics-page/styles.scss | 9 +++++++++ .../task-analytics-page/task-analytics-page.tsx | 14 ++++++++++++++ 2 files changed, 23 insertions(+) diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 10e2cdba066e..21ae81ea81c6 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -46,3 +46,12 @@ height: 90%; width: 100%; } + +.cvat-task-analytics-title { + h4 { + display: inline; + margin-right: $grid-unit-size; + } + + margin-bottom: $grid-unit-size; +} diff --git a/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx b/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx index d66e9ad9ab9c..7cf19e7e7bee 100644 --- a/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx +++ b/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx @@ -9,6 +9,7 @@ import { Row, Col } from 'antd/lib/grid'; import Tabs from 'antd/lib/tabs'; import { useHistory, useParams } from 'react-router'; import Text from 'antd/lib/typography/Text'; +import Title from 'antd/lib/typography/Title'; import Spin from 'antd/lib/spin'; import Button from 'antd/lib/button'; import { Task } from 'reducers'; @@ -94,6 +95,19 @@ function TaskAnalyticsPage(): JSX.Element { + + + {taskInstance.name} + + + {`#${taskInstance.id}`} + + Date: Thu, 18 May 2023 16:23:04 +0300 Subject: [PATCH 120/257] updated mean accuracy card --- .../quality/analytics-card.tsx | 64 ++++++++++++++++ .../quality/mean-quality.tsx | 75 +++++++++++++------ .../quality/task-quality-component.tsx | 4 +- .../task-analytics-page/styles.scss | 41 +++++++++- 4 files changed, 160 insertions(+), 24 deletions(-) create mode 100644 cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx diff --git a/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx b/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx new file mode 100644 index 000000000000..693bd1c93032 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx @@ -0,0 +1,64 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import '../styles.scss'; + +import React from 'react'; +import Text from 'antd/lib/typography/Text'; +import { Col, Row } from 'antd/lib/grid'; +import Card from 'antd/lib/card'; +import CVATTooltip from 'components/common/cvat-tooltip'; +import { QuestionCircleOutlined } from '@ant-design/icons'; + +interface Props { + title: string; + size?: number; + className?: string; + value: string; + tooltip?: JSX.Element; + bottomElement?: JSX.Element; + rightElement?: JSX.Element; +} + +function AnalyticsCard(props: Props): JSX.Element { + const { + title, size, className, value, tooltip, bottomElement, rightElement, + } = props; + + return ( + + + + + + + + {title} + + { + tooltip && ( + + + + ) + } + + + + {value} + + {bottomElement} + + { + rightElement && {rightElement} + } + + + + ); +} + +export default React.memo(AnalyticsCard); diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 980e1d8666df..0f9d1a35e595 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -6,14 +6,13 @@ import '../styles.scss'; import React from 'react'; import Text from 'antd/lib/typography/Text'; -import { Col } from 'antd/lib/grid'; -import Statistic from 'antd/lib/statistic'; -import Card from 'antd/lib/card'; import moment from 'moment'; -import { getQualityColor } from 'utils/quality-color'; -import { QualityReport, Task } from 'cvat-core-wrapper'; +import { QualityReport, Task, getCore } from 'cvat-core-wrapper'; import { useSelector } from 'react-redux'; import { CombinedState } from 'reducers'; +import Button from 'antd/lib/button'; +import { DownloadOutlined } from '@ant-design/icons'; +import AnalyticsCard from './analytics-card'; interface Props { task: Task; @@ -21,25 +20,59 @@ interface Props { function MeanQuality(props: Props): JSX.Element { const { task } = props; - const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); - const meanAccuracy = taskReport?.summary.accuracy; + const reportSummary = taskReport?.summary; + const meanAccuracy = reportSummary?.accuracy; + const accuracyRepresentation = !Number.isFinite(meanAccuracy) ? 'N/A' : `${meanAccuracy?.toFixed(1)}%`; + const tooltip = ( +
+ + Mean annotation quality consists of: + + + Correct annotations:  + {reportSummary?.validCount} + + + Task annotations:  + {reportSummary?.dsCount} + + + GT annotations:  + {reportSummary?.gtCount} + + + Accuracy:  + {accuracyRepresentation} + +
+ ); + + const dowloadReportButton = ( +
+ +
+ {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} +
+
+ + ); return ( - - - -
- {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} -
- - + ); } diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index 29c4763d5ddc..0b7e6d60c70b 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -5,7 +5,9 @@ import '../styles.scss'; import React, { useEffect } from 'react'; -import { Job, JobType, Task } from 'cvat-core-wrapper'; +import { + Job, JobType, Task, +} from 'cvat-core-wrapper'; import { Row } from 'antd/lib/grid'; import JobItem from 'components/job-item/job-item'; import { useDispatch, useSelector } from 'react-redux'; diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 21ae81ea81c6..3b55aa858fd4 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -28,13 +28,50 @@ justify-content: center; align-items: center; } + + .ant-card-body { + padding: $grid-unit-size * 2 $grid-unit-size * 3; + } +} + +.cvat-analytics-card-title { + font-size: 16px; +} + +.cvat-analytics-card-value { + font-size: 28px; +} + +.cvat-analytics-tooltip { + margin-left: $grid-unit-size; +} + +.cvat-analytics-tooltip-inner { + span { + display: block; + color: white; + } +} + +.cvat-analytics-download-report-button { + padding-left: $grid-unit-size * 2; + padding-right: $grid-unit-size * 2; + + a { + color: white; + margin-left: $grid-unit-size; + + &:hover { + color: white; + } + } } .cvat-analytics-time-hint { font-size: 10px; position: absolute; - bottom: 0; - right: $grid-unit-size; + bottom: -$grid-unit-size * 3; + right: 0; } .cvat-task-analytics-page { From d90a1c0f1a064f6e41b128d5f0cf73ad235d89e9 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 21:42:22 +0300 Subject: [PATCH 121/257] Update test assets --- cvat/apps/quality_control/quality_reports.py | 22 +- tests/python/shared/assets/annotations.json | 7506 ++++++----------- tests/python/shared/assets/cvat_db/data.json | 3277 +++---- tests/python/shared/assets/jobs.json | 40 +- .../shared/assets/quality_conflicts.json | 270 + .../python/shared/assets/quality_reports.json | 72 +- .../shared/assets/quality_settings.json | 257 + tests/python/shared/assets/tasks.json | 17 + tests/python/shared/utils/dump_objects.py | 19 +- 9 files changed, 4272 insertions(+), 7208 deletions(-) create mode 100644 tests/python/shared/assets/quality_conflicts.json create mode 100644 tests/python/shared/assets/quality_settings.json diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 1694c41f0bda..351431e65d63 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2090,19 +2090,25 @@ def _get_timestamp(job_id: str) -> timezone.datetime: return queue_job_id + def _should_update(self, task: Task): + if task.dimension != DimensionType.DIM_2D: + # Not supported + return False + + if not task.gt_job: + # Nothing to compute + return False + + return True + def schedule_quality_check_job(self, task: Task): # This function schedules a report computing job in the queue - # The queue work algorithm is lock-free. It should keep the following properties: + # The algorithm is lock-free. It should keep the following properties: # - job names are stable between potential writers # - if multiple simultaneous writes can happen, the objects written must be the same # - once a job is created, it can only be updated by the scheduler and the handling worker - if task.dimension != DimensionType.DIM_2D: - # Not supported - return - - if not task.gt_job: - # Nothing to compute + if not self._should_update(task): return now = timezone.now() @@ -2113,7 +2119,6 @@ def schedule_quality_check_job(self, task: Task): existing_job_ids = set(j.id for j in scheduler.get_jobs(until=next_job_time)) queue_job_id = self._find_next_job_id(existing_job_ids, task, now=now) - if queue_job_id not in existing_job_ids: scheduler.enqueue_at( next_job_time, @@ -2344,6 +2349,7 @@ def _save_reports(cls, *, task_report: Dict, job_reports: List[Dict]) -> models. report=db_report, type=conflict['type'], frame=conflict['frame_id'], + importance=conflict['importance'], ) db_conflicts.append(db_conflict) diff 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a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index cf9b24193469..f27e0ddf014c 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -4568,7 +4568,7 @@ "start_frame": 0, "stop_frame": 10, "type": "specific_frames", - "frames": "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]" + "frames": "[0, 1, 2, 5]" } }, { @@ -4584,7 +4584,7 @@ "status": "annotation", "stage": "annotation", "state": "new", - "type": "normal" + "type": "annotation" } }, { @@ -4600,7 +4600,7 @@ "status": "annotation", "stage": "annotation", "state": "in progress", - "type": "normal" + "type": "annotation" } }, { @@ -4614,7 +4614,7 @@ "status": "annotation", "stage": "annotation", "state": "new", - "type": "normal" + "type": "annotation" } }, { @@ -4628,7 +4628,7 @@ "status": "annotation", "stage": "annotation", "state": "in progress", - "type": "normal" + "type": "annotation" } }, { @@ -4644,7 +4644,7 @@ "status": "annotation", 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\"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"confusion_matrix\": {\n \"labels\": [\n \"cat\",\n \"dog\",\n \"sk\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"mean_iou\": 0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 0,\n \"warning_count\": 0,\n \"error_count\": 0,\n \"conflicts_by_type\": {}\n }\n }\n}\n" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", + "pk": 1, + "fields": { + "report": 2, + "frame": 0, + "type": "low_overlap", + "importance": "warning" + } +}, +{ + "model": "quality_control.annotationconflict", + "pk": 2, + "fields": { + "report": 2, + "frame": 0, + "type": "low_overlap", + "importance": "warning" + } +}, +{ + "model": "quality_control.annotationconflict", "pk": 3, "fields": { - "location": "cloud_storage", - "cloud_storage_id": 2 + "report": 2, + "frame": 0, + "type": "low_overlap", + "importance": "warning" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 4, "fields": { - "location": "cloud_storage", - "cloud_storage_id": 2 + "report": 2, + "frame": 0, + "type": "extra_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 5, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "extra_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 6, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "extra_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 7, - "fields": { - "location": "local", - "cloud_storage_id": null + "fields": { + "report": 2, + "frame": 0, + "type": "extra_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 8, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "extra_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 9, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "mismatching_label", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 10, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "mismatching_direction", + "importance": "warning" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 11, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 0, + "type": "covered_annotation", + "importance": "warning" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 12, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 13, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 14, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 15, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 16, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", + "model": "quality_control.annotationconflict", "pk": 17, "fields": { - "location": "local", - "cloud_storage_id": null + "report": 2, + "frame": 1, + "type": "missing_annotation", + "importance": "error" } }, { - "model": "engine.storage", - "pk": 18, + "model": "quality_control.annotationid", + "pk": 1, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 1, + "obj_id": 581, + "job_id": 27, + "type": "rectangle" } }, { - "model": "engine.storage", - "pk": 19, + "model": "quality_control.annotationid", + "pk": 2, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 1, + "obj_id": 550, + "job_id": 28, + "type": "rectangle" } }, { - "model": "engine.storage", - "pk": 20, + "model": "quality_control.annotationid", + "pk": 3, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 2, + "obj_id": 584, + "job_id": 27, + "type": "polygon" } }, { - "model": "engine.storage", - "pk": 21, + "model": "quality_control.annotationid", + "pk": 4, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 2, + "obj_id": 547, + "job_id": 28, + "type": "polygon" } }, { - "model": "engine.storage", - "pk": 22, + "model": "quality_control.annotationid", + "pk": 5, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 3, + "obj_id": 583, + "job_id": 27, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 23, + "model": "quality_control.annotationid", + "pk": 6, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 3, + "obj_id": 548, + "job_id": 28, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 24, + "model": "quality_control.annotationid", + "pk": 7, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 4, + "obj_id": 587, + "job_id": 27, + "type": "rectangle" } }, { - "model": "engine.storage", - "pk": 25, + "model": "quality_control.annotationid", + "pk": 8, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 5, + "obj_id": 601, + "job_id": 27, + "type": "polygon" } }, { - "model": "engine.storage", - "pk": 26, + "model": "quality_control.annotationid", + "pk": 9, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 6, + "obj_id": 602, + "job_id": 27, + "type": "polygon" } }, { - "model": "engine.storage", - "pk": 27, + "model": "quality_control.annotationid", + "pk": 10, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 7, + "obj_id": 582, + "job_id": 27, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 28, + "model": "quality_control.annotationid", + "pk": 11, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 8, + "obj_id": 580, + "job_id": 27, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 29, + "model": "quality_control.annotationid", + "pk": 12, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 9, + "obj_id": 585, + "job_id": 27, + "type": "mask" } }, { - "model": "engine.storage", - "pk": 30, + "model": "quality_control.annotationid", + "pk": 13, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 9, + "obj_id": 546, + "job_id": 28, + "type": "polygon" } }, { - "model": "engine.storage", - "pk": 31, + "model": "quality_control.annotationid", + "pk": 14, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 10, + "obj_id": 583, + "job_id": 27, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 32, + "model": "quality_control.annotationid", + "pk": 15, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 10, + "obj_id": 548, + "job_id": 28, + "type": "polyline" } }, { - "model": "engine.storage", - "pk": 33, + "model": "quality_control.annotationid", + "pk": 16, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 11, + "obj_id": 585, + "job_id": 27, + "type": "mask" } }, { - "model": "engine.storage", - "pk": 34, + "model": "quality_control.annotationid", + "pk": 17, "fields": { - "location": "local", - "cloud_storage_id": null + "conflict": 12, + "obj_id": 579, + "job_id": 28, + "type": "rectangle" } }, { - "model": "webhooks.webhook", - "pk": 1, + "model": "quality_control.annotationid", + "pk": 18, "fields": { - "target_url": "http://example.com/", - "description": "", - "events": "delete:task,update:task,create:task,update:job", - "type": "project", - "content_type": "application/json", - "secret": "", - "is_active": true, - "enable_ssl": true, - "created_date": "2022-09-28T12:16:28.311Z", - "updated_date": "2022-09-28T12:16:28.311Z", - "owner": [ - "user1" - ], - "project": 6, - "organization": null + "conflict": 13, + "obj_id": 577, + "job_id": 28, + "type": "points" } }, { - "model": "webhooks.webhook", - "pk": 2, + "model": "quality_control.annotationid", + "pk": 19, "fields": { - "target_url": "http://example.com/", - "description": "", - "events": "delete:comment,update:issue,update:comment,update:job,update:project,delete:task,create:comment,delete:issue,update:task,create:task,create:issue", - "type": "project", - "content_type": "application/json", - "secret": "", - "is_active": true, - "enable_ssl": true, - "created_date": "2022-09-28T12:18:12.412Z", - "updated_date": "2022-09-28T12:18:12.412Z", - "owner": [ - "business1" - ], - "project": 1, - "organization": null + "conflict": 14, + "obj_id": 573, + "job_id": 28, + "type": "polygon" } }, { - "model": "webhooks.webhook", - "pk": 3, + "model": "quality_control.annotationid", + "pk": 20, "fields": { - "target_url": "http://example.com", - "description": "", - "events": "update:issue,delete:issue,create:issue,update:project", - "type": "project", - "content_type": "application/json", - "secret": "", - "is_active": true, - "enable_ssl": true, - "created_date": "2022-09-28T12:19:49.744Z", - "updated_date": "2022-09-28T12:19:49.744Z", - "owner": [ - "user2" - ], - "project": 3, - "organization": 2 + "conflict": 15, + "obj_id": 576, + "job_id": 28, + "type": "mask" } }, { - "model": "webhooks.webhook", + "model": "quality_control.annotationid", + "pk": 21, + "fields": { + "conflict": 16, + "obj_id": 574, + "job_id": 28, + "type": "ellipse" + } +}, +{ + "model": "quality_control.annotationid", + "pk": 22, + "fields": { + "conflict": 17, + "obj_id": 578, + "job_id": 28, + "type": "polyline" + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 1, + "fields": { + "task": 2, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 2, + "fields": { + "task": 5, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 3, + "fields": { + "task": 6, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 4, + "fields": { + "task": 7, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 5, + "fields": { + "task": 8, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", "pk": 6, "fields": { - "target_url": "http://example.com/", - "description": "", - "events": "delete:task,create:task,update:issue,update:membership,create:comment,delete:comment,update:job,update:comment,create:project,delete:invitation,create:invitation,update:project,update:task,delete:membership,delete:issue,delete:project,update:organization,create:issue", - "type": "organization", - "content_type": "application/json", - "secret": "", - "is_active": true, - "enable_ssl": true, - "created_date": "2022-09-29T08:00:48.440Z", - "updated_date": "2022-09-29T08:00:48.441Z", - "owner": [ - "admin1" - ], - "project": null, - "organization": 1 + "task": 9, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 7, + "fields": { + "task": 11, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 8, + "fields": { + "task": 12, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 9, + "fields": { + "task": 13, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 10, + "fields": { + "task": 14, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 11, + "fields": { + "task": 15, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 12, + "fields": { + "task": 17, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 13, + "fields": { + "task": 18, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 14, + "fields": { + "task": 19, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 15, + "fields": { + "task": 20, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 16, + "fields": { + "task": 21, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 17, + "fields": { + "task": 22, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true } }, { diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index ed637b65cfb9..249aaf713290 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -55,7 +55,7 @@ "status": "annotation", "stop_frame": 10, "task_id": 22, - "type": "normal", + "type": "annotation", "updated_date": "2023-04-14T14:58:50.944000Z", "url": "http://localhost:8080/api/jobs/27" }, @@ -83,7 +83,7 @@ "status": "annotation", "stop_frame": 9, "task_id": 21, - "type": "normal", + "type": "annotation", "updated_date": "2023-03-27T19:08:40.166000Z", "url": "http://localhost:8080/api/jobs/26" }, @@ -111,7 +111,7 @@ "status": "annotation", "stop_frame": 5, "task_id": 21, - "type": "normal", + "type": "annotation", "updated_date": "2023-03-27T19:08:27.216000Z", "url": "http://localhost:8080/api/jobs/25" }, @@ -139,7 +139,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 20, - "type": "normal", + "type": "annotation", "updated_date": "2023-03-10T11:57:49.019000Z", "url": "http://localhost:8080/api/jobs/24" }, @@ -167,7 +167,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 19, - "type": "normal", + "type": "annotation", "updated_date": "2023-03-10T11:56:55.066000Z", "url": "http://localhost:8080/api/jobs/23" }, @@ -195,7 +195,7 @@ "status": "annotation", "stop_frame": 1, "task_id": 18, - "type": "normal", + "type": "annotation", "updated_date": "2023-03-01T15:36:38.114000Z", "url": "http://localhost:8080/api/jobs/22" }, @@ -223,7 +223,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 17, - "type": "normal", + "type": "annotation", "updated_date": "2023-02-10T14:05:26.022000Z", "url": "http://localhost:8080/api/jobs/21" }, @@ -251,7 +251,7 @@ "status": "annotation", "stop_frame": 24, "task_id": 15, - "type": "normal", + "type": "annotation", "updated_date": "2022-12-01T12:53:35.354000Z", "url": "http://localhost:8080/api/jobs/19" }, @@ -279,7 +279,7 @@ "status": "annotation", "stop_frame": 7, "task_id": 14, - "type": "normal", + "type": "annotation", "updated_date": "2022-09-23T11:57:02.302000Z", "url": "http://localhost:8080/api/jobs/18" }, @@ -307,7 +307,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 13, - "type": "normal", + "type": "annotation", "updated_date": "2022-12-05T07:47:01.633000Z", "url": "http://localhost:8080/api/jobs/17" }, @@ -341,7 +341,7 @@ "status": "annotation", "stop_frame": 10, "task_id": 11, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/16" }, @@ -369,7 +369,7 @@ "status": "annotation", "stop_frame": 19, "task_id": 9, - "type": "normal", + "type": "annotation", "updated_date": "2022-11-03T13:57:26.346000Z", "url": "http://localhost:8080/api/jobs/14" }, @@ -397,7 +397,7 @@ "status": "validation", "stop_frame": 14, "task_id": 9, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/13" }, @@ -425,7 +425,7 @@ "status": "validation", "stop_frame": 9, "task_id": 9, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/12" }, @@ -459,7 +459,7 @@ "status": "annotation", "stop_frame": 4, "task_id": 9, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/11" }, @@ -493,7 +493,7 @@ "status": "annotation", "stop_frame": 13, "task_id": 8, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/10" }, @@ -521,7 +521,7 @@ "status": "annotation", "stop_frame": 10, "task_id": 7, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/9" }, @@ -549,7 +549,7 @@ "status": "annotation", "stop_frame": 0, "task_id": 6, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/8" }, @@ -583,7 +583,7 @@ "status": "annotation", "stop_frame": 24, "task_id": 5, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/7" }, @@ -617,7 +617,7 @@ "status": "annotation", "stop_frame": 22, "task_id": 2, - "type": "normal", + "type": "annotation", "updated_date": "2022-06-22T09:18:45.296000Z", "url": "http://localhost:8080/api/jobs/2" } diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json new file mode 100644 index 000000000000..48bc36d5a09e --- /dev/null +++ b/tests/python/shared/assets/quality_conflicts.json @@ -0,0 +1,270 @@ +{ + "count": 17, + "next": null, + "previous": null, + "results": [ + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 581, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 550, + "type": "rectangle" + } + ], + "frame": 0, + "id": 1, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 584, + "type": "polygon" + }, + { + "job_id": 28, + "obj_id": 547, + "type": "polygon" + } + ], + "frame": 0, + "id": 2, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 583, + "type": "polyline" + }, + { + "job_id": 28, + "obj_id": 548, + "type": "polyline" + } + ], + "frame": 0, + "id": 3, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 587, + "type": "rectangle" + } + ], + "frame": 0, + "id": 4, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 601, + "type": "polygon" + } + ], + "frame": 0, + "id": 5, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 602, + "type": "polygon" + } + ], + "frame": 0, + "id": 6, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 582, + "type": "polyline" + } + ], + "frame": 0, + "id": 7, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 580, + "type": "polyline" + } + ], + "frame": 0, + "id": 8, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 585, + "type": "mask" + }, + { + "job_id": 28, + "obj_id": 546, + "type": "polygon" + } + ], + "frame": 0, + "id": 9, + "importance": "error", + "report_id": 2, + "type": "mismatching_label" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 583, + "type": "polyline" + }, + { + "job_id": 28, + "obj_id": 548, + "type": "polyline" + } + ], + "frame": 0, + "id": 10, + "importance": "warning", + "report_id": 2, + "type": "mismatching_direction" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 585, + "type": "mask" + } + ], + "frame": 0, + "id": 11, + "importance": "warning", + "report_id": 2, + "type": "covered_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 579, + "type": "rectangle" + } + ], + "frame": 1, + "id": 12, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 577, + "type": "points" + } + ], + "frame": 1, + "id": 13, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 573, + "type": "polygon" + } + ], + "frame": 1, + "id": 14, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 576, + "type": "mask" + } + ], + "frame": 1, + "id": 15, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 574, + "type": "ellipse" + } + ], + "frame": 1, + "id": 16, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 578, + "type": "polyline" + } + ], + "frame": 1, + "id": 17, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + } + ] +} \ No newline at end of file diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index ae13946a185c..9770027c3059 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -4,44 +4,66 @@ "previous": null, "results": [ { - "created_date": "2023-04-22T14:49:30.751747Z", + "created_date": "2023-05-18T18:19:52.294000Z", "gt_last_updated": "2023-04-14T15:03:25.984000Z", - "job_id": 27, + "id": 1, + "job_id": null, "parameters": { - "iou_threshold": 0.0 + "iou_threshold": 0.4 }, "parent_id": null, "summary": { - "conflicts_count": 0, - "ds_count": 0, - "frame_count": 0, - "frame_share_percent": 0.0, - "gt_count": 0, - "valid_count": 0 + "conflict_count": 17, + "conflicts_by_type": { + "covered_annotation": 1, + "extra_annotation": 5, + "low_overlap": 3, + "mismatching_direction": 1, + "mismatching_label": 1, + "missing_annotation": 6 + }, + "ds_count": 13, + "error_count": 12, + "frame_count": 4, + "frame_share_percent": 0.36363636363636365, + "gt_count": 14, + "valid_count": 7, + "warning_count": 5 }, - "target": "job", - "target_last_updated": "2023-04-14T14:58:50.944000Z", - "task_id": null + "target": "task", + "target_last_updated": "2023-04-14T15:03:25.969000Z", + "task_id": 22 }, { - "created_date": "2023-04-22T14:49:30.867049Z", + "created_date": "2023-05-18T18:19:52.298000Z", "gt_last_updated": "2023-04-14T15:03:25.984000Z", - "job_id": null, + "id": 2, + "job_id": 27, "parameters": { - "iou_threshold": 0.0 + "iou_threshold": 0.4 }, - "parent_id": null, + "parent_id": 1, "summary": { - "conflicts_count": 0, - "ds_count": 0, - "frame_count": 0, - "frame_share_percent": 0.0, - "gt_count": 0, - "valid_count": 0 + "conflict_count": 17, + "conflicts_by_type": { + "covered_annotation": 1, + "extra_annotation": 5, + "low_overlap": 3, + "mismatching_direction": 1, + "mismatching_label": 1, + "missing_annotation": 6 + }, + "ds_count": 13, + "error_count": 12, + "frame_count": 4, + "frame_share_percent": 0.36363636363636365, + "gt_count": 14, + "valid_count": 7, + "warning_count": 5 }, - "target": "task", - "target_last_updated": "2023-04-14T15:03:25.969000Z", - "task_id": 22 + "target": "job", + "target_last_updated": "2023-04-14T14:58:50.944000Z", + "task_id": null } ] } \ No newline at end of file diff --git a/tests/python/shared/assets/quality_settings.json b/tests/python/shared/assets/quality_settings.json new file mode 100644 index 000000000000..31a851cff7f6 --- /dev/null +++ b/tests/python/shared/assets/quality_settings.json @@ -0,0 +1,257 @@ +{ + "1": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 2 + }, + "2": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 5 + }, + "3": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 6 + }, + "4": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 7 + }, + "5": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 8 + }, + "6": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 9 + }, + "7": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 11 + }, + "8": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 12 + }, + "9": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 13 + }, + "10": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 14 + }, + "11": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 15 + }, + "12": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 17 + }, + "13": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 18 + }, + "14": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 19 + }, + "15": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 20 + }, + "16": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 21 + }, + "17": { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task": 22 + } +} \ No newline at end of file diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index 1fcd82e9ae2a..fcc9c09c7d05 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -35,6 +35,7 @@ "username": "user2" }, "project_id": null, + "quality_settings": 17, "segment_size": 11, "size": 11, "source_storage": null, @@ -76,6 +77,7 @@ "username": "admin1" }, "project_id": null, + "quality_settings": 16, "segment_size": 6, "size": 10, "source_storage": { @@ -125,6 +127,7 @@ "username": "admin1" }, "project_id": 12, + "quality_settings": 15, "segment_size": 2, "size": 2, "source_storage": { @@ -174,6 +177,7 @@ "username": "admin1" }, "project_id": null, + "quality_settings": 14, "segment_size": 2, "size": 2, "source_storage": { @@ -223,6 +227,7 @@ "username": "admin1" }, "project_id": 11, + "quality_settings": 13, "segment_size": 2, "size": 2, "source_storage": { @@ -278,6 +283,7 @@ "username": "admin1" }, "project_id": null, + "quality_settings": 12, "segment_size": 5, "size": 5, "source_storage": null, @@ -319,6 +325,7 @@ "username": "admin1" }, "project_id": 8, + "quality_settings": 11, "segment_size": 25, "size": 25, "source_storage": { @@ -368,6 +375,7 @@ "username": "admin1" }, "project_id": 5, + "quality_settings": 10, "segment_size": 8, "size": 8, "source_storage": { @@ -423,6 +431,7 @@ "username": "admin1" }, "project_id": 4, + "quality_settings": 9, "segment_size": 5, "size": 5, "source_storage": null, @@ -459,6 +468,7 @@ "username": "admin1" }, "project_id": null, + "quality_settings": 8, "segment_size": 0, "source_storage": null, "status": "annotation", @@ -505,6 +515,7 @@ "username": "business1" }, "project_id": 2, + "quality_settings": 7, "segment_size": 11, "size": 11, "source_storage": { @@ -560,6 +571,7 @@ "username": "business1" }, "project_id": 1, + "quality_settings": 6, "segment_size": 5, "size": 20, "source_storage": null, @@ -607,6 +619,7 @@ "username": "user1" }, "project_id": null, + "quality_settings": 5, "segment_size": 14, "size": 14, "source_storage": null, @@ -654,6 +667,7 @@ "username": "business2" }, "project_id": null, + "quality_settings": 4, "segment_size": 11, "size": 11, "source_storage": null, @@ -695,6 +709,7 @@ "username": "user1" }, "project_id": null, + "quality_settings": 3, "segment_size": 1, "size": 1, "source_storage": null, @@ -742,6 +757,7 @@ "username": "user1" }, "project_id": null, + "quality_settings": 2, "segment_size": 25, "size": 25, "source_storage": null, @@ -789,6 +805,7 @@ "username": "user1" }, "project_id": null, + "quality_settings": 1, "segment_size": 23, "size": 23, "source_storage": null, diff --git a/tests/python/shared/utils/dump_objects.py b/tests/python/shared/utils/dump_objects.py index 819090251be1..90fd827d0d22 100644 --- a/tests/python/shared/utils/dump_objects.py +++ b/tests/python/shared/utils/dump_objects.py @@ -9,6 +9,8 @@ if __name__ == "__main__": annotations = {} + quality_settings = {} + for obj in [ "user", "project", @@ -22,19 +24,32 @@ "issue", "webhook", "label", - "quality_report", + "quality/report", + "quality/conflict", ]: response = get_method("admin1", f"{obj}s", page_size="all") - with open(ASSETS_DIR / f"{obj}s.json", "w") as f: + + filename = f"{obj}s.json".replace("/", "_") + with open(ASSETS_DIR / filename, "w") as f: json.dump(response.json(), f, indent=2, sort_keys=True) if obj in ["job", "task"]: annotations[obj] = {} for _obj in response.json()["results"]: oid = _obj["id"] + response = get_method("admin1", f"{obj}s/{oid}/annotations") if response.status_code == HTTPStatus.OK: annotations[obj][oid] = response.json() + if obj == "task": + sid = _obj["quality_settings"] + response = get_method("admin1", f"quality/settings/{sid}") + if response.status_code == HTTPStatus.OK: + quality_settings[sid] = response.json() + with open(ASSETS_DIR / "annotations.json", "w") as f: json.dump(annotations, f, indent=2, sort_keys=True) + + with open(ASSETS_DIR / "quality_settings.json", "w") as f: + json.dump(quality_settings, f, indent=2, sort_keys=True) From e8b4d4f03e1d7d419008aeb8ca882ae4f6c75fe0 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 21:44:33 +0300 Subject: [PATCH 122/257] Update gt job creation tests --- cvat/apps/engine/serializers.py | 11 +++-- tests/python/rest_api/test_jobs.py | 79 +++++++++++++++++++++++++----- 2 files changed, 74 insertions(+), 16 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f82c118e54f7..15fb44158176 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -635,10 +635,13 @@ def create(self, validated_data): seed = validated_data.pop("seed", None) - import random - # NOTE: the RNG backend must not change to provide reproducible results - rng = random.Random(seed) - frames = rng.sample(valid_frame_ids, k=count) + # The RNG backend must not change to yield reproducible results, + # so here we specify it explicitly + from numpy import random + rng = random.Generator(random.MT19937(seed=seed)) + frames = rng.choice( + list(valid_frame_ids), size=count, shuffle=False, replace=False + ).tolist() elif frame_selection_method == models.JobFrameSelectionMethod.MANUAL: frames = validated_data.pop("frames") diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index f5c352ce2371..03af4639a63f 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -110,15 +110,7 @@ def test_can_create_gt_job_with_manual_frames(self, admin_user, tasks, task_mode (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) assert job_frame_count == gt_job_meta.size - - if task_mode == "annotation": - assert [f.name for f in gt_job_meta.frames] == [ - task_meta.frames[i].name for i in job_frame_ids - ] - elif task_mode == "interpolation": - assert gt_job_meta.included_frames == job_frame_ids - else: - assert False + assert job_frame_ids == gt_job_meta.included_frames @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode): @@ -140,7 +132,6 @@ def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode "type": "ground_truth", "frame_selection_method": "random_uniform", "count": job_frame_count, - "seed": 42, # make the test reproducible } response = self._test_create_job_ok(user, job_spec) @@ -150,11 +141,75 @@ def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) assert job_frame_count == gt_job_meta.size + assert job_frame_count == len(gt_job_meta.included_frames) + + @pytest.mark.parametrize("task_id, frame_ids", [ + # The results have to be the same in different CVAT revisions, + # so the task ids are fixed + (21, [3, 5, 7]), # annotation task + (5, [11, 14, 20]), # interpolation task + ]) + def test_can_create_gt_job_with_random_frames_and_seed(self, admin_user, task_id, frame_ids): + user = admin_user + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 3, + "seed": 42, + } + + response = self._test_create_job_ok(user, job_spec) + job_id = json.loads(response.data)["id"] + + with make_api_client(user) as api_client: + (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) + + assert gt_job_meta.included_frames == frame_ids + + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > job_frame_count + ) + task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "manual", + "frames": job_frame_ids, + } + + response = self._test_create_job_ok(user, job_spec) + job_id = json.loads(response.data)["id"] + + with make_api_client(user) as api_client: + (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) + + # The size is adjusted by the frame step and included frames + assert job_frame_count == gt_job_meta.size + assert job_frame_ids == gt_job_meta.included_frames + # The frames themselves are the same as in the whole range + # this is to allow navigation to adjacent frames if task_mode == "annotation": - assert [f.name for f in gt_job_meta.frames] == ["0.png", "1.png", "5.png"] + assert len(gt_job_meta.frames) == (gt_job_meta.stop_frame + 1 - gt_job_meta.start_frame) / frame_step elif task_mode == "interpolation": - assert gt_job_meta.included_frames == [0, 3, 20] + assert len(gt_job_meta.frames) == 1 else: assert False From 177a5809223ff9d27d3f0ce9f5b12685bd3c3584 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 21:46:29 +0300 Subject: [PATCH 123/257] Make quality_settings field optional in the responses --- cvat/apps/engine/serializers.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 15fb44158176..c5370ed2588c 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -978,6 +978,9 @@ class TaskReadSerializer(serializers.ModelSerializer): jobs = JobsSummarySerializer(url_filter_key='task_id', source='segment_set') labels = LabelsSummarySerializer(source='*') + # The field may be missing because the app can be disabled + quality_settings = serializers.ReadOnlyField(source='quality_settings.id', required=False) + class Meta: model = models.Task fields = ('url', 'id', 'name', 'project_id', 'mode', 'owner', 'assignee', From ee1bbf190455b26e9f8ffaa5e91f38a3f84fd6cd Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 21:46:53 +0300 Subject: [PATCH 124/257] Fix migration --- .../migrations/0001_initial.py | 33 +++++++------------ 1 file changed, 11 insertions(+), 22 deletions(-) diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 9b3538b552d0..4952962b7c2d 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -11,19 +11,6 @@ class Migration(migrations.Migration): ] state_operations = [ - migrations.CreateModel( - name='AnnotationConflict', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('frame', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), - ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), - ], - options={ - 'db_table': 'quality_control_annotationconflict', - }, - bases=(models.Model,), - ), migrations.CreateModel( name='QualitySettings', fields=[ @@ -42,9 +29,6 @@ class Migration(migrations.Migration): ('compare_attributes', models.BooleanField()), ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), ], - options={ - 'db_table': 'quality_control_qualitysettings', - }, bases=(models.Model,), ), migrations.CreateModel( @@ -59,9 +43,17 @@ class Migration(migrations.Migration): ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='quality_control.qualityreport')), ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), ], - options={ - 'db_table': 'quality_control_qualityreport', - }, + bases=(models.Model,), + ), + migrations.CreateModel( + name='AnnotationConflict', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('frame', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), + ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), + ('report', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='quality_control.qualityreport')), + ], bases=(models.Model,), ), migrations.CreateModel( @@ -73,9 +65,6 @@ class Migration(migrations.Migration): ('type', models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='quality_control.annotationconflict')), ], - options={ - 'db_table': 'quality_control_annotationid', - }, bases=(models.Model,), ), ] From bd8cb30fecaec9ce63f0bf50acb1bb7658e66a04 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 21:58:32 +0300 Subject: [PATCH 125/257] Fix time comparison --- cvat/apps/quality_control/quality_reports.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 351431e65d63..f4ce781d5f3d 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2060,7 +2060,7 @@ def _find_next_job_id( def _get_timestamp(job_id: str) -> timezone.datetime: job_timestamp = job_id.split(job_id_prefix, maxsplit=1)[-1] if job_timestamp == 'initial': - return timezone.datetime.min + return timezone.datetime.min.replace(tzinfo=timezone.utc) else: return timezone.datetime.fromtimestamp(float(job_timestamp), tz=timezone.utc) From 73d36928dbb4269e43eeb6b0b5e8a191ee436415 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 22:05:32 +0300 Subject: [PATCH 126/257] Fix summary fields in create responses, avoid races --- cvat/apps/engine/views.py | 19 ++++++++++++- tests/python/rest_api/test_jobs.py | 37 ++++++++++++++++++++++---- tests/python/rest_api/test_projects.py | 23 ++++++++++++++++ tests/python/rest_api/test_tasks.py | 27 +++++++++++++++++-- 4 files changed, 98 insertions(+), 8 deletions(-) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 10fd37b17fbb..e1b93760ced3 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -18,7 +18,7 @@ from django.apps import apps from django.conf import settings from django.contrib.auth.models import User -from django.db import IntegrityError +from django.db import IntegrityError, transaction from django.http import HttpResponse, HttpResponseNotFound, HttpResponseBadRequest from django.utils import timezone from django.db.models import Count, Q @@ -260,12 +260,16 @@ def get_queryset(self): queryset = perm.filter(queryset) return queryset + @transaction.atomic def perform_create(self, serializer, **kwargs): serializer.save( owner=self.request.user, organization=self.request.iam_context['organization'] ) + # Required for the extra summary information added in the queryset + serializer.instance = self.get_queryset().get(pk=serializer.instance.pk) + @extend_schema(methods=['GET'], summary='Export project as a dataset in a specific format', parameters=[ OpenApiParameter('format', description='Desired output format name\n' @@ -761,6 +765,7 @@ def append_backup_chunk(self, request, file_id): def export_backup(self, request, pk=None): return self.serialize(request, backup.export) + @transaction.atomic def perform_update(self, serializer): instance = serializer.instance @@ -773,16 +778,21 @@ def perform_update(self, serializer): if updated_instance.project: updated_instance.project.save() + @transaction.atomic def perform_create(self, serializer, **kwargs): serializer.save( owner=self.request.user, organization=self.request.iam_context['organization'] ) + if serializer.instance.project: db_project = serializer.instance.project db_project.save() assert serializer.instance.organization == db_project.organization + # Required for the extra summary information added in the queryset + serializer.instance = self.get_queryset().get(pk=serializer.instance.pk) + # UploadMixin method def get_upload_dir(self): if 'annotations' in self.action: @@ -1303,6 +1313,13 @@ def get_serializer_class(self): else: return JobWriteSerializer + @transaction.atomic + def perform_create(self, serializer): + super().perform_create(serializer) + + # Required for the extra summary information added in the queryset + serializer.instance = self.get_queryset().get(pk=serializer.instance.pk) + def perform_destroy(self, instance): if instance.type != JobType.GROUND_TRUTH: raise ValidationError("Only ground truth jobs can be removed") diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 03af4639a63f..b159cc162d94 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -298,6 +298,30 @@ def test_create_gt_job_in_org_task( user["username"], job_spec, expected_status=HTTPStatus.FORBIDDEN, **extra_kwargs ) + def test_create_response_matches_get(self, tasks, jobs, users): + task = next( + t + for t in tasks + if t["organization"] is None + and all(j["type"] != "ground_truth" for j in jobs if j["task_id"] == t["id"]) + and not users[t["owner"]["id"]]["is_superuser"] + ) + user = task["owner"]["username"] + + spec = { + "task_id": task["id"], + "type": "ground_truth", + "frame_selection_method": "random_uniform", + "count": 1, + } + + response = self._test_create_job_ok(user, spec) + job = json.loads(response.data) + + with make_api_client(user) as api_client: + (_, response) = api_client.jobs_api.retrieve(job["id"]) + assert DeepDiff(job, json.loads(response.data), ignore_order=True) == {} + @pytest.mark.usefixtures("restore_db_per_function") class TestDeleteJobs: @@ -413,7 +437,9 @@ def test_destroy_gt_job_in_org_task( @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobs: - def _test_get_job_200(self, user, jid, *, expected_data: Optional[Dict[str, Any]], **kwargs): + def _test_get_job_200( + self, user, jid, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs + ): with make_api_client(user) as client: (_, response) = client.jobs_api.retrieve(jid, **kwargs) assert response.status == HTTPStatus.OK @@ -475,7 +501,7 @@ def test_can_get_gt_job_in_sandbox_task(self, tasks, jobs, users, admin_user): with make_api_client(admin_user) as api_client: (job, _) = api_client.jobs_api.create(job_spec) - self._test_get_job_200(user, job.id, expected_data=None) + self._test_get_job_200(user, job.id) @pytest.mark.usefixtures("restore_db_per_function") @pytest.mark.parametrize( @@ -531,12 +557,13 @@ def test_get_gt_job_in_org_task( } with make_api_client(admin_user) as api_client: - (job, _) = api_client.jobs_api.create(job_spec, **extra_kwargs) + (_, response) = api_client.jobs_api.create(job_spec, **extra_kwargs) + job = json.loads(response.data) if allow: - self._test_get_job_200(user["username"], job.id, expected_data=None, **extra_kwargs) + self._test_get_job_200(user["username"], job["id"], expected_data=job, **extra_kwargs) else: - self._test_get_job_403(user["username"], job.id, **extra_kwargs) + self._test_get_job_403(user["username"], job["id"], **extra_kwargs) @pytest.mark.usefixtures("restore_db_per_class") diff --git a/tests/python/rest_api/test_projects.py b/tests/python/rest_api/test_projects.py index b43aa6416380..1ab599dd7a0b 100644 --- a/tests/python/rest_api/test_projects.py +++ b/tests/python/rest_api/test_projects.py @@ -315,6 +315,8 @@ def _test_create_project_201(self, user, spec, **kwargs): (_, response) = api_client.projects_api.create(spec, **kwargs) assert response.status == HTTPStatus.CREATED + return response + def _test_create_project_403(self, user, spec, **kwargs): with make_api_client(user) as api_client: (_, response) = api_client.projects_api.create( @@ -322,6 +324,8 @@ def _test_create_project_403(self, user, spec, **kwargs): ) assert response.status == HTTPStatus.FORBIDDEN + return response + def test_if_worker_cannot_create_project(self, find_users): workers = find_users(privilege="worker") assert len(workers) @@ -445,6 +449,25 @@ def test_user_cannot_create_project_with_cloud_storage_without_access( response = post_method(user, "/projects", project_spec) assert response.status_code == HTTPStatus.FORBIDDEN + def test_create_response_matches_get(self, admin_user): + username = admin_user + + spec = { + "name": "test create project", + "labels": [ + { + "name": "a" + } + ] + } + + response = self._test_create_project_201(username, spec) + project = json.loads(response.data) + + with make_api_client(username) as api_client: + (_, response) = api_client.projects_api.retrieve(project["id"]) + assert DeepDiff(project, json.loads(response.data), ignore_order=True) == {} + def _check_cvat_for_video_project_annotations_meta(content, values_to_be_checked): document = ET.fromstring(content) diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index 0b209ba5c710..21b2839a70c3 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -203,6 +203,8 @@ def _test_create_task_201(self, user, spec, **kwargs): (_, response) = api_client.tasks_api.create(spec, **kwargs) assert response.status == HTTPStatus.CREATED + return response + def _test_create_task_403(self, user, spec, **kwargs): with make_api_client(user) as api_client: (_, response) = api_client.tasks_api.create( @@ -210,6 +212,8 @@ def _test_create_task_403(self, user, spec, **kwargs): ) assert response.status == HTTPStatus.FORBIDDEN + return response + def _test_users_to_create_task_in_project( self, project_id, users, is_staff, is_allow, is_project_staff, **kwargs ): @@ -263,8 +267,27 @@ def test_worker_cannot_create_task_in_project_without_ownership( project_id, users, is_staff, is_allow, is_project_staff, org=org["slug"] ) - def test_can_create_task_with_skeleton(self): - username = "admin1" + def test_create_response_matches_get(self, admin_user): + username = admin_user + + spec = { + "name": "test create task", + "labels": [ + { + "name": "a" + } + ] + } + + response = self._test_create_task_201(username, spec) + task = json.loads(response.data) + + with make_api_client(username) as api_client: + (_, response) = api_client.tasks_api.retrieve(task["id"]) + assert DeepDiff(task, json.loads(response.data), ignore_order=True) == {} + + def test_can_create_task_with_skeleton(self, admin_user): + username = admin_user spec = { "name": f"test admin1 to create a task with skeleton", From 98f62787821eda332c515fa7c10b8d42b849f66e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 22:07:36 +0300 Subject: [PATCH 127/257] Avoid quality report updates in tests --- tests/docker-compose.quality_settings.yml | 7 +++++++ tests/python/shared/fixtures/init.py | 1 + 2 files changed, 8 insertions(+) create mode 100644 tests/docker-compose.quality_settings.yml diff --git a/tests/docker-compose.quality_settings.yml b/tests/docker-compose.quality_settings.yml new file mode 100644 index 000000000000..259bcda3ea1e --- /dev/null +++ b/tests/docker-compose.quality_settings.yml @@ -0,0 +1,7 @@ +services: + cvat_server: + environment: + # Avoid quality updates during test runs. + # Note that DB initialization triggers server signals, + # so quality report updates are scheduled for applicable jobs. + CVAT_QUALITY_CHECK_JOB_DELAY: 10000 diff --git a/tests/python/shared/fixtures/init.py b/tests/python/shared/fixtures/init.py index 769c576d8eda..93e14d54d561 100644 --- a/tests/python/shared/fixtures/init.py +++ b/tests/python/shared/fixtures/init.py @@ -29,6 +29,7 @@ "tests/docker-compose.file_share.yml", "tests/docker-compose.minio.yml", "tests/docker-compose.test_servers.yml", + "tests/docker-compose.quality_settings.yml", ] + CONTAINER_NAME_FILES From 421fcf558f113e76f6403ef1b71b20f676fcfe67 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 22:57:27 +0300 Subject: [PATCH 128/257] Add tests for quality endpoints --- cvat/apps/quality_control/views.py | 4 +- cvat/schema.yml | 12 +++- .../rest_api/test_check_objects_integrity.py | 19 +++++- tests/python/rest_api/test_quality_control.py | 64 +++++++++++++++---- tests/python/shared/fixtures/data.py | 18 ++++++ 5 files changed, 100 insertions(+), 17 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 94a781aa62f1..11fd0142e177 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -51,7 +51,9 @@ class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): iam_organization_field = None search_fields = [] - filter_fields = list(search_fields) + ['id', 'report_id', 'frame', 'type', 'job_id'] + filter_fields = list(search_fields) + [ + 'id', 'report_id', 'frame', 'type', 'job_id', 'importance' + ] simple_filters = set(filter_fields) - {'id'} lookup_fields = { 'report_id': 'report__id', diff --git a/cvat/schema.yml b/cvat/schema.yml index 562dc76d7e9f..8cc03f4e574f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4174,7 +4174,7 @@ paths: required: false in: query description: 'A filter term. Available filter_fields: [''id'', ''report_id'', - ''frame'', ''type'', ''job_id'']' + ''frame'', ''type'', ''job_id'', ''importance'']' schema: type: string - name: frame @@ -4182,6 +4182,14 @@ paths: description: A simple equality filter for the frame field schema: type: integer + - name: importance + in: query + description: A simple equality filter for the importance field + schema: + type: string + enum: + - warning + - error - name: job_id in: query description: A simple equality filter for the job_id field @@ -4224,7 +4232,7 @@ paths: required: false in: query description: 'Which field to use when ordering the results. Available ordering_fields: - [''id'', ''report_id'', ''frame'', ''type'', ''job_id'']' + [''id'', ''report_id'', ''frame'', ''type'', ''job_id'', ''importance'']' schema: type: string - in: query diff --git a/tests/python/rest_api/test_check_objects_integrity.py b/tests/python/rest_api/test_check_objects_integrity.py index a89e4c542878..ee3b5b830d6c 100644 --- a/tests/python/rest_api/test_check_objects_integrity.py +++ b/tests/python/rest_api/test_check_objects_integrity.py @@ -15,9 +15,12 @@ @pytest.mark.usefixtures("restore_db_per_class") class TestGetResources: @pytest.mark.parametrize("path", config.ASSETS_DIR.glob("*.json")) - def test_check_objects_integrity(self, path: Path): + def test_check_objects_integrity(self, path: Path, tasks): with open(path) as f: endpoint = path.stem + if endpoint in ["quality_settings", "quality_reports", "quality_conflicts"]: + endpoint = "/".join(endpoint.split("_")) + if endpoint == "annotations": objects = json.load(f) for jid, annotations in objects["job"].items(): @@ -31,6 +34,20 @@ def test_check_objects_integrity(self, path: Path): ) == {} ) + elif endpoint == "quality/settings": + # There is no list endpoint, but every task must have quality settings + objects = json.load(f) + assert len(tasks) == len(objects) + for sid, settings in objects.items(): + response = config.get_method("admin1", f"quality/settings/{sid}").json() + assert ( + DeepDiff( + settings, + response, + ignore_order=True, + ) + == {} + ) else: response = config.get_method("admin1", endpoint, page_size="all") json_objs = json.load(f) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 9b1d3ec1fe5b..5109155cfc99 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -2,27 +2,23 @@ # # SPDX-License-Identifier: MIT -import json -from copy import deepcopy -from http import HTTPStatus -from typing import List +from typing import Any, Dict, List, Tuple import pytest -from cvat_sdk.api_client import models from cvat_sdk.api_client.api_client import ApiClient, Endpoint from cvat_sdk.core.helpers import get_paginated_collection from deepdiff import DeepDiff -from shared.utils.config import BASE_URL, USER_PASS, make_api_client +from shared.utils.config import make_api_client -from .utils import CollectionSimpleFilterTestBase, _test_create_task +from .utils import CollectionSimpleFilterTestBase class TestListQualityReports: def _test_list_200(self, user, task_id, data, **kwargs): with make_api_client(user) as api_client: results = get_paginated_collection( - api_client.quality_reports_api.list_endpoint, + api_client.quality_api.list_reports_endpoint, return_json=True, task_id=task_id, **kwargs, @@ -35,18 +31,29 @@ def test_can_list_quality_reports(self, admin_user, tasks, quality_reports): self._test_list_200(admin_user, task_id, reports) - # test the tree structure - # test filter values - class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) - def setup(self, restore_db_per_class, admin_user, quality_reports): + def setup(self, restore_db_per_class, admin_user, quality_reports, jobs): self.user = admin_user self.samples = quality_reports + self.job_samples = jobs def _get_endpoint(self, api_client: ApiClient) -> Endpoint: - return api_client.quality_reports_api.list_endpoint + return api_client.quality_api.list_reports_endpoint + + def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: + if field == "task_id": + # This filter includes both the task and nested job reports + task_id, task_reports = super()._get_field_samples(field) + task_job_ids = set(j["id"] for j in self.job_samples if j["task_id"] == task_id) + task_reports = list(task_reports) + [ + r for r in self.samples + if self._get_field(r, self._map_field("job_id")) in task_job_ids + ] + return task_id, task_reports + else: + return super()._get_field_samples(field) @pytest.mark.parametrize( "field", @@ -54,3 +61,34 @@ def _get_endpoint(self, api_client: ApiClient) -> Endpoint: ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) + + +class TestSimpleQualityConflictsFilters(CollectionSimpleFilterTestBase): + @pytest.fixture(autouse=True) + def setup(self, restore_db_per_class, admin_user, quality_conflicts, quality_reports): + self.user = admin_user + self.samples = quality_conflicts + self.report_samples = quality_reports + + def _get_endpoint(self, api_client: ApiClient) -> Endpoint: + return api_client.quality_api.list_conflicts_endpoint + + def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: + if field == "job_id": + # This field is not included in the response + job_id = self._find_valid_field_value(self.report_samples, field_path=["job_id"]) + job_reports = set(r["id"] for r in self.report_samples if r["job_id"] == job_id) + job_conflicts = [ + c for c in self.samples + if self._get_field(c, self._map_field("report_id")) in job_reports + ] + return job_id, job_conflicts + else: + return super()._get_field_samples(field) + + @pytest.mark.parametrize( + "field", + ("report_id", "importance", "type", "frame", "job_id"), + ) + def test_can_use_simple_filter_for_object_list(self, field): + return super().test_can_use_simple_filter_for_object_list(field) diff --git a/tests/python/shared/fixtures/data.py b/tests/python/shared/fixtures/data.py index 0f11626506e1..49a856b7716c 100644 --- a/tests/python/shared/fixtures/data.py +++ b/tests/python/shared/fixtures/data.py @@ -112,6 +112,24 @@ def labels(): return Container(json.load(f)["results"]) +@pytest.fixture(scope="session") +def quality_reports(): + with open(ASSETS_DIR / "quality_reports.json") as f: + return Container(json.load(f)["results"]) + + +@pytest.fixture(scope="session") +def quality_conflicts(): + with open(ASSETS_DIR / "quality_conflicts.json") as f: + return Container(json.load(f)["results"]) + + +@pytest.fixture(scope="session") +def quality_settings(): + with open(ASSETS_DIR / "quality_settings.json") as f: + return json.load(f)["results"] + + @pytest.fixture(scope="session") def users_by_name(users): return {user["username"]: user for user in users} From ac6aa97009d13aa4f142683b68292097c82f9562 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 18 May 2023 22:58:09 +0300 Subject: [PATCH 129/257] Format code --- tests/python/rest_api/test_jobs.py | 20 ++++++++++++------- tests/python/rest_api/test_projects.py | 9 +-------- tests/python/rest_api/test_quality_control.py | 6 ++++-- tests/python/rest_api/test_tasks.py | 9 +-------- 4 files changed, 19 insertions(+), 25 deletions(-) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index b159cc162d94..88a22a942062 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -143,12 +143,15 @@ def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode assert job_frame_count == gt_job_meta.size assert job_frame_count == len(gt_job_meta.included_frames) - @pytest.mark.parametrize("task_id, frame_ids", [ - # The results have to be the same in different CVAT revisions, - # so the task ids are fixed - (21, [3, 5, 7]), # annotation task - (5, [11, 14, 20]), # interpolation task - ]) + @pytest.mark.parametrize( + "task_id, frame_ids", + [ + # The results have to be the same in different CVAT revisions, + # so the task ids are fixed + (21, [3, 5, 7]), # annotation task + (5, [11, 14, 20]), # interpolation task + ], + ) def test_can_create_gt_job_with_random_frames_and_seed(self, admin_user, task_id, frame_ids): user = admin_user job_spec = { @@ -207,7 +210,10 @@ def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): # The frames themselves are the same as in the whole range # this is to allow navigation to adjacent frames if task_mode == "annotation": - assert len(gt_job_meta.frames) == (gt_job_meta.stop_frame + 1 - gt_job_meta.start_frame) / frame_step + assert ( + len(gt_job_meta.frames) + == (gt_job_meta.stop_frame + 1 - gt_job_meta.start_frame) / frame_step + ) elif task_mode == "interpolation": assert len(gt_job_meta.frames) == 1 else: diff --git a/tests/python/rest_api/test_projects.py b/tests/python/rest_api/test_projects.py index 1ab599dd7a0b..8dd4595a25a0 100644 --- a/tests/python/rest_api/test_projects.py +++ b/tests/python/rest_api/test_projects.py @@ -452,14 +452,7 @@ def test_user_cannot_create_project_with_cloud_storage_without_access( def test_create_response_matches_get(self, admin_user): username = admin_user - spec = { - "name": "test create project", - "labels": [ - { - "name": "a" - } - ] - } + spec = {"name": "test create project", "labels": [{"name": "a"}]} response = self._test_create_project_201(username, spec) project = json.loads(response.data) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 5109155cfc99..642f6504e4b0 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -48,7 +48,8 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: task_id, task_reports = super()._get_field_samples(field) task_job_ids = set(j["id"] for j in self.job_samples if j["task_id"] == task_id) task_reports = list(task_reports) + [ - r for r in self.samples + r + for r in self.samples if self._get_field(r, self._map_field("job_id")) in task_job_ids ] return task_id, task_reports @@ -79,7 +80,8 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: job_id = self._find_valid_field_value(self.report_samples, field_path=["job_id"]) job_reports = set(r["id"] for r in self.report_samples if r["job_id"] == job_id) job_conflicts = [ - c for c in self.samples + c + for c in self.samples if self._get_field(c, self._map_field("report_id")) in job_reports ] return job_id, job_conflicts diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index 21b2839a70c3..fef4e5aa5c24 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -270,14 +270,7 @@ def test_worker_cannot_create_task_in_project_without_ownership( def test_create_response_matches_get(self, admin_user): username = admin_user - spec = { - "name": "test create task", - "labels": [ - { - "name": "a" - } - ] - } + spec = {"name": "test create task", "labels": [{"name": "a"}]} response = self._test_create_task_201(username, spec) task = json.loads(response.data) From 7ccf16d37c1afaac88e0a54b26545e385fe0e345 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 11:17:08 +0300 Subject: [PATCH 130/257] added gt conflicts card --- cvat-core/src/quality-report.ts | 20 ++++- .../quality/analytics-card.tsx | 2 +- .../task-analytics-page/quality/common.ts | 6 ++ .../quality/gt-conflicts.tsx | 79 +++++++++++++++++++ .../quality/task-quality-component.tsx | 4 + .../task-analytics-page/styles.scss | 2 +- 6 files changed, 110 insertions(+), 3 deletions(-) create mode 100644 cvat-ui/src/components/task-analytics-page/quality/common.ts create mode 100644 cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index c53fdc114a46..98b7afbca21b 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -16,7 +16,13 @@ export interface RawQualityReportData { conflict_count: number, valid_count: number, ds_count: number, - gt_count: number + gt_count: number, + error_count: number, + warning_count: number, + conflicts_by_type: { + extra_annotation: number, + missing_annotation: number, + } }; parameters?: object; } @@ -29,6 +35,12 @@ export interface QualitySummary { dsCount: number; gtCount: number; accuracy: number; + errorCount: number; + warningCount: number; + conflictsByType: { + extraAnnotations: number; + missingAnnotations: number; + } } export default class QualityReport { @@ -92,6 +104,12 @@ export default class QualityReport { gtCount: data.summary.gt_count, accuracy: (data.summary.valid_count / (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count)) * 100, + conflictsByType: { + extraAnnotations: data.summary.conflicts_by_type.extra_annotation, + missingAnnotations: data.summary.conflicts_by_type.missing_annotation, + }, + errorCount: data.summary.error_count, + warningCount: data.summary.warning_count, }), }, parameters: { diff --git a/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx b/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx index 693bd1c93032..2df0db916ff2 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx @@ -15,7 +15,7 @@ interface Props { title: string; size?: number; className?: string; - value: string; + value?: string | number; tooltip?: JSX.Element; bottomElement?: JSX.Element; rightElement?: JSX.Element; diff --git a/cvat-ui/src/components/task-analytics-page/quality/common.ts b/cvat-ui/src/components/task-analytics-page/quality/common.ts new file mode 100644 index 000000000000..78ed21e3d6c5 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/common.ts @@ -0,0 +1,6 @@ +export function percent(a?: number, b?: number): string | number { + if (Number.isFinite(a) && typeof a !== 'undefined' && b) { + return Number((a / b) * 100).toFixed(1); + } + return 'N/A'; +} diff --git a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx new file mode 100644 index 000000000000..3633ea120dee --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx @@ -0,0 +1,79 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import '../styles.scss'; + +import React from 'react'; +import Text from 'antd/lib/typography/Text'; +import { QualityReport, Task } from 'cvat-core-wrapper'; +import { useSelector } from 'react-redux'; +import { CombinedState } from 'reducers'; +import AnalyticsCard from './analytics-card'; +import { percent } from './common'; + +interface Props { + task: Task; +} + +const THRESHOLD = 5000; + +function GTConflicts(props: Props): JSX.Element { + const { task } = props; + const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); + const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); + + let conflictsRepresentation: string | number = 'N/A'; + let reportSummary; + if (taskReport) { + reportSummary = taskReport.summary; + conflictsRepresentation = reportSummary?.conflictCount > THRESHOLD ? '>5000' : reportSummary?.conflictCount; + } + + const tooltip = ( +
+ + Conflicts by type: + + + Missing annotations:  + {reportSummary?.conflictsByType.missingAnnotations} + + + Extra annotations:  + {reportSummary?.conflictsByType.extraAnnotations} + +
+ ); + + const bottomElement = ( + <> + + Errors: + {' '} + {reportSummary?.errorCount} + {` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)}%)`} + + + {', '} + Warnings: + {' '} + {reportSummary?.warningCount} + {` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)}%)`} + + + ); + + return ( + + ); +} + +export default React.memo(GTConflicts); diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index 0b7e6d60c70b..e090c00c391f 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -16,6 +16,7 @@ import { CombinedState } from 'reducers'; import EmptyQuality from './empty-quality'; import MeanQuality from './mean-quality'; import JobList from './job-list'; +import GtConflicts from './gt-conflicts'; interface Props { task: Task, @@ -41,6 +42,9 @@ function TaskQualityComponent(props: Props): JSX.Element { + + + diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 3b55aa858fd4..ec80c11d2f99 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -7,7 +7,7 @@ .cvat-analytics-inner { background: $background-color-1; min-height: $grid-unit-size * 95; - padding: $grid-unit-size * 2; + padding: $grid-unit-size * 4; .ant-tabs { height: 100%; From f410a84edb4f860a87f7b7227b20a8b873321008 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 12:16:17 +0300 Subject: [PATCH 131/257] added issues card --- cvat-core/src/server-proxy.ts | 8 +-- cvat-core/src/session-implementation.ts | 7 ++- cvat-core/src/session.ts | 5 ++ .../task-analytics-page/quality/issues.tsx | 61 +++++++++++++++++++ .../quality/task-quality-component.tsx | 4 +- .../task-analytics-page/styles.scss | 4 ++ 6 files changed, 83 insertions(+), 6 deletions(-) create mode 100644 cvat-ui/src/components/task-analytics-page/quality/issues.tsx diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index cca0589f7514..238e1fcaf45e 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -1243,19 +1243,19 @@ async function getJobs( return response.data; } -async function getJobIssues(jobID: number) { +async function getIssues(filter) { const { backendAPI } = config; let response = null; try { const organization = enableOrganization(); response = await fetchAll(`${backendAPI}/issues`, { - job_id: jobID, + ...filter, ...organization, }); const commentsResponse = await fetchAll(`${backendAPI}/comments`, { - job_id: jobID, + ...filter, ...organization, }); @@ -2298,7 +2298,7 @@ export default Object.freeze({ issues: Object.freeze({ create: createIssue, update: updateIssue, - get: getJobIssues, + get: getIssues, delete: deleteIssue, }), diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index a7ceba4b9f86..2630f05cdb73 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -85,7 +85,7 @@ export function implementJob(Job) { }; Job.prototype.issues.implementation = async function () { - const result = await serverProxy.issues.get(this.id); + const result = await serverProxy.issues.get({job_id: this.id }); return result.map((issue) => new Issue(issue)); }; @@ -513,6 +513,11 @@ export function implementTask(Task) { return result; }; + Task.prototype.issues.implementation = async function () { + const result = await serverProxy.issues.get({ task_id: this.id }); + return result.map((issue) => new Issue(issue)); + }; + Task.prototype.backup.implementation = async function ( targetStorage: Storage, useDefaultSettings: boolean, diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 9c8d09fa25f8..fdc1f8498eda 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -1114,6 +1114,11 @@ export class Task extends Session { return result; } + async issues() { + const result = await PluginRegistry.apiWrapper.call(this, Task.prototype.issues); + return result; + } + static async restore(storage: Storage, file: File | string) { const result = await PluginRegistry.apiWrapper.call(this, Task.restore, storage, file); return result; diff --git a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx new file mode 100644 index 000000000000..37412eb3bf5a --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx @@ -0,0 +1,61 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import '../styles.scss'; + +import React, { useEffect, useState } from 'react'; +import Text from 'antd/lib/typography/Text'; +import { Task } from 'cvat-core-wrapper'; +import notification from 'antd/lib/notification'; +import AnalyticsCard from './analytics-card'; +import { percent } from './common'; + +interface Props { + task: Task; +} + +function Issues(props: Props): JSX.Element { + const { task } = props; + + const [issuesCount, setIssuesCount] = useState(0); + const [resolvedIssues, setResolvedIssues] = useState(0); + useEffect(() => { + task + .issues() + .then((issues: any[]) => { + setIssuesCount(issues.length); + setResolvedIssues(issues.reduce((acc, issue) => (issue.resolved ? acc + 1 : acc), 0)); + }) + .catch((_error: any) => { + notification.error({ + description: _error.toString(), + message: "Couldn't fetch issues", + className: 'cvat-notification-notice-get-issues-error', + }); + }); + }, []); + + const bottomElement = ( + <> + + Resolved: + {' '} + {resolvedIssues} + {` (${percent(resolvedIssues, issuesCount)}%)`} + + + ); + + return ( + + ); +} + +export default React.memo(Issues); diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index e090c00c391f..e23505d38417 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -17,6 +17,7 @@ import EmptyQuality from './empty-quality'; import MeanQuality from './mean-quality'; import JobList from './job-list'; import GtConflicts from './gt-conflicts'; +import Issues from './issues'; interface Props { task: Task, @@ -42,8 +43,9 @@ function TaskQualityComponent(props: Props): JSX.Element { - + + diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index ec80c11d2f99..3a5f7b30ac54 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -53,6 +53,10 @@ } } +.cvat-task-gt-conflicts { + // margin-right: $grid-unit-size; +} + .cvat-analytics-download-report-button { padding-left: $grid-unit-size * 2; padding-right: $grid-unit-size * 2; From 1f12173ef2e7e9255b0f73c75f4475dfc9a6c0cf Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 19 May 2023 13:59:17 +0300 Subject: [PATCH 132/257] Add more quality tests --- cvat/apps/quality_control/views.py | 3 + cvat/schema.yml | 3 +- tests/python/rest_api/test_quality_control.py | 122 +++++++++++++++++- tests/python/shared/fixtures/data.py | 2 +- 4 files changed, 127 insertions(+), 3 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 11fd0142e177..94aec7ba4d32 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -165,6 +165,9 @@ def get_queryset(self): @extend_schema( operation_id="quality_retrieve_report_data", summary="Retrieve full contents of the report in JSON format", + responses={ + '200': OpenApiTypes.OBJECT + } ) @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) def data(self, request, pk): diff --git a/cvat/schema.yml b/cvat/schema.yml index 8cc03f4e574f..bb9999657fde 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4434,7 +4434,8 @@ paths: content: application/vnd.cvat+json: schema: - $ref: '#/components/schemas/QualityReport' + type: object + additionalProperties: {} description: '' /api/quality/reports/debug: get: diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 642f6504e4b0..56ae4fb2bee1 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -2,7 +2,9 @@ # # SPDX-License-Identifier: MIT -from typing import Any, Dict, List, Tuple +import json +from http import HTTPStatus +from typing import Any, Dict, List, Optional, Tuple import pytest from cvat_sdk.api_client.api_client import ApiClient, Endpoint @@ -32,6 +34,21 @@ def test_can_list_quality_reports(self, admin_user, tasks, quality_reports): self._test_list_200(admin_user, task_id, reports) +class TestGetQualityReports: + @pytest.mark.parametrize("target", ["task", "job"]) + def test_can_get_full_report_data(self, admin_user, target, quality_reports): + report = next(r for r in quality_reports if (r["job_id"] is not None) == (target == "job")) + report_id = report["id"] + + with make_api_client(admin_user) as api_client: + (report_data, response) = api_client.quality_api.retrieve_report_data(report_id) + assert response.status == HTTPStatus.OK + + # Just check several keys exist + for key in ["parameters", "comparison_summary", "frame_results"]: + assert key in report_data.keys(), key + + class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) def setup(self, restore_db_per_class, admin_user, quality_reports, jobs): @@ -94,3 +111,106 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) + + +class TestGetSettings: + def _test_get_settings_200( + self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs + ): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_settings(obj_id, **kwargs) + assert response.status == HTTPStatus.OK + + if expected_data is not None: + assert DeepDiff(expected_data, json.loads(response.data), ignore_order=True) == {} + + return response + + def _test_get_settings_403(self, user: str, obj_id: int, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_settings( + obj_id, **kwargs, _parse_response=False, _check_status=False + ) + assert response.status == HTTPStatus.FORBIDDEN + + return response + + def test_can_get_settings(self, admin_user, quality_settings): + settings_id, settings = next(iter(quality_settings.items())) + self._test_get_settings_200(admin_user, settings_id, expected_data=settings) + + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_get_settings_in_sandbox_task( + self, quality_settings, tasks, users, is_task_staff, is_staff, allow + ): + task = next( + t + for t in tasks + if t["organization"] is None and not users[t["owner"]["id"]]["is_superuser"] + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + + if allow: + self._test_get_settings_200(user, settings_id, expected_data=settings) + else: + self._test_get_settings_403(user, settings_id) + + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_get_settings_in_org_task( + self, + tasks, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + quality_settings, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + + if allow: + self._test_get_settings_200( + user["username"], settings_id, expected_data=settings, **extra_kwargs + ) + else: + self._test_get_settings_403(user["username"], settings_id, **extra_kwargs) diff --git a/tests/python/shared/fixtures/data.py b/tests/python/shared/fixtures/data.py index 49a856b7716c..acc6f85c6f85 100644 --- a/tests/python/shared/fixtures/data.py +++ b/tests/python/shared/fixtures/data.py @@ -127,7 +127,7 @@ def quality_conflicts(): @pytest.fixture(scope="session") def quality_settings(): with open(ASSETS_DIR / "quality_settings.json") as f: - return json.load(f)["results"] + return {int(k): v for k, v in json.load(f).items()} @pytest.fixture(scope="session") From 2aa1eee8a670ee83e92e90ac97e400f2b8dfa6cc Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 14:13:58 +0300 Subject: [PATCH 133/257] updated analytics utility functions --- .../task-analytics-page/quality/common.ts | 13 +++++++++++-- .../task-analytics-page/quality/gt-conflicts.tsx | 14 ++++++-------- .../task-analytics-page/quality/issues.tsx | 6 +++--- .../src/components/task-analytics-page/styles.scss | 4 ---- 4 files changed, 20 insertions(+), 17 deletions(-) diff --git a/cvat-ui/src/components/task-analytics-page/quality/common.ts b/cvat-ui/src/components/task-analytics-page/quality/common.ts index 78ed21e3d6c5..43461abdee0d 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/common.ts +++ b/cvat-ui/src/components/task-analytics-page/quality/common.ts @@ -1,6 +1,15 @@ export function percent(a?: number, b?: number): string | number { - if (Number.isFinite(a) && typeof a !== 'undefined' && b) { - return Number((a / b) * 100).toFixed(1); + if (typeof a !== 'undefined' && Number.isFinite(a) && b) { + return `${Number((a / b) * 100).toFixed(1)}%`; + } + return 'N/A'; +} + +const THRESHOLD = 5000; +export function clampValue(a?: number): string | number { + if (typeof a !== 'undefined' && Number.isFinite(a)) { + if (a <= THRESHOLD) return a; + return `> ${THRESHOLD}`; } return 'N/A'; } diff --git a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx index 3633ea120dee..b0a1ae89b706 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx @@ -10,14 +10,12 @@ import { QualityReport, Task } from 'cvat-core-wrapper'; import { useSelector } from 'react-redux'; import { CombinedState } from 'reducers'; import AnalyticsCard from './analytics-card'; -import { percent } from './common'; +import { percent, clampValue } from './common'; interface Props { task: Task; } -const THRESHOLD = 5000; - function GTConflicts(props: Props): JSX.Element { const { task } = props; const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); @@ -27,7 +25,7 @@ function GTConflicts(props: Props): JSX.Element { let reportSummary; if (taskReport) { reportSummary = taskReport.summary; - conflictsRepresentation = reportSummary?.conflictCount > THRESHOLD ? '>5000' : reportSummary?.conflictCount; + conflictsRepresentation = clampValue(reportSummary?.conflictCount); } const tooltip = ( @@ -51,15 +49,15 @@ function GTConflicts(props: Props): JSX.Element { Errors: {' '} - {reportSummary?.errorCount} - {` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)}%)`} + {clampValue(reportSummary?.errorCount)} + {` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)})`} {', '} Warnings: {' '} - {reportSummary?.warningCount} - {` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)}%)`} + {clampValue(reportSummary?.warningCount)} + {` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)})`} ); diff --git a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx index 37412eb3bf5a..9763ca0f4fd9 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx @@ -9,7 +9,7 @@ import Text from 'antd/lib/typography/Text'; import { Task } from 'cvat-core-wrapper'; import notification from 'antd/lib/notification'; import AnalyticsCard from './analytics-card'; -import { percent } from './common'; +import { percent, clampValue } from './common'; interface Props { task: Task; @@ -41,8 +41,8 @@ function Issues(props: Props): JSX.Element { Resolved: {' '} - {resolvedIssues} - {` (${percent(resolvedIssues, issuesCount)}%)`} + {clampValue(resolvedIssues)} + {` (${percent(resolvedIssues, issuesCount)})`} ); diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 3a5f7b30ac54..ec80c11d2f99 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -53,10 +53,6 @@ } } -.cvat-task-gt-conflicts { - // margin-right: $grid-unit-size; -} - .cvat-analytics-download-report-button { padding-left: $grid-unit-size * 2; padding-right: $grid-unit-size * 2; From ac4e56f2bddc59a20d17689d72267a14a8e18a68 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 14:20:17 +0300 Subject: [PATCH 134/257] added quality reports hint --- .../quality/task-quality-component.tsx | 10 ++++++++-- .../src/components/task-analytics-page/styles.scss | 12 ++++++++++++ 2 files changed, 20 insertions(+), 2 deletions(-) diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index e23505d38417..def14201fb2f 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -9,6 +9,7 @@ import { Job, JobType, Task, } from 'cvat-core-wrapper'; import { Row } from 'antd/lib/grid'; +import Text from 'antd/lib/typography/Text'; import JobItem from 'components/job-item/job-item'; import { useDispatch, useSelector } from 'react-redux'; import { getQualityReportsAsync } from 'actions/analytics-actions'; @@ -43,11 +44,16 @@ function TaskQualityComponent(props: Props): JSX.Element { - + - + + + Quality reports are not computed unless the GT job is in the accepted state. + + + diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index ec80c11d2f99..c410b13628a4 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -14,7 +14,15 @@ } } +.cvat-task-quality-page { + >.ant-row { + margin-top: $grid-unit-size; + } +} + .cvat-task-quality-page-empty { + @extend .cvat-task-quality-page; + display: flex; justify-content: center; align-items: center; @@ -92,3 +100,7 @@ margin-bottom: $grid-unit-size; } + +.cvat-task-quality-reports-hint { + margin-bottom: $grid-unit-size * 3; +} From 8f519cb75776ef82ea8ade872045ef5ba1722a8e Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 17:01:25 +0300 Subject: [PATCH 135/257] updated job card --- cvat-ui/src/assets/duration-icon.svg | 3 + cvat-ui/src/assets/frame-count-icon.svg | 3 + cvat-ui/src/assets/frames-icon.svg | 3 + cvat-ui/src/components/job-item/job-item.tsx | 110 +++++++++++++----- cvat-ui/src/components/job-item/styles.scss | 28 ++++- .../task-analytics-page.tsx | 4 +- cvat-ui/src/icons.tsx | 6 + 7 files changed, 122 insertions(+), 35 deletions(-) create mode 100644 cvat-ui/src/assets/duration-icon.svg create mode 100644 cvat-ui/src/assets/frame-count-icon.svg create mode 100644 cvat-ui/src/assets/frames-icon.svg diff --git a/cvat-ui/src/assets/duration-icon.svg b/cvat-ui/src/assets/duration-icon.svg new file mode 100644 index 000000000000..069b5ed58a11 --- /dev/null +++ b/cvat-ui/src/assets/duration-icon.svg @@ -0,0 +1,3 @@ + + + diff --git a/cvat-ui/src/assets/frame-count-icon.svg b/cvat-ui/src/assets/frame-count-icon.svg new file mode 100644 index 000000000000..3bf83dde305e --- /dev/null +++ b/cvat-ui/src/assets/frame-count-icon.svg @@ -0,0 +1,3 @@ + + + diff --git a/cvat-ui/src/assets/frames-icon.svg b/cvat-ui/src/assets/frames-icon.svg new file mode 100644 index 000000000000..1a1aa8618bf3 --- /dev/null +++ b/cvat-ui/src/assets/frames-icon.svg @@ -0,0 +1,3 @@ + + + diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index 1287b1c6dc2b..73902f76bee4 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -9,14 +9,17 @@ import { Col, Row } from 'antd/lib/grid'; import Card from 'antd/lib/card'; import Text from 'antd/lib/typography/Text'; import Select from 'antd/lib/select'; +import Icon from '@ant-design/icons'; import { Job, JobStage, JobType, User, } from 'cvat-core-wrapper'; -import { FundProjectionScreenOutlined, MoreOutlined } from '@ant-design/icons/lib/icons'; +import { MoreOutlined, ProjectOutlined } from '@ant-design/icons/lib/icons'; import { Link } from 'react-router-dom'; import moment from 'moment'; import UserSelector from 'components/task-page/user-selector'; import Dropdown from 'antd/lib/dropdown'; +import Tag from 'antd/lib/tag'; +import { DurationIcon, FrameCountIcon, FramesIcon } from 'icons'; import JobActionsMenu from './job-actions-menu'; interface Props { @@ -28,39 +31,66 @@ function JobItem(props: Props): JSX.Element { const { job, onJobUpdate } = props; const { stage } = job; const created = moment(job.createdDate); + const updated = moment(job.createdDate); const now = moment(moment.now()); - + console.log(job); return ( - - {job.type === JobType.GROUND_TRUTH ? : null } - - + {`Job #${job.id}`} - + { + job.type === JobType.GROUND_TRUTH && ( + + Ground truth + + ) + } + {/* {job.state.charAt(0).toUpperCase() + job.state.slice(1)} + */} + + + + Created on + {` ${created.format('MMMM Do YYYY HH:MM')}`} - {`Started on ${created.format('MMMM Do YYYY HH:MM')}`} - - - {`Duration: ${moment.duration(now.diff(created)).humanize()}`} + Last updated + {` ${updated.format('MMMM Do YYYY HH:MM')}`} - + - Stage + + Assignee: + + { + if (job?.assignee?.id === user?.id) return; + if (user) { + job.assignee = user; + onJobUpdate(job); + } + }} + /> + + + + Stage: + - {/* }> - - */} diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index 9deba4b70326..3dde0dccd049 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -93,6 +93,11 @@ export interface JobsState { previews: { [index: number]: Preview; }; + activities: { + deletes: { + [tid: number]: boolean; + }; + }; } export interface TasksState { @@ -465,6 +470,7 @@ export interface NotificationsState { updating: null | ErrorState; fetching: null | ErrorState; creating: null | ErrorState; + deleting: null | ErrorState; }; formats: { fetching: null | ErrorState; diff --git a/cvat-ui/src/reducers/jobs-reducer.ts b/cvat-ui/src/reducers/jobs-reducer.ts index efea5581da65..5e567f877184 100644 --- a/cvat-ui/src/reducers/jobs-reducer.ts +++ b/cvat-ui/src/reducers/jobs-reducer.ts @@ -16,6 +16,9 @@ const defaultState: JobsState = { }, current: [], previews: {}, + activities: { + deletes: {}, + }, }; export default (state: JobsState = defaultState, action: JobsActions): JobsState => { @@ -89,6 +92,54 @@ export default (state: JobsState = defaultState, action: JobsActions): JobsState }, }; } + case JobsActionTypes.DELETE_JOB: { + const { jobID } = action.payload; + const { deletes } = state.activities; + + deletes[jobID] = false; + + return { + ...state, + activities: { + ...state.activities, + deletes: { + ...deletes, + }, + }, + }; + } + case JobsActionTypes.DELETE_JOB_SUCCESS: { + const { jobID } = action.payload; + const { deletes } = state.activities; + + deletes[jobID] = true; + + return { + ...state, + activities: { + ...state.activities, + deletes: { + ...deletes, + }, + }, + }; + } + case JobsActionTypes.DELETE_JOB_FAILED: { + const { jobID } = action.payload; + const { deletes } = state.activities; + + delete deletes[jobID]; + + return { + ...state, + activities: { + ...state.activities, + deletes: { + ...deletes, + }, + }, + }; + } default: { return state; } diff --git a/cvat-ui/src/reducers/notifications-reducer.ts b/cvat-ui/src/reducers/notifications-reducer.ts index 79c9de0391f9..c875b389c01f 100644 --- a/cvat-ui/src/reducers/notifications-reducer.ts +++ b/cvat-ui/src/reducers/notifications-reducer.ts @@ -62,6 +62,7 @@ const defaultState: NotificationsState = { updating: null, fetching: null, creating: null, + deleting: null, }, formats: { fetching: null, @@ -1575,6 +1576,23 @@ export default function (state = defaultState, action: AnyAction): Notifications }, }; } + case JobsActionTypes.DELETE_JOB_FAILED: { + const { jobID } = action.payload; + return { + ...state, + errors: { + ...state.errors, + jobs: { + ...state.errors.jobs, + deleting: { + message: `Could not delete the job #${jobID}`, + reason: action.payload.error.toString(), + className: 'cvat-notification-notice-delete-job-failed', + }, + }, + }, + }; + } case WebhooksActionsTypes.GET_WEBHOOKS_FAILED: { return { ...state, From 819d34740a117adec594e8a05e9a560ebf1fdfcb Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 18:42:51 +0300 Subject: [PATCH 137/257] improved job card on smaller screens --- cvat-ui/src/components/job-item/job-item.tsx | 4 ++-- cvat-ui/src/components/job-item/styles.scss | 6 +++++- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index 7f4fc6b674ca..df31e8958d31 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -73,7 +73,7 @@ function JobItem(props: Props): JSX.Element { - + @@ -119,7 +119,7 @@ function JobItem(props: Props): JSX.Element { - + diff --git a/cvat-ui/src/components/job-item/styles.scss b/cvat-ui/src/components/job-item/styles.scss index e21d3ec96a91..ec54a5a3a272 100644 --- a/cvat-ui/src/components/job-item/styles.scss +++ b/cvat-ui/src/components/job-item/styles.scss @@ -49,6 +49,10 @@ } .cvat-job-assignee-selector { - max-width: $grid-unit-size * 15; + max-width: $grid-unit-size * 16; + + @media screen and (max-width: 1300px) { + max-width: $grid-unit-size * 12; + } } } From c11d2a6c4da4fd8372d99e497710c3b1515b8ee6 Mon Sep 17 00:00:00 2001 From: klakhov Date: Fri, 19 May 2023 19:01:45 +0300 Subject: [PATCH 138/257] added empty job card --- .../task-analytics-page/quality/empty-job.tsx | 39 ++++++++++++++++ .../quality/empty-quality.tsx | 46 ------------------- .../quality/task-quality-component.tsx | 7 +-- .../task-analytics-page/styles.scss | 19 +++++++- 4 files changed, 58 insertions(+), 53 deletions(-) create mode 100644 cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx diff --git a/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx b/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx new file mode 100644 index 000000000000..02bea25e6877 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx @@ -0,0 +1,39 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import '../styles.scss'; + +import React from 'react'; +import { Link } from 'react-router-dom'; +import { Col, Row } from 'antd/lib/grid'; +import Card from 'antd/lib/card'; +import Button from 'antd/lib/button'; +import Title from 'antd/lib/typography/Title'; + +interface Props { + taskId: number, +} + +function EmptyJobComponent(props: Props): JSX.Element { + const { taskId } = props; + + return ( + + + + + No Ground Truth job created yet... + + + + + + + + ); +} + +export default React.memo(EmptyJobComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx deleted file mode 100644 index 5df1e47cc7a9..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/empty-quality.tsx +++ /dev/null @@ -1,46 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React from 'react'; -import { Link } from 'react-router-dom'; -import Text from 'antd/lib/typography/Text'; -import Empty from 'antd/lib/empty'; -import { Col, Row } from 'antd/lib/grid'; - -interface Props { - taskId: number, -} - -function EmptyQualityComponent(props: Props): JSX.Element { - const { taskId } = props; - - return ( -
- - -
- No Ground truth job created yet ... - - - - - To start viewing quality data - - - - - create a new one - - - - )} - /> - - ); -} - -export default React.memo(EmptyQualityComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index def14201fb2f..e1cc7de5c47a 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -14,11 +14,11 @@ import JobItem from 'components/job-item/job-item'; import { useDispatch, useSelector } from 'react-redux'; import { getQualityReportsAsync } from 'actions/analytics-actions'; import { CombinedState } from 'reducers'; -import EmptyQuality from './empty-quality'; import MeanQuality from './mean-quality'; import JobList from './job-list'; import GtConflicts from './gt-conflicts'; import Issues from './issues'; +import EmptyGtJob from './empty-job'; interface Props { task: Task, @@ -35,9 +35,6 @@ function TaskQualityComponent(props: Props): JSX.Element { }, []); const gtJob = task.jobs.find((job: Job) => job.type === JobType.GROUND_TRUTH); - if (!gtJob) { - return (); - } return (
@@ -54,7 +51,7 @@ function TaskQualityComponent(props: Props): JSX.Element { - + {gtJob ? : } diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index c410b13628a4..3ceedcccadb5 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -93,14 +93,29 @@ } .cvat-task-analytics-title { + margin-bottom: $grid-unit-size; + h4 { display: inline; margin-right: $grid-unit-size; } - - margin-bottom: $grid-unit-size; } .cvat-task-quality-reports-hint { margin-bottom: $grid-unit-size * 3; } + +.cvat-job-item-empty-gt { + .ant-card-body { + padding: $grid-unit-size * 3; + } + + h5 { + margin: 0; + } + + .ant-btn { + padding-left: $grid-unit-size * 3; + padding-right: $grid-unit-size * 3; + } +} From 5d536dca7e670abceae765465b5c65bcf276bfdb Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 19 May 2023 19:21:13 +0300 Subject: [PATCH 139/257] Add quality reports creation endpoint --- cvat/apps/iam/permissions.py | 19 +++ cvat/apps/iam/rules/quality_reports.rego | 2 +- cvat/apps/quality_control/quality_reports.py | 122 +++++++++++++++---- cvat/apps/quality_control/serializers.py | 4 + cvat/apps/quality_control/signals.py | 2 +- cvat/apps/quality_control/urls.py | 2 +- cvat/apps/quality_control/views.py | 95 +++++++++++++-- cvat/schema.yml | 67 ++++++++++ cvat/settings/base.py | 2 +- 9 files changed, 279 insertions(+), 36 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index af288df1d74d..f8ea2a7dc74b 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1601,10 +1601,17 @@ def get_resource(self): class QualityReportPermission(OpenPolicyAgentPermission): obj: Optional[QualityReport] + job_owner_id: Optional[int] class Scopes(StrEnum): LIST = 'list' + CREATE = 'create' VIEW = 'view' + VIEW_STATUS = 'view:status' + + @classmethod + def create_scope_check_status(cls, request, job_owner_id: int): + return cls(**cls.unpack_context(request), scope='view:status', job_owner_id=job_owner_id) @classmethod def create(cls, request, view, obj): @@ -1624,12 +1631,21 @@ def create(cls, request, view, obj): elif scope == Scopes.LIST and isinstance(obj, Task): permissions.append(TaskPermission.create_base_perm(request, view, scope=TaskPermission.Scopes.VIEW, obj=obj)) + elif scope == Scopes.CREATE: + task_id = request.data.get('task_id') + if task_id is not None: + permissions.append(TaskPermission.create_scope_view(request, task_id)) + + permissions.append(cls.create_base_perm(request, view, scope, obj)) else: permissions.append(cls.create_base_perm(request, view, scope, obj)) return permissions def __init__(self, **kwargs): + if 'job_owner_id' in kwargs: + self.job_owner_id = int(kwargs.pop('job_owner_id')) + super().__init__(**kwargs) self.url = settings.IAM_OPA_DATA_URL + '/quality_reports/allow' @@ -1638,6 +1654,7 @@ def get_scopes(request, view, obj): Scopes = __class__.Scopes return [{ 'list': Scopes.LIST, + 'create': Scopes.CREATE, 'retrieve': Scopes.VIEW, 'data': Scopes.VIEW, }.get(view.action, None)] @@ -1666,6 +1683,8 @@ def get_resource(self): "assignee": { "id": getattr(task.project.assignee, 'id', None) } } if task.project else None, } + elif self.scope == self.Scopes.VIEW_STATUS: + data = { "owner": self.job_owner_id } return data diff --git a/cvat/apps/iam/rules/quality_reports.rego b/cvat/apps/iam/rules/quality_reports.rego index e3d195d1c872..a5fcab55ff82 100644 --- a/cvat/apps/iam/rules/quality_reports.rego +++ b/cvat/apps/iam/rules/quality_reports.rego @@ -7,7 +7,7 @@ import data.utils import data.organizations # input: { -# "scope": <"view"|"list"> or null, +# "scope": <"view"|"list"|"create"|"view:status"> or null, # "auth": { # "user": { # "id": , diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index f4ce781d5f3d..7f6e5cd8f977 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -12,6 +12,7 @@ import itertools import math +from uuid import uuid4 from attrs import asdict, define, fields_dict import datumaro as dm @@ -19,9 +20,9 @@ from django.db import transaction from django.conf import settings from django.utils import timezone +from scipy.optimize import linear_sum_assignment import django_rq import numpy as np -from scipy.optimize import linear_sum_assignment from cvat.apps.dataset_manager.task import JobAnnotation from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, @@ -29,7 +30,9 @@ from cvat.apps.dataset_manager.util import bulk_create from cvat.apps.dataset_manager.formats.registry import dm_env -from cvat.apps.engine.models import DimensionType, Job, JobType, ShapeType, Task +from cvat.apps.engine.models import ( + DimensionType, Job, JobType, ShapeType, Task, StatusChoice, StageChoice +) from cvat.apps.quality_control.models import ( AnnotationConflictImportance, AnnotationConflictType, AnnotationType, @@ -2026,8 +2029,9 @@ def generate_report(self) -> ComparisonReport: ) -class ReportUpdateManager: +class QualityReportUpdateManager: _QUEUE_JOB_PREFIX = "update-quality-metrics-task-" + _RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE = 'custom_quality_check' @classmethod def _get_quality_check_job_delay(cls) -> timedelta: @@ -2036,9 +2040,15 @@ def _get_quality_check_job_delay(cls) -> timedelta: def _get_scheduler(self): return django_rq.get_scheduler(settings.CVAT_QUEUES.QUALITY_REPORTS.value) + def _get_queue(self): + return django_rq.get_queue(settings.CVAT_QUEUES.QUALITY_REPORTS.value) + def _make_queue_job_prefix(self, task: Task) -> str: return f'{self._QUEUE_JOB_PREFIX}{task.id}-' + def _make_custom_quality_check_job_id(self) -> str: + return uuid4().hex + def _make_initial_queue_job_id(self, task: Task) -> str: return f'{self._make_queue_job_prefix(task)}initial' @@ -2090,19 +2100,37 @@ def _get_timestamp(job_id: str) -> timezone.datetime: return queue_job_id - def _should_update(self, task: Task): + class QualityReportsNotAvailable(Exception): + pass + + def _check_quality_reporting_available(self, task: Task): if task.dimension != DimensionType.DIM_2D: - # Not supported - return False + raise self.QualityReportsNotAvailable( + "Quality reports are only supported in 2d tasks" + ) - if not task.gt_job: - # Nothing to compute + gt_job = task.gt_job + if gt_job is None or not ( + gt_job.stage == StageChoice.ACCEPTANCE and gt_job.status == StatusChoice.COMPLETED + ): + return self.QualityReportsNotAvailable( + "Quality reports require a Ground Truth job in the task " + f"at the {StageChoice.ACCEPTANCE} stage " + f"and in the {StatusChoice.COMPLETED} state" + ) + + def _should_update(self, task: Task) -> bool: + try: + self._check_quality_reporting_available(task) + return True + except self.QualityReportsNotAvailable: return False - return True + def schedule_quality_autoupdate_job(self, task: Task): + """ + This function schedules a quality report autoupdate job + """ - def schedule_quality_check_job(self, task: Task): - # This function schedules a report computing job in the queue # The algorithm is lock-free. It should keep the following properties: # - job names are stable between potential writers # - if multiple simultaneous writes can happen, the objects written must be the same @@ -2122,14 +2150,53 @@ def schedule_quality_check_job(self, task: Task): if queue_job_id not in existing_job_ids: scheduler.enqueue_at( next_job_time, - self._update_task_quality_metrics, + self._check_task_quality, task_id=task.id, job_id=queue_job_id, ) + def schedule_quality_check_job(self, task: Task, *, user_id: int) -> str: + """ + Schedules a quality report computation job, supposed for updates by a request. + """ + + self._check_quality_reporting_available(task) + + rq_id = self._make_custom_quality_check_job_id() + + queue = self._get_queue() + queue.enqueue( + self._check_task_quality, + task_id=task.id, + job_id=rq_id, + meta={ + 'user_id': user_id, + 'job_type': self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE + }, + result_ttl=60, + failure_ttl=60, + ) + + return rq_id + + def get_quality_check_job(self, rq_id: str): + queue = self._get_queue() + rq_job = queue.fetch_job(rq_id) + + if rq_job and not self.is_custom_quality_check_job(rq_job): + rq_job = None + + return rq_job + + def is_custom_quality_check_job(self, rq_job) -> bool: + return rq_job.meta.get('job_type') == self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE + @classmethod @silk_profile() - def _update_task_quality_metrics(cls, *, task_id: int): + def _check_task_quality(cls, *, task_id: int) -> int: + return cls()._compute_reports(task_id=task_id) + + def _compute_reports(self, task_id: int) -> int: with transaction.atomic(): # The task could have been deleted during scheduling try: @@ -2173,7 +2240,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): for job in jobs } - quality_params = cls._get_task_quality_params(task) + quality_params = self._get_task_quality_params(task) job_comparison_reports: Dict[int, ComparisonReport] = {} for job in jobs: @@ -2186,7 +2253,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): # Release resources del job_data_provider.dm_dataset - task_comparison_report = cls._compute_task_report(task, job_comparison_reports) + task_comparison_report = self._compute_task_report(task, job_comparison_reports) with transaction.atomic(): # The task could have been deleted during processing @@ -2195,9 +2262,9 @@ def _update_task_quality_metrics(cls, *, task_id: int): except Task.DoesNotExist: return - last_report_time = cls._get_last_report_time(task) - if (last_report_time - and timezone.now() < last_report_time + cls._get_quality_check_job_delay() + if not self.is_custom_quality_check_job(self._get_current_job()) and ( + last_report_time := self._get_last_report_time(task) + and timezone.now() < last_report_time + self._get_quality_check_job_delay() ): # Discard this report as it has probably been computed in parallel # with another one @@ -2216,7 +2283,7 @@ def _update_task_quality_metrics(cls, *, task_id: int): job_quality_reports[job.id] = job_report - cls._save_reports( + task_report = self._save_reports( task_report=dict( task=task, target_last_updated=task.updated_date, @@ -2227,9 +2294,14 @@ def _update_task_quality_metrics(cls, *, task_id: int): job_reports=list(job_quality_reports.values()) ) - @classmethod + return task_report.id + + def _get_current_job(self): + from rq import get_current_job + return get_current_job() + def _compute_task_report( - cls, task: Task, job_reports: Dict[int, ComparisonReport] + self, task: Task, job_reports: Dict[int, ComparisonReport] ) -> ComparisonReport: # The task dataset can be different from any jobs' dataset because of frame overlaps # between jobs, from which annotations are merged to get the task annotations. @@ -2311,8 +2383,7 @@ def _compute_task_report( return task_report_data - @classmethod - def _save_reports(cls, *, task_report: Dict, job_reports: List[Dict]) -> models.QualityReport: + def _save_reports(self, *, task_report: Dict, job_reports: List[Dict]) -> models.QualityReport: # TODO: add validation (e.g. ann id count for different types of conflicts) db_task_report = models.QualityReport( @@ -2378,8 +2449,9 @@ def _save_reports(cls, *, task_report: Dict, job_reports: List[Dict]) -> models. flt_param={} ) - @classmethod - def _get_task_quality_params(cls, task: Task) -> Optional[ComparisonParameters]: + return db_task_report + + def _get_task_quality_params(self, task: Task) -> Optional[ComparisonParameters]: quality_params, _ = models.QualitySettings.objects.get_or_create(task=task) return ComparisonParameters.from_dict(quality_params.to_dict()) diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 262339ce4783..93dfc1b4c88e 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -55,6 +55,10 @@ class Meta: read_only_fields = fields +class QualityReportCreateSerializer(serializers.Serializer): + task_id = serializers.IntegerField(write_only=True) + + class QualitySettingsSerializer(serializers.ModelSerializer): class Meta: model = models.QualitySettings diff --git a/cvat/apps/quality_control/signals.py b/cvat/apps/quality_control/signals.py index 912a9fa15ddf..a6a163df1544 100644 --- a/cvat/apps/quality_control/signals.py +++ b/cvat/apps/quality_control/signals.py @@ -34,7 +34,7 @@ def __save_job__update_quality_metrics(instance, created, **kwargs): assert False for task in tasks: - qc.ReportUpdateManager().schedule_quality_check_job(task) + qc.QualityReportUpdateManager().schedule_quality_autoupdate_job(task) @receiver(post_save, sender=Task, diff --git a/cvat/apps/quality_control/urls.py b/cvat/apps/quality_control/urls.py index 67bc555166fc..34b9c7f417b1 100644 --- a/cvat/apps/quality_control/urls.py +++ b/cvat/apps/quality_control/urls.py @@ -11,7 +11,7 @@ router = routers.DefaultRouter(trailing_slash=False) router.register('reports', views.QualityReportViewSet, basename='quality_reports') -router.register('conflicts', views.ConflictsViewSet, basename='annotation_conflicts') +router.register('conflicts', views.QualityConflictsViewSet, basename='annotation_conflicts') router.register('settings', views.QualitySettingsViewSet, basename='quality_settings') urlpatterns = [ diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 94aec7ba4d32..b6bec447d1c8 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -2,15 +2,19 @@ # # SPDX-License-Identifier: MIT +import textwrap from django.http import HttpResponse from django.db.models import Q from drf_spectacular.types import OpenApiTypes -from drf_spectacular.utils import OpenApiParameter, extend_schema_view, extend_schema +from drf_spectacular.utils import ( + OpenApiParameter, extend_schema_view, extend_schema, OpenApiResponse +) -from rest_framework import mixins, viewsets +from rest_framework import mixins, status, viewsets +from rest_framework.response import Response from rest_framework.decorators import action -from rest_framework.exceptions import ValidationError +from rest_framework.exceptions import ValidationError, NotFound from cvat.apps.engine.models import Task from cvat.apps.engine.mixins import PartialUpdateModelMixin @@ -21,7 +25,8 @@ AnnotationConflict, QualityReportTarget, QualitySettings, QualityReport ) from cvat.apps.quality_control.serializers import ( - AnnotationConflictSerializer, QualitySettingsSerializer, QualityReportSerializer + AnnotationConflictSerializer, QualitySettingsSerializer, + QualityReportSerializer, QualityReportCreateSerializer ) from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission @@ -42,7 +47,7 @@ '200': AnnotationConflictSerializer(many=True), }), ) -class ConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): +class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): queryset = AnnotationConflict.objects.prefetch_related('report', 'annotation_ids').all() # NOTE: This filter works incorrectly for this view @@ -103,7 +108,7 @@ def get_queryset(self): }), ) class QualityReportViewSet(viewsets.GenericViewSet, - mixins.ListModelMixin, mixins.RetrieveModelMixin + mixins.ListModelMixin, mixins.RetrieveModelMixin, mixins.CreateModelMixin ): queryset = QualityReport.objects.prefetch_related( 'job', @@ -162,6 +167,82 @@ def get_queryset(self): return queryset + CREATE_REPORT_RQ_ID_PARAMETER = 'rq_id' + @extend_schema( + operation_id="quality_create_report", + summary="Creates a quality report asynchronously and allows to check request status", + parameters=[ + OpenApiParameter( + CREATE_REPORT_RQ_ID_PARAMETER, + type=str, + description=textwrap.dedent("""\ + The report creation request id. Can be specified to check the report + creation status. + """), + ) + ], + request=QualityReportCreateSerializer(required=False), + responses={ + '201': QualityReportSerializer, + '202': OpenApiResponse( + OpenApiTypes.STR, + description=textwrap.dedent("""\ + A quality report request has been enqueued, the request id is returned. + The request status can be checked at this endpoint by passing the {} + as the query parameter. If the request id is specified, this response + means the quality report request is queued or is being processed. + """.format(CREATE_REPORT_RQ_ID_PARAMETER)) + ), + '400': OpenApiResponse( + description="Invalid or failed request, check the response data for details" + ) + } + ) + def create(self, request, *args, **kwargs): + self.check_permissions(request) + + rq_id = request.query_params.get(self.CREATE_REPORT_RQ_ID_PARAMETER, None) + + if rq_id is None: + input_serializer = QualityReportCreateSerializer(data=request.data) + input_serializer.is_valid(raise_exception=True) + + task_id = input_serializer.validated_data["task_id"] + task = Task.objects.get(pk=task_id) + + try: + rq_id = qc.QualityReportUpdateManager().schedule_quality_check_job( + task, user_id=request.user.id + ) + return Response(rq_id, status=status.HTTP_202_ACCEPTED) + except qc.QualityReportUpdateManager.QualityReportsNotAvailable as ex: + raise ValidationError(str(ex)) + + else: + report_manager = qc.QualityReportUpdateManager() + rq_job = report_manager.get_quality_check_job(rq_id) + if not rq_job or not QualityReportPermission.create_scope_check_status( + request, job_owner_id=rq_job.meta["user_id"] + ).check_access().allow: + # We should not provide job existence information to unauthorized users + raise NotFound("Unknown request id") + + if rq_job.is_failed: + raise ValidationError(str(rq_job.exc_info)) + elif rq_job.is_queued or rq_job.is_started: + return Response(status=status.HTTP_202_ACCEPTED) + elif rq_job.is_finished: + if not rq_job.return_value: + raise ValidationError("No report has been computed") + + report = self.get_queryset().get(pk=rq_job.return_value) + report_serializer = QualityReportSerializer(instance=report) + return Response( + data=report_serializer.data, + status=status.HTTP_201_CREATED, + headers=self.get_success_headers(report_serializer.data) + ) + @extend_schema( operation_id="quality_retrieve_report_data", summary="Retrieve full contents of the report in JSON format", @@ -182,7 +263,7 @@ def data(self, request, pk): @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) @silk_profile() def debug(self, request): - qc.ReportUpdateManager._update_task_quality_metrics(task_id=request.GET.get('task_id')) + qc.QualityReportUpdateManager._check_task_quality(task_id=request.GET.get('task_id')) return HttpResponse({}) diff --git a/cvat/schema.yml b/cvat/schema.yml index bb9999657fde..4d11359f0231 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4356,6 +4356,65 @@ paths: schema: $ref: '#/components/schemas/PaginatedQualityReportList' description: '' + post: + operationId: quality_create_report + summary: Creates a quality report asynchronously and allows to check request + status + parameters: + - in: header + name: X-Organization + schema: + type: string + - in: query + name: org + schema: + type: string + description: Organization unique slug + - in: query + name: org_id + schema: + type: integer + description: Organization identifier + - in: query + name: rq_id + schema: + type: string + description: | + The report creation request id. Can be specified to check the report + creation status. + tags: + - quality + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/QualityReportCreateRequest' + required: false + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '201': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/QualityReport' + description: '' + '202': + content: + application/vnd.cvat+json: + schema: + type: string + description: | + A quality report request has been enqueued, the request id is returned. + The request status can be checked at this endpoint by passing the rq_id + as the query parameter. If the request id is specified, this response + means the quality report request is queued or is being processed. + '400': + description: Invalid or failed request, check the response data for details /api/quality/reports/{id}: get: operationId: quality_retrieve_reports @@ -9171,6 +9230,14 @@ components: - parameters - summary - target + QualityReportCreateRequest: + type: object + properties: + task_id: + type: integer + writeOnly: true + required: + - task_id QualityReportParameters: type: object properties: diff --git a/cvat/settings/base.py b/cvat/settings/base.py index 0ebd0da97e00..ea3bc0cbe712 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -332,7 +332,7 @@ class CVAT_QUEUES(Enum): 'HOST': 'localhost', 'PORT': 6379, 'DB': 0, - 'DEFAULT_TIMEOUT': '30m', + 'DEFAULT_TIMEOUT': '1h', }, } From 994a3de1e60ea08e10b21bca115b6b801b43d1d3 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 19 May 2023 20:05:13 +0300 Subject: [PATCH 140/257] Fix report computation --- cvat/apps/quality_control/quality_reports.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 7f6e5cd8f977..2f6a454bfd3f 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2262,8 +2262,9 @@ def _compute_reports(self, task_id: int) -> int: except Task.DoesNotExist: return + last_report_time = self._get_last_report_time(task) if not self.is_custom_quality_check_job(self._get_current_job()) and ( - last_report_time := self._get_last_report_time(task) + last_report_time and timezone.now() < last_report_time + self._get_quality_check_job_delay() ): # Discard this report as it has probably been computed in parallel From 54f15e25aa3032d4db2fd23ead85ec0e2c67e871 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 19 May 2023 22:29:10 +0300 Subject: [PATCH 141/257] Allow optional request body, fix some apis schema --- cvat/apps/engine/views.py | 38 ++++++++++++++-------------- cvat/apps/iam/schema.py | 24 +++++++++++++++--- cvat/schema.yml | 52 ++++++++++++++++++++++----------------- 3 files changed, 71 insertions(+), 43 deletions(-) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index e1b93760ced3..d5a7fa7a96b9 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -310,10 +310,7 @@ def perform_create(self, serializer, **kwargs): OpenApiParameter('filename', description='Dataset file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=PolymorphicProxySerializer('DatasetWrite', - serializers=[DatasetFileSerializer, OpenApiTypes.NONE], - resource_type_field_name=None - ), + request=DatasetFileSerializer(required=False), responses={ '202': OpenApiResponse(description='Importing has been started'), '400': OpenApiResponse(description='Failed to import dataset'), @@ -494,16 +491,13 @@ def export_backup(self, request, pk=None): OpenApiParameter('filename', description='Backup file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=PolymorphicProxySerializer('BackupWrite', - serializers=[ProjectFileSerializer, OpenApiTypes.NONE], - resource_type_field_name=None - ), + request=ProjectFileSerializer(required=False), responses={ '201': OpenApiResponse(description='The project has been imported'), # or better specify {id: project_id} '202': OpenApiResponse(description='Importing a backup file has been started'), }) @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$', - serializer_class=ProjectFileSerializer(required=False), + serializer_class=None, parser_classes=_UPLOAD_PARSER_CLASSES) def import_backup(self, request, pk=None): return self.deserialize(request, backup.import_project) @@ -731,7 +725,7 @@ def get_queryset(self): '202': OpenApiResponse(description='Importing a backup file has been started'), }) @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$', - serializer_class=TaskFileSerializer(required=False), + serializer_class=None, parser_classes=_UPLOAD_PARSER_CLASSES) def import_backup(self, request, pk=None): return self.deserialize(request, backup.import_task) @@ -879,7 +873,7 @@ def upload_finished(self, request): @extend_schema(methods=['POST'], summary='Method permanently attaches images or video to a task. Supports tus uploads, see more https://tus.io/', - request=DataSerializer, + request=DataSerializer(required=False), parameters=[ OpenApiParameter('Upload-Start', location=OpenApiParameter.HEADER, type=OpenApiTypes.BOOL, description='Initializes data upload. No data should be sent with this header'), @@ -996,10 +990,7 @@ def append_data_chunk(self, request, pk, file_id): OpenApiParameter('filename', description='Annotation file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=PolymorphicProxySerializer('TaskAnnotationsWrite', - serializers=[AnnotationFileSerializer, OpenApiTypes.NONE], - resource_type_field_name=None - ), + request=AnnotationFileSerializer(required=False), responses={ '201': OpenApiResponse(description='Uploading has finished'), '202': OpenApiResponse(description='Uploading has been started'), @@ -1403,7 +1394,7 @@ def upload_finished(self, request): OpenApiParameter('filename', description='Annotation file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=AnnotationFileSerializer, + request=AnnotationFileSerializer(required=False), responses={ '201': OpenApiResponse(description='Uploading has finished'), '202': OpenApiResponse(description='Uploading has been started'), @@ -1413,10 +1404,20 @@ def upload_finished(self, request): parameters=[ OpenApiParameter('format', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, description='Input format name\nYou can get the list of supported formats at:\n/server/annotation/formats'), + OpenApiParameter('location', description='where to import the annotation from', + location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, + enum=Location.list()), + OpenApiParameter('cloud_storage_id', description='Storage id', + location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False), + OpenApiParameter('use_default_location', description='Use the location that was configured in the task to import annotation', + location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False, + default=True), + OpenApiParameter('filename', description='Annotation file name', + location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], request=PolymorphicProxySerializer( component_name='JobAnnotationsUpdate', - serializers=[LabeledDataSerializer, AnnotationFileSerializer], + serializers=[LabeledDataSerializer, AnnotationFileSerializer(required=False)], resource_type_field_name=None ), responses={ @@ -1564,7 +1565,8 @@ def dataset_export(self, request, pk): '200': OpenApiResponse(OpenApiTypes.BINARY, description='Data of a specific type'), }) @action(detail=True, methods=['GET'], - simple_filters=[] # type query parameter conflicts with the filter + # TODO: fix unexpected collisions with filter params + simple_filters=[] # type query parameter conflicts with the filter, ) def data(self, request, pk): db_job = self.get_object() # call check_object_permissions as well diff --git a/cvat/apps/iam/schema.py b/cvat/apps/iam/schema.py index 0fb74b63f40e..c2e1f5b0c636 100644 --- a/cvat/apps/iam/schema.py +++ b/cvat/apps/iam/schema.py @@ -1,16 +1,18 @@ # Copyright (C) 2022 Intel Corporation -# Copyright (C) 2022 CVAT.ai Corporation +# Copyright (C) 2022-2023 CVAT.ai Corporation # # SPDX-License-Identifier: MIT import re import textwrap -from drf_spectacular.openapi import AutoSchema -from drf_spectacular.extensions import OpenApiFilterExtension, OpenApiAuthenticationExtension from drf_spectacular.authentication import TokenScheme, SessionScheme +from drf_spectacular.extensions import OpenApiFilterExtension, OpenApiAuthenticationExtension +from drf_spectacular.openapi import AutoSchema from drf_spectacular.plumbing import build_parameter_type from drf_spectacular.utils import OpenApiParameter +from rest_framework import serializers + # https://drf-spectacular.readthedocs.io/en/latest/customization.html?highlight=OpenApiFilterExtension#step-5-extensions class OrganizationFilterExtension(OpenApiFilterExtension): """ @@ -137,6 +139,9 @@ def get_override_parameters(self): ] def get_operation_id(self): + # Change style of operation ids to [viewset _ action _ object] + # This form is simpler to handle during SDK generation + tokenized_path = self._tokenize_path() # replace dashes as they can be problematic later in code generation tokenized_path = [t.replace('-', '_') for t in tokenized_path] @@ -153,3 +158,16 @@ def get_operation_id(self): tokenized_path.append('formatted') return '_'.join([tokenized_path[0]] + [action] + tokenized_path[1:]) + + def _get_request_for_media_type(self, serializer): + # Enables support for required=False serializers in request body specification + # in drf-spectacular. Doesn't block other extensions on the target serializer. + # This is supported by OpenAPI and by SDK generator, but not by drf-spectacular + + schema, required = super()._get_request_for_media_type(serializer) + + if isinstance(serializer, serializers.Serializer): + if not serializer.required: + required = False + + return schema, required diff --git a/cvat/schema.yml b/cvat/schema.yml index 4d11359f0231..9211a825985d 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -2167,7 +2167,6 @@ paths: multipart/form-data: schema: $ref: '#/components/schemas/AnnotationFileRequest' - required: true security: - sessionAuth: [] csrfAuth: [] @@ -2189,6 +2188,16 @@ paths: name: X-Organization schema: type: string + - in: query + name: cloud_storage_id + schema: + type: number + description: Storage id + - in: query + name: filename + schema: + type: string + description: Annotation file name - in: query name: format schema: @@ -2203,6 +2212,14 @@ paths: type: integer description: A unique integer value identifying this job. required: true + - in: query + name: location + schema: + type: string + enum: + - cloud_storage + - local + description: where to import the annotation from - in: query name: org schema: @@ -2213,6 +2230,12 @@ paths: schema: type: integer description: Organization identifier + - in: query + name: use_default_location + schema: + type: boolean + default: true + description: Use the location that was configured in the task to import annotation tags: - jobs requestBody: @@ -4047,10 +4070,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/DatasetWriteRequest' + $ref: '#/components/schemas/DatasetFileRequest' multipart/form-data: schema: - $ref: '#/components/schemas/DatasetWriteRequest' + $ref: '#/components/schemas/DatasetFileRequest' security: - sessionAuth: [] csrfAuth: [] @@ -4146,10 +4169,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/BackupWriteRequest' + $ref: '#/components/schemas/ProjectFileRequest' multipart/form-data: schema: - $ref: '#/components/schemas/BackupWriteRequest' + $ref: '#/components/schemas/ProjectFileRequest' security: - sessionAuth: [] csrfAuth: [] @@ -4389,7 +4412,6 @@ paths: application/json: schema: $ref: '#/components/schemas/QualityReportCreateRequest' - required: false security: - sessionAuth: [] csrfAuth: [] @@ -5357,10 +5379,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/TaskAnnotationsWriteRequest' + $ref: '#/components/schemas/AnnotationFileRequest' multipart/form-data: schema: - $ref: '#/components/schemas/TaskAnnotationsWriteRequest' + $ref: '#/components/schemas/AnnotationFileRequest' security: - sessionAuth: [] csrfAuth: [] @@ -5702,7 +5724,6 @@ paths: multipart/form-data: schema: $ref: '#/components/schemas/DataRequest' - required: true security: - sessionAuth: [] csrfAuth: [] @@ -6015,7 +6036,6 @@ paths: multipart/form-data: schema: $ref: '#/components/schemas/TaskFileRequest' - required: true security: - sessionAuth: [] csrfAuth: [] @@ -6970,10 +6990,6 @@ components: required: - spec_id - value - BackupWriteRequest: - oneOf: - - $ref: '#/components/schemas/ProjectFileRequest' - nullable: true BasicUser: type: object properties: @@ -7419,10 +7435,6 @@ components: required: - exporters - importers - DatasetWriteRequest: - oneOf: - - $ref: '#/components/schemas/DatasetFileRequest' - nullable: true Event: type: object properties: @@ -9686,10 +9698,6 @@ components: - $ref: '#/components/schemas/LabeledDataRequest' - $ref: '#/components/schemas/AnnotationFileRequest' nullable: true - TaskAnnotationsWriteRequest: - oneOf: - - $ref: '#/components/schemas/AnnotationFileRequest' - nullable: true TaskFileRequest: type: object properties: From f48873432c9f751c4b82c2c262897f7e34e55df4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 19 May 2023 22:55:16 +0300 Subject: [PATCH 142/257] Add tests for report creation by request --- cvat/apps/quality_control/views.py | 2 +- tests/python/rest_api/test_quality_control.py | 30 +++++++++++++++++++ 2 files changed, 31 insertions(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index b6bec447d1c8..fe1b1b35e957 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -214,7 +214,7 @@ def create(self, request, *args, **kwargs): rq_id = qc.QualityReportUpdateManager().schedule_quality_check_job( task, user_id=request.user.id ) - return Response(rq_id, status=status.HTTP_202_ACCEPTED) + return HttpResponse(rq_id, status=status.HTTP_202_ACCEPTED) except qc.QualityReportUpdateManager.QualityReportsNotAvailable as ex: raise ValidationError(str(ex)) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 56ae4fb2bee1..edaac0ca23e4 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -7,6 +7,7 @@ from typing import Any, Dict, List, Optional, Tuple import pytest +from cvat_sdk.api_client import models from cvat_sdk.api_client.api_client import ApiClient, Endpoint from cvat_sdk.core.helpers import get_paginated_collection from deepdiff import DeepDiff @@ -16,6 +17,7 @@ from .utils import CollectionSimpleFilterTestBase +@pytest.mark.usefixtures("restore_db_per_class") class TestListQualityReports: def _test_list_200(self, user, task_id, data, **kwargs): with make_api_client(user) as api_client: @@ -34,6 +36,7 @@ def test_can_list_quality_reports(self, admin_user, tasks, quality_reports): self._test_list_200(admin_user, task_id, reports) +@pytest.mark.usefixtures("restore_db_per_class") class TestGetQualityReports: @pytest.mark.parametrize("target", ["task", "job"]) def test_can_get_full_report_data(self, admin_user, target, quality_reports): @@ -49,6 +52,32 @@ def test_can_get_full_report_data(self, admin_user, target, quality_reports): assert key in report_data.keys(), key +@pytest.mark.usefixtures("restore_db_per_function") +class TestPostQualityReports: + def test_can_create_report(self, admin_user, jobs): + gt_job = next(j for j in jobs if j["type"] == "ground_truth") + task_id = gt_job["task_id"] + + with make_api_client(admin_user) as api_client: + (_, response) = api_client.quality_api.create_report( + quality_report_create_request=models.QualityReportCreateRequest(task_id=task_id), + _parse_response=False + ) + assert response.status == HTTPStatus.ACCEPTED + rq_id = response.data.decode() + + while True: + (_, response) = api_client.quality_api.create_report( + rq_id=rq_id, _parse_response=False + ) + assert response.status in [HTTPStatus.CREATED, HTTPStatus.ACCEPTED] + + if response.status == HTTPStatus.CREATED: + break + + assert models.QualityReport._from_openapi_data(**json.loads(response.data)) + + class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) def setup(self, restore_db_per_class, admin_user, quality_reports, jobs): @@ -113,6 +142,7 @@ def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) +@pytest.mark.usefixtures("restore_db_per_class") class TestGetSettings: def _test_get_settings_200( self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs From 98a2ff4b068ebb33c1741efab77601abeeeef27f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 20 May 2023 01:06:41 +0300 Subject: [PATCH 143/257] Revert some changes in api --- cvat/apps/engine/views.py | 22 +++++++++++++++++----- cvat/schema.yml | 24 ++++++++++++++++++------ 2 files changed, 35 insertions(+), 11 deletions(-) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index d5a7fa7a96b9..8eb174f7f021 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -310,7 +310,11 @@ def perform_create(self, serializer, **kwargs): OpenApiParameter('filename', description='Dataset file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=DatasetFileSerializer(required=False), + request=PolymorphicProxySerializer('DatasetWrite', + # TODO: refactor to use required=False when possible + serializers=[DatasetFileSerializer, OpenApiTypes.NONE], + resource_type_field_name=None + ), responses={ '202': OpenApiResponse(description='Importing has been started'), '400': OpenApiResponse(description='Failed to import dataset'), @@ -491,7 +495,11 @@ def export_backup(self, request, pk=None): OpenApiParameter('filename', description='Backup file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=ProjectFileSerializer(required=False), + request=PolymorphicProxySerializer('BackupWrite', + # TODO: refactor to use required=False when possible + serializers=[ProjectFileSerializer, OpenApiTypes.NONE], + resource_type_field_name=None + ), responses={ '201': OpenApiResponse(description='The project has been imported'), # or better specify {id: project_id} '202': OpenApiResponse(description='Importing a backup file has been started'), @@ -966,6 +974,7 @@ def append_data_chunk(self, request, pk, file_id): description='Input format name\nYou can get the list of supported formats at:\n/server/annotation/formats'), ], request=PolymorphicProxySerializer('TaskAnnotationsUpdate', + # TODO: refactor to use required=False when possible serializers=[LabeledDataSerializer, AnnotationFileSerializer, OpenApiTypes.NONE], resource_type_field_name=None ), @@ -990,7 +999,11 @@ def append_data_chunk(self, request, pk, file_id): OpenApiParameter('filename', description='Annotation file name', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False), ], - request=AnnotationFileSerializer(required=False), + request=PolymorphicProxySerializer('TaskAnnotationsWrite', + # TODO: refactor to use required=False when possible + serializers=[AnnotationFileSerializer, OpenApiTypes.NONE], + resource_type_field_name=None + ), responses={ '201': OpenApiResponse(description='Uploading has finished'), '202': OpenApiResponse(description='Uploading has been started'), @@ -1565,8 +1578,7 @@ def dataset_export(self, request, pk): '200': OpenApiResponse(OpenApiTypes.BINARY, description='Data of a specific type'), }) @action(detail=True, methods=['GET'], - # TODO: fix unexpected collisions with filter params - simple_filters=[] # type query parameter conflicts with the filter, + simple_filters=[] # type query parameter conflicts with the filter ) def data(self, request, pk): db_job = self.get_object() # call check_object_permissions as well diff --git a/cvat/schema.yml b/cvat/schema.yml index 9211a825985d..e1d349d95f1f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4070,10 +4070,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/DatasetFileRequest' + $ref: '#/components/schemas/DatasetWriteRequest' multipart/form-data: schema: - $ref: '#/components/schemas/DatasetFileRequest' + $ref: '#/components/schemas/DatasetWriteRequest' security: - sessionAuth: [] csrfAuth: [] @@ -4169,10 +4169,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/ProjectFileRequest' + $ref: '#/components/schemas/BackupWriteRequest' multipart/form-data: schema: - $ref: '#/components/schemas/ProjectFileRequest' + $ref: '#/components/schemas/BackupWriteRequest' security: - sessionAuth: [] csrfAuth: [] @@ -5379,10 +5379,10 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/AnnotationFileRequest' + $ref: '#/components/schemas/TaskAnnotationsWriteRequest' multipart/form-data: schema: - $ref: '#/components/schemas/AnnotationFileRequest' + $ref: '#/components/schemas/TaskAnnotationsWriteRequest' security: - sessionAuth: [] csrfAuth: [] @@ -6990,6 +6990,10 @@ components: required: - spec_id - value + BackupWriteRequest: + oneOf: + - $ref: '#/components/schemas/ProjectFileRequest' + nullable: true BasicUser: type: object properties: @@ -7435,6 +7439,10 @@ components: required: - exporters - importers + DatasetWriteRequest: + oneOf: + - $ref: '#/components/schemas/DatasetFileRequest' + nullable: true Event: type: object properties: @@ -9698,6 +9706,10 @@ components: - $ref: '#/components/schemas/LabeledDataRequest' - $ref: '#/components/schemas/AnnotationFileRequest' nullable: true + TaskAnnotationsWriteRequest: + oneOf: + - $ref: '#/components/schemas/AnnotationFileRequest' + nullable: true TaskFileRequest: type: object properties: From 57231df4af8eef9c85f29a05d3e917b33d73c0b5 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 20 May 2023 01:06:59 +0300 Subject: [PATCH 144/257] Fix list test --- tests/python/rest_api/test_quality_control.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index edaac0ca23e4..d215cd640181 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -27,11 +27,14 @@ def _test_list_200(self, user, task_id, data, **kwargs): task_id=task_id, **kwargs, ) - assert DeepDiff(data, results, ignore_order=True) == {} - - def test_can_list_quality_reports(self, admin_user, tasks, quality_reports): - task_id = next(t for t in tasks if t["quality_reports"]["count"] > 0)["id"] - reports = [r for r in quality_reports if r["target"] == "task" and r["task_id"] == task_id] + assert DeepDiff(data, results) == {} + + def test_can_list_quality_reports(self, admin_user, quality_reports): + parent_report = next(r for r in quality_reports if r["task_id"]) + task_id = parent_report["task_id"] + reports = [parent_report] + [ + r for r in quality_reports if r["parent_id"] == parent_report["id"] + ] self._test_list_200(admin_user, task_id, reports) From 6f07b833a94a882919b7fa2a641da4dc7ab17473 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 20 May 2023 01:12:52 +0300 Subject: [PATCH 145/257] Fix set intersection --- cvat/apps/dataset_manager/annotation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index dd429f36fb5c..4779bf5e1949 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -456,7 +456,7 @@ def to_shapes(self, end_frame: int, *, if track.get("elements"): track_elements = TrackManager(track["elements"], self._dimension) element_shapes = track_elements.to_shapes(end_frame, - included_frames=set(track_shapes.keys()) & (included_frames or []), + included_frames=set(track_shapes.keys()).intersection(included_frames or []), include_outside=True, # elements are controlled by the parent shape use_server_track_ids=use_server_track_ids ) From 37c3dc8530cfefc6cd04b9275bc357494128b588 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sat, 20 May 2023 14:39:23 +0300 Subject: [PATCH 146/257] improved tooltips --- cvat-core/src/quality-report.ts | 26 ++++++++++++-- .../quality/gt-conflicts.tsx | 34 ++++++++++++++++--- .../task-analytics-page/quality/issues.tsx | 2 +- .../quality/mean-quality.tsx | 24 ++++++++----- 4 files changed, 71 insertions(+), 15 deletions(-) diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index 98b7afbca21b..41d28eabfca5 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -22,6 +22,12 @@ export interface RawQualityReportData { conflicts_by_type: { extra_annotation: number, missing_annotation: number, + mismatching_label: number, + low_overlap: number, + mismatching_direction: number, + mismatching_attributes: number, + mismatching_groups: number, + covered_annotation: number, } }; parameters?: object; @@ -35,11 +41,19 @@ export interface QualitySummary { dsCount: number; gtCount: number; accuracy: number; + precision: number; + recall: number; errorCount: number; warningCount: number; conflictsByType: { extraAnnotations: number; missingAnnotations: number; + mismatchingLabel: number; + lowOverlap: number; + mismatchingDirection: number; + mismatchingAttributes: number; + mismatchingGroups: number; + coveredAnnotation: number; } } @@ -104,9 +118,17 @@ export default class QualityReport { gtCount: data.summary.gt_count, accuracy: (data.summary.valid_count / (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count)) * 100, + precision: (data.summary.valid_count / data.summary.gt_count) * 100, + recall: (data.summary.valid_count / data.summary.ds_count) * 100, conflictsByType: { - extraAnnotations: data.summary.conflicts_by_type.extra_annotation, - missingAnnotations: data.summary.conflicts_by_type.missing_annotation, + extraAnnotations: data.summary.conflicts_by_type?.extra_annotation, + missingAnnotations: data.summary.conflicts_by_type?.missing_annotation, + mismatchingLabel: data.summary.conflicts_by_type?.mismatching_label, + lowOverlap: data.summary.conflicts_by_type?.low_overlap, + mismatchingDirection: data.summary.conflicts_by_type?.mismatching_direction, + mismatchingAttributes: data.summary.conflicts_by_type?.mismatching_attributes, + mismatchingGroups: data.summary.conflicts_by_type?.mismatching_groups, + coveredAnnotation: data.summary.conflicts_by_type?.covered_annotation, }, errorCount: data.summary.error_count, warningCount: data.summary.warning_count, diff --git a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx index b0a1ae89b706..976c448c90da 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx @@ -35,11 +35,35 @@ function GTConflicts(props: Props): JSX.Element { Missing annotations:  - {reportSummary?.conflictsByType.missingAnnotations} + {reportSummary?.conflictsByType.missingAnnotations || 0} Extra annotations:  - {reportSummary?.conflictsByType.extraAnnotations} + {reportSummary?.conflictsByType.extraAnnotations || 0} + + + Mismatching label:  + {reportSummary?.conflictsByType.mismatchingLabel || 0} + + + Low overlap:  + {reportSummary?.conflictsByType.lowOverlap || 0} + + + Mismatching direction:  + {reportSummary?.conflictsByType.mismatchingDirection || 0} + + + Mismatching attributes:  + {reportSummary?.conflictsByType.mismatchingAttributes || 0} + + + Mismatching groups:  + {reportSummary?.conflictsByType.mismatchingGroups || 0} + + + Covered annotation:  + {reportSummary?.conflictsByType.coveredAnnotation || 0}
); @@ -50,14 +74,16 @@ function GTConflicts(props: Props): JSX.Element { Errors: {' '} {clampValue(reportSummary?.errorCount)} - {` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)})`} + {reportSummary?.errorCount ? + ` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)})` : ''} {', '} Warnings: {' '} {clampValue(reportSummary?.warningCount)} - {` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)})`} + { reportSummary?.warningCount ? + ` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)})` : '' } ); diff --git a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx index 9763ca0f4fd9..0daac497ab37 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx @@ -42,7 +42,7 @@ function Issues(props: Props): JSX.Element { Resolved: {' '} {clampValue(resolvedIssues)} - {` (${percent(resolvedIssues, issuesCount)})`} + {resolvedIssues ? ` (${percent(resolvedIssues, issuesCount)})` : ''} ); diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 0f9d1a35e595..6a19361c434a 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -23,8 +23,8 @@ function MeanQuality(props: Props): JSX.Element { const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); const reportSummary = taskReport?.summary; - const meanAccuracy = reportSummary?.accuracy; - const accuracyRepresentation = !Number.isFinite(meanAccuracy) ? 'N/A' : `${meanAccuracy?.toFixed(1)}%`; + const toRepresentation = (val?: number): string => (!Number.isFinite(val) ? 'N/A' : `${val?.toFixed(1)}%`); + const tooltip = (
@@ -32,19 +32,27 @@ function MeanQuality(props: Props): JSX.Element { Correct annotations:  - {reportSummary?.validCount} + {reportSummary?.validCount || 0} Task annotations:  - {reportSummary?.dsCount} + {reportSummary?.dsCount || 0} GT annotations:  - {reportSummary?.gtCount} + {reportSummary?.gtCount || 0} Accuracy:  - {accuracyRepresentation} + {toRepresentation(reportSummary?.accuracy)} + + + Precision:  + {toRepresentation(reportSummary?.precision)} + + + Recall:  + {toRepresentation(reportSummary?.recall)}
); @@ -56,7 +64,7 @@ function MeanQuality(props: Props): JSX.Element { href={`${getCore().config.backendAPI}/quality/reports/${taskReport?.id}/data`} download={`quality-report-${taskReport?.id}.json`} > - Qulity Report + Quality Report
@@ -69,7 +77,7 @@ function MeanQuality(props: Props): JSX.Element { From 546154a490c398a161b19e23017e3e084a215001 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sat, 20 May 2023 15:35:58 +0300 Subject: [PATCH 147/257] updated table to new design, added sorting --- cvat-core/src/quality-report.ts | 2 +- .../task-analytics-page/quality/common.ts | 4 + .../task-analytics-page/quality/job-list.tsx | 94 ++++++++++++++----- .../quality/mean-quality.tsx | 2 +- 4 files changed, 77 insertions(+), 25 deletions(-) diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index 41d28eabfca5..5aeff0aa4f82 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -111,7 +111,7 @@ export default class QualityReport { summary: { get: () => ({ frameCount: data.summary.frame_count, - frameSharePercent: data.summary.frame_share_percent, + frameSharePercent: data.summary.frame_share_percent * 100, conflictCount: data.summary.conflict_count, validCount: data.summary.valid_count, dsCount: data.summary.ds_count, diff --git a/cvat-ui/src/components/task-analytics-page/quality/common.ts b/cvat-ui/src/components/task-analytics-page/quality/common.ts index 43461abdee0d..092533b39332 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/common.ts +++ b/cvat-ui/src/components/task-analytics-page/quality/common.ts @@ -13,3 +13,7 @@ export function clampValue(a?: number): string | number { } return 'N/A'; } + +export function toRepresentation(val?: number): string { + return (!Number.isFinite(val) ? 'N/A' : `${val?.toFixed(1)}%`); +} diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx index 51567d9f1375..87b086bff58c 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx @@ -6,7 +6,7 @@ import React, { useEffect, useState } from 'react'; import { useHistory } from 'react-router'; import { Row, Col } from 'antd/lib/grid'; -import { CopyOutlined } from '@ant-design/icons'; +import { CopyOutlined, DownloadOutlined } from '@ant-design/icons'; import { ColumnFilterItem } from 'antd/lib/table/interface'; import Table from 'antd/lib/table'; import Button from 'antd/lib/button'; @@ -14,12 +14,14 @@ import Text from 'antd/lib/typography/Text'; import copy from 'copy-to-clipboard'; import { - Task, Job, JobType, QualityReport, + Task, Job, JobType, QualityReport, getCore, } from 'cvat-core-wrapper'; import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; import { useSelector } from 'react-redux'; import { getQualityColor } from 'utils/quality-color'; +import Tag from 'antd/lib/tag'; +import { toRepresentation } from './common'; interface Props { task: Task; @@ -51,8 +53,8 @@ function JobListComponent(props: Props): JSX.Element { return (obj1: any, obj2: any): number => { let currentObj1 = obj1; let currentObj2 = obj2; - let field1: string | null = null; - let field2: string | null = null; + let field1: string | number | null = null; + let field2: string | number | null = null; for (const pathSegment of path.split('.')) { field1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; field2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; @@ -61,7 +63,8 @@ function JobListComponent(props: Props): JSX.Element { } if (field1 && field2) { - return field1.localeCompare(field2); + if (typeof field1 === 'string' && typeof field2 === 'string') return field1.localeCompare(field2); + if (typeof field1 === 'number' && typeof field2 === 'number') return field2 - field1; } if (field1 === null) { @@ -148,11 +151,26 @@ function JobListComponent(props: Props): JSX.Element { dataIndex: 'frame_intersection', key: 'frame_intersection', className: 'cvat-job-item-frame-intersection', - render: (jobInstance: Job): JSX.Element => { - const frameSharePercent = jobsReports[jobInstance.id]?.summary?.frameSharePercent; + render: (report?: QualityReport): JSX.Element => { + const frameSharePercent = report?.summary?.frameSharePercent; return ( - {Number.isNaN(frameSharePercent) ? 'N/A' : `${Math.round(frameSharePercent * 100)}%`} + {toRepresentation(frameSharePercent)} + + ); + }, + }, + { + title: 'Errors', + dataIndex: 'errors', + key: 'errors', + className: 'cvat-job-item-errors', + sorter: sorter('errors.summary.errorCount'), + render: (report?: QualityReport): JSX.Element => { + const errorCount = report?.summary?.errorCount; + return ( + + {errorCount || 0} ); }, @@ -162,11 +180,12 @@ function JobListComponent(props: Props): JSX.Element { dataIndex: 'conflicts', key: 'conflicts', className: 'cvat-job-item-conflicts', - render: (jobInstance: Job): JSX.Element => { - const conflicts = jobsReports[jobInstance.id]?.summary?.conflictCount; + sorter: sorter('errors.summary.conflictCount'), + render: (report: QualityReport): JSX.Element => { + const conflictCount = report?.summary?.conflictCount; return ( - {Number.isNaN(conflicts) ? 'N/A' : conflicts} + {conflictCount || 0} ); }, @@ -175,30 +194,59 @@ function JobListComponent(props: Props): JSX.Element { title: 'Quality', dataIndex: 'quality', key: 'quality', + align: 'center' as const, className: 'cvat-job-item-quality', - render: (jobInstance: Job): JSX.Element => { - const meanAccuracy = jobsReports[jobInstance.id]?.summary?.accuracy; + sorter: sorter('errors.summary.accuracy'), + render: (report?: QualityReport): JSX.Element => { + const meanAccuracy = report?.summary?.accuracy; + const accuracyRepresentation = toRepresentation(meanAccuracy); return ( - - {!Number.isFinite(meanAccuracy) ? 'N/A' : `${meanAccuracy.toFixed(1)}%`} - + accuracyRepresentation.includes('N/A') ? ( + + N/A + + ) : + {accuracyRepresentation} + ); + }, + }, + { + title: 'Download', + dataIndex: 'download', + key: 'download', + className: 'cvat-job-item-quality-report-download', + align: 'center' as const, + render: (report?: QualityReport): JSX.Element => { + const reportID = report?.id; + return ( + reportID ? ( + + + + ) : ); }, }, ]; const data = renderedJobs.reduce((acc: any[], job: any) => { + const report = jobsReports[job.id]; acc.push({ key: job.id, job: job.id, stage: job, assignee: job, - quality: job, - conflicts: job, - frame_intersection: job, + errors: report, + quality: report, + conflicts: report, + download: report, + frame_intersection: report, }); return acc; diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 6a19361c434a..1fc5bbea0d7c 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -13,6 +13,7 @@ import { CombinedState } from 'reducers'; import Button from 'antd/lib/button'; import { DownloadOutlined } from '@ant-design/icons'; import AnalyticsCard from './analytics-card'; +import { toRepresentation } from './common'; interface Props { task: Task; @@ -23,7 +24,6 @@ function MeanQuality(props: Props): JSX.Element { const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); const reportSummary = taskReport?.summary; - const toRepresentation = (val?: number): string => (!Number.isFinite(val) ? 'N/A' : `${val?.toFixed(1)}%`); const tooltip = (
From bb8c0d8b4906479674b2ee605aa98d33c5d06b7f Mon Sep 17 00:00:00 2001 From: klakhov Date: Sat, 20 May 2023 15:43:03 +0300 Subject: [PATCH 148/257] updated adaptive job card --- cvat-ui/src/components/job-item/styles.scss | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-ui/src/components/job-item/styles.scss b/cvat-ui/src/components/job-item/styles.scss index ec54a5a3a272..2d9176e86c59 100644 --- a/cvat-ui/src/components/job-item/styles.scss +++ b/cvat-ui/src/components/job-item/styles.scss @@ -51,7 +51,7 @@ .cvat-job-assignee-selector { max-width: $grid-unit-size * 16; - @media screen and (max-width: 1300px) { + @media screen and (max-width: 1620px) { max-width: $grid-unit-size * 12; } } From 63b24fc793263f7a403bde8cb40e30a7997170fd Mon Sep 17 00:00:00 2001 From: klakhov Date: Sat, 20 May 2023 19:26:17 +0300 Subject: [PATCH 149/257] added quality settings --- cvat-core/src/api-implementation.ts | 6 + cvat-core/src/api.ts | 6 + cvat-core/src/quality-settings.ts | 184 +++++++++++++ cvat-core/src/server-proxy.ts | 38 +++ cvat-core/src/session.ts | 7 + cvat-ui/src/actions/analytics-actions.ts | 61 ++++- .../quality/mean-quality.tsx | 10 +- .../quality/quality-settings-modal.tsx | 256 ++++++++++++++++++ .../quality/task-quality-component.tsx | 5 +- .../task-analytics-page/styles.scss | 22 +- cvat-ui/src/cvat-core-wrapper.ts | 2 + cvat-ui/src/reducers/analytics-reducer.ts | 54 ++++ cvat-ui/src/reducers/index.ts | 12 +- cvat-ui/src/reducers/notifications-reducer.ts | 54 ++++ cvat/apps/quality_control/serializers.py | 3 +- 15 files changed, 712 insertions(+), 8 deletions(-) create mode 100644 cvat-core/src/quality-settings.ts create mode 100644 cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx diff --git a/cvat-core/src/api-implementation.ts b/cvat-core/src/api-implementation.ts index 6db215f0be29..1239f49384cb 100644 --- a/cvat-core/src/api-implementation.ts +++ b/cvat-core/src/api-implementation.ts @@ -27,6 +27,7 @@ import Organization from './organization'; import Webhook from './webhook'; import QualityReport from './quality-report'; import QualityConflict from './quality-conflict'; +import QualitySettings from './quality-settings'; export default function implementAPI(cvat) { cvat.plugins.list.implementation = PluginRegistry.list; @@ -378,5 +379,10 @@ export default function implementAPI(cvat) { return reportsData.map((conflict) => new QualityConflict({ ...conflict })); }; + cvat.analytics.quality.settings.get.implementation = async (taskID: number) => { + const settings = await serverProxy.analytics.quality.settings.get(taskID); + return new QualitySettings({ ...settings }); + }; + return cvat; } diff --git a/cvat-core/src/api.ts b/cvat-core/src/api.ts index 8e1146a1cfbb..022d996b1d8a 100644 --- a/cvat-core/src/api.ts +++ b/cvat-core/src/api.ts @@ -274,6 +274,12 @@ function build() { const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.conflicts, filter); return result; }, + settings: { + async get(taskID: number) { + const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.settings.get, taskID); + return result; + }, + }, }, }, classes: { diff --git a/cvat-core/src/quality-settings.ts b/cvat-core/src/quality-settings.ts new file mode 100644 index 000000000000..745b7ea958e5 --- /dev/null +++ b/cvat-core/src/quality-settings.ts @@ -0,0 +1,184 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import PluginRegistry from './plugins'; +import serverProxy from './server-proxy'; + +export interface RawQualitySettingsData { + id?: number; + task?: number; + iou_threshold?: number; + oks_sigma?: number; + line_thickness?: number; + low_overlap_threshold?: number; + oriented_lines?: boolean; + line_orientation_threshold?: number; + compare_groups?: boolean; + group_match_threshold?: number; + check_covered_annotations?: boolean; + object_visibility_threshold?: number; + panoptic_comparison?: boolean; + compare_attributes?: boolean; +} + +export default class QualitySettings { + public readonly id: number; + public readonly task: number; + public iouThreshold: number; + public oksSigma: number; + public lineThickness: number; + public lowOverlapThreshold: number; + public orientedLines: boolean; + public lineOrientationThreshold: number; + public compareGroups: boolean; + public groupMatchThreshold: number; + public checkCoveredAnnotations: boolean; + public objectVisibilityThreshold: number; + public panopticComparison: boolean; + public compareAttributes: boolean; + + constructor(initialData: RawQualitySettingsData) { + const data: RawQualitySettingsData = { + id: undefined, + task: undefined, + iou_threshold: undefined, + oks_sigma: undefined, + line_thickness: undefined, + low_overlap_threshold: undefined, + oriented_lines: undefined, + line_orientation_threshold: undefined, + compare_groups: undefined, + group_match_threshold: undefined, + check_covered_annotations: undefined, + object_visibility_threshold: undefined, + panoptic_comparison: undefined, + compare_attributes: undefined, + }; + + for (const property in data) { + if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { + data[property] = initialData[property]; + } + } + + Object.defineProperties( + this, + Object.freeze({ + id: { + get: () => data.id, + }, + task: { + get: () => data.task, + }, + iouThreshold: { + get: () => data.iou_threshold, + set: (value: number) => { + data.iou_threshold = value; + }, + }, + oksSigma: { + get: () => data.oks_sigma, + set: (value: number) => { + data.oks_sigma = value; + }, + }, + lineThickness: { + get: () => data.line_thickness, + set: (value: number) => { + data.line_thickness = value; + }, + }, + lowOverlapThreshold: { + get: () => data.low_overlap_threshold, + set: (value: number) => { + data.low_overlap_threshold = value; + }, + }, + orientedLines: { + get: () => data.oriented_lines, + set: (value: boolean) => { + data.oriented_lines = value; + }, + }, + lineOrientationThreshold: { + get: () => data.line_orientation_threshold, + set: (value: number) => { + data.line_orientation_threshold = value; + }, + }, + compareGroups: { + get: () => data.compare_groups, + set: (value: boolean) => { + data.compare_groups = value; + }, + }, + groupMatchThreshold: { + get: () => data.group_match_threshold, + set: (value: number) => { + data.group_match_threshold = value; + }, + }, + checkCoveredAnnotations: { + get: () => data.check_covered_annotations, + set: (value: boolean) => { + data.check_covered_annotations = value; + }, + }, + objectVisibilityThreshold: { + get: () => data.object_visibility_threshold, + set: (value: number) => { + data.object_visibility_threshold = value; + }, + }, + panopticComparison: { + get: () => data.panoptic_comparison, + set: (value: boolean) => { + data.panoptic_comparison = value; + }, + }, + compareAttributes: { + get: () => data.compare_attributes, + set: (value: boolean) => { + data.compare_attributes = value; + }, + }, + }), + ); + } + + public toJSON(): RawQualitySettingsData { + const result: RawQualitySettingsData = { + iou_threshold: this.iouThreshold, + oks_sigma: this.oksSigma, + line_thickness: this.lineThickness, + low_overlap_threshold: this.lowOverlapThreshold, + oriented_lines: this.orientedLines, + line_orientation_threshold: this.lineOrientationThreshold, + compare_groups: this.compareGroups, + group_match_threshold: this.groupMatchThreshold, + check_covered_annotations: this.checkCoveredAnnotations, + object_visibility_threshold: this.objectVisibilityThreshold, + panoptic_comparison: this.panopticComparison, + compare_attributes: this.compareAttributes, + }; + + return result; + } + + public async save(): Promise { + const result = await PluginRegistry.apiWrapper.call(this, QualitySettings.prototype.save); + return result; + } +} + +Object.defineProperties(QualitySettings.prototype.save, { + implementation: { + writable: false, + enumerable: false, + value: async function implementation() { + const result = await serverProxy.analytics.quality.settings.update(this.id, this.toJSON()); + return new QualitySettings(result); + }, + }, +}); diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index be18b52a54d5..7056ca2a8f00 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -14,6 +14,7 @@ import { SerializedRegister, JobsFilter, SerializedJob, } from 'server-response-types'; import { RawQualityReportData } from 'quality-report'; +import { RawQualitySettingsData } from 'quality-settings'; import { Storage } from './storage'; import { StorageLocation, WebhookSourceType } from './enums'; import { isEmail } from './common'; @@ -2208,6 +2209,39 @@ async function getQualityConflicts(filter): Promise { } } +async function getQualitySettings(settingsID: number): Promise { + const params = enableOrganization(); + const { backendAPI } = config; + + try { + const response = await Axios.get(`${backendAPI}/quality/settings/${settingsID}`, { + params: { + ...params, + }, + }); + return response.data; + } catch (errorData) { + throw generateError(errorData); + } +} + +async function updateQualitySettings( + settingsID: number, + settingsData: RawQualitySettingsData, +): Promise { + const params = enableOrganization(); + const { backendAPI } = config; + + try { + const response = await Axios.patch(`${backendAPI}/quality/settings/${settingsID}`, settingsData, { + params, + }); + return response.data; + } catch (errorData) { + throw generateError(errorData); + } +} + export default Object.freeze({ server: Object.freeze({ setAuthData, @@ -2358,6 +2392,10 @@ export default Object.freeze({ quality: Object.freeze({ reports: getQualityReports, conflicts: getQualityConflicts, + settings: Object.freeze({ + get: getQualitySettings, + update: updateQualitySettings, + }), }), }), }); diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 9833a1f4ff2a..ce835ba2fa95 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -642,6 +642,8 @@ export class Task extends Session { public readonly cloudStorageID: number; public readonly sortingMethod: string; + public readonly qualitySettingsID: number; + public annotations: { get: CallableFunction; put: CallableFunction; @@ -723,6 +725,8 @@ export class Task extends Session { cloud_storage_id: undefined, sorting_method: undefined, files: undefined, + + quality_settings: undefined, }; const updateTrigger = new FieldUpdateTrigger(); @@ -1038,6 +1042,9 @@ export class Task extends Session { progress: { get: () => data.progress, }, + qualitySettingsID: { + get: () => data.quality_settings, + }, _internalData: { get: () => data, }, diff --git a/cvat-ui/src/actions/analytics-actions.ts b/cvat-ui/src/actions/analytics-actions.ts index 0c79420ed4a8..7121f2581303 100644 --- a/cvat-ui/src/actions/analytics-actions.ts +++ b/cvat-ui/src/actions/analytics-actions.ts @@ -2,7 +2,9 @@ // // SPDX-License-Identifier: MIT -import { getCore, QualityReport, Task } from 'cvat-core-wrapper'; +import { + getCore, QualityReport, QualitySettings, Task, +} from 'cvat-core-wrapper'; import { Dispatch, ActionCreator } from 'redux'; import { QualityQuery } from 'reducers'; import { ActionUnion, createAction, ThunkAction } from 'utils/redux'; @@ -14,9 +16,16 @@ export enum AnalyticsActionsTypes { GET_QUALITY_REPORTS = 'GET_QUALITY_REPORTS', GET_QUALITY_REPORTS_SUCCESS = 'GET_QUALITY_REPORTS_SUCCESS', GET_QUALITY_REPORTS_FAILED = 'GET_QUALITY_REPORTS_FAILED', + SWITCH_QUALITY_SETTINGS_VISIBLE = 'SWITCH_QUALITY_SETTINGS_VISIBLE', + GET_QUALITY_SETTINGS = 'GET_QUALITY_SETTINS', + GET_QUALITY_SETTINGS_SUCCESS = 'GET_QUALITY_SETTINGS_SUCCESS', + GET_QUALITY_SETTINGS_FAILED = 'GET_QUALITY_SETTINGS_FAILED', + UPDATE_QUALITY_SETTINGS = 'UPDATE_QUALITY_SETTINGS', + UPDATE_QUALITY_SETTINGS_SUCCESS = 'UPDATE_QUALITY_SETTINGS_SUCCESS', + UPDATE_QUALITY_SETTINGS_FAILED = 'UPDATE_QUALITY_SETTINGS_FAILED', } -const analyticsActions = { +export const analyticsActions = { getQualityReports: (task: Task, query: QualityQuery) => ( createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS, { query }) ), @@ -24,6 +33,27 @@ const analyticsActions = { AnalyticsActionsTypes.GET_QUALITY_REPORTS_SUCCESS, { tasksReports, jobsReports }, ), getQualityReportsFailed: (error: any) => createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED, { error }), + switchQualitySettingsVisible: (visible: boolean) => ( + createAction(AnalyticsActionsTypes.SWITCH_QUALITY_SETTINGS_VISIBLE, { visible }) + ), + getQualitySettings: (settingsID: number) => ( + createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS, { settingsID }) + ), + getQualitySettingsSuccess: (settings: QualitySettings) => ( + createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS_SUCCESS, { settings }) + ), + getQualitySettingsFailed: (error: any) => ( + createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED, { error }) + ), + updateQualitySettings: (settings: QualitySettings) => ( + createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS, { settings }) + ), + updateQualitySettingsSuccess: (settings: QualitySettings) => ( + createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_SUCCESS, { settings }) + ), + updateQualitySettingsFailed: (error: any) => ( + createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED, { error }) + ), }; export const getQualityReportsAsync = (task: Task, query: QualityQuery): ThunkAction => ( @@ -50,4 +80,31 @@ export const getQualityReportsAsync = (task: Task, query: QualityQuery): ThunkAc } ); +export const getQualitySettingsAsync = (task: Task): ThunkAction => ( + async (dispatch: ActionCreator): Promise => { + dispatch(analyticsActions.getQualitySettings(task.id)); + try { + const qualitySettings = await cvat.analytics.quality.settings.get(task.qualitySettingsID); + + dispatch(analyticsActions.getQualitySettingsSuccess(qualitySettings)); + } catch (error) { + dispatch(analyticsActions.getQualityReportsFailed(error)); + } + } +); + +export const updateQualitySettingsAsync = (qualitySettings: QualitySettings): ThunkAction => ( + async (dispatch: ActionCreator): Promise => { + dispatch(analyticsActions.updateQualitySettings(qualitySettings)); + + try { + const updatedQualitySettings = await qualitySettings.save(); + dispatch(analyticsActions.updateQualitySettingsSuccess(updatedQualitySettings)); + } catch (error) { + dispatch(analyticsActions.updateQualitySettingsFailed(error)); + throw error; + } + } +); + export type AnalyticsActions = ActionUnion; diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 1fc5bbea0d7c..c04c2c79837c 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -8,10 +8,11 @@ import React from 'react'; import Text from 'antd/lib/typography/Text'; import moment from 'moment'; import { QualityReport, Task, getCore } from 'cvat-core-wrapper'; -import { useSelector } from 'react-redux'; +import { useSelector, useDispatch } from 'react-redux'; import { CombinedState } from 'reducers'; import Button from 'antd/lib/button'; -import { DownloadOutlined } from '@ant-design/icons'; +import { DownloadOutlined, MoreOutlined } from '@ant-design/icons'; +import { analyticsActions } from 'actions/analytics-actions'; import AnalyticsCard from './analytics-card'; import { toRepresentation } from './common'; @@ -21,6 +22,7 @@ interface Props { function MeanQuality(props: Props): JSX.Element { const { task } = props; + const dispatch = useDispatch(); const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); const reportSummary = taskReport?.summary; @@ -67,6 +69,10 @@ function MeanQuality(props: Props): JSX.Element { Quality Report + dispatch(analyticsActions.switchQualitySettingsVisible(true))} + />
{taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''}
diff --git a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx new file mode 100644 index 000000000000..0399c349d9a9 --- /dev/null +++ b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx @@ -0,0 +1,256 @@ +// Copyright (C) 2023 CVAT.ai Corporation +// +// SPDX-License-Identifier: MIT + +import React, { useCallback } from 'react'; +import { useDispatch, useSelector } from 'react-redux'; +import { CombinedState } from 'reducers'; +import Text from 'antd/lib/typography/Text'; +import Modal from 'antd/lib/modal'; +import InputNumber from 'antd/lib/input-number'; +import { analyticsActions, updateQualitySettingsAsync } from 'actions/analytics-actions'; +import { Col, Row } from 'antd/lib/grid'; +import { Divider } from 'antd'; +import Form from 'antd/lib/form'; +import Checkbox from 'antd/lib/checkbox/Checkbox'; + +export default function QualitySettingsModal(): JSX.Element | null { + const visible = useSelector((state: CombinedState) => state.analytics.quality.settings.modalVisible); + const loading = useSelector((state: CombinedState) => state.analytics.quality.settings.fetching); + const settings = useSelector((state: CombinedState) => state.analytics.quality.settings.current); + const [form] = Form.useForm(); + + console.log(settings); + const dispatch = useDispatch(); + + const onOk = useCallback(async () => { + try { + if (settings) { + const values = await form.validateFields(); + settings.lineThickness = values.lineThickness / 100; + settings.lineOrientationThreshold = values.lineOrientationThreshold / 100; + settings.orientedLines = values.orientedLines; + + settings.lowOverlapThreshold = values.lowOverlapThreshold / 100; + settings.iouThreshold = values.iouThreshold / 100; + settings.oksSigma = values.oksSigma / 100; + + settings.orientedLines = values.orientedLines; + settings.groupMatchThreshold = values.groupMatchThreshold / 100; + + settings.checkCoveredAnnotations = values.checkCoveredAnnotations; + settings.objectVisibilityThreshold = values.objectVisibilityThreshold / 100; + + settings.compareAttributes = values.compareAttributes; + settings.panopticComparison = values.panopticComparison; + + await dispatch(updateQualitySettingsAsync(settings)); + await dispatch(analyticsActions.switchQualitySettingsVisible(false)); + } + return settings; + } catch (e) { + return false; + } + }, [settings]); + + const onCancel = useCallback(() => { + dispatch(analyticsActions.switchQualitySettingsVisible(false)); + }, []); + + return ( + Annotation Settings Quality} + visible={visible} + onOk={onOk} + onCancel={onCancel} + confirmLoading={loading} + className='cvat-modal-quality-settings' + > + { settings ? ( +
+ + + Overlap Settings + + + +
+ + + + + + + + + + + + + + + + + + + + + Line Settings + + + + + + + + + + + + + + + + + + + Oriented lines + + + + + + + + Group Settings + + + + + + + + + + + + Compare groups + + + + + + + + Others + + + + + + + + + + + + Check covered annotations + + + + + + + + + Compare attributes + + + + + + + Panoptic comparison + + + + + + ) : ( + No quality settings + )} + + ); +} diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index e1cc7de5c47a..e1556bb16ea7 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -12,13 +12,14 @@ import { Row } from 'antd/lib/grid'; import Text from 'antd/lib/typography/Text'; import JobItem from 'components/job-item/job-item'; import { useDispatch, useSelector } from 'react-redux'; -import { getQualityReportsAsync } from 'actions/analytics-actions'; +import { getQualityReportsAsync, getQualitySettingsAsync } from 'actions/analytics-actions'; import { CombinedState } from 'reducers'; import MeanQuality from './mean-quality'; import JobList from './job-list'; import GtConflicts from './gt-conflicts'; import Issues from './issues'; import EmptyGtJob from './empty-job'; +import QualitySettingsModal from './quality-settings-modal'; interface Props { task: Task, @@ -32,6 +33,7 @@ function TaskQualityComponent(props: Props): JSX.Element { useEffect(() => { dispatch(getQualityReportsAsync(task, { ...query, taskId: task.id })); + dispatch(getQualitySettingsAsync(task)); }, []); const gtJob = task.jobs.find((job: Job) => job.type === JobType.GROUND_TRUTH); @@ -56,6 +58,7 @@ function TaskQualityComponent(props: Props): JSX.Element { + ); } diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss index 3ceedcccadb5..80ad802e9d9a 100644 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ b/cvat-ui/src/components/task-analytics-page/styles.scss @@ -79,7 +79,7 @@ font-size: 10px; position: absolute; bottom: -$grid-unit-size * 3; - right: 0; + right: $grid-unit-size * 4; } .cvat-task-analytics-page { @@ -119,3 +119,23 @@ padding-right: $grid-unit-size * 3; } } + +.cvat-quality-settings-switch { + padding-left: $grid-unit-size * 2; +} + +.cvat-quality-settings-title { + margin-bottom: $grid-unit-size * 2; +} + +.cvat-modal-quality-settings { + top: $grid-unit-size * 3; + + .ant-divider { + margin: $grid-unit-size 0; + } + + .ant-form-item-control-input { + min-height: 0; + } +} diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index 372d952d9595..94c32446ce1f 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -16,6 +16,7 @@ import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; import QualityReport from 'cvat-core/src/quality-report'; import QualityConflict, { AnnotationConflict } from 'cvat-core/src/quality-conflict'; +import QualitySettings from 'cvat-core/src/quality-settings'; import { ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, JobStage, JobState, @@ -68,6 +69,7 @@ export { JobState, QualityReport, QualityConflict, + QualitySettings, AnnotationConflict, }; diff --git a/cvat-ui/src/reducers/analytics-reducer.ts b/cvat-ui/src/reducers/analytics-reducer.ts index 60ea1380c515..80dda841001e 100644 --- a/cvat-ui/src/reducers/analytics-reducer.ts +++ b/cvat-ui/src/reducers/analytics-reducer.ts @@ -15,6 +15,11 @@ const defaultState: AnalyticsState = { jobId: null, parentId: null, }, + settings: { + modalVisible: false, + fetching: false, + current: null, + }, }, }; @@ -50,6 +55,55 @@ export default function ( ...state, fetching: false, }; + case AnalyticsActionsTypes.SWITCH_QUALITY_SETTINGS_VISIBLE: + return { + ...state, + quality: { + ...state.quality, + settings: { + ...state.quality.settings, + modalVisible: action.payload.visible, + }, + }, + }; + case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS: + case AnalyticsActionsTypes.GET_QUALITY_SETTINGS: { + return { + ...state, + quality: { + ...state.quality, + settings: { + ...state.quality.settings, + fetching: true, + }, + }, + }; + } + case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_SUCCESS: + case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_SUCCESS: + return { + ...state, + quality: { + ...state.quality, + settings: { + ...state.quality.settings, + current: action.payload.settings, + fetching: false, + }, + }, + }; + case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED: + case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED: + return { + ...state, + quality: { + ...state.quality, + settings: { + ...state.quality.settings, + fetching: false, + }, + }, + }; default: return state; } diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index 3dde0dccd049..3dea41244eb1 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -6,7 +6,7 @@ import { Canvas3d } from 'cvat-canvas3d/src/typescript/canvas3d'; import { Canvas, RectDrawingMethod, CuboidDrawingMethod } from 'cvat-canvas-wrapper'; import { - Webhook, MLModel, ModelProvider, Organization, QualityReport, QualityConflict, + Webhook, MLModel, ModelProvider, Organization, QualityReport, QualityConflict, QualitySettings, } from 'cvat-core-wrapper'; import { IntelligentScissors } from 'utils/opencv-wrapper/intelligent-scissors'; import { KeyMap } from 'utils/mousetrap-react'; @@ -565,6 +565,11 @@ export interface NotificationsState { updating: null | ErrorState; deleting: null | ErrorState; }; + analytics: { + fetching: null | ErrorState; + fetchingSettings: null | ErrorState; + updatingSettings: null | ErrorState; + } }; messages: { tasks: { @@ -913,6 +918,11 @@ export interface AnalyticsState { tasksReports: QualityReport[]; jobsReports: QualityReport[]; query: QualityQuery; + settings: { + modalVisible: boolean; + current: QualitySettings | null; + fetching: boolean; + } } } diff --git a/cvat-ui/src/reducers/notifications-reducer.ts b/cvat-ui/src/reducers/notifications-reducer.ts index c875b389c01f..6ee902f823e5 100644 --- a/cvat-ui/src/reducers/notifications-reducer.ts +++ b/cvat-ui/src/reducers/notifications-reducer.ts @@ -24,6 +24,7 @@ import { OrganizationActionsTypes } from 'actions/organization-actions'; import { JobsActionTypes } from 'actions/jobs-actions'; import { WebhooksActionsTypes } from 'actions/webhooks-actions'; +import { AnalyticsActionsTypes } from 'actions/analytics-actions'; import { NotificationsState } from '.'; const defaultState: NotificationsState = { @@ -157,6 +158,11 @@ const defaultState: NotificationsState = { updating: null, deleting: null, }, + analytics: { + fetching: null, + fetchingSettings: null, + updatingSettings: null, + }, }, messages: { tasks: { @@ -1657,6 +1663,54 @@ export default function (state = defaultState, action: AnyAction): Notifications }, }; } + case AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED: { + return { + ...state, + errors: { + ...state.errors, + analytics: { + ...state.errors.analytics, + fetching: { + message: 'Could not fetch quality reports', + reason: action.payload.error.toString(), + className: 'cvat-notification-notice-get-quality-reports-failed', + }, + }, + }, + }; + } + case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED: { + return { + ...state, + errors: { + ...state.errors, + analytics: { + ...state.errors.analytics, + fetchingSettings: { + message: 'Could not fetch quality settings', + reason: action.payload.error.toString(), + className: 'cvat-notification-notice-get-quality-settings-failed', + }, + }, + }, + }; + } + case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED: { + return { + ...state, + errors: { + ...state.errors, + analytics: { + ...state.errors.analytics, + updatingSettings: { + message: 'Could not update quality settings', + reason: action.payload.error.toString(), + className: 'cvat-notification-notice-update-quality-settings-failed', + }, + }, + }, + }; + } case BoundariesActionTypes.RESET_AFTER_ERROR: case AuthActionTypes.LOGOUT_SUCCESS: { return { ...defaultState }; diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 93dfc1b4c88e..53fcdbf5cbd8 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -63,6 +63,7 @@ class QualitySettingsSerializer(serializers.ModelSerializer): class Meta: model = models.QualitySettings fields = ( + 'id', 'task', 'iou_threshold', @@ -84,7 +85,7 @@ class Meta: 'compare_attributes', ) - read_only_fields = ('task', ) + read_only_fields = ('id', 'task', ) extra_kwargs = { k: {'required': False} for k in fields From 6d750fe37db4ccc2b9d076246825c2afbd9ec96e Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 09:03:03 +0300 Subject: [PATCH 150/257] updated job item --- cvat-ui/src/components/job-item/job-item.tsx | 92 +++++++++++++++++--- cvat-ui/src/components/job-item/styles.scss | 2 +- 2 files changed, 81 insertions(+), 13 deletions(-) diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index df31e8958d31..fbb95b678097 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -4,7 +4,7 @@ import './styles.scss'; -import React from 'react'; +import React, { useEffect, useState } from 'react'; import { Col, Row } from 'antd/lib/grid'; import Card from 'antd/lib/card'; import Text from 'antd/lib/typography/Text'; @@ -13,15 +13,19 @@ import Icon from '@ant-design/icons'; import { Job, JobStage, JobType, User, } from 'cvat-core-wrapper'; -import { MoreOutlined, ProjectOutlined } from '@ant-design/icons/lib/icons'; +import { + BorderOutlined, + LoadingOutlined, MoreOutlined, ProjectOutlined, QuestionCircleOutlined, +} from '@ant-design/icons/lib/icons'; import { Link } from 'react-router-dom'; import moment from 'moment'; import UserSelector from 'components/task-page/user-selector'; import Dropdown from 'antd/lib/dropdown'; import Tag from 'antd/lib/tag'; -import { DurationIcon, FrameCountIcon, FramesIcon } from 'icons'; +import { DurationIcon, FramesIcon } from 'icons'; import { useSelector } from 'react-redux'; import { CombinedState } from 'reducers'; +import CVATTooltip from 'components/common/cvat-tooltip'; import JobActionsMenu from './job-actions-menu'; interface Props { @@ -29,6 +33,63 @@ interface Props { onJobUpdate: (job: Job) => void; } +function ReviewSummaryComponent({ jobInstance }: { jobInstance: any }): JSX.Element { + const [summary, setSummary] = useState | null>(null); + const [error, setError] = useState(null); + useEffect(() => { + setError(null); + jobInstance + .issues(jobInstance.id) + .then((issues: any[]) => { + setSummary({ + issues_unsolved: issues.filter((issue) => !issue.resolved).length, + issues_resolved: issues.filter((issue) => issue.resolved).length, + }); + }) + .catch((_error: any) => { + // eslint-disable-next-line + console.log(_error); + setError(_error); + }); + }, []); + + if (!summary) { + if (error) { + if (error.toString().includes('403')) { + return

You do not have permissions

; + } + + return

Could not fetch, check console output

; + } + + return ( + <> +

Loading..

+ + + ); + } + + return ( +
+ + + + + + + + + + +
+ Unsolved issues + {summary.issues_unsolved}
+ Resolved issues + {summary.issues_resolved}
+ ); +} + function JobItem(props: Props): JSX.Element { const { job, onJobUpdate } = props; const { stage, id } = job; @@ -94,8 +155,15 @@ function JobItem(props: Props): JSX.Element { /> - - Stage: + + + Stage: + + + }> + + + + @@ -140,20 +209,19 @@ function JobItem(props: Props): JSX.Element { - - Frame count: - {` ${job.stopFrame - job.startFrame}`} + + Frame range: + {` ${job.startFrame}-${job.stopFrame}`} - - Frames: - {` ${job.startFrame}-${job.stopFrame}`} + + Frame count: + {` ${job.stopFrame - job.startFrame}`} - diff --git a/cvat-ui/src/components/job-item/styles.scss b/cvat-ui/src/components/job-item/styles.scss index 2d9176e86c59..82295a76c761 100644 --- a/cvat-ui/src/components/job-item/styles.scss +++ b/cvat-ui/src/components/job-item/styles.scss @@ -19,7 +19,7 @@ .cvat-job-item-selects { padding-top: $grid-unit-size; - .ant-select { + .cvat-job-assignee-selector { margin-right: $grid-unit-size; } } From 4e3f2e76a1262a3666a373a4956f6aff434cd9b8 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 10:22:53 +0300 Subject: [PATCH 151/257] refactored job list, added filtering/sorting --- cvat-ui/package.json | 2 + cvat-ui/src/components/task-page/job-list.tsx | 431 ++++++------------ .../task-page/jobs-filter-configuration.ts | 94 ++++ cvat-ui/src/components/task-page/styles.scss | 22 +- yarn.lock | 11 +- 5 files changed, 255 insertions(+), 305 deletions(-) create mode 100644 cvat-ui/src/components/task-page/jobs-filter-configuration.ts diff --git a/cvat-ui/package.json b/cvat-ui/package.json index f470a58e6cd0..9ccd253cc192 100644 --- a/cvat-ui/package.json +++ b/cvat-ui/package.json @@ -21,6 +21,7 @@ "license": "MIT", "dependencies": { "@ant-design/icons": "^4.6.3", + "@types/json-logic-js": "^2.0.2", "@types/lodash": "^4.14.172", "@types/lru-cache": "^7.10.10", "@types/platform": "^1.3.4", @@ -41,6 +42,7 @@ "cvat-core": "link:./../cvat-core", "dotenv-webpack": "^8.0.1", "error-stack-parser": "^2.0.6", + "json-logic-js": "^2.0.2", "lodash": "^4.17.21", "lru-cache": "^9.1.1", "moment": "^2.29.2", diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index bf3f369374c7..4a6066b2f3b6 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -3,85 +3,57 @@ // // SPDX-License-Identifier: MIT -import React, { useEffect, useState } from 'react'; +import React, { useCallback, useEffect, useState } from 'react'; +import jsonLogic from 'json-logic-js'; +import _ from 'lodash'; import { useHistory } from 'react-router'; import { Row, Col } from 'antd/lib/grid'; -import { LoadingOutlined, QuestionCircleOutlined, CopyOutlined } from '@ant-design/icons'; -import { ColumnFilterItem } from 'antd/lib/table/interface'; -import Table from 'antd/lib/table'; -import Button from 'antd/lib/button'; -import Select from 'antd/lib/select'; -import Text from 'antd/lib/typography/Text'; -import moment from 'moment'; -import copy from 'copy-to-clipboard'; import { - Task, Job, JobType, User, + Task, Job, } from 'cvat-core-wrapper'; -import { JobStage } from 'reducers'; -import CVATTooltip from 'components/common/cvat-tooltip'; -import UserSelector from './user-selector'; +import { Indexable, JobsQuery } from 'reducers'; +import JobItem from 'components/job-item/job-item'; +import Pagination from 'antd/lib/pagination'; +import { + SortingComponent, ResourceFilterHOC, defaultVisibility, updateHistoryFromQuery, +} from 'components/resource-sorting-filtering'; +import Button from 'antd/lib/button'; +import { PlusOutlined } from '@ant-design/icons'; +import Empty from 'antd/lib/empty'; +import { + localStorageRecentKeyword, localStorageRecentCapacity, predefinedFilterValues, config, +} from './jobs-filter-configuration'; + +const FilteringComponent = ResourceFilterHOC( + config, localStorageRecentKeyword, localStorageRecentCapacity, predefinedFilterValues, +); interface Props { task: Task; onUpdateJob(jobInstance: Job): void; } -function ReviewSummaryComponent({ jobInstance }: { jobInstance: any }): JSX.Element { - const [summary, setSummary] = useState | null>(null); - const [error, setError] = useState(null); - useEffect(() => { - setError(null); - jobInstance - .issues(jobInstance.id) - .then((issues: any[]) => { - setSummary({ - issues_unsolved: issues.filter((issue) => !issue.resolved).length, - issues_resolved: issues.filter((issue) => issue.resolved).length, - }); - }) - .catch((_error: any) => { - // eslint-disable-next-line - console.log(_error); - setError(_error); - }); - }, []); - - if (!summary) { - if (error) { - if (error.toString().includes('403')) { - return

You do not have permissions

; - } - - return

Could not fetch, check console output

; +const PAGE_SIZE = 10; +function setUpJobsList(jobs: Job[], query: JobsQuery): Job[] { + let result = jobs; + if (query.sort) { + let sort = query.sort.split(','); + const orders = sort.map((elem: string) => (elem.startsWith('-') ? 'desc' : 'asc')); + sort = sort.map((elem: string) => (elem.startsWith('-') ? elem.substring(1) : elem)); + const assigneeInd = sort.indexOf('assignee'); + if (assigneeInd > -1) { + sort[assigneeInd] = 'assignee.username'; } - - return ( - <> -

Loading..

- - - ); + result = _.orderBy(result, sort, orders); + } + if (query.filter) { + const converted = result.map((job) => ({ ...job, assignee: job?.assignee?.username })); + const filter = JSON.parse(query.filter); + result = result.filter((job, index) => jsonLogic.apply(filter, converted[index])); } - return ( - - - - - - - - - - - -
- Unsolved issues - {summary.issues_unsolved}
- Resolved issues - {summary.issues_resolved}
- ); + return result; } function JobListComponent(props: Props): JSX.Element { @@ -89,244 +61,115 @@ function JobListComponent(props: Props): JSX.Element { task: taskInstance, onUpdateJob, } = props; + const [visibility, setVisibility] = useState(defaultVisibility); const history = useHistory(); const { id: taskId } = taskInstance; - let { jobs } = taskInstance; - jobs = jobs.filter((job: Job) => job.type === JobType.ANNOTATION); - - function sorter(path: string) { - return (obj1: any, obj2: any): number => { - let currentObj1 = obj1; - let currentObj2 = obj2; - let field1: string | null = null; - let field2: string | null = null; - for (const pathSegment of path.split('.')) { - field1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; - field2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; - currentObj1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; - currentObj2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; - } - - if (field1 && field2) { - return field1.localeCompare(field2); - } - - if (field1 === null) { - return 1; - } - - return -1; - }; - } - - function collectUsers(path: string): ColumnFilterItem[] { - return Array.from( - new Set( - jobs.map((job: any) => { - if (job[path] === null) { - return null; - } - - return job[path].username; - }), - ), - ).map((value: string | null) => ({ text: value || 'Is Empty', value: value || false })); - } - - const columns = [ - { - title: 'Job', - dataIndex: 'job', - key: 'job', - render: (id: number): JSX.Element => ( -
- -
- ), - }, - { - title: 'Frames', - dataIndex: 'frames', - key: 'frames', - className: 'cvat-text-color cvat-job-item-frames', - }, - { - title: 'Stage', - dataIndex: 'stage', - key: 'stage', - className: 'cvat-job-item-stage', - render: (jobInstance: any): JSX.Element => { - const { stage } = jobInstance; - - return ( -
- - }> - - -
- ); - }, - sorter: sorter('stage.stage'), - filters: [ - { text: 'annotation', value: 'annotation' }, - { text: 'validation', value: 'validation' }, - { text: 'acceptance', value: 'acceptance' }, - ], - onFilter: (value: string | number | boolean, record: any) => record.stage.stage === value, - }, - { - title: 'State', - dataIndex: 'state', - key: 'state', - className: 'cvat-job-item-state', - render: (jobInstance: any): JSX.Element => { - const { state } = jobInstance; - return ( - - {state} - - ); - }, - sorter: sorter('state.state'), - filters: [ - { text: 'new', value: 'new' }, - { text: 'in progress', value: 'in progress' }, - { text: 'completed', value: 'completed' }, - { text: 'rejected', value: 'rejected' }, - ], - onFilter: (value: string | number | boolean, record: any) => record.state.state === value, - }, - { - title: 'Started on', - dataIndex: 'started', - key: 'started', - className: 'cvat-text-color', - }, - { - title: 'Duration', - dataIndex: 'duration', - key: 'duration', - className: 'cvat-text-color', - }, - { - title: 'Assignee', - dataIndex: 'assignee', - key: 'assignee', - className: 'cvat-job-item-assignee', - render: (jobInstance: any): JSX.Element => ( - { - if (jobInstance?.assignee?.id === value?.id) return; - jobInstance.assignee = value; - onUpdateJob(jobInstance); - }} - /> - ), - sorter: sorter('assignee.assignee.username'), - filters: collectUsers('assignee'), - onFilter: (value: string | number | boolean, record: any) => ( - record.assignee.assignee?.username || false - ) === value, - }, - ]; - - let completed = 0; - const data = jobs.reduce((acc: any[], job: any) => { - if (job.stage === 'acceptance') { - completed++; + const { jobs } = taskInstance; + + const queryParams = new URLSearchParams(history.location.search); + const updatedQuery: JobsQuery = { + page: 1, + sort: null, + search: null, + filter: null, + }; + for (const key of Object.keys(updatedQuery)) { + (updatedQuery as Indexable)[key] = queryParams.get(key) || null; + if (key === 'page') { + updatedQuery.page = updatedQuery.page ? +updatedQuery.page : 1; } - - const created = moment(taskInstance.createdDate); - - const now = moment(moment.now()); - acc.push({ - key: job.id, - job: job.id, - frames: `${job.startFrame}-${job.stopFrame}`, - state: job, - stage: job, - started: `${created.format('MMMM Do YYYY HH:MM')}`, - duration: `${moment.duration(now.diff(created)).humanize()}`, - assignee: job, + } + const [query, setQuery] = useState(updatedQuery); + const filteredJobs = setUpJobsList(jobs, query); + const jobViews = filteredJobs + .slice((query.page - 1) * PAGE_SIZE, query.page * PAGE_SIZE) + .map((job: Job) => ); + useEffect(() => { + history.replace({ + search: updateHistoryFromQuery(query), }); + }, [query]); - return acc; + const onCreateJob = useCallback(() => { + history.push(`/tasks/${taskId}/jobs/create`); }, []); return ( -
- - - Jobs - - - - - - {`${completed} of ${data.length} jobs`} - - - 'cvat-task-jobs-table-row'} - columns={columns} - dataSource={data} - size='small' - /> - + <> +
+ ( + setVisibility({ ...defaultVisibility, sorting: visible }) + )} + defaultFields={query.sort?.split(',') || ['-ID']} + sortingFields={['ID', 'Assignee', 'State', 'Stage']} + onApplySorting={(sort: string | null) => { + setQuery({ + ...query, + sort, + }); + }} + /> + ( + setVisibility({ ...defaultVisibility, predefined: visible }) + )} + onBuilderVisibleChange={(visible: boolean) => ( + setVisibility({ ...defaultVisibility, builder: visible }) + )} + onRecentVisibleChange={(visible: boolean) => ( + setVisibility({ ...defaultVisibility, builder: visibility.builder, recent: visible }) + )} + onApplyFilter={(filter: string | null) => { + setQuery({ + ...query, + filter, + }); + }} + /> +
+
+
+ + { + jobViews.length ? ( + <> +
+
+ {jobViews} + + + + + { + setQuery({ + ...query, + page, + }); + }} + showSizeChanger={false} + total={filteredJobs.length} + pageSize={PAGE_SIZE} + current={query.page} + showQuickJumper + /> + + + + ) : ( + + ) + } + ); } diff --git a/cvat-ui/src/components/task-page/jobs-filter-configuration.ts b/cvat-ui/src/components/task-page/jobs-filter-configuration.ts new file mode 100644 index 000000000000..d44c5e3a5aeb --- /dev/null +++ b/cvat-ui/src/components/task-page/jobs-filter-configuration.ts @@ -0,0 +1,94 @@ +// Copyright (C) 2022 Intel Corporation +// +// SPDX-License-Identifier: MIT + +import { Config } from 'react-awesome-query-builder'; + +export const config: Partial = { + fields: { + state: { + label: 'State', + type: 'select', + operators: ['select_any_in', 'select_equals'], // ['select_equals', 'select_not_equals', 'select_any_in', 'select_not_any_in'] + valueSources: ['value'], + fieldSettings: { + listValues: [ + { value: 'new', title: 'new' }, + { value: 'in progress', title: 'in progress' }, + { value: 'rejected', title: 'rejected' }, + { value: 'completed', title: 'completed' }, + ], + }, + }, + stage: { + label: 'Stage', + type: 'select', + operators: ['select_any_in', 'select_equals'], + valueSources: ['value'], + fieldSettings: { + listValues: [ + { value: 'annotation', title: 'annotation' }, + { value: 'validation', title: 'validation' }, + { value: 'acceptance', title: 'acceptance' }, + ], + }, + }, + dimension: { + label: 'Dimension', + type: 'select', + operators: ['select_equals'], + valueSources: ['value'], + fieldSettings: { + listValues: [ + { value: '2d', title: '2D' }, + { value: '3d', title: '3D' }, + ], + }, + }, + assignee: { + label: 'Assignee', + type: 'text', // todo: change to select + valueSources: ['value'], + fieldSettings: { + // useAsyncSearch: true, + // forceAsyncSearch: true, + // async fetch does not work for now in this library for AntdConfig + // but that issue was solved, see https://github.com/ukrbublik/react-awesome-query-builder/issues/616 + // waiting for a new release, alternative is to use material design, but it is not the best option too + // asyncFetch: async (search: string | null) => { + // const users = await core.users.get({ + // limit: 10, + // is_active: true, + // ...(search ? { search } : {}), + // }); + + // return { + // values: users.map((user: any) => ({ + // value: user.username, title: user.username, + // })), + // hasMore: false, + // }; + // }, + }, + }, + updated_date: { + label: 'Last updated', + type: 'datetime', + operators: ['between', 'greater', 'greater_or_equal', 'less', 'less_or_equal'], + }, + id: { + label: 'ID', + type: 'number', + operators: ['equal', 'between', 'greater', 'greater_or_equal', 'less', 'less_or_equal'], + fieldSettings: { min: 0 }, + valueSources: ['value'], + }, + }, +}; + +export const localStorageRecentCapacity = 10; +export const localStorageRecentKeyword = 'recentlyAppliedJobsFilters'; +export const predefinedFilterValues = { + 'Assigned to me': '{"and":[{"==":[{"var":"assignee"},""]}]}', + 'Not completed': '{"!":{"or":[{"==":[{"var":"state"},"completed"]},{"==":[{"var":"stage"},"acceptance"]}]}}', +}; diff --git a/cvat-ui/src/components/task-page/styles.scss b/cvat-ui/src/components/task-page/styles.scss index 487164e9e151..86b68a789076 100644 --- a/cvat-ui/src/components/task-page/styles.scss +++ b/cvat-ui/src/components/task-page/styles.scss @@ -7,7 +7,7 @@ .cvat-task-details-wrapper { overflow-y: auto; - height: 90%; + height: 100%; width: 100%; .cvat-task-details { @@ -103,14 +103,10 @@ .cvat-task-job-list { width: 100%; height: auto; - border: 1px solid $border-color-1; - border-radius: 3px; - margin-top: 20px; - padding: 20px; - background: $background-color-1; + margin-top: $grid-unit-size * 2; - > div:nth-child(1) > div:nth-child(1) { - display: flex; + .cvat-job-item { + margin-bottom: $grid-unit-size; } } @@ -169,3 +165,13 @@ } } } + +.cvat-jobs-list-filters-wrapper { + display: flex; + justify-content: end; + margin-top: $grid-unit-size * 2; + + .cvat-resource-page-filters { + margin-right: $grid-unit-size * 4; + } +} diff --git a/yarn.lock b/yarn.lock index 18636dc1c78d..64aa589afd34 100644 --- a/yarn.lock +++ b/yarn.lock @@ -1738,6 +1738,11 @@ "@types/tough-cookie" "*" parse5 "^7.0.0" +"@types/json-logic-js@^2.0.2": + version "2.0.2" + resolved "https://registry.yarnpkg.com/@types/json-logic-js/-/json-logic-js-2.0.2.tgz#f22ae63b1ff529db77368e78dab196730a2f1527" + integrity sha512-kM5tSI/HWDqlxpYTgISwaU93OdQ+fWzYliYOAn3QaVSCT1S6l0nm8jK2RZXRlD+Sx8s6RYhovZSxookkw6Wk7w== + "@types/json-schema@*", "@types/json-schema@^7.0.5", "@types/json-schema@^7.0.8", "@types/json-schema@^7.0.9": version "7.0.11" resolved "https://registry.yarnpkg.com/@types/json-schema/-/json-schema-7.0.11.tgz#d421b6c527a3037f7c84433fd2c4229e016863d3" @@ -3904,7 +3909,7 @@ custom-error-instance@2.1.1: three "^0.126.1" "cvat-canvas@link:./cvat-canvas": - version "2.16.4" + version "2.16.6" dependencies: "@types/fabric" "^4.5.7" "@types/polylabel" "^1.0.5" @@ -3917,7 +3922,7 @@ custom-error-instance@2.1.1: svg.select.js "3.0.1" "cvat-core@link:./cvat-core": - version "9.0.1" + version "9.1.1" dependencies: "@types/lodash" "^4.14.191" axios "^0.27.2" @@ -6874,7 +6879,7 @@ json-buffer@3.0.0: resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.0.tgz#5b1f397afc75d677bde8bcfc0e47e1f9a3d9a898" integrity sha512-CuUqjv0FUZIdXkHPI8MezCnFCdaTAacej1TZYulLoAg1h/PhwkdXFN4V/gzY4g+fMBCOV2xF+rp7t2XD2ns/NQ== -json-logic-js@^2.0.1: +json-logic-js@^2.0.1, json-logic-js@^2.0.2: version "2.0.2" resolved "https://registry.yarnpkg.com/json-logic-js/-/json-logic-js-2.0.2.tgz#b613e095f5e598cb78f7b9a2bbf638e74cf98158" integrity sha512-ZBtBdMJieqQcH7IX/LaBsr5pX+Y5JIW+EhejtM3Ffg2jdN9Iwf+Ht6TbHnvAZ/YtwyuhPaCBlnvzrwVeWdvGDQ== From 3195f6d056c445eedfe2acf22df791e31c8600f1 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 10:27:36 +0300 Subject: [PATCH 152/257] added type filter --- .../task-page/jobs-filter-configuration.ts | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/cvat-ui/src/components/task-page/jobs-filter-configuration.ts b/cvat-ui/src/components/task-page/jobs-filter-configuration.ts index d44c5e3a5aeb..ab5569df1407 100644 --- a/cvat-ui/src/components/task-page/jobs-filter-configuration.ts +++ b/cvat-ui/src/components/task-page/jobs-filter-configuration.ts @@ -76,6 +76,18 @@ export const config: Partial = { type: 'datetime', operators: ['between', 'greater', 'greater_or_equal', 'less', 'less_or_equal'], }, + type: { + label: 'Type', + type: 'select', + operators: ['select_equals'], + valueSources: ['value'], + fieldSettings: { + listValues: [ + { value: 'annotation', title: 'Annotation' }, + { value: 'ground_truth', title: 'Ground truth' }, + ], + }, + }, id: { label: 'ID', type: 'number', From c8da689a1da89fdf001cd3ca9b0ff7c995566395 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 15:10:38 +0300 Subject: [PATCH 153/257] added colors to conflicts, conflict position --- cvat-canvas/src/typescript/canvasView.ts | 4 ++-- cvat-core/src/quality-conflict.ts | 21 +++++++++++++---- cvat-ui/src/assets/conflict.svg | 13 +++++++++++ .../annotation-page/review/conflict-label.tsx | 23 +++++++++++-------- .../review/conflicts-aggregator.tsx | 7 ++++-- .../annotation-page/review/styles.scss | 18 ++++++++++++++- .../quality/quality-settings-modal.tsx | 1 - cvat-ui/src/cvat-core-wrapper.ts | 3 ++- cvat-ui/src/icons.tsx | 2 ++ 9 files changed, 72 insertions(+), 20 deletions(-) create mode 100644 cvat-ui/src/assets/conflict.svg diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index fc6c73356d49..19b685ada1a4 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -1722,8 +1722,8 @@ export class CanvasViewImpl implements CanvasView, Listener { const shape = this.svgShapes[SShape.clientID]; if (!shape) return []; const box = (shape.node as any).getBBox(); - cx = box.x + (box.x + box.width - box.x) / 2; - cy = box.y + (box.y + box.height - box.y) / 2; + cx = box.x + (box.width) / 2; + cy = box.y; return [cx, cy]; } diff --git a/cvat-core/src/quality-conflict.ts b/cvat-core/src/quality-conflict.ts index adea789f0d04..cf3eb0f88493 100644 --- a/cvat-core/src/quality-conflict.ts +++ b/cvat-core/src/quality-conflict.ts @@ -8,12 +8,18 @@ export enum QualityConflictType { MISSING = 'missing_annotation', } +export enum ConflictImportance { + ERROR = 'error', + WARNING = 'warning', +} + export interface RawQualityConflictData { id?: number; frame?: number; type?: string; annotation_ids?: RawAnnotationConflictData[]; data?: string; + importance?: string; } export interface RawAnnotationConflictData { @@ -21,6 +27,7 @@ export interface RawAnnotationConflictData { obj_id?: number; type?: string; conflict_type?: string; + importance?: string; } export class AnnotationConflict { @@ -28,6 +35,7 @@ export class AnnotationConflict { public readonly objId: number; public readonly type: string; public readonly conflictType: QualityConflictType; + public readonly importance: ConflictImportance; constructor(initialData: RawAnnotationConflictData) { const data: RawAnnotationConflictData = { @@ -35,6 +43,7 @@ export class AnnotationConflict { obj_id: undefined, type: undefined, conflict_type: undefined, + importance: undefined, }; for (const property in data) { @@ -58,6 +67,9 @@ export class AnnotationConflict { conflictType: { get: () => data.conflict_type, }, + importance: { + get: () => data.importance, + }, }), ); } @@ -68,7 +80,7 @@ export default class QualityConflict { public readonly frame: number; public readonly type: QualityConflictType; public readonly annotationConflicts: AnnotationConflict[]; - public readonly data: string; + public readonly importance: ConflictImportance constructor(initialData: RawQualityConflictData) { const data: RawQualityConflictData = { @@ -76,7 +88,7 @@ export default class QualityConflict { frame: undefined, type: undefined, annotation_ids: [], - data: '', + importance: undefined, }; for (const property in data) { @@ -89,6 +101,7 @@ export default class QualityConflict { .map((rawData: RawAnnotationConflictData) => new AnnotationConflict({ ...rawData, conflict_type: data.type, + importance: data.importance, })); Object.defineProperties( @@ -106,8 +119,8 @@ export default class QualityConflict { annotationConflicts: { get: () => data.annotation_ids, }, - data: { - get: () => data.data, + importance: { + get: () => data.importance, }, }), ); diff --git a/cvat-ui/src/assets/conflict.svg b/cvat-ui/src/assets/conflict.svg new file mode 100644 index 000000000000..9ba9c877ef6a --- /dev/null +++ b/cvat-ui/src/assets/conflict.svg @@ -0,0 +1,13 @@ + + + + + + + + diff --git a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx index ef381d2a4e66..fa0d7d1a3244 100644 --- a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx @@ -7,27 +7,28 @@ import React, { } from 'react'; import ReactDOM from 'react-dom'; import Tag from 'antd/lib/tag'; -import { - ExclamationCircleOutlined, -} from '@ant-design/icons'; - +import Icon from '@ant-design/icons'; import CVATTooltip from 'components/common/cvat-tooltip'; +import { ConflictIcon } from 'icons'; +import { ConflictImportance } from 'cvat-core-wrapper'; interface Props { top: number; left: number; angle: number; scale: number; - text: string + text: string; + importance: ConflictImportance; onClick: () => void; } export default function ConflictLabel(props: Props): ReactPortal { const { - top, left, angle, scale, onClick, text, + top, left, angle, scale, onClick, text, importance, } = props; const ref = useRef(null); + const conflictColor = importance === ConflictImportance.ERROR ? 'cvat-conflict-error' : 'cvat-conflict-warning'; const elementID = `cvat-hidden-issue-label-${top}`; return ReactDOM.createPortal( @@ -36,10 +37,14 @@ export default function ConflictLabel(props: Props): ReactPortal { ref={ref} id={elementID} onClick={onClick} - style={{ top, left, transform: `scale(${scale}) rotate(${angle}deg)` }} - className='cvat-conflict-label' + style={{ + top, + left, + transform: `scale(${scale}) rotate(${angle}deg) translateY(-100%) translateX(-50%)`, + }} + className={`cvat-conflict-label ${conflictColor}`} > - + , window.document.getElementById('cvat_canvas_attachment_board') as HTMLElement, diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index 75d87106e3c3..5c61d1a5cfbc 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -51,14 +51,16 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { const [mapping, setMapping] = useState([]); useEffect(() => { setTimeout(() => { - if (geometry && showConflicts) { + if (canvasInstance instanceof Canvas && geometry && showConflicts) { const newMapping = conflicts.map((c: AnnotationConflict) => { const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); if (state && canvasInstance) { const points = canvasInstance.setupConflictsRegions(state); if (points) { + const desc = c.conflictType.split('_').join(' '); return { - description: c.conflictType, + description: desc.charAt(0).toUpperCase() + desc.slice(1), + importance: c.importance, x: points[0], y: points[1], }; @@ -87,6 +89,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { angle={-geometry.angle} scale={1 / geometry.scale} onClick={() => {}} + importance={conflict.importance} />, ); } diff --git a/cvat-ui/src/components/annotation-page/review/styles.scss b/cvat-ui/src/components/annotation-page/review/styles.scss index bb4a9f9cc4dc..234770a0dbf7 100644 --- a/cvat-ui/src/components/annotation-page/review/styles.scss +++ b/cvat-ui/src/components/annotation-page/review/styles.scss @@ -50,13 +50,13 @@ transform-origin: top left; background: none; border: none; + margin: 0; &:hover { opacity: 1; } svg { - fill: red; width: 1.5em; height: 1.5em; } @@ -135,3 +135,19 @@ color: $danger-icon-color; } + +.cvat-conflict-error { + svg { + path:first-child { + fill: #e10602; + } + } +} + +.cvat-conflict-warning { + svg { + path:first-child { + fill: #ff7300; + } + } +} diff --git a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx index 0399c349d9a9..2109f8bd5571 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx @@ -20,7 +20,6 @@ export default function QualitySettingsModal(): JSX.Element | null { const settings = useSelector((state: CombinedState) => state.analytics.quality.settings.current); const [form] = Form.useForm(); - console.log(settings); const dispatch = useDispatch(); const onOk = useCallback(async () => { diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index 94c32446ce1f..1f79d6b55ad7 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -15,7 +15,7 @@ import { SerializedAttribute, SerializedLabel } from 'cvat-core/src/server-respo import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; import QualityReport from 'cvat-core/src/quality-report'; -import QualityConflict, { AnnotationConflict } from 'cvat-core/src/quality-conflict'; +import QualityConflict, { AnnotationConflict, ConflictImportance } from 'cvat-core/src/quality-conflict'; import QualitySettings from 'cvat-core/src/quality-settings'; import { ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, @@ -71,6 +71,7 @@ export { QualityConflict, QualitySettings, AnnotationConflict, + ConflictImportance, }; export type { diff --git a/cvat-ui/src/icons.tsx b/cvat-ui/src/icons.tsx index f499b837aa5b..3aeb81f3a076 100644 --- a/cvat-ui/src/icons.tsx +++ b/cvat-ui/src/icons.tsx @@ -66,6 +66,7 @@ import SVGCheckIcon from './assets/check-icon.svg'; import SVGDurationIcon from './assets/duration-icon.svg'; import SVGFrameCountIcon from './assets/frame-count-icon.svg'; import SVGFramesIcon from './assets/frames-icon.svg'; +import SVGConflictIcon from './assets/conflict.svg'; export const CVATLogo = React.memo((): JSX.Element => ); export const CursorIcon = React.memo((): JSX.Element => ); @@ -128,3 +129,4 @@ export const CheckIcon = React.memo((): JSX.Element => ); export const DurationIcon = React.memo((): JSX.Element => ); export const FrameCountIcon = React.memo((): JSX.Element => ); export const FramesIcon = React.memo((): JSX.Element => ); +export const ConflictIcon = React.memo((): JSX.Element => ); From 1f04dd3a9bfee43128d340784abf4a795bfd2d76 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 15:46:55 +0300 Subject: [PATCH 154/257] moved switch to objects sidebar --- cvat-ui/src/assets/show-gt-icon.svg | 4 +++ .../annotation-page/appearance-block.tsx | 20 -------------- .../objects-side-bar/objects-list-header.tsx | 27 ++++++++++++++++++- .../objects-side-bar/objects-list.tsx | 6 +++++ .../objects-side-bar/styles.scss | 6 +++++ .../objects-side-bar/objects-list.tsx | 20 +++++++++++++- cvat-ui/src/icons.tsx | 2 ++ 7 files changed, 63 insertions(+), 22 deletions(-) create mode 100644 cvat-ui/src/assets/show-gt-icon.svg diff --git a/cvat-ui/src/assets/show-gt-icon.svg b/cvat-ui/src/assets/show-gt-icon.svg new file mode 100644 index 000000000000..b306bf7fae20 --- /dev/null +++ b/cvat-ui/src/assets/show-gt-icon.svg @@ -0,0 +1,4 @@ + + + + diff --git a/cvat-ui/src/components/annotation-page/appearance-block.tsx b/cvat-ui/src/components/annotation-page/appearance-block.tsx index 3e9d13e6d826..58055ace5f1a 100644 --- a/cvat-ui/src/components/annotation-page/appearance-block.tsx +++ b/cvat-ui/src/components/annotation-page/appearance-block.tsx @@ -24,7 +24,6 @@ import { changeShapesOutlinedBorders as changeShapesOutlinedBordersAction, changeShowBitmap as changeShowBitmapAction, changeShowProjections as changeShowProjectionsAction, - changeShowGroundTruth as changeShowGroundTruthAction, } from 'actions/settings-actions'; interface StateToProps { @@ -36,7 +35,6 @@ interface StateToProps { outlineColor: string; showBitmap: boolean; showProjections: boolean; - showGroundTruth: boolean; workspace: Workspace; jobInstance: any; } @@ -45,7 +43,6 @@ interface DispatchToProps { collapseAppearance(): void; changeShapesColorBy(event: RadioChangeEvent): void; changeShapesOpacity(value: number): void; - changeShowGroundTruth(event: CheckboxChangeEvent): void; changeSelectedShapesOpacity(value: number): void; changeShapesOutlinedBorders(outlined: boolean, color: string): void; changeShowBitmap(event: CheckboxChangeEvent): void; @@ -62,7 +59,6 @@ function mapStateToProps(state: CombinedState): StateToProps { settings: { shapes: { colorBy, opacity, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, - showGroundTruth, }, }, } = state; @@ -76,7 +72,6 @@ function mapStateToProps(state: CombinedState): StateToProps { outlineColor, showBitmap, showProjections, - showGroundTruth, workspace, jobInstance, }; @@ -90,9 +85,6 @@ function mapDispatchToProps(dispatch: Dispatch): DispatchToProps { changeShapesColorBy(event: RadioChangeEvent): void { dispatch(changeShapesColorByAction(event.target.value)); }, - changeShowGroundTruth(event: CheckboxChangeEvent): void { - dispatch(changeShowGroundTruthAction(event.target.checked)); - }, changeShapesOpacity(value: number): void { dispatch(changeShapesOpacityAction(value)); }, @@ -123,11 +115,8 @@ function AppearanceBlock(props: Props): JSX.Element { outlineColor, showBitmap, showProjections, - showGroundTruth, - workspace, collapseAppearance, changeShapesColorBy, - changeShowGroundTruth, changeShapesOpacity, changeSelectedShapesOpacity, changeShapesOutlinedBorders, @@ -216,15 +205,6 @@ function AppearanceBlock(props: Props): JSX.Element { Show projections )} - {is2D && workspace === Workspace.REVIEW_WORKSPACE && ( - - Show ground truth annotations - - )} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx index 57ffe6c59ceb..aca78579b57c 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx @@ -3,7 +3,7 @@ // SPDX-License-Identifier: MIT import React from 'react'; -import { +import Icon, { CaretDownOutlined, CaretUpFilled, EyeInvisibleFilled, @@ -16,6 +16,7 @@ import { Col, Row } from 'antd/lib/grid'; import StatesOrderingSelector from 'components/annotation-page/standard-workspace/objects-side-bar/states-ordering-selector'; import CVATTooltip from 'components/common/cvat-tooltip'; import { StatesOrdering } from 'reducers'; +import { ShowGroundTruthIcon } from 'icons'; interface Props { readonly: boolean; @@ -25,6 +26,7 @@ interface Props { statesOrdering: StatesOrdering; switchLockAllShortcut: string; switchHiddenAllShortcut: string; + showGroundTruth: boolean; changeStatesOrdering(value: StatesOrdering): void; lockAllStates(): void; unlockAllStates(): void; @@ -32,6 +34,7 @@ interface Props { expandAllStates(): void; hideAllStates(): void; showAllStates(): void; + changeShowGroundTruth(): void; } function LockAllSwitcher(props: Props): JSX.Element { @@ -64,6 +67,25 @@ function HideAllSwitcher(props: Props): JSX.Element { ); } +function GTSwitcher(props: Props): JSX.Element { + const { + showGroundTruth, changeShowGroundTruth, + } = props; + return ( + + + + + + ); +} + function CollapseAllSwitcher(props: Props): JSX.Element { const { statesCollapsed, expandAllStates, collapseAllStates } = props; return ( @@ -91,6 +113,9 @@ function ObjectListHeader(props: Props): JSX.Element { )} + {readonly && ( + + )} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx index 2b27a07c0318..be0b007cdd25 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx @@ -22,6 +22,7 @@ interface Props { objectStates: any[]; switchLockAllShortcut: string; switchHiddenAllShortcut: string; + showGroundTruth: boolean; changeStatesOrdering(value: StatesOrdering): void; lockAllStates(): void; unlockAllStates(): void; @@ -29,6 +30,7 @@ interface Props { expandAllStates(): void; hideAllStates(): void; showAllStates(): void; + changeShowGroundTruth(): void; } function ObjectListComponent(props: Props): JSX.Element { @@ -42,6 +44,7 @@ function ObjectListComponent(props: Props): JSX.Element { objectStates, switchLockAllShortcut, switchHiddenAllShortcut, + showGroundTruth, changeStatesOrdering, lockAllStates, unlockAllStates, @@ -49,6 +52,7 @@ function ObjectListComponent(props: Props): JSX.Element { expandAllStates, hideAllStates, showAllStates, + changeShowGroundTruth, } = props; let latestZOrder: number | null = null; @@ -62,6 +66,7 @@ function ObjectListComponent(props: Props): JSX.Element { statesOrdering={statesOrdering} switchLockAllShortcut={switchLockAllShortcut} switchHiddenAllShortcut={switchHiddenAllShortcut} + showGroundTruth={showGroundTruth} changeStatesOrdering={changeStatesOrdering} lockAllStates={lockAllStates} unlockAllStates={unlockAllStates} @@ -69,6 +74,7 @@ function ObjectListComponent(props: Props): JSX.Element { expandAllStates={expandAllStates} hideAllStates={hideAllStates} showAllStates={showAllStates} + changeShowGroundTruth={changeShowGroundTruth} />
{sortedStatesID.map( diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index e6b1b8fff311..22ca6bfdfea8 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -449,3 +449,9 @@ border: 2px dashed $object-item-border-color; padding: 0; } + +.cvat-objects-sidebar-show-ground-truth-active { + path { + fill: #1890ff; + } +} diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx index 67eef67f8473..4003ad33e7b0 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx @@ -19,6 +19,9 @@ import { switchPropagateVisibility as switchPropagateVisibilityAction, removeObject as removeObjectAction, } from 'actions/annotation-actions'; +import { + changeShowGroundTruth as changeShowGroundTruthAction, +} from 'actions/settings-actions'; import isAbleToChangeFrame from 'utils/is-able-to-change-frame'; import { CombinedState, StatesOrdering, ObjectType, ColorBy, @@ -46,6 +49,7 @@ interface StateToProps { maxZLayer: number; keyMap: KeyMap; normalizedKeyMap: Record; + showGroundTruth: boolean; } interface DispatchToProps { @@ -56,6 +60,7 @@ interface DispatchToProps { switchPropagateVisibility: (visible: boolean) => void; changeFrame(frame: number): void; changeGroupColor(group: number, color: string): void; + changeShowGroundTruth(value: boolean): void; } function mapStateToProps(state: CombinedState): StateToProps { @@ -78,7 +83,7 @@ function mapStateToProps(state: CombinedState): StateToProps { colors, }, settings: { - shapes: { colorBy }, + shapes: { colorBy, showGroundTruth }, }, shortcuts: { keyMap, normalizedKeyMap }, } = state; @@ -119,6 +124,7 @@ function mapStateToProps(state: CombinedState): StateToProps { maxZLayer, keyMap, normalizedKeyMap, + showGroundTruth, }; } @@ -145,6 +151,9 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { changeGroupColor(group: number, color: string): void { dispatch(changeGroupColorAsync(group, color)); }, + changeShowGroundTruth(value: boolean): void { + dispatch(changeShowGroundTruthAction(value)); + }, }; } @@ -233,6 +242,12 @@ class ObjectsListContainer extends React.PureComponent { this.hideAllStates(false); }; + private changeShowGroundTruth = (): void => { + const { showGroundTruth, changeShowGroundTruth } = this.props; + + changeShowGroundTruth(!showGroundTruth); + }; + private lockAllStates(locked: boolean): void { const { objectStates, updateAnnotations, readonly } = this.props; @@ -277,6 +292,7 @@ class ObjectsListContainer extends React.PureComponent { colorBy, readonly, statesCollapsedAll, + showGroundTruth, updateAnnotations, changeGroupColor, removeObject, @@ -484,6 +500,7 @@ class ObjectsListContainer extends React.PureComponent { readonly={readonly || false} statesOrdering={statesOrdering} sortedStatesID={sortedStatesID} + showGroundTruth={showGroundTruth} objectStates={objectStates} switchHiddenAllShortcut={normalizedKeyMap.SWITCH_ALL_HIDDEN} switchLockAllShortcut={normalizedKeyMap.SWITCH_ALL_LOCK} @@ -494,6 +511,7 @@ class ObjectsListContainer extends React.PureComponent { expandAllStates={this.onExpandAllStates} hideAllStates={this.onHideAllStates} showAllStates={this.onShowAllStates} + changeShowGroundTruth={this.changeShowGroundTruth} /> ); diff --git a/cvat-ui/src/icons.tsx b/cvat-ui/src/icons.tsx index 3aeb81f3a076..fc515157b8f8 100644 --- a/cvat-ui/src/icons.tsx +++ b/cvat-ui/src/icons.tsx @@ -67,6 +67,7 @@ import SVGDurationIcon from './assets/duration-icon.svg'; import SVGFrameCountIcon from './assets/frame-count-icon.svg'; import SVGFramesIcon from './assets/frames-icon.svg'; import SVGConflictIcon from './assets/conflict.svg'; +import SVGShowGroundTruthIcon from './assets/show-gt-icon.svg'; export const CVATLogo = React.memo((): JSX.Element => ); export const CursorIcon = React.memo((): JSX.Element => ); @@ -130,3 +131,4 @@ export const DurationIcon = React.memo((): JSX.Element => ); export const FrameCountIcon = React.memo((): JSX.Element => ); export const FramesIcon = React.memo((): JSX.Element => ); export const ConflictIcon = React.memo((): JSX.Element => ); +export const ShowGroundTruthIcon = React.memo((): JSX.Element => ); From 20f15b1080c45a6be2f00e3cb7c626f1c9a00eee Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 16:18:31 +0300 Subject: [PATCH 155/257] refactored issues view --- cvat-core/src/quality-conflict.ts | 7 ++++++ .../views/canvas2d/canvas-context-menu.tsx | 2 +- .../canvas/views/canvas2d/canvas-wrapper.tsx | 2 +- .../review/conflicts-aggregator.tsx | 3 +-- .../objects-side-bar/issues-list.tsx | 23 ++++++++++++------- .../objects-side-bar/styles.scss | 16 +++++++++---- 6 files changed, 36 insertions(+), 17 deletions(-) diff --git a/cvat-core/src/quality-conflict.ts b/cvat-core/src/quality-conflict.ts index cf3eb0f88493..4279835ba34d 100644 --- a/cvat-core/src/quality-conflict.ts +++ b/cvat-core/src/quality-conflict.ts @@ -36,6 +36,7 @@ export class AnnotationConflict { public readonly type: string; public readonly conflictType: QualityConflictType; public readonly importance: ConflictImportance; + public readonly description: string; constructor(initialData: RawAnnotationConflictData) { const data: RawAnnotationConflictData = { @@ -70,6 +71,12 @@ export class AnnotationConflict { importance: { get: () => data.importance, }, + description: { + get: () => { + const desc = this.conflictType.split('_').join(' '); + return desc.charAt(0).toUpperCase() + desc.slice(1); + }, + }, }), ); } diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx index 5c2cf8acf3f9..434cc8215100 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx @@ -58,7 +58,7 @@ function ReviewContextMenu({ className='cvat-context-menu-item cvat-quick-issue-from-conflict' key={ReviewContextMenuKeys.QUICK_ISSUE_FROM_CONFLICT} > - {`Open an issue: ${conflict.description}`} + {`Quick issue: ${conflict.description}`} ) : null} diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index 1146ceb27112..51ed2231fbc0 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -898,7 +898,7 @@ class CanvasWrapperComponent extends React.PureComponent { (c: AnnotationConflict) => c.objId === objectState.serverID && c.jobId === objectState.jobID, ); if (conflict && workspace === Workspace.REVIEW_WORKSPACE) { - objectState.conflict = { description: conflict.conflictType }; + objectState.conflict = { description: conflict.description }; } else { objectState.conflict = null; } diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index 5c61d1a5cfbc..a6656c97906f 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -57,9 +57,8 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { if (state && canvasInstance) { const points = canvasInstance.setupConflictsRegions(state); if (points) { - const desc = c.conflictType.split('_').join(' '); return { - description: desc.charAt(0).toUpperCase() + desc.slice(1), + description: c.description, importance: c.importance, x: points[0], y: points[1], diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index 295ae3c5dad0..779868ebb421 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -8,13 +8,14 @@ import { LeftOutlined, RightOutlined, EyeInvisibleFilled, EyeOutlined, CheckCircleFilled, CheckCircleOutlined, } from '@ant-design/icons'; -import Alert from 'antd/lib/alert'; import { Row, Col } from 'antd/lib/grid'; +import Text from 'antd/lib/typography/Text'; import { changeFrameAsync } from 'actions/annotation-actions'; import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; +import moment from 'moment'; export default function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); @@ -47,7 +48,7 @@ export default function LabelsListComponent(): JSX.Element { opacity: 0.5, }, }; - + console.log(frameIssues); return ( <>
@@ -101,7 +102,9 @@ export default function LabelsListComponent(): JSX.Element {
{ const element = window.document.getElementById( `cvat_canvas_issue_region_${frameIssue.id}`, @@ -119,11 +122,15 @@ export default function LabelsListComponent(): JSX.Element { } }} > - {frameIssue.resolved ? ( - - ) : ( - - )} + + {`#${frameIssue.id} • Issue`} + + + {frameIssue.comments[0]?.message ? frameIssue.comments[0]?.message : ''} + + + {moment(frameIssue.createdDate).fromNow()} +
), )} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index 22ca6bfdfea8..0538a1d6f5bb 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -112,13 +112,11 @@ width: 100%; margin: 1px; padding: 2px; + border-left: 3px solid #ff7300; + border-bottom: 1px solid $border-color-1; &:hover { - padding: 0; - - > .ant-alert { - border-width: 3px; - } + border-left: 4px solid #ff7300; } > .ant-alert.ant-alert-with-description { @@ -126,6 +124,14 @@ } } +.cvat-objects-sidebar-issue-resolved { + border-left: 3px solid $border-color-1; + + &:hover { + border-left: 4px solid $border-color-1; + } +} + .cvat-objects-sidebar-states-header { background: $objects-bar-tabs-color; padding: 5px; From 3d6340a7c50300c4bafa9f47e9a99b1a27b56948 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 16:22:07 +0300 Subject: [PATCH 156/257] changed tasks breakpoints --- cvat-ui/src/components/task-page/task-page.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-ui/src/components/task-page/task-page.tsx b/cvat-ui/src/components/task-page/task-page.tsx index 752029dc0ef7..5a5138b81180 100644 --- a/cvat-ui/src/components/task-page/task-page.tsx +++ b/cvat-ui/src/components/task-page/task-page.tsx @@ -140,7 +140,7 @@ function TaskPageComponent(): JSX.Element { align='top' className='cvat-task-details-wrapper' > -
+ From 31860012e87d4aaf88094828a58ea1c8ebd6408a Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 16:28:18 +0300 Subject: [PATCH 157/257] improved issue first comment --- .../standard-workspace/objects-side-bar/issues-list.tsx | 8 ++++++-- .../standard-workspace/objects-side-bar/styles.scss | 6 +++++- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index 779868ebb421..16a25e9ae9cf 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -16,6 +16,7 @@ import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; import moment from 'moment'; +import Paragraph from 'antd/lib/typography/Paragraph'; export default function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); @@ -48,7 +49,7 @@ export default function LabelsListComponent(): JSX.Element { opacity: 0.5, }, }; - console.log(frameIssues); + return ( <>
@@ -126,7 +127,10 @@ export default function LabelsListComponent(): JSX.Element { {`#${frameIssue.id} • Issue`} - {frameIssue.comments[0]?.message ? frameIssue.comments[0]?.message : ''} + + {frameIssue.comments[0]?.message ? frameIssue.comments[0]?.message : ''} + + {moment(frameIssue.createdDate).fromNow()} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index 0538a1d6f5bb..b4d36594c6a1 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -111,7 +111,7 @@ .cvat-objects-sidebar-issue-item { width: 100%; margin: 1px; - padding: 2px; + padding: $grid-unit-size; border-left: 3px solid #ff7300; border-bottom: 1px solid $border-color-1; @@ -122,6 +122,10 @@ > .ant-alert.ant-alert-with-description { padding: $grid-unit-size $grid-unit-size $grid-unit-size $grid-unit-size * 8; } + + p { + margin-bottom: 0; + } } .cvat-objects-sidebar-issue-resolved { From 66be4d0c9ef4ce4bc40430276f9e038d0143e904 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 20:29:04 +0300 Subject: [PATCH 158/257] added conflicts to sidebar --- cvat-core/src/quality-conflict.ts | 9 ++++- .../objects-side-bar/issues-list.tsx | 33 ++++++++++++++++++- .../objects-side-bar/styles.scss | 20 +++++++++++ 3 files changed, 60 insertions(+), 2 deletions(-) diff --git a/cvat-core/src/quality-conflict.ts b/cvat-core/src/quality-conflict.ts index 4279835ba34d..39a5a8bb93de 100644 --- a/cvat-core/src/quality-conflict.ts +++ b/cvat-core/src/quality-conflict.ts @@ -87,7 +87,8 @@ export default class QualityConflict { public readonly frame: number; public readonly type: QualityConflictType; public readonly annotationConflicts: AnnotationConflict[]; - public readonly importance: ConflictImportance + public readonly importance: ConflictImportance; + public readonly description: string; constructor(initialData: RawQualityConflictData) { const data: RawQualityConflictData = { @@ -129,6 +130,12 @@ export default class QualityConflict { importance: { get: () => data.importance, }, + description: { + get: () => { + const desc = this.type.split('_').join(' '); + return desc.charAt(0).toUpperCase() + desc.slice(1); + }, + }, }), ); } diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index 16a25e9ae9cf..b318aa8e474b 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -17,15 +17,24 @@ import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; import moment from 'moment'; import Paragraph from 'antd/lib/typography/Paragraph'; +import { ConflictImportance, QualityConflict } from 'cvat-core-wrapper'; export default function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); const frame = useSelector((state: CombinedState): number => state.annotation.player.frame.number); const frameIssues = useSelector((state: CombinedState): any[] => state.review.frameIssues); + const frameConflicts = useSelector((state: CombinedState) => state.review.frameConflicts); + const showGroundTruth = useSelector((state: CombinedState) => state.settings.shapes.showGroundTruth); const issues = useSelector((state: CombinedState): any[] => state.review.issues); + const conflicts = useSelector((state: CombinedState) => state.review.conflicts); const issuesHidden = useSelector((state: CombinedState): any => state.review.issuesHidden); const issuesResolvedHidden = useSelector((state: CombinedState): any => state.review.issuesResolvedHidden); - const frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); + let frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); + if (showGroundTruth) { + const conflictFrames = conflicts + .map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); + frames = [...new Set([...frames, ...conflictFrames])]; + } const nearestLeft = frames.filter((_frame: number): boolean => _frame < frame).reverse()[0]; const dynamicLeftProps: any = Number.isInteger(nearestLeft) ? { @@ -138,6 +147,28 @@ export default function LabelsListComponent(): JSX.Element {
), )} + {showGroundTruth && frameConflicts.map( + (frameConflict: QualityConflict): JSX.Element => ( +
+ + {`#${frameConflict.id} • Conflict`} + + + + {frameConflict.description} + + + +
+ ), + )} ); diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index b4d36594c6a1..f149a021e285 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -128,6 +128,26 @@ } } +.cvat-objects-sidebar-conflict-item { + width: 100%; + margin: 1px; + padding: $grid-unit-size; + border-left: 3px solid #e10602; + border-bottom: 1px solid $border-color-1; + + &:hover { + border-left: 4px solid #e10602; + } + + p { + margin-bottom: 0; + } +} + +.cvat-objects-sidebar-warning-item { + @extend .cvat-objects-sidebar-issue-item; +} + .cvat-objects-sidebar-issue-resolved { border-left: 3px solid $border-color-1; From e96889eab1193a30c78fc532a0cb5b2edd069b11 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 21:16:15 +0300 Subject: [PATCH 159/257] added highlight feature --- cvat-canvas/src/scss/canvas.scss | 5 ++ cvat-canvas/src/typescript/canvasView.ts | 50 +++++++++---------- cvat-core/src/object-state.ts | 5 +- .../canvas/views/canvas2d/canvas-wrapper.tsx | 16 +++--- 4 files changed, 39 insertions(+), 37 deletions(-) diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 7db7dbe4174d..034f1f14d543 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -389,3 +389,8 @@ g.cvat_canvas_shape_occluded { stroke: #09c; } } + +.cvat_canvas_shape_darken { + fill: #838383; + stroke: #838383; +} diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 19b685ada1a4..f61514ac0a72 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -2206,6 +2206,11 @@ export class CanvasViewImpl implements CanvasView, Listener { this.deleteText(clientID); } + for (const [key, otherShape] of Object.entries(this.svgShapes)) { + otherShape.removeClass('cvat_canvas_shape_darken'); + otherShape.removeClass('cvat_canvas_conflicted'); + } + this.sortObjects(); this.activeElement = { @@ -2237,7 +2242,6 @@ export class CanvasViewImpl implements CanvasView, Listener { private activateShape(clientID: number): void { const [state] = this.controller.objects.filter((_state: any): boolean => _state.clientID === clientID); - if (state && state.shapeType === 'points') { this.svgShapes[clientID] .remember('_selectHandler') @@ -2249,6 +2253,26 @@ export class CanvasViewImpl implements CanvasView, Listener { } const shape = this.svgShapes[clientID]; + if (this.configuration.showConflicts && state.conflict) { + const conflictedStates = state.conflict.annotationConflicts.map((annotationConflict) => { + const [conflictedState] = this.controller.objects.filter( + (_state: any): boolean => _state.serverID === annotationConflict.objId, + ); + return conflictedState; + }); + + let conflictedIDs = conflictedStates.map((_state) => ( + [_state.clientID, ..._state.elements.map((element) => element.clientID)] + )); + conflictedIDs = conflictedIDs.flat(); + for (const [key, otherShape] of Object.entries(this.svgShapes)) { + if (!conflictedIDs.includes(+key)) { + otherShape.addClass('cvat_canvas_shape_darken'); + } else { + otherShape.addClass('cvat_canvas_conflicted'); + } + } + } let text = this.svgTexts[clientID]; if (!text) { text = this.addText(state); @@ -2727,10 +2751,6 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - rect.addClass('cvat_canvas_conflicted'); - } - return rect; } @@ -2759,10 +2779,6 @@ export class CanvasViewImpl implements CanvasView, Listener { polygon.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - polygon.addClass('cvat_canvas_conflicted'); - } - return polygon; } @@ -2791,10 +2807,6 @@ export class CanvasViewImpl implements CanvasView, Listener { polyline.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - polyline.addClass('cvat_canvas_conflicted'); - } - return polyline; } @@ -2824,10 +2836,6 @@ export class CanvasViewImpl implements CanvasView, Listener { cube.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - cube.addClass('cvat_canvas_conflicted'); - } - return cube; } @@ -3406,10 +3414,6 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - rect.addClass('cvat_canvas_conflicted'); - } - return rect; } @@ -3440,10 +3444,6 @@ export class CanvasViewImpl implements CanvasView, Listener { group.addClass('cvat_canvas_ground_truth'); } - if (state.conflict && this.configuration.showConflicts) { - group.addClass('cvat_canvas_conflicted'); - } - shape.remove = (): SVG.PolyLine => { this.selectize(false, shape); shape.constructor.prototype.remove.call(shape); diff --git a/cvat-core/src/object-state.ts b/cvat-core/src/object-state.ts index b14876e1a0a0..420c983c2461 100644 --- a/cvat-core/src/object-state.ts +++ b/cvat-core/src/object-state.ts @@ -1,5 +1,5 @@ // Copyright (C) 2019-2022 Intel Corporation -// Copyright (C) 2022 CVAT.ai Corporation +// Copyright (C) 2022-2023 CVAT.ai Corporation // // SPDX-License-Identifier: MIT @@ -8,6 +8,7 @@ import PluginRegistry from './plugins'; import { ArgumentError } from './exceptions'; import { Label } from './labels'; import { isEnum } from './common'; +import QualityConflict from './quality-conflict'; interface UpdateFlags { label: boolean; @@ -84,7 +85,7 @@ export default class ObjectState { public readonly updated: number; public readonly group: { color: string; id: number; } | null; public readonly isGroundTruth: boolean; - public conflict: { description: string } | null; + public conflict: QualityConflict | null; public readonly keyframes: { first: number | null; prev: number | null; diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index 51ed2231fbc0..f12305964772 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -887,18 +887,14 @@ class CanvasWrapperComponent extends React.PureComponent { if (frameData !== null && canvasInstance) { const filteredAnnotations = annotations.filter((e) => e.objectType !== ObjectType.TAG); const shownAnnotations = filteredAnnotations.filter((e) => !e.jobID || statesSources.includes(e.jobID)); - const annotatationConflicts = conflicts.reduce( - (acc, qualityConflict: QualityConflict) => { - acc.push(qualityConflict.annotationConflicts[0]); - return acc; - }, [], - ); filteredAnnotations.forEach((objectState: ObjectState) => { - const conflict = annotatationConflicts.find( - (c: AnnotationConflict) => c.objId === objectState.serverID && c.jobId === objectState.jobID, - ); + const conflict = conflicts.find((qualityConflict: QualityConflict) => ( + qualityConflict.annotationConflicts.some( + (annotationConflict: AnnotationConflict) => (annotationConflict.objId === objectState.serverID), + ) + )); if (conflict && workspace === Workspace.REVIEW_WORKSPACE) { - objectState.conflict = { description: conflict.description }; + objectState.conflict = conflict; } else { objectState.conflict = null; } From 8a4a8dcef29ad82288f281eb98f87ed3ab03832c Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 21:30:50 +0300 Subject: [PATCH 160/257] activate object from conflict --- .../standard-workspace/objects-side-bar/issues-list.tsx | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index b318aa8e474b..7176d27d3bf6 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -11,7 +11,7 @@ import { import { Row, Col } from 'antd/lib/grid'; import Text from 'antd/lib/typography/Text'; -import { changeFrameAsync } from 'actions/annotation-actions'; +import { activateObject, changeFrameAsync } from 'actions/annotation-actions'; import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; import { CombinedState } from 'reducers'; @@ -29,6 +29,7 @@ export default function LabelsListComponent(): JSX.Element { const conflicts = useSelector((state: CombinedState) => state.review.conflicts); const issuesHidden = useSelector((state: CombinedState): any => state.review.issuesHidden); const issuesResolvedHidden = useSelector((state: CombinedState): any => state.review.issuesResolvedHidden); + const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); let frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); if (showGroundTruth) { const conflictFrames = conflicts @@ -156,6 +157,11 @@ export default function LabelsListComponent(): JSX.Element { `${frameConflict.importance === ConflictImportance.WARNING ? 'cvat-objects-sidebar-warning-item' : 'cvat-objects-sidebar-conflict-item'}` } + onMouseEnter={() => { + const serverID = frameConflict.annotationConflicts[0].objId; + const objectState = objectStates.find((state) => state.serverID === serverID); + dispatch(activateObject(objectState.clientID, null, null)); + }} > {`#${frameConflict.id} • Conflict`} From 99bb87c59d88f9d1f6f86dae472e922700d32950 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 21:45:18 +0300 Subject: [PATCH 161/257] make inactive conflicts darker --- .../components/annotation-page/review/conflict-label.tsx | 6 ++++-- .../annotation-page/review/conflicts-aggregator.tsx | 3 +++ cvat-ui/src/components/annotation-page/review/styles.scss | 8 ++++++++ .../standard-workspace/objects-side-bar/issues-list.tsx | 1 + 4 files changed, 16 insertions(+), 2 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx index fa0d7d1a3244..3692ebf01b80 100644 --- a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx @@ -18,17 +18,19 @@ interface Props { angle: number; scale: number; text: string; + darken: boolean; importance: ConflictImportance; onClick: () => void; } export default function ConflictLabel(props: Props): ReactPortal { const { - top, left, angle, scale, onClick, text, importance, + top, left, angle, scale, onClick, text, importance, darken, } = props; const ref = useRef(null); const conflictColor = importance === ConflictImportance.ERROR ? 'cvat-conflict-error' : 'cvat-conflict-warning'; + const darkenColor = darken ? 'cvat-conflict-darken' : ''; const elementID = `cvat-hidden-issue-label-${top}`; return ReactDOM.createPortal( @@ -42,7 +44,7 @@ export default function ConflictLabel(props: Props): ReactPortal { left, transform: `scale(${scale}) rotate(${angle}deg) translateY(-100%) translateX(-50%)`, }} - className={`cvat-conflict-label ${conflictColor}`} + className={`cvat-conflict-label ${conflictColor} ${darkenColor}`} > diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index a6656c97906f..f21b0ec0c88d 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -15,6 +15,7 @@ import ConflictLabel from './conflict-label'; export default function ConflictAggregatorComponent(): JSX.Element | null { const qualityConflicts = useSelector((state: CombinedState) => state.review.conflicts); const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); + const activatedStateID = useSelector((state: CombinedState) => state.annotation.annotations.activatedStateID); const currentFrame = useSelector((state: CombinedState) => state.annotation.player.frame.number); const showConflicts = useSelector((state: CombinedState) => state.settings.shapes.showGroundTruth); const frameQualityConflicts = qualityConflicts.filter( @@ -62,6 +63,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { importance: c.importance, x: points[0], y: points[1], + clientID: state.clientID, }; } } @@ -89,6 +91,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { scale={1 / geometry.scale} onClick={() => {}} importance={conflict.importance} + darken={!!activatedStateID && (conflict.clientID !== activatedStateID)} />, ); } diff --git a/cvat-ui/src/components/annotation-page/review/styles.scss b/cvat-ui/src/components/annotation-page/review/styles.scss index 234770a0dbf7..aa815af9064c 100644 --- a/cvat-ui/src/components/annotation-page/review/styles.scss +++ b/cvat-ui/src/components/annotation-page/review/styles.scss @@ -151,3 +151,11 @@ } } } + +.cvat-conflict-darken { + svg { + path:first-child { + fill: #838383; + } + } +} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index 7176d27d3bf6..456574ec4244 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -123,6 +123,7 @@ export default function LabelsListComponent(): JSX.Element { if (element) { element.setAttribute('fill', 'url(#cvat_issue_region_pattern_2)'); } + dispatch(activateObject(null, null, null)); }} onMouseLeave={() => { const element = window.document.getElementById( From 56be78f04d548989d06cf3bf121b2d157b2a0d50 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 21:52:36 +0300 Subject: [PATCH 162/257] fixed show gt annotations position --- .../objects-side-bar/objects-list-header.tsx | 14 ++++++++------ .../objects-side-bar/styles.scss | 4 ++++ 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx index aca78579b57c..3ab3e3529f56 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list-header.tsx @@ -72,7 +72,7 @@ function GTSwitcher(props: Props): JSX.Element { showGroundTruth, changeShowGroundTruth, } = props; return ( - + + {statesCollapsed ? ( @@ -113,10 +113,12 @@ function ObjectListHeader(props: Props): JSX.Element { )} - {readonly && ( - - )} - + + {readonly && ( + + )} + + diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index f149a021e285..8545a73d973c 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -181,6 +181,10 @@ } } } + + .cvat-objects-sidebar-show-ground-truth { + margin-right: $grid-unit-size; + } } .cvat-objects-sidebar-states-list { From 8e16eeba7962cebbdeaa3cf32ec33872c7a69a44 Mon Sep 17 00:00:00 2001 From: klakhov Date: Sun, 21 May 2023 22:33:21 +0300 Subject: [PATCH 163/257] fixed scaling problem --- .../review/conflicts-aggregator.tsx | 48 +++++++++---------- .../review/issues-aggregator.tsx | 4 +- .../quality/mean-quality.tsx | 37 ++++++++------ 3 files changed, 49 insertions(+), 40 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index f21b0ec0c88d..612a3a1dd0a8 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -26,6 +26,8 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { const canvasInstance = useSelector((state: CombinedState) => state.annotation.canvas.instance); const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); const [geometry, setGeometry] = useState(null); + const ready = useSelector((state: CombinedState) => state.annotation.canvas.ready); + const conflictLabels: JSX.Element[] = []; useEffect(() => { if (canvasInstance instanceof Canvas) { @@ -48,33 +50,31 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { } return () => {}; - }, [canvasInstance]); + }, [canvasInstance, ready]); const [mapping, setMapping] = useState([]); useEffect(() => { - setTimeout(() => { - if (canvasInstance instanceof Canvas && geometry && showConflicts) { - const newMapping = conflicts.map((c: AnnotationConflict) => { - const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); - if (state && canvasInstance) { - const points = canvasInstance.setupConflictsRegions(state); - if (points) { - return { - description: c.description, - importance: c.importance, - x: points[0], - y: points[1], - clientID: state.clientID, - }; - } + if (canvasInstance instanceof Canvas && geometry && showConflicts) { + const newMapping = conflicts.map((c: AnnotationConflict) => { + const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); + if (state && canvasInstance) { + const points = canvasInstance.setupConflictsRegions(state); + if (points) { + return { + description: c.description, + importance: c.importance, + x: points[0], + y: points[1], + clientID: state.clientID, + }; } - return []; - }).filter((el) => !Array.isArray(el)); - setMapping(newMapping); - } else { - setMapping([]); - } - }); - }, [geometry, objectStates, showConflicts, currentFrame]); + } + return []; + }).filter((el) => !Array.isArray(el)); + setMapping(newMapping); + } else { + setMapping([]); + } + }, [geometry, objectStates, showConflicts, currentFrame, canvasInstance, ready]); if (!(canvasInstance instanceof Canvas) || !canvasIsReady || !geometry) { return null; diff --git a/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx index 860ae9e21b44..f48bffef29d3 100644 --- a/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx @@ -25,7 +25,9 @@ export default function IssueAggregatorComponent(): JSX.Element | null { const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); const newIssuePosition = useSelector((state: CombinedState): number[] | null => state.review.newIssuePosition); const issueFetching = useSelector((state: CombinedState): number | null => state.review.fetching.issueId); + const ready = useSelector((state: CombinedState) => state.annotation.canvas.ready); const [geometry, setGeometry] = useState(null); + const issueLabels: JSX.Element[] = []; const issueDialogs: JSX.Element[] = []; @@ -50,7 +52,7 @@ export default function IssueAggregatorComponent(): JSX.Element | null { } return () => {}; - }, [canvasInstance]); + }, [canvasInstance, ready]); useEffect(() => { if (canvasInstance instanceof Canvas) { diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index c04c2c79837c..928b54b4a906 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -61,21 +61,28 @@ function MeanQuality(props: Props): JSX.Element { const dowloadReportButton = (
- - dispatch(analyticsActions.switchQualitySettingsVisible(true))} - /> -
- {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} -
+ { + taskReport?.id ? ( + <> + + dispatch(analyticsActions.switchQualitySettingsVisible(true))} + /> +
+ {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} +
+ + ) : null + } +
); From 6476cf42d8da4ed3e07ad59cdb9cc605c9725bb3 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 22 May 2023 10:24:27 +0300 Subject: [PATCH 164/257] added icon to issue sidebar --- .../annotation-page/review/conflict-label.tsx | 2 -- .../annotation-page/review/styles.scss | 2 +- .../objects-side-bar/issues-list.tsx | 20 +++++++++++++++++-- cvat-ui/src/components/job-item/job-item.tsx | 18 ++++++++++------- .../quality/mean-quality.tsx | 1 - 5 files changed, 30 insertions(+), 13 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx index 3692ebf01b80..059d315d2e81 100644 --- a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx @@ -32,12 +32,10 @@ export default function ConflictLabel(props: Props): ReactPortal { const conflictColor = importance === ConflictImportance.ERROR ? 'cvat-conflict-error' : 'cvat-conflict-warning'; const darkenColor = darken ? 'cvat-conflict-darken' : ''; - const elementID = `cvat-hidden-issue-label-${top}`; return ReactDOM.createPortal( + + + dispatch(changeShowGroundTruth(!showGroundTruth))} + /> + +
@@ -165,7 +178,10 @@ export default function LabelsListComponent(): JSX.Element { }} > - {`#${frameConflict.id} • Conflict`} + + {`#${frameConflict.id} • ${frameConflict.importance === ConflictImportance.WARNING ? + 'Warning' : 'Conflict'}`} + diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index fbb95b678097..cd4c8cd419c8 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -207,13 +207,17 @@ function JobItem(props: Props): JSX.Element {
- - - - Frame range: - {` ${job.startFrame}-${job.stopFrame}`} - - + { + job.type !== JobType.GROUND_TRUTH && ( + + + + Frame range: + {` ${job.startFrame}-${job.stopFrame}`} + + + ) + } diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx index 928b54b4a906..726f6b35e398 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx @@ -82,7 +82,6 @@ function MeanQuality(props: Props): JSX.Element { ) : null } - ); From 291b4993d58be47eaf83c84218ed54983ef5bd85 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 22 May 2023 10:35:27 +0300 Subject: [PATCH 165/257] added colors to warnings --- cvat-canvas/src/scss/canvas.scss | 7 ++++++- cvat-canvas/src/typescript/canvasView.ts | 23 ++++++++++++++++------- 2 files changed, 22 insertions(+), 8 deletions(-) diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 034f1f14d543..7396e8e3c5ce 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -153,7 +153,12 @@ polyline.cvat_canvas_shape_splitting { } .cvat_canvas_conflicted { - stroke: red; + stroke: #ff4800; + stroke-dasharray: 1; +} + +.cvat_canvas_warned { + stroke: #ff7301; stroke-dasharray: 1; } diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index f61514ac0a72..21966ed42686 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -2209,6 +2209,7 @@ export class CanvasViewImpl implements CanvasView, Listener { for (const [key, otherShape] of Object.entries(this.svgShapes)) { otherShape.removeClass('cvat_canvas_shape_darken'); otherShape.removeClass('cvat_canvas_conflicted'); + otherShape.removeClass('cvat_canvas_warned'); } this.sortObjects(); @@ -2260,16 +2261,24 @@ export class CanvasViewImpl implements CanvasView, Listener { ); return conflictedState; }); + const conflictedMap = {}; + conflictedStates.forEach((_state) => { + conflictedMap[_state.clientID] = _state.conflict; + if (_state.elements.length) { + _state.elements.forEach((element) => { conflictedMap[element.clientID] = _state.conflict; }); + } + }); - let conflictedIDs = conflictedStates.map((_state) => ( - [_state.clientID, ..._state.elements.map((element) => element.clientID)] - )); - conflictedIDs = conflictedIDs.flat(); for (const [key, otherShape] of Object.entries(this.svgShapes)) { - if (!conflictedIDs.includes(+key)) { - otherShape.addClass('cvat_canvas_shape_darken'); + if (conflictedMap[+key]) { + const { importance } = conflictedMap[+key]; + if (importance === 'error') { + otherShape.addClass('cvat_canvas_conflicted'); + } else if (importance === 'warning') { + otherShape.addClass('cvat_canvas_warned'); + } } else { - otherShape.addClass('cvat_canvas_conflicted'); + otherShape.addClass('cvat_canvas_shape_darken'); } } } From db8286b6eedb60a7194e9c42f537de081ac2f316 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 22 May 2023 10:38:37 +0300 Subject: [PATCH 166/257] show gt icon only in review workspace --- .../objects-side-bar/issues-list.tsx | 30 +++++++++++-------- 1 file changed, 18 insertions(+), 12 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index d1e5e36bc732..4545f417bf10 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -1,4 +1,5 @@ // Copyright (C) 2020-2022 Intel Corporation +// Copyright (C) 2023 CVAT.ai Corporation // // SPDX-License-Identifier: MIT @@ -14,7 +15,7 @@ import Text from 'antd/lib/typography/Text'; import { activateObject, changeFrameAsync } from 'actions/annotation-actions'; import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; -import { CombinedState } from 'reducers'; +import { CombinedState, Workspace } from 'reducers'; import moment from 'moment'; import Paragraph from 'antd/lib/typography/Paragraph'; import { ConflictImportance, QualityConflict } from 'cvat-core-wrapper'; @@ -32,6 +33,7 @@ export default function LabelsListComponent(): JSX.Element { const issuesHidden = useSelector((state: CombinedState): any => state.review.issuesHidden); const issuesResolvedHidden = useSelector((state: CombinedState): any => state.review.issuesResolvedHidden); const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); + const workspace = useSelector((state: CombinedState) => state.annotation.workspace); let frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); if (showGroundTruth) { const conflictFrames = conflicts @@ -107,17 +109,21 @@ export default function LabelsListComponent(): JSX.Element { )} - - - dispatch(changeShowGroundTruth(!showGroundTruth))} - /> - - + { + workspace === Workspace.REVIEW_WORKSPACE ? ( + + + dispatch(changeShowGroundTruth(!showGroundTruth))} + /> + + + ) : null + }
From 7046c0af0008309951806cb9d1b44eab62a3ac17 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 22 May 2023 10:54:30 +0300 Subject: [PATCH 167/257] fixed multiple objects highlight --- .../annotation-page/review/conflicts-aggregator.tsx | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index 612a3a1dd0a8..ad4fa2def9d0 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -23,6 +23,11 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { ); const conflicts = frameQualityConflicts.map((f: QualityConflict) => f.annotationConflicts[0]); + const activatedObject = objectStates.find((state) => state.clientID === activatedStateID); + const conflictedIDs = activatedObject?.conflict?.annotationConflicts?.map((c: AnnotationConflict) => c.objId); + const highlightedObjectsIDs = conflictedIDs?.map((serverID: number) => ( + objectStates.find((state) => state.serverID === serverID))?.clientID); + const canvasInstance = useSelector((state: CombinedState) => state.annotation.canvas.instance); const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); const [geometry, setGeometry] = useState(null); @@ -91,7 +96,7 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { scale={1 / geometry.scale} onClick={() => {}} importance={conflict.importance} - darken={!!activatedStateID && (conflict.clientID !== activatedStateID)} + darken={!!activatedStateID && (!highlightedObjectsIDs.includes(conflict.clientID))} />, ); } From efd76d99c32b6c247713547ea95e23ab64cb5a2f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 22 May 2023 12:41:45 +0300 Subject: [PATCH 168/257] Check quality after settings updated --- cvat/apps/quality_control/signals.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/cvat/apps/quality_control/signals.py b/cvat/apps/quality_control/signals.py index a6a163df1544..aaf52c72ded9 100644 --- a/cvat/apps/quality_control/signals.py +++ b/cvat/apps/quality_control/signals.py @@ -19,6 +19,8 @@ dispatch_uid=__name__ + ".save_project-update_quality_metrics") @receiver(post_save, sender=Annotation, dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") +@receiver(post_save, sender=QualitySettings, + dispatch_uid=__name__ + ".save_settings-update_quality_metrics") def __save_job__update_quality_metrics(instance, created, **kwargs): tasks = [] @@ -30,6 +32,8 @@ def __save_job__update_quality_metrics(instance, created, **kwargs): tasks.append(instance.segment.task) elif isinstance(instance, Annotation): tasks.append(instance.job.segment.task) + elif isinstance(instance, QualitySettings): + tasks.append(instance.task) else: assert False From 56cfbe06131c52a87424a09c729da58b6c95f41d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 22 May 2023 17:01:03 +0300 Subject: [PATCH 169/257] Improve settings dialog layout --- .../quality/quality-settings-modal.tsx | 96 ++++++++++--------- 1 file changed, 52 insertions(+), 44 deletions(-) diff --git a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx index 2109f8bd5571..339acfae1979 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx @@ -93,14 +93,14 @@ export default function QualitySettingsModal(): JSX.Element | null { > - Overlap Settings + General
@@ -108,8 +108,8 @@ export default function QualitySettingsModal(): JSX.Element | null { @@ -119,37 +119,47 @@ export default function QualitySettingsModal(): JSX.Element | null { - + + Compare attributes + - Line Settings + Keypoint Comparison - + + + + + + Line Comparison + + + - + @@ -161,55 +171,55 @@ export default function QualitySettingsModal(): JSX.Element | null { valuePropName='checked' > - Oriented lines + Check orientation + + + + + - Group Settings + Group Comparison - + + Compare groups + - - Compare groups - + - Others + Segmentation Comparison - - - - - - Check covered annotations + Check object visibility - - - - Compare attributes - + + + - Panoptic comparison + Match only visible parts From 54c4025763014abf824cb687a8163383d2e59046 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 22 May 2023 17:04:04 +0300 Subject: [PATCH 170/257] Fix several UI failures --- cvat-canvas/src/typescript/canvasView.ts | 10 +++++++++- .../annotation-page/review/conflicts-aggregator.tsx | 7 +++++-- 2 files changed, 14 insertions(+), 3 deletions(-) diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 21966ed42686..332150f5df21 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -2260,7 +2260,15 @@ export class CanvasViewImpl implements CanvasView, Listener { (_state: any): boolean => _state.serverID === annotationConflict.objId, ); return conflictedState; - }); + }).filter( + // TODO: in the list, there can be null values in some cases + // (eg. from looking for an annotation from the other job), + // produced from [x] = []. + // Need to investigate, why it happens only sometimes. + // Here we just filter such values + Boolean + ); + const conflictedMap = {}; conflictedStates.forEach((_state) => { conflictedMap[_state.clientID] = _state.conflict; diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx index ad4fa2def9d0..4a6cac421e6a 100644 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx @@ -25,8 +25,11 @@ export default function ConflictAggregatorComponent(): JSX.Element | null { const activatedObject = objectStates.find((state) => state.clientID === activatedStateID); const conflictedIDs = activatedObject?.conflict?.annotationConflicts?.map((c: AnnotationConflict) => c.objId); - const highlightedObjectsIDs = conflictedIDs?.map((serverID: number) => ( - objectStates.find((state) => state.serverID === serverID))?.clientID); + const highlightedObjectsIDs = conflictedIDs + ? conflictedIDs.map((serverID: number) => ( + objectStates.find((state) => state.serverID === serverID))?.clientID + ) + : []; const canvasInstance = useSelector((state: CombinedState) => state.annotation.canvas.instance); const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); From b42a29a26628804357845b301f889ea88374ebb4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 22 May 2023 17:05:34 +0300 Subject: [PATCH 171/257] Init quality settings on job creation --- cvat/apps/quality_control/signals.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/cvat/apps/quality_control/signals.py b/cvat/apps/quality_control/signals.py index aaf52c72ded9..7641594a2292 100644 --- a/cvat/apps/quality_control/signals.py +++ b/cvat/apps/quality_control/signals.py @@ -43,8 +43,18 @@ def __save_job__update_quality_metrics(instance, created, **kwargs): @receiver(post_save, sender=Task, dispatch_uid=__name__ + ".save_task-initialize_quality_settings") +@receiver(post_save, sender=Job, + dispatch_uid=__name__ + ".save_job-initialize_quality_settings") def __save_task__initialize_quality_settings(instance, created, **kwargs): # Initializes default quality settings for the task - # this is done here to make the components decoupled + # this is done in a signal to decouple this component from the engine app + if created: - QualitySettings.objects.get_or_create(task=instance) + if isinstance(instance, Task): + task = instance + elif isinstance(instance, Job): + task = instance.segment.task + else: + assert False + + QualitySettings.objects.get_or_create(task=task) From 2958aac767c0f187dea36fc72fb2f41cb0ccd376 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 22 May 2023 21:27:40 +0300 Subject: [PATCH 172/257] Add settings patching tests --- cvat/apps/iam/permissions.py | 21 +-- tests/python/rest_api/test_quality_control.py | 135 +++++++++++++++++- .../shared/assets/quality_settings.json | 17 +++ 3 files changed, 164 insertions(+), 9 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 33418c233a2b..6e59da033ed7 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1730,8 +1730,8 @@ class QualitySettingPermission(OpenPolicyAgentPermission): obj: Optional[QualitySettings] class Scopes(StrEnum): - LIST = 'list' VIEW = 'view' + UPDATE = 'update' @classmethod def create(cls, request, view, obj): @@ -1740,14 +1740,20 @@ def create(cls, request, view, obj): permissions = [] if view.basename == 'quality_settings': for scope in cls.get_scopes(request, view, obj): - if scope == Scopes.VIEW: + if scope in [Scopes.VIEW, Scopes.UPDATE]: obj = cast(QualitySettings, obj) + if scope == Scopes.VIEW: + task_scope = TaskPermission.Scopes.VIEW + elif scope == Scopes.UPDATE: + task_scope = TaskPermission.Scopes.UPDATE_DESC + else: + assert False + # Access rights are the same as in the owning task # This component doesn't define its own rules in this case - owning_perm = TaskPermission.create_base_perm(request, view, - scope=TaskPermission.Scopes.VIEW, obj=obj.task) - permissions.append(owning_perm) + permissions.append(TaskPermission.create_base_perm(request, view, + scope=task_scope, obj=obj.task)) else: permissions.append(cls.create_base_perm(request, view, scope, obj)) @@ -1755,15 +1761,14 @@ def create(cls, request, view, obj): def __init__(self, **kwargs): super().__init__(**kwargs) - self.url = settings.IAM_OPA_DATA_URL + '/quality_reports/allow' + self.url = settings.IAM_OPA_DATA_URL + '/quality_settings/allow' @staticmethod def get_scopes(request, view, obj): Scopes = __class__.Scopes return [{ - 'list': Scopes.LIST, 'retrieve': Scopes.VIEW, - 'data': Scopes.VIEW, + 'partial_update': Scopes.UPDATE, }.get(view.action, None)] def get_resource(self): diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index d215cd640181..d9c9d356c671 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -3,6 +3,7 @@ # SPDX-License-Identifier: MIT import json +from copy import deepcopy from http import HTTPStatus from typing import Any, Dict, List, Optional, Tuple @@ -64,7 +65,7 @@ def test_can_create_report(self, admin_user, jobs): with make_api_client(admin_user) as api_client: (_, response) = api_client.quality_api.create_report( quality_report_create_request=models.QualityReportCreateRequest(task_id=task_id), - _parse_response=False + _parse_response=False, ) assert response.status == HTTPStatus.ACCEPTED rq_id = response.data.decode() @@ -247,3 +248,135 @@ def test_user_get_settings_in_org_task( ) else: self._test_get_settings_403(user["username"], settings_id, **extra_kwargs) + + +@pytest.mark.usefixtures("restore_db_per_function") +class TestPatchSettings: + def _test_patch_settings_200( + self, + user: str, + obj_id: int, + data: dict[str, Any], + *, + expected_data: Optional[Dict[str, Any]] = None, + **kwargs, + ): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.partial_update_settings( + obj_id, patched_quality_settings_request=data, **kwargs + ) + assert response.status == HTTPStatus.OK + + if expected_data is not None: + assert DeepDiff(expected_data, json.loads(response.data), ignore_order=True) == {} + + return response + + def _test_patch_settings_403(self, user: str, obj_id: int, data: dict[str, Any], **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.partial_update_settings( + obj_id, + patched_quality_settings_request=data, + **kwargs, + _parse_response=False, + _check_status=False, + ) + assert response.status == HTTPStatus.FORBIDDEN + + return response + + def _get_request_data(self, data: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]: + patched_data = deepcopy(data) + + for field, value in data.items(): + if isinstance(value, bool): + patched_data[field] = not value + elif isinstance(value, float): + patched_data[field] = 1 - value + + expected_data = deepcopy(patched_data) + + return patched_data, expected_data + + def test_can_patch_settings(self, admin_user, quality_settings): + settings_id, settings = next(iter(quality_settings.items())) + data, expected_data = self._get_request_data(settings) + self._test_patch_settings_200(admin_user, settings_id, data, expected_data=expected_data) + + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_patch_settings_in_sandbox_task( + self, quality_settings, tasks, users, is_task_staff, is_staff, allow + ): + task = next( + t + for t in tasks + if t["organization"] is None and not users[t["owner"]["id"]]["is_superuser"] + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + data, expected_data = self._get_request_data(settings) + + if allow: + self._test_patch_settings_200(user, settings_id, data, expected_data=expected_data) + else: + self._test_patch_settings_403(user, settings_id, data) + + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_patch_settings_in_org_task( + self, + tasks, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + quality_settings, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + data, expected_data = self._get_request_data(settings) + + if allow: + self._test_patch_settings_200( + user["username"], settings_id, data, expected_data=expected_data, **extra_kwargs + ) + else: + self._test_patch_settings_403(user["username"], settings_id, data, **extra_kwargs) diff --git a/tests/python/shared/assets/quality_settings.json b/tests/python/shared/assets/quality_settings.json index 31a851cff7f6..d1579a6ae714 100644 --- a/tests/python/shared/assets/quality_settings.json +++ b/tests/python/shared/assets/quality_settings.json @@ -4,6 +4,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 1, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -19,6 +20,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 2, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -34,6 +36,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 3, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -49,6 +52,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 4, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -64,6 +68,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 5, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -79,6 +84,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 6, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -94,6 +100,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 7, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -109,6 +116,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 8, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -124,6 +132,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 9, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -139,6 +148,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 10, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -154,6 +164,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 11, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -169,6 +180,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 12, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -184,6 +196,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 13, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -199,6 +212,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 14, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -214,6 +228,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 15, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -229,6 +244,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 16, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, @@ -244,6 +260,7 @@ "compare_attributes": true, "compare_groups": true, "group_match_threshold": 0.5, + "id": 17, "iou_threshold": 0.4, "line_orientation_threshold": 0.1, "line_thickness": 0.01, From 69d064363657d0d0ecf7c544d62d77edd28ba81d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 23 May 2023 01:10:24 +0300 Subject: [PATCH 173/257] Add more permission tests for endpoints --- cvat/apps/iam/permissions.py | 6 +- cvat/apps/iam/rules/conflicts.rego | 2 +- cvat/apps/iam/rules/quality_settings.rego | 49 -- cvat/apps/quality_control/views.py | 64 ++- cvat/schema.yml | 23 +- tests/python/rest_api/test_quality_control.py | 424 ++++++++++++++++-- 6 files changed, 455 insertions(+), 113 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 6e59da033ed7..4a4591c9f250 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1703,11 +1703,7 @@ def create(cls, request, view, obj): permissions = [] if view.basename == 'annotation_conflicts': for scope in cls.get_scopes(request, view, obj): - if scope == Scopes.LIST and isinstance(obj, Task): - permissions.append(TaskPermission.create_base_perm(request, view, - scope=TaskPermission.Scopes.VIEW, obj=obj)) - else: - permissions.append(cls.create_base_perm(request, view, scope, obj)) + permissions.append(cls.create_base_perm(request, view, scope, obj)) return permissions diff --git a/cvat/apps/iam/rules/conflicts.rego b/cvat/apps/iam/rules/conflicts.rego index ba6a3e15f381..5aa7329c9ea1 100644 --- a/cvat/apps/iam/rules/conflicts.rego +++ b/cvat/apps/iam/rules/conflicts.rego @@ -7,7 +7,7 @@ import data.utils import data.organizations # input: { -# "scope": <"view"|"list"> or null, +# "scope": <"list"> or null, # "auth": { # "user": { # "id": , diff --git a/cvat/apps/iam/rules/quality_settings.rego b/cvat/apps/iam/rules/quality_settings.rego index 84182f36f355..ca998e224f7e 100644 --- a/cvat/apps/iam/rules/quality_settings.rego +++ b/cvat/apps/iam/rules/quality_settings.rego @@ -48,52 +48,3 @@ allow { utils.is_admin } -allow { - input.scope == utils.LIST - utils.is_sandbox -} - -allow { - input.scope == utils.LIST - organizations.is_member -} - -filter = [] { # Django Q object to filter list of entries - utils.is_admin - utils.is_sandbox -} else = qobject { - utils.is_admin - utils.is_organization - org := input.auth.organization - qobject := [ - {"task__organization": org.id}, "|", - {"task__project__organization": org.id}, "|", - ] -} else = qobject { - utils.is_sandbox - user := input.auth.user - qobject := [ - {"task__owner_id": user.id}, "|", - {"task__assignee_id": user.id}, "|", - {"task__project__owner_id": user.id}, "|", - {"task__project__assignee_id": user.id}, "|", - ] -} else = qobject { - utils.is_organization - utils.has_perm(utils.USER) - organizations.has_perm(organizations.MAINTAINER) - org := input.auth.organization - qobject := [ - {"task__organization": org.id}, "|", - {"task__project__organization": org.id}, "|", - ] -} else = qobject { - organizations.has_perm(organizations.WORKER) - user := input.auth.user - qobject := [ - {"task__owner_id": user.id}, "|", - {"task__assignee_id": user.id}, "|", - {"task__project__owner_id": user.id}, "|", - {"task__project__assignee_id": user.id}, "|", - ] -} diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index fe1b1b35e957..a2feacbf55b1 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -40,8 +40,8 @@ summary='Method returns a paginated list of annotation conflicts', parameters=[ # These filters are implemented differently from others - OpenApiParameter('task_id', type=OpenApiTypes.INT, - description='A simple equality filter for task id'), + OpenApiParameter('report_id', type=OpenApiTypes.INT, + description='A simple equality filter for report id'), ], responses={ '200': AnnotationConflictSerializer(many=True), @@ -57,12 +57,12 @@ class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): search_fields = [] filter_fields = list(search_fields) + [ - 'id', 'report_id', 'frame', 'type', 'job_id', 'importance' + 'id', 'frame', 'type', 'job_id', 'task_id', 'importance' ] simple_filters = set(filter_fields) - {'id'} lookup_fields = { - 'report_id': 'report__id', 'job_id': 'report__job__id', + 'task_id': 'report__job__segment__task__id' # task reports do not contain own conflicts } ordering_fields = list(filter_fields) ordering = 'id' @@ -72,17 +72,24 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - if task_id := self.request.GET.get('task_id', None): - # NOTE: This filter is too complex to be implemented by other means - task = Task.objects.get(id=task_id) - self.check_object_permissions(self.request, task) - queryset = queryset.filter( - Q(report__job__segment__task__id=task_id) | Q(report__task__id=task_id) - ) - else: - # In other cases permissions are checked already - perm = AnnotationConflictPermission.create_scope_list(self.request) - queryset = perm.filter(queryset) + if report_id := self.request.GET.get('report_id', None): + try: + report = QualityReport.objects.prefetch_related('parent').get(id=report_id) + except QualityReport.DoesNotExist as ex: + raise NotFound(f"Report {report_id} does not exist") from ex + + if report.target == QualityReportTarget.TASK: + queryset = self.queryset.filter( + Q(report=report) | Q(report__parent=report) + ).distinct() + elif report.target == QualityReportTarget.JOB: + queryset = self.queryset.filter(report=report) + else: + assert False + + # In other cases permissions are checked already + perm = AnnotationConflictPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) return queryset @@ -90,6 +97,7 @@ def get_queryset(self): @extend_schema(tags=["quality"]) @extend_schema_view( retrieve=extend_schema( + operation_id='quality_retrieve_report', # the default produces the plural summary='Method returns details of a quality report', responses={ '200': QualityReportSerializer, @@ -144,9 +152,15 @@ def get_queryset(self): if self.action == 'list': if task_id := self.request.GET.get('task_id', None): # NOTE: This filter is too complex to be implemented by other means - task = Task.objects.get(id=task_id) + try: + task = Task.objects.get(id=task_id) + except Task.DoesNotExist as ex: + raise NotFound(f"Task {task_id} does not exist") from ex + self.check_object_permissions(self.request, task) - queryset = queryset.filter(Q(job__segment__task__id=task_id) | Q(task__id=task_id)) + queryset = queryset.filter( + Q(job__segment__task__id=task_id) | Q(task__id=task_id) + ).distinct() else: # In other cases permissions are checked already perm = QualityReportPermission.create_scope_list(self.request) @@ -208,7 +222,11 @@ def create(self, request, *args, **kwargs): input_serializer.is_valid(raise_exception=True) task_id = input_serializer.validated_data["task_id"] - task = Task.objects.get(pk=task_id) + + try: + task = Task.objects.get(pk=task_id) + except Task.DoesNotExist as ex: + raise NotFound(f"Task {task_id} does not exist") from ex try: rq_id = qc.QualityReportUpdateManager().schedule_quality_check_job( @@ -228,14 +246,18 @@ def create(self, request, *args, **kwargs): raise NotFound("Unknown request id") if rq_job.is_failed: - raise ValidationError(str(rq_job.exc_info)) + message = str(rq_job.exc_info) + rq_job.delete() + raise ValidationError(message) elif rq_job.is_queued or rq_job.is_started: return Response(status=status.HTTP_202_ACCEPTED) elif rq_job.is_finished: - if not rq_job.return_value: + return_value = rq_job.return_value + rq_job.delete() + if not return_value: raise ValidationError("No report has been computed") - report = self.get_queryset().get(pk=rq_job.return_value) + report = self.get_queryset().get(pk=return_value) report_serializer = QualityReportSerializer(instance=report) return Response( data=report_serializer.data, diff --git a/cvat/schema.yml b/cvat/schema.yml index e1d349d95f1f..0e480c24ff1f 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4196,8 +4196,8 @@ paths: - name: filter required: false in: query - description: 'A filter term. Available filter_fields: [''id'', ''report_id'', - ''frame'', ''type'', ''job_id'', ''importance'']' + description: 'A filter term. Available filter_fields: [''id'', ''frame'', + ''type'', ''job_id'', ''task_id'', ''importance'']' schema: type: string - name: frame @@ -4240,11 +4240,11 @@ paths: description: Number of results to return per page. schema: type: integer - - name: report_id - in: query - description: A simple equality filter for the report_id field + - in: query + name: report_id schema: type: integer + description: A simple equality filter for report id - name: search required: false in: query @@ -4255,14 +4255,14 @@ paths: required: false in: query description: 'Which field to use when ordering the results. Available ordering_fields: - [''id'', ''report_id'', ''frame'', ''type'', ''job_id'', ''importance'']' + [''id'', ''frame'', ''type'', ''job_id'', ''task_id'', ''importance'']' schema: type: string - - in: query - name: task_id + - name: task_id + in: query + description: A simple equality filter for the task_id field schema: type: integer - description: A simple equality filter for task id - name: type in: query description: A simple equality filter for the type field @@ -4439,7 +4439,7 @@ paths: description: Invalid or failed request, check the response data for details /api/quality/reports/{id}: get: - operationId: quality_retrieve_reports + operationId: quality_retrieve_report summary: Method returns details of a quality report parameters: - in: header @@ -9308,6 +9308,9 @@ components: QualitySettings: type: object properties: + id: + type: integer + readOnly: true task: type: integer readOnly: true diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index d9c9d356c671..bd973b3cb316 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -18,9 +18,62 @@ from .utils import CollectionSimpleFilterTestBase +class _PermissionTestBase: + def create_quality_report(self, user: str, task_id: int): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.create_report( + quality_report_create_request=models.QualityReportCreateRequest(task_id=task_id), + _parse_response=False, + ) + assert response.status == HTTPStatus.ACCEPTED + rq_id = response.data.decode() + + while True: + (_, response) = api_client.quality_api.create_report( + rq_id=rq_id, _parse_response=False + ) + assert response.status in [HTTPStatus.CREATED, HTTPStatus.ACCEPTED] + + if response.status == HTTPStatus.CREATED: + break + + return json.loads(response.data) + + def create_gt_job(self, user, task_id): + with make_api_client(user) as api_client: + (meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + start_frame = meta.start_frame + + (job, _) = api_client.jobs_api.create( + models.JobWriteRequest( + type="ground_truth", + task_id=task_id, + frame_selection_method="manual", + frames=[start_frame], + ) + ) + + (labels, _) = api_client.labels_api.list(task_id=task_id) + api_client.jobs_api.update_annotations( + job.id, + job_annotations_update_request=dict( + shapes=[ + dict( + frame=start_frame, + label_id=labels.results[0].id, + type="rectangle", + points=[1, 1, 2, 2], + ), + ], + ), + ) + + return job + + @pytest.mark.usefixtures("restore_db_per_class") -class TestListQualityReports: - def _test_list_200(self, user, task_id, data, **kwargs): +class TestListQualityReports(_PermissionTestBase): + def _test_list_reports_200(self, user, task_id, *, expected_data=None, **kwargs): with make_api_client(user) as api_client: results = get_paginated_collection( api_client.quality_api.list_reports_endpoint, @@ -28,7 +81,17 @@ def _test_list_200(self, user, task_id, data, **kwargs): task_id=task_id, **kwargs, ) - assert DeepDiff(data, results) == {} + + if expected_data is not None: + assert DeepDiff(expected_data, results) == {} + + def _test_list_reports_403(self, user, task_id, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.list_reports( + task_id=task_id, **kwargs, _parse_response=False, _check_status=False + ) + + assert response.status == HTTPStatus.FORBIDDEN def test_can_list_quality_reports(self, admin_user, quality_reports): parent_report = next(r for r in quality_reports if r["task_id"]) @@ -37,11 +100,116 @@ def test_can_list_quality_reports(self, admin_user, quality_reports): r for r in quality_reports if r["parent_id"] == parent_report["id"] ] - self._test_list_200(admin_user, task_id, reports) + self._test_list_reports_200(admin_user, task_id, expected_data=reports) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_list_reports_in_sandbox_task( + self, tasks, jobs, users, is_task_staff, is_staff, allow, admin_user + ): + task = next( + t + for t in tasks + if t["organization"] is None + and not users[t["owner"]["id"]]["is_superuser"] + and not any(j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth") + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_list_reports_200(user, task["id"], expected_data=[report], target="task") + else: + self._test_list_reports_403(user, task["id"]) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_list_reports_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + and not any( + j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth" + ) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_list_reports_200( + user["username"], task["id"], expected_data=[report], **extra_kwargs, target="task" + ) + else: + self._test_list_reports_403(user["username"], task["id"], **extra_kwargs) @pytest.mark.usefixtures("restore_db_per_class") -class TestGetQualityReports: +class TestGetQualityReports(_PermissionTestBase): + def _test_get_report_200( + self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs + ): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_report(obj_id, **kwargs) + assert response.status == HTTPStatus.OK + + if expected_data is not None: + assert DeepDiff(expected_data, json.loads(response.data), ignore_order=True) == {} + + return response + + def _test_get_report_403(self, user: str, obj_id: int, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_report( + obj_id, **kwargs, _parse_response=False, _check_status=False + ) + assert response.status == HTTPStatus.FORBIDDEN + + return response + @pytest.mark.parametrize("target", ["task", "job"]) def test_can_get_full_report_data(self, admin_user, target, quality_reports): report = next(r for r in quality_reports if (r["job_id"] is not None) == (target == "job")) @@ -55,31 +223,99 @@ def test_can_get_full_report_data(self, admin_user, target, quality_reports): for key in ["parameters", "comparison_summary", "frame_results"]: assert key in report_data.keys(), key + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_get_report_in_sandbox_task( + self, tasks, jobs, users, is_task_staff, is_staff, allow, admin_user + ): + task = next( + t + for t in tasks + if t["organization"] is None + and not users[t["owner"]["id"]]["is_superuser"] + and not any(j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth") + ) -@pytest.mark.usefixtures("restore_db_per_function") -class TestPostQualityReports: - def test_can_create_report(self, admin_user, jobs): - gt_job = next(j for j in jobs if j["type"] == "ground_truth") - task_id = gt_job["task_id"] + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] - with make_api_client(admin_user) as api_client: - (_, response) = api_client.quality_api.create_report( - quality_report_create_request=models.QualityReportCreateRequest(task_id=task_id), - _parse_response=False, + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_get_report_200(user, report["id"], expected_data=report) + else: + self._test_get_report_403(user, report["id"]) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_get_report_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + and not any( + j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth" + ) + ), + None, ) - assert response.status == HTTPStatus.ACCEPTED - rq_id = response.data.decode() + if task is not None: + break - while True: - (_, response) = api_client.quality_api.create_report( - rq_id=rq_id, _parse_response=False - ) - assert response.status in [HTTPStatus.CREATED, HTTPStatus.ACCEPTED] + assert task - if response.status == HTTPStatus.CREATED: - break + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_get_report_200( + user["username"], report["id"], expected_data=report, **extra_kwargs + ) + else: + self._test_get_report_403(user["username"], report["id"], **extra_kwargs) + + +@pytest.mark.usefixtures("restore_db_per_function") +class TestPostQualityReports(_PermissionTestBase): + def test_can_create_report(self, admin_user, jobs): + gt_job = next(j for j in jobs if j["type"] == "ground_truth") + task_id = gt_job["task_id"] - assert models.QualityReport._from_openapi_data(**json.loads(response.data)) + report = self.create_quality_report(admin_user, task_id) + assert models.QualityReport._from_openapi_data(**report) class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @@ -114,6 +350,128 @@ def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) +@pytest.mark.usefixtures("restore_db_per_class") +class TestListQualityConflicts(_PermissionTestBase): + def _test_list_conflicts_200(self, user, report_id, *, expected_data=None, **kwargs): + with make_api_client(user) as api_client: + results = get_paginated_collection( + api_client.quality_api.list_conflicts_endpoint, + return_json=True, + report_id=report_id, + **kwargs, + ) + + if expected_data is not None: + assert DeepDiff(expected_data, results) == {} + + return results + + def _test_list_conflicts_403(self, user, report_id, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.list_conflicts( + report_id=report_id, **kwargs, _parse_response=False, _check_status=False + ) + + assert response.status == HTTPStatus.FORBIDDEN + + def test_can_list_job_report_conflicts(self, admin_user, quality_reports, quality_conflicts): + report = next(r for r in quality_reports if r["job_id"]) + conflicts = [c for c in quality_conflicts if c["report_id"] == report["id"]] + + self._test_list_conflicts_200(admin_user, report["id"], expected_data=conflicts) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_list_conflicts_in_sandbox_task( + self, tasks, jobs, users, is_task_staff, is_staff, allow, admin_user + ): + task = next( + t + for t in tasks + if t["organization"] is None + and not users[t["owner"]["id"]]["is_superuser"] + and not any(j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth") + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + conflicts = self._test_list_conflicts_200(admin_user, report_id=report["id"]) + assert conflicts + + if allow: + self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) + else: + self._test_list_conflicts_200(user, report["id"], expected_data=[]) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_list_conflicts_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + and not any( + j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth" + ) + ), + None, + ) + if task is not None: + break + + assert task + user = user["username"] + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + conflicts = self._test_list_conflicts_200( + admin_user, report_id=report["id"], **extra_kwargs + ) + assert conflicts + + if allow: + self._test_list_conflicts_200( + user, report["id"], expected_data=conflicts, **extra_kwargs + ) + else: + self._test_list_conflicts_200(user, report["id"], expected_data=[], **extra_kwargs) + + class TestSimpleQualityConflictsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) def setup(self, restore_db_per_class, admin_user, quality_conflicts, quality_reports): @@ -135,19 +493,31 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: if self._get_field(c, self._map_field("report_id")) in job_reports ] return job_id, job_conflicts + elif field == "task_id": + # This field is not included in the response + task_report = next(r for r in self.report_samples if r["task_id"]) + task_reports = {task_report["id"]} | { + r["id"] for r in self.report_samples if r["parent_id"] == task_report["id"] + } + task_conflicts = [ + c + for c in self.samples + if self._get_field(c, self._map_field("report_id")) in task_reports + ] + return task_report["task_id"], task_conflicts else: return super()._get_field_samples(field) @pytest.mark.parametrize( "field", - ("report_id", "importance", "type", "frame", "job_id"), + ("report_id", "importance", "type", "frame", "job_id", "task_id"), ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) @pytest.mark.usefixtures("restore_db_per_class") -class TestGetSettings: +class TestGetSettings(_PermissionTestBase): def _test_get_settings_200( self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs ): @@ -251,7 +621,7 @@ def test_user_get_settings_in_org_task( @pytest.mark.usefixtures("restore_db_per_function") -class TestPatchSettings: +class TestPatchSettings(_PermissionTestBase): def _test_patch_settings_200( self, user: str, From 3ee41e63e173f45570b03a15cd0aaa006ee6cb78 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 23 May 2023 17:12:31 +0300 Subject: [PATCH 174/257] Fix frame count display --- cvat-core/src/server-response-types.ts | 1 + cvat-core/src/session.ts | 6 ++++++ cvat-ui/src/components/job-item/job-item.tsx | 7 ++++--- .../quality/task-quality-component.tsx | 2 +- cvat-ui/src/components/task-page/job-list.tsx | 2 +- cvat/apps/engine/serializers.py | 3 ++- cvat/schema.yml | 3 +++ tests/python/shared/assets/jobs.json | 21 +++++++++++++++++++ 8 files changed, 39 insertions(+), 6 deletions(-) diff --git a/cvat-core/src/server-response-types.ts b/cvat-core/src/server-response-types.ts index e0f3b3dced51..0c487a6c1f04 100644 --- a/cvat-core/src/server-response-types.ts +++ b/cvat-core/src/server-response-types.ts @@ -120,6 +120,7 @@ export interface SerializedJob { type: JobType; startFrame: number; stopFrame: number; + frameCount: number; task_id: number; updated_date: string; url: string; diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index ce835ba2fa95..9437711205e7 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -320,6 +320,7 @@ export class Job extends Session { public readonly id: number; public readonly startFrame: number; public readonly stopFrame: number; + public readonly frameCount: number; public readonly projectId: number | null; public readonly taskId: number; public readonly dimension: DimensionType; @@ -386,6 +387,7 @@ export class Job extends Session { type: JobType.ANNOTATION, start_frame: undefined, stop_frame: undefined, + frame_count: undefined, project_id: null, task_id: undefined, labels: [], @@ -491,6 +493,9 @@ export class Job extends Session { stopFrame: { get: () => data.stop_frame, }, + frameCount: { + get: () => data.frame_count, + }, projectId: { get: () => data.project_id, }, @@ -770,6 +775,7 @@ export class Task extends Session { type: job.type, start_frame: job.start_frame, stop_frame: job.stop_frame, + frame_count: job.frame_count, created_date: job.created_date, updated_date: job.updated_date, diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx index cd4c8cd419c8..46977067eadd 100644 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ b/cvat-ui/src/components/job-item/job-item.tsx @@ -11,7 +11,7 @@ import Text from 'antd/lib/typography/Text'; import Select from 'antd/lib/select'; import Icon from '@ant-design/icons'; import { - Job, JobStage, JobType, User, + Job, JobStage, JobType, Task, User, } from 'cvat-core-wrapper'; import { BorderOutlined, @@ -30,6 +30,7 @@ import JobActionsMenu from './job-actions-menu'; interface Props { job: Job, + task: Task, onJobUpdate: (job: Job) => void; } @@ -91,7 +92,7 @@ function ReviewSummaryComponent({ jobInstance }: { jobInstance: any }): JSX.Elem } function JobItem(props: Props): JSX.Element { - const { job, onJobUpdate } = props; + const { job, task, onJobUpdate } = props; const { stage, id } = job; const created = moment(job.createdDate); const updated = moment(job.createdDate); @@ -222,7 +223,7 @@ function JobItem(props: Props): JSX.Element { Frame count: - {` ${job.stopFrame - job.startFrame}`} + {` ${job.frameCount} (${(job.frameCount / (task.size || 1) * 100).toFixed(0)}%)`} diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx index e1556bb16ea7..19ba30b171a1 100644 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx @@ -53,7 +53,7 @@ function TaskQualityComponent(props: Props): JSX.Element { - {gtJob ? : } + {gtJob ? : } diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index 4a6066b2f3b6..5249449fb2c6 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -84,7 +84,7 @@ function JobListComponent(props: Props): JSX.Element { const filteredJobs = setUpJobsList(jobs, query); const jobViews = filteredJobs .slice((query.page - 1) * PAGE_SIZE, query.page * PAGE_SIZE) - .map((job: Job) => ); + .map((job: Job) => ); useEffect(() => { history.replace({ search: updateHistoryFromQuery(query), diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index c5370ed2588c..1a2b071c666d 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -545,6 +545,7 @@ class JobReadSerializer(serializers.ModelSerializer): project_id = serializers.ReadOnlyField(source="get_project_id", allow_null=True) start_frame = serializers.ReadOnlyField(source="segment.start_frame") stop_frame = serializers.ReadOnlyField(source="segment.stop_frame") + frame_count = serializers.ReadOnlyField(source="segment.frame_count") assignee = BasicUserSerializer(allow_null=True, read_only=True) dimension = serializers.CharField(max_length=2, source='segment.task.dimension', read_only=True) data_chunk_size = serializers.ReadOnlyField(source='segment.task.data.chunk_size') @@ -558,7 +559,7 @@ class JobReadSerializer(serializers.ModelSerializer): class Meta: model = models.Job fields = ('url', 'id', 'task_id', 'project_id', 'assignee', - 'dimension', 'bug_tracker', 'status', 'stage', 'state', 'mode', + 'dimension', 'bug_tracker', 'status', 'stage', 'state', 'mode', 'frame_count', 'start_frame', 'stop_frame', 'data_chunk_size', 'data_compressed_chunk_type', 'created_date', 'updated_date', 'issues', 'labels', 'type') read_only_fields = fields diff --git a/cvat/schema.yml b/cvat/schema.yml index 0e480c24ff1f..d538deb397de 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7823,6 +7823,9 @@ components: mode: type: string readOnly: true + frame_count: + type: integer + readOnly: true start_frame: type: integer maximum: 2147483647 diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 249aaf713290..75dac90823c9 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -10,6 +10,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 4, "id": 28, "issues": { "count": 0, @@ -38,6 +39,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 11, "id": 27, "issues": { "count": 0, @@ -66,6 +68,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 4, "id": 26, "issues": { "count": 0, @@ -94,6 +97,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 6, "id": 25, "issues": { "count": 0, @@ -122,6 +126,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 2, "id": 24, "issues": { "count": 0, @@ -150,6 +155,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 2, "id": 23, "issues": { "count": 0, @@ -178,6 +184,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 2, "id": 22, "issues": { "count": 0, @@ -206,6 +213,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 21, "issues": { "count": 0, @@ -234,6 +242,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 25, "id": 19, "issues": { "count": 0, @@ -262,6 +271,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 8, "id": 18, "issues": { "count": 0, @@ -290,6 +300,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 17, "issues": { "count": 0, @@ -324,6 +335,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 11, "id": 16, "issues": { "count": 1, @@ -352,6 +364,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 14, "issues": { "count": 0, @@ -380,6 +393,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 13, "issues": { "count": 0, @@ -408,6 +422,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 12, "issues": { "count": 0, @@ -442,6 +457,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 5, "id": 11, "issues": { "count": 1, @@ -476,6 +492,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 14, "id": 10, "issues": { "count": 1, @@ -504,6 +521,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 11, "id": 9, "issues": { "count": 1, @@ -532,6 +550,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "3d", + "frame_count": 1, "id": 8, "issues": { "count": 0, @@ -566,6 +585,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 25, "id": 7, "issues": { "count": 1, @@ -600,6 +620,7 @@ "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", + "frame_count": 23, "id": 2, "issues": { "count": 0, From 1b54265eb7c07736d1e0671b6835805b6a1e2703 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 23 May 2023 17:57:25 +0300 Subject: [PATCH 175/257] Add report content tests --- tests/python/rest_api/test_quality_control.py | 249 +- tests/python/shared/assets/annotations.json | 4515 +++++++++++------ tests/python/shared/assets/cvat_db/data.json | 3410 +++++++++---- tests/python/shared/assets/jobs.json | 10 +- tests/python/shared/assets/labels.json | 13 +- .../shared/assets/quality_conflicts.json | 418 +- .../python/shared/assets/quality_reports.json | 56 +- tests/python/shared/assets/tasks.json | 4 +- 8 files changed, 5965 insertions(+), 2710 deletions(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index bd973b3cb316..c9229b508ebd 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -210,6 +210,114 @@ def _test_get_report_403(self, user: str, obj_id: int, **kwargs): return response + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_get_report_in_sandbox_task( + self, tasks, jobs, users, is_task_staff, is_staff, allow, admin_user + ): + task = next( + t + for t in tasks + if t["organization"] is None + and not users[t["owner"]["id"]]["is_superuser"] + and not any(j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth") + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_get_report_200(user, report["id"], expected_data=report) + else: + self._test_get_report_403(user, report["id"]) + + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_get_report_in_org_task( + self, + tasks, + jobs, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + admin_user, + ): + for user in users: + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + and not any( + j for j in jobs if j["task_id"] == t["id"] and j["type"] == "ground_truth" + ) + ), + None, + ) + if task is not None: + break + + assert task + + org_id = task["organization"] + extra_kwargs = {"org_id": org_id} + + self.create_gt_job(admin_user, task["id"]) + report = self.create_quality_report(admin_user, task["id"]) + + if allow: + self._test_get_report_200( + user["username"], report["id"], expected_data=report, **extra_kwargs + ) + else: + self._test_get_report_403(user["username"], report["id"], **extra_kwargs) + + +@pytest.mark.usefixtures("restore_db_per_class") +class TestGetQualityReportData(_PermissionTestBase): + def _test_get_report_data_200( + self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs + ): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_report_data(obj_id, **kwargs) + assert response.status == HTTPStatus.OK + + if expected_data is not None: + assert DeepDiff(expected_data, json.loads(response.data), ignore_order=True) == {} + + return response + + def _test_get_report_data_403(self, user: str, obj_id: int, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_report_data( + obj_id, **kwargs, _parse_response=False, _check_status=False + ) + assert response.status == HTTPStatus.FORBIDDEN + + return response + @pytest.mark.parametrize("target", ["task", "job"]) def test_can_get_full_report_data(self, admin_user, target, quality_reports): report = next(r for r in quality_reports if (r["job_id"] is not None) == (target == "job")) @@ -225,7 +333,7 @@ def test_can_get_full_report_data(self, admin_user, target, quality_reports): @pytest.mark.usefixtures("restore_db_per_function") @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) - def test_user_get_report_in_sandbox_task( + def test_user_get_report_data_in_sandbox_task( self, tasks, jobs, users, is_task_staff, is_staff, allow, admin_user ): task = next( @@ -243,11 +351,12 @@ def test_user_get_report_in_sandbox_task( self.create_gt_job(admin_user, task["id"]) report = self.create_quality_report(admin_user, task["id"]) + report_data = json.loads(self._test_get_report_data_200(admin_user, report["id"]).data) if allow: - self._test_get_report_200(user, report["id"], expected_data=report) + self._test_get_report_data_200(user, report["id"], expected_data=report_data) else: - self._test_get_report_403(user, report["id"]) + self._test_get_report_data_403(user, report["id"]) @pytest.mark.usefixtures("restore_db_per_function") @pytest.mark.parametrize( @@ -263,7 +372,7 @@ def test_user_get_report_in_sandbox_task( ("worker", False, False), ], ) - def test_user_get_report_in_org_task( + def test_user_get_report_data_in_org_task( self, tasks, jobs, @@ -299,13 +408,14 @@ def test_user_get_report_in_org_task( self.create_gt_job(admin_user, task["id"]) report = self.create_quality_report(admin_user, task["id"]) + report_data = json.loads(self._test_get_report_data_200(admin_user, report["id"]).data) if allow: - self._test_get_report_200( - user["username"], report["id"], expected_data=report, **extra_kwargs + self._test_get_report_data_200( + user["username"], report["id"], expected_data=report_data, **extra_kwargs ) else: - self._test_get_report_403(user["username"], report["id"], **extra_kwargs) + self._test_get_report_data_403(user["username"], report["id"], **extra_kwargs) @pytest.mark.usefixtures("restore_db_per_function") @@ -750,3 +860,128 @@ def test_user_patch_settings_in_org_task( ) else: self._test_patch_settings_403(user["username"], settings_id, data, **extra_kwargs) + + +@pytest.mark.usefixtures("restore_db_per_function") +class TestQualityReportMetrics(_PermissionTestBase): + @pytest.mark.parametrize("task_id", [22]) + def test_report_summary(self, task_id, tasks, jobs, quality_reports): + gt_job = next(j for j in jobs if j["task_id"] == task_id and j["type"] == "ground_truth") + task = tasks[task_id] + report = next(r for r in quality_reports if r["task_id"] == task_id) + + summary = report["summary"] + assert 0 < summary["conflict_count"] + assert summary["conflict_count"] == sum(summary["conflicts_by_type"].values()) + assert summary["conflict_count"] == summary["warning_count"] + summary["error_count"] + assert 0 < summary["valid_count"] + assert summary["valid_count"] < summary["ds_count"] + assert summary["valid_count"] < summary["gt_count"] + assert summary["frame_count"] == gt_job["frame_count"] + assert summary["frame_share_percent"] == summary["frame_count"] / task["size"] + + def test_unmodified_task_produces_the_same_metrics(self, admin_user, quality_reports): + old_report = next(r for r in quality_reports if r["task_id"]) + task_id = old_report["task_id"] + + new_report = self.create_quality_report(admin_user, task_id) + + with make_api_client(admin_user) as api_client: + (old_report_data, _) = api_client.quality_api.retrieve_report_data(old_report["id"]) + (new_report_data, _) = api_client.quality_api.retrieve_report_data(new_report["id"]) + + assert ( + DeepDiff( + new_report, + old_report, + ignore_order=True, + exclude_paths=["root['created_date']", "root['id']"], + ) + == {} + ) + assert ( + DeepDiff( + new_report_data, + old_report_data, + ignore_order=True, + exclude_paths=["root['created_date']", "root['id']"], + ) + == {} + ) + + def test_modified_task_produces_different_metrics( + self, admin_user, quality_reports, jobs, labels + ): + gt_job = next(j for j in jobs if j["type"] == "ground_truth") + task_id = gt_job["task_id"] + old_report = next(r for r in quality_reports if r["task_id"] == task_id) + job_labels = [ + l + for l in labels + if l.get("task_id") == task_id + or gt_job.get("project_id") + and l.get("project_id") == gt_job.get("project_id") + if not l["parent_id"] + ] + + with make_api_client(admin_user) as api_client: + api_client.jobs_api.partial_update_annotations( + "update", + gt_job["id"], + patched_labeled_data_request=dict( + shapes=[ + dict( + frame=gt_job["start_frame"], + label_id=job_labels[0]["id"], + type="rectangle", + points=[1, 1, 2, 2], + ), + ], + ), + ) + + new_report = self.create_quality_report(admin_user, task_id) + assert new_report["summary"]["conflict_count"] > old_report["summary"]["conflict_count"] + + @pytest.mark.parametrize("task_id", [22]) + @pytest.mark.parametrize( + "parameter", + [ + "check_covered_annotations", + "compare_attributes", + "compare_groups", + "group_match_threshold", + "iou_threshold", + "line_orientation_threshold", + "line_thickness", + "low_overlap_threshold", + "object_visibility_threshold", + "oks_sigma", + "oriented_lines", + "panoptic_comparison", + ], + ) + def test_settings_affect_metrics( + self, admin_user, quality_reports, tasks, quality_settings, task_id, parameter + ): + old_report = next(r for r in quality_reports if r["task_id"]) + task_id = old_report["task_id"] + task = tasks[task_id] + + settings = deepcopy(quality_settings[task["quality_settings"]]) + if isinstance(settings[parameter], bool): + settings[parameter] = not settings[parameter] + elif isinstance(settings[parameter], float): + settings[parameter] = 1 - settings[parameter] + if parameter == "group_match_threshold": + settings[parameter] = 0.9 + else: + assert False + + with make_api_client(admin_user) as api_client: + api_client.quality_api.partial_update_settings( + settings["id"], patched_quality_settings_request=settings + ) + + new_report = self.create_quality_report(admin_user, task_id) + assert new_report["summary"]["conflict_count"] != old_report["summary"]["conflict_count"] diff --git a/tests/python/shared/assets/annotations.json b/tests/python/shared/assets/annotations.json index 8be374d1076f..232f5df550cc 100644 --- a/tests/python/shared/assets/annotations.json +++ b/tests/python/shared/assets/annotations.json @@ -1404,44 +1404,161 @@ }, "27": { "shapes": [ + { + "attributes": [ + { + "spec_id": 13, + "value": "true" + } + ], + "elements": [], + "frame": 0, + "group": 0, + "id": 671, + "label_id": 64, + "occluded": false, + "outside": false, + "points": [ + 349.3662109375, + 38.5166015625, + 376.846017166401, + 64.03356448933664 + ], + "rotation": 0.0, + "source": "manual", + "type": "rectangle", + "z_order": 4 + }, + { + "attributes": [], + "elements": [], + "frame": 0, + "group": 17, + "id": 664, + "label_id": 63, + "occluded": false, + "outside": false, + "points": [ + 34.66, + 268.17, + 75.22, + 324.44 + ], + "rotation": 0.0, + "source": "manual", + "type": "rectangle", + "z_order": 4 + }, { "attributes": [], "elements": [], "frame": 0, + "group": 16, + "id": 647, + "label_id": 63, + "occluded": false, + "outside": false, + "points": [ + 147.9, + 45.42, + 171.4, + 70.3 + ], + "rotation": 0.0, + "source": "manual", + "type": "rectangle", + "z_order": 1 + }, + { + "attributes": [ + { + "spec_id": 13, + "value": "false" + } + ], + "elements": [], + "frame": 0, + "group": 17, + "id": 665, + "label_id": 64, + "occluded": false, + "outside": false, + "points": [ + 50.36, + 283.87 + ], + "rotation": 0.0, + "source": "manual", + "type": "points", + "z_order": 4 + }, + { + "attributes": [], + "elements": [], + "frame": 0, + "group": 0, + "id": 667, + "label_id": 63, + "occluded": false, + "outside": false, + "points": [ + 43.16, + 178.53, + 59.52, + 190.96, + 71.3, + 177.22, + 100.08, + 167.41 + ], + "rotation": 0.0, + "source": "manual", + "type": "polyline", + "z_order": 4 + }, + { + "attributes": [ + { + "spec_id": 13, + "value": 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"manual", "type": "polygon", "z_order": 4 + }, + { + "attributes": [], + "elements": [], + "frame": 0, + "group": 0, + "id": 657, + "label_id": 63, + "occluded": false, + "outside": false, + "points": [ + 502.5, + 319.9, + 635.3, + 319.9, + 651.0, + 374.7, + 499.9, + 375.5 + ], + "rotation": 0.0, + "source": "manual", + "type": "polygon", + "z_order": 3 } ], "tags": [], diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index f27e0ddf014c..6df0868eb2c2 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -3431,7 +3431,7 @@ "assignee": null, "bug_tracker": "", "created_date": "2023-04-14T14:40:10.333Z", - "updated_date": "2023-04-14T15:03:25.969Z", + "updated_date": "2023-05-23T14:45:08.348Z", "overlap": 0, "segment_size": 11, "status": "annotation", @@ -4854,7 +4854,7 @@ "segment": 27, "assignee": null, "created_date": "2023-04-14T14:40:10.333Z", - "updated_date": 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"job_id": 27, - "type": "polyline" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 11, + "pk": 40, "fields": { - "conflict": 8, - "obj_id": 580, + "conflict": 27, + "obj_id": 612, + "job_id": 28, + "type": "rectangle" + } +}, +{ + "model": "quality_control.annotationid", + "pk": 41, + "fields": { + "conflict": 28, + "obj_id": 646, "job_id": 27, - "type": "polyline" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 12, + "pk": 42, "fields": { - "conflict": 9, - "obj_id": 585, + "conflict": 28, + "obj_id": 620, + "job_id": 28, + "type": "rectangle" + } +}, +{ + "model": "quality_control.annotationid", + "pk": 43, + "fields": { + "conflict": 29, + "obj_id": 649, "job_id": 27, - "type": "mask" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 13, + "pk": 44, "fields": { - "conflict": 9, - "obj_id": 546, + "conflict": 29, + "obj_id": 617, "job_id": 28, - "type": "polygon" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 14, + "pk": 45, "fields": { - "conflict": 10, - "obj_id": 583, + "conflict": 30, + "obj_id": 650, "job_id": 27, - "type": "polyline" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 15, + "pk": 46, "fields": { - "conflict": 10, - "obj_id": 548, + "conflict": 30, + "obj_id": 610, "job_id": 28, - "type": "polyline" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 16, + "pk": 47, "fields": { - "conflict": 11, - "obj_id": 585, + "conflict": 31, + "obj_id": 651, "job_id": 27, - "type": "mask" + "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 17, + "pk": 48, "fields": { - "conflict": 12, - "obj_id": 579, + "conflict": 31, + "obj_id": 609, "job_id": 28, "type": "rectangle" } }, { "model": "quality_control.annotationid", - "pk": 18, + "pk": 49, "fields": { - "conflict": 13, - "obj_id": 577, + "conflict": 32, + "obj_id": 636, + "job_id": 28, + "type": "rectangle" + } +}, +{ + "model": "quality_control.annotationid", + "pk": 50, + "fields": { + "conflict": 33, + "obj_id": 634, "job_id": 28, "type": "points" } }, { "model": "quality_control.annotationid", - "pk": 19, + "pk": 51, "fields": { - "conflict": 14, - "obj_id": 573, + "conflict": 34, + "obj_id": 630, "job_id": 28, "type": "polygon" } }, { "model": "quality_control.annotationid", - "pk": 20, + "pk": 52, "fields": { - "conflict": 15, - "obj_id": 576, + "conflict": 35, + "obj_id": 633, "job_id": 28, "type": "mask" } }, { "model": "quality_control.annotationid", - "pk": 21, + "pk": 53, "fields": { - "conflict": 16, - "obj_id": 574, + "conflict": 36, + "obj_id": 631, "job_id": 28, "type": "ellipse" } }, { "model": "quality_control.annotationid", - "pk": 22, + "pk": 54, "fields": { - "conflict": 17, - "obj_id": 578, + "conflict": 37, + "obj_id": 635, "job_id": 28, "type": "polyline" } diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 75dac90823c9..504a819ac8d6 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -22,14 +22,14 @@ }, "mode": "annotation", "project_id": null, - "stage": "annotation", + "stage": "acceptance", "start_frame": 0, - "state": "in progress", - "status": "annotation", + "state": "completed", + "status": "validation", "stop_frame": 10, "task_id": 22, "type": "ground_truth", - "updated_date": "2023-04-14T15:03:25.984000Z", + "updated_date": "2023-05-23T14:44:02.697000Z", "url": "http://localhost:8080/api/jobs/28" }, { @@ -58,7 +58,7 @@ "stop_frame": 10, "task_id": 22, "type": "annotation", - "updated_date": "2023-04-14T14:58:50.944000Z", + "updated_date": "2023-05-23T14:45:08.385000Z", "url": "http://localhost:8080/api/jobs/27" }, { diff --git a/tests/python/shared/assets/labels.json b/tests/python/shared/assets/labels.json index 404bbc64fb31..5d7ddbbb28c0 100644 --- a/tests/python/shared/assets/labels.json +++ b/tests/python/shared/assets/labels.json @@ -701,7 +701,18 @@ "type": "any" }, { - "attributes": [], + "attributes": [ + { + "default_value": "false", + "id": 13, + "input_type": "checkbox", + "mutable": false, + "name": "a1", + "values": [ + "false" + ] + } + ], "color": "#406040", "has_parent": false, "id": 64, diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json index 48bc36d5a09e..b683e8ba7f6e 100644 --- a/tests/python/shared/assets/quality_conflicts.json +++ b/tests/python/shared/assets/quality_conflicts.json @@ -1,5 +1,5 @@ { - "count": 17, + "count": 37, "next": null, "previous": null, "results": [ @@ -7,12 +7,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 581, + "obj_id": 664, "type": "rectangle" }, { "job_id": 28, - "obj_id": 550, + "obj_id": 624, "type": "rectangle" } ], @@ -26,17 +26,55 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 584, + "obj_id": 638, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 607, + "type": "rectangle" + } + ], + "frame": 0, + "id": 2, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 661, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 608, + "type": "points" + } + ], + "frame": 0, + "id": 3, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 641, "type": "polygon" }, { "job_id": 28, - "obj_id": 547, + "obj_id": 604, "type": "polygon" } ], "frame": 0, - "id": 2, + "id": 4, "importance": "warning", "report_id": 2, "type": "low_overlap" @@ -45,17 +83,17 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 583, + "obj_id": 640, "type": "polyline" }, { "job_id": 28, - "obj_id": 548, + "obj_id": 605, "type": "polyline" } ], "frame": 0, - "id": 3, + "id": 5, "importance": "warning", "report_id": 2, "type": "low_overlap" @@ -64,12 +102,101 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 587, + "obj_id": 665, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 625, + "type": "points" + } + ], + "frame": 0, + "id": 6, + "importance": "warning", + "report_id": 2, + "type": "low_overlap" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 613, "type": "rectangle" } ], "frame": 0, - "id": 4, + "id": 7, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 627, + "type": "points" + } + ], + "frame": 0, + "id": 8, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 628, + "type": "points" + } + ], + "frame": 0, + "id": 9, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 644, + "type": "rectangle" + } + ], + "frame": 0, + "id": 10, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 660, + "type": "rectangle" + } + ], + "frame": 0, + "id": 11, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 666, + "type": "points" + } + ], + "frame": 0, + "id": 12, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -78,12 +205,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 601, + "obj_id": 658, "type": "polygon" } ], "frame": 0, - "id": 5, + "id": 13, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -92,12 +219,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 602, + "obj_id": 668, "type": "polygon" } ], "frame": 0, - "id": 6, + "id": 14, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -106,12 +233,40 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 582, + "obj_id": 659, + "type": "polygon" + } + ], + "frame": 0, + "id": 15, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 669, + "type": "ellipse" + } + ], + "frame": 0, + "id": 16, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 637, "type": "polyline" } ], "frame": 0, - "id": 7, + "id": 17, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -120,12 +275,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 580, + "obj_id": 639, "type": "polyline" } ], "frame": 0, - "id": 8, + "id": 18, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -134,17 +289,69 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 585, + "obj_id": 667, + "type": "polyline" + } + ], + "frame": 0, + "id": 19, + "importance": "error", + "report_id": 2, + "type": "extra_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 662, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 629, + "type": "points" + } + ], + "frame": 0, + "id": 20, + "importance": "error", + "report_id": 2, + "type": "mismatching_label" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 665, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 625, + "type": "points" + } + ], + "frame": 0, + "id": 21, + "importance": "error", + "report_id": 2, + "type": "mismatching_label" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 642, "type": "mask" }, { "job_id": 28, - "obj_id": 546, + "obj_id": 603, "type": "polygon" } ], "frame": 0, - "id": 9, + "id": 22, "importance": "error", "report_id": 2, "type": "mismatching_label" @@ -153,17 +360,17 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 583, + "obj_id": 640, "type": "polyline" }, { "job_id": 28, - "obj_id": 548, + "obj_id": 605, "type": "polyline" } ], "frame": 0, - "id": 10, + "id": 23, "importance": "warning", "report_id": 2, "type": "mismatching_direction" @@ -172,26 +379,159 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 585, + "obj_id": 642, "type": "mask" } ], "frame": 0, - "id": 11, + "id": 24, "importance": "warning", "report_id": 2, "type": "covered_annotation" }, { "annotation_ids": [ + { + "job_id": 27, + "obj_id": 671, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 670, + "type": "rectangle" + } + ], + "frame": 0, + "id": 25, + "importance": "warning", + "report_id": 2, + "type": "mismatching_attributes" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 652, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 611, + "type": "rectangle" + } + ], + "frame": 0, + "id": 26, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 656, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 612, + "type": "rectangle" + } + ], + "frame": 0, + "id": 27, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 646, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 620, + "type": "rectangle" + } + ], + "frame": 0, + "id": 28, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 649, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 617, + "type": "rectangle" + } + ], + "frame": 0, + "id": 29, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 650, + "type": "rectangle" + }, { "job_id": 28, - "obj_id": 579, + "obj_id": 610, + "type": "rectangle" + } + ], + "frame": 0, + "id": 30, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 27, + "obj_id": 651, + "type": "rectangle" + }, + { + "job_id": 28, + "obj_id": 609, + "type": "rectangle" + } + ], + "frame": 0, + "id": 31, + "importance": "warning", + "report_id": 2, + "type": "mismatching_groups" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 636, "type": "rectangle" } ], "frame": 1, - "id": 12, + "id": 32, "importance": "error", "report_id": 2, "type": "missing_annotation" @@ -200,12 +540,12 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 577, + "obj_id": 634, "type": "points" } ], "frame": 1, - "id": 13, + "id": 33, "importance": "error", "report_id": 2, "type": "missing_annotation" @@ -214,12 +554,12 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 573, + "obj_id": 630, "type": "polygon" } ], "frame": 1, - "id": 14, + "id": 34, "importance": "error", "report_id": 2, "type": "missing_annotation" @@ -228,12 +568,12 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 576, + "obj_id": 633, "type": "mask" } ], "frame": 1, - "id": 15, + "id": 35, "importance": "error", "report_id": 2, "type": "missing_annotation" @@ -242,12 +582,12 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 574, + "obj_id": 631, "type": "ellipse" } ], "frame": 1, - "id": 16, + "id": 36, "importance": "error", "report_id": 2, "type": "missing_annotation" @@ -256,12 +596,12 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 578, + "obj_id": 635, "type": "polyline" } ], "frame": 1, - "id": 17, + "id": 37, "importance": "error", "report_id": 2, "type": "missing_annotation" diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index 9770027c3059..365f766065ba 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -4,8 +4,8 @@ "previous": null, "results": [ { - "created_date": "2023-05-18T18:19:52.294000Z", - "gt_last_updated": "2023-04-14T15:03:25.984000Z", + "created_date": "2023-05-23T14:49:50.920000Z", + "gt_last_updated": "2023-05-23T14:44:02.697000Z", "id": 1, "job_id": null, "parameters": { @@ -13,30 +13,32 @@ }, "parent_id": null, "summary": { - "conflict_count": 17, + "conflict_count": 37, "conflicts_by_type": { "covered_annotation": 1, - "extra_annotation": 5, - "low_overlap": 3, + "extra_annotation": 10, + "low_overlap": 6, + "mismatching_attributes": 1, "mismatching_direction": 1, - "mismatching_label": 1, - "missing_annotation": 6 + "mismatching_groups": 6, + "mismatching_label": 3, + "missing_annotation": 9 }, - "ds_count": 13, - "error_count": 12, + "ds_count": 35, + "error_count": 22, "frame_count": 4, "frame_share_percent": 0.36363636363636365, - "gt_count": 14, - "valid_count": 7, - "warning_count": 5 + "gt_count": 34, + "valid_count": 22, + "warning_count": 15 }, "target": "task", - "target_last_updated": "2023-04-14T15:03:25.969000Z", + "target_last_updated": "2023-05-23T14:45:08.348000Z", "task_id": 22 }, { - "created_date": "2023-05-18T18:19:52.298000Z", - "gt_last_updated": "2023-04-14T15:03:25.984000Z", + "created_date": "2023-05-23T14:49:50.924000Z", + "gt_last_updated": "2023-05-23T14:44:02.697000Z", "id": 2, "job_id": 27, "parameters": { @@ -44,25 +46,27 @@ }, "parent_id": 1, "summary": { - "conflict_count": 17, + "conflict_count": 37, "conflicts_by_type": { "covered_annotation": 1, - "extra_annotation": 5, - "low_overlap": 3, + "extra_annotation": 10, + "low_overlap": 6, + "mismatching_attributes": 1, "mismatching_direction": 1, - "mismatching_label": 1, - "missing_annotation": 6 + "mismatching_groups": 6, + "mismatching_label": 3, + "missing_annotation": 9 }, - "ds_count": 13, - "error_count": 12, + "ds_count": 35, + "error_count": 22, "frame_count": 4, "frame_share_percent": 0.36363636363636365, - "gt_count": 14, - "valid_count": 7, - "warning_count": 5 + "gt_count": 34, + "valid_count": 22, + "warning_count": 15 }, "target": "job", - "target_last_updated": "2023-04-14T14:58:50.944000Z", + "target_last_updated": "2023-05-23T14:45:08.385000Z", "task_id": null } ] diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index fcc9c09c7d05..28e64863c9af 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -15,7 +15,7 @@ "id": 22, "image_quality": 70, "jobs": { - "completed": 0, + "completed": 1, "count": 2, "url": "http://localhost:8080/api/jobs?task_id=22" }, @@ -42,7 +42,7 @@ "status": "annotation", "subset": "", "target_storage": null, - "updated_date": "2023-04-14T15:03:25.969000Z", + "updated_date": "2023-05-23T14:45:08.348000Z", "url": "http://localhost:8080/api/tasks/22" }, { From 6aa931f1bb411fc05a9ef7eec276ea9cd0b13203 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 24 May 2023 14:13:42 +0300 Subject: [PATCH 176/257] Extend job result ttl, remove debug endpoint --- cvat/apps/quality_control/quality_reports.py | 5 +-- cvat/apps/quality_control/views.py | 10 ------ cvat/schema.yml | 37 -------------------- 3 files changed, 3 insertions(+), 49 deletions(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 2f6a454bfd3f..fb9175ac3fd5 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2032,6 +2032,7 @@ def generate_report(self) -> ComparisonReport: class QualityReportUpdateManager: _QUEUE_JOB_PREFIX = "update-quality-metrics-task-" _RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE = 'custom_quality_check' + _JOB_RESULT_TTL = 120 @classmethod def _get_quality_check_job_delay(cls) -> timedelta: @@ -2173,8 +2174,8 @@ def schedule_quality_check_job(self, task: Task, *, user_id: int) -> str: 'user_id': user_id, 'job_type': self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE }, - result_ttl=60, - failure_ttl=60, + result_ttl=self._JOB_RESULT_TTL, + failure_ttl=self._JOB_RESULT_TTL, ) return rq_id diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index a2feacbf55b1..9a4679927b90 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -278,16 +278,6 @@ def data(self, request, pk): json_report = qc.prepare_report_for_downloading(report, host=get_server_url(request)) return HttpResponse(json_report.encode()) - # TODO: remove - @extend_schema(parameters=[ - OpenApiParameter('task_id', type=OpenApiTypes.INT) - ]) - @action(detail=False, methods=['GET'], url_path='debug', serializer_class=None) - @silk_profile() - def debug(self, request): - qc.QualityReportUpdateManager._check_task_quality(task_id=request.GET.get('task_id')) - return HttpResponse({}) - @extend_schema(tags=["quality"]) @extend_schema_view( diff --git a/cvat/schema.yml b/cvat/schema.yml index d538deb397de..2d50b76557ce 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -4518,43 +4518,6 @@ paths: type: object additionalProperties: {} description: '' - /api/quality/reports/debug: - get: - operationId: quality_retrieve_reports_debug - parameters: - - in: header - name: X-Organization - schema: - type: string - - in: query - name: org - schema: - type: string - description: Organization unique slug - - in: query - name: org_id - schema: - type: integer - description: Organization identifier - - in: query - name: task_id - schema: - type: integer - tags: - - quality - security: - - sessionAuth: [] - csrfAuth: [] - tokenAuth: [] - - signatureAuth: [] - - basicAuth: [] - responses: - '200': - content: - application/vnd.cvat+json: - schema: - $ref: '#/components/schemas/QualityReport' - description: '' /api/quality/settings/{id}: get: operationId: quality_retrieve_settings From 9be819cad78fd479eeffa798100ad1ad0c7981c7 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 24 May 2023 14:14:22 +0300 Subject: [PATCH 177/257] Remove comparison script --- compare_datasets.py | 1744 ------------------------------------------- 1 file changed, 1744 deletions(-) delete mode 100644 compare_datasets.py diff --git a/compare_datasets.py b/compare_datasets.py deleted file mode 100644 index a41d18e0bb51..000000000000 --- a/compare_datasets.py +++ /dev/null @@ -1,1744 +0,0 @@ -# Copyright (C) 2023 CVAT.ai Corporation -# -# SPDX-License-Identifier: MIT - -import argparse -import itertools -import json -import os.path as osp -import sys -from collections import OrderedDict -from enum import Enum -from glob import glob -from typing import Any, Callable, Dict, List, Optional, Sequence, cast - -import datumaro as dm -import numpy as np -from attrs import asdict, define -from datumaro.components.extractor import DEFAULT_SUBSET_NAME -from datumaro.util.image import Image -from defusedxml import ElementTree -# from scipy.stats import gmean - - -class CvatPath: - IMAGES_DIR = "images" - - MEDIA_EXTS = (".jpg", ".jpeg", ".png") - - BUILTIN_ATTRS = {"occluded", "outside", "keyframe", "track_id"} - - -class CvatExtractor(dm.Extractor): - _SUPPORTED_SHAPES = ("box", "polygon", "polyline", "points", "skeleton") - - def __init__(self, path, subsets=None): - assert osp.isfile(path), path - rootpath = osp.dirname(path) - images_dir = "" - if osp.isdir(osp.join(rootpath, CvatPath.IMAGES_DIR)): - images_dir = osp.join(rootpath, CvatPath.IMAGES_DIR) - self._images_dir = images_dir - self._path = path - - if not subsets: - subsets = self._get_subsets_from_anno(path) - self._subsets = subsets - super().__init__(subsets=self._subsets) - - image_items = self._parse_images(images_dir, self._subsets) - items, categories = self._parse(path) - self._items = list(self._load_items(items, image_items).values()) - self._categories = categories - - def categories(self): - return self._categories - - def __iter__(self): - yield from self._items - - def __len__(self): - return len(self._items) - - def get(self, _id, subset=DEFAULT_SUBSET_NAME): - assert subset in self._subsets, "{} not in {}".format( - subset, ", ".join(self._subsets) - ) - return super().get(_id, subset) - - @staticmethod - def _get_subsets_from_anno(path): - context = ElementTree.iterparse(path, events=("start", "end")) - context = iter(context) - - for ev, el in context: - if ev == "start": - if el.tag == "subsets": - if el.text is not None: - subsets = el.text.split("\n") - return subsets - if ev == "end": - if el.tag == "meta": - return [DEFAULT_SUBSET_NAME] - el.clear() - return [DEFAULT_SUBSET_NAME] - - @staticmethod - def _parse_images(image_dir, subsets): - items = OrderedDict() - - def parse_image_dir(image_dir, subset): - for file in sorted(glob(image_dir), key=osp.basename): - name, ext = osp.splitext(osp.basename(file)) - if ext.lower() in CvatPath.MEDIA_EXTS: - items[(subset, name)] = dm.DatasetItem( - id=name, - annotations=[], - image=Image(path=file), - subset=subset or DEFAULT_SUBSET_NAME, - ) - - if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir( - osp.join(image_dir, DEFAULT_SUBSET_NAME) - ): - parse_image_dir(osp.join(image_dir, "*.*"), None) - else: - for subset in subsets: - parse_image_dir(osp.join(image_dir, subset, "*.*"), subset) - return items - - @classmethod - def _parse(cls, path): - context = ElementTree.iterparse(path, events=("start", "end")) - context = iter(context) - - categories, tasks_info, attribute_types = cls._parse_meta(context) - - items = OrderedDict() - - track = None - track_shapes = None - track_elements = None - shape = None - shape_element = None - tag = None - attributes = None - element_attributes = None - image = None - subset = None - for ev, el in context: - if ev == "start": - if el.tag == "track": - frame_size = ( - tasks_info[int(el.attrib.get("task_id"))]["frame_size"] - if el.attrib.get("task_id") - else tuple(tasks_info.values())[0]["frame_size"] - ) - track = { - "id": el.attrib["id"], - "label": el.attrib.get("label"), - "group": int(el.attrib.get("group_id", 0)), - "height": frame_size[0], - "width": frame_size[1], - } - subset = el.attrib.get("subset") - track_shapes = {} - elif el.tag == "image": - image = { - "name": el.attrib.get("name"), - "frame": el.attrib["id"], - "width": el.attrib.get("width"), - "height": el.attrib.get("height"), - } - subset = el.attrib.get("subset") - elif el.tag in cls._SUPPORTED_SHAPES and (track or image): - if shape and shape["type"] == "skeleton": - element_attributes = {} - shape_element = { - "type": "rectangle" if el.tag == "box" else el.tag, - "attributes": element_attributes, - } - if track: - shape_element.update(track) - else: - shape_element.update(image) - else: - attributes = {} - shape = { - "type": "rectangle" if el.tag == "box" else el.tag, - "attributes": attributes, - } - shape["elements"] = [] - if track: - shape.update(track) - shape["track_id"] = int(track["id"]) - shape["frame"] = el.attrib["frame"] - track_elements = [] - if image: - shape.update(image) - elif el.tag == "tag" and image: - attributes = {} - tag = { - "frame": image["frame"], - "attributes": attributes, - "group": int(el.attrib.get("group_id", 0)), - "label": el.attrib["label"], - } - subset = el.attrib.get("subset") - elif ev == "end": - if ( - el.tag == "attribute" - and element_attributes is not None - and shape_element is not None - ): - attr_value = el.text or "" - attr_type = attribute_types.get(el.attrib["name"]) - if el.text in ["true", "false"]: - attr_value = attr_value == "true" - elif attr_type is not None and attr_type != "text": - try: - attr_value = float(attr_value) - except ValueError: - pass - element_attributes[el.attrib["name"]] = attr_value - - if ( - el.tag == "attribute" - and attributes is not None - and shape_element is None - ): - attr_value = el.text or "" - attr_type = attribute_types.get(el.attrib["name"]) - if el.text in ["true", "false"]: - attr_value = attr_value == "true" - elif attr_type is not None and attr_type != "text": - try: - attr_value = float(attr_value) - except ValueError: - pass - attributes[el.attrib["name"]] = attr_value - - elif ( - el.tag in cls._SUPPORTED_SHAPES - and shape["type"] == "skeleton" - and el.tag != "skeleton" - ): - shape_element["label"] = el.attrib.get("label") - shape_element["group"] = int(el.attrib.get("group_id", 0)) - - shape_element["type"] = el.tag - shape_element["z_order"] = int(el.attrib.get("z_order", 0)) - - if el.tag == "box": - shape_element["points"] = list( - map( - float, - [ - el.attrib["xtl"], - el.attrib["ytl"], - el.attrib["xbr"], - el.attrib["ybr"], - ], - ) - ) - else: - shape_element["points"] = [] - for pair in el.attrib["points"].split(";"): - shape_element["points"].extend(map(float, pair.split(","))) - - if el.tag == "points" and el.attrib.get("occluded") == "1": - shape_element["visibility"] = [dm.Points.Visibility.hidden] * ( - len(shape_element["points"]) // 2 - ) - else: - shape_element["occluded"] = el.attrib.get("occluded") == "1" - - if el.tag == "points" and el.attrib.get("outside") == "1": - shape_element["visibility"] = [dm.Points.Visibility.absent] * ( - len(shape_element["points"]) // 2 - ) - else: - shape_element["outside"] = el.attrib.get("outside") == "1" - - if track: - shape_element["keyframe"] = el.attrib.get("keyframe") == "1" - track_elements.append(shape_element) - else: - shape["elements"].append(shape_element) - shape_element = None - - elif el.tag in cls._SUPPORTED_SHAPES: - if track is not None: - shape["frame"] = el.attrib["frame"] - shape["outside"] = el.attrib.get("outside") == "1" - shape["keyframe"] = el.attrib.get("keyframe") == "1" - if image is not None: - shape["label"] = el.attrib.get("label") - shape["group"] = int(el.attrib.get("group_id", 0)) - - shape["type"] = el.tag - shape["occluded"] = el.attrib.get("occluded") == "1" - shape["z_order"] = int(el.attrib.get("z_order", 0)) - shape["rotation"] = float(el.attrib.get("rotation", 0)) - - if el.tag == "box": - shape["points"] = list( - map( - float, - [ - el.attrib["xtl"], - el.attrib["ytl"], - el.attrib["xbr"], - el.attrib["ybr"], - ], - ) - ) - elif el.tag == "skeleton": - shape["points"] = [] - else: - shape["points"] = [] - for pair in el.attrib["points"].split(";"): - shape["points"].extend(map(float, pair.split(","))) - - if track: - if shape["type"] == "skeleton" and track_elements: - shape["keyframe"] = True - track_shapes[shape["frame"]] = shape - track_shapes[shape["frame"]]["elements"] = track_elements - track_elements = None - elif shape["type"] != "skeleton": - track_shapes[shape["frame"]] = shape - else: - frame_desc = items.get( - (subset, shape["frame"]), {"annotations": []} - ) - frame_desc["annotations"].append( - cls._parse_shape_ann(shape, categories) - ) - items[(subset, shape["frame"])] = frame_desc - - shape = None - - elif el.tag == "tag": - frame_desc = items.get((subset, tag["frame"]), {"annotations": []}) - frame_desc["annotations"].append( - cls._parse_tag_ann(tag, categories) - ) - items[(subset, tag["frame"])] = frame_desc - tag = None - elif el.tag == "track": - for track_shape in track_shapes.values(): - frame_desc = items.get( - (subset, track_shape["frame"]), {"annotations": []} - ) - frame_desc["annotations"].append( - cls._parse_shape_ann(track_shape, categories) - ) - items[(subset, track_shape["frame"])] = frame_desc - track = None - elif el.tag == "image": - frame_desc = items.get( - (subset, image["frame"]), {"annotations": []} - ) - frame_desc.update( - { - "name": image.get("name"), - "height": image.get("height"), - "width": image.get("width"), - "subset": subset, - } - ) - items[(subset, image["frame"])] = frame_desc - image = None - el.clear() - - return items, categories - - @staticmethod - def _parse_meta(context): - ev, el = next(context) - if not (ev == "start" and el.tag == "annotations"): - raise Exception("Unexpected token ") - - categories = {} - - tasks_info = {} - frame_size = [None, None] - task_id = None - mode = None - labels = OrderedDict() - label = None - - # Recursive descent parser - el = None - states = ["annotations"] - - def accepted(expected_state, tag, next_state=None): - state = states[-1] - if state == expected_state and el is not None and el.tag == tag: - if not next_state: - next_state = tag - states.append(next_state) - return True - return False - - def consumed(expected_state, tag): - state = states[-1] - if state == expected_state and el is not None and el.tag == tag: - states.pop() - return True - return False - - for ev, el in context: - if ev == "start": - if accepted("annotations", "meta"): - pass - elif accepted("meta", "task"): - pass - elif accepted("meta", "project"): - pass - elif accepted("project", "tasks"): - pass - elif accepted("tasks", "task"): - pass - elif accepted("task", "id", next_state="task_id"): - pass - elif accepted("task", "segment"): - pass - elif accepted("task", "mode"): - pass - elif accepted("task", "original_size"): - pass - elif accepted("original_size", "height", next_state="frame_height"): - pass - elif accepted("original_size", "width", next_state="frame_width"): - pass - elif accepted("task", "labels"): - pass - elif accepted("project", "labels"): - pass - elif accepted("labels", "label"): - label = {"name": None, "attributes": [], "parent": None} - elif accepted("label", "name", next_state="label_name"): - pass - elif accepted("label", "attributes"): - pass - elif accepted("label", "parent", next_state="label_parent"): - pass - elif accepted("attributes", "attribute"): - pass - elif accepted("attribute", "name", next_state="attr_name"): - pass - elif accepted("attribute", "input_type", next_state="attr_type"): - pass - elif ( - accepted("annotations", "image") - or accepted("annotations", "track") - or accepted("annotations", "tag") - ): - break - else: - pass - elif ev == "end": - if consumed("meta", "meta"): - break - elif consumed("project", "project"): - pass - elif consumed("tasks", "tasks"): - pass - elif consumed("task", "task"): - tasks_info[task_id] = { - "frame_size": frame_size, - "mode": mode, - } - frame_size = [None, None] - mode = None - elif consumed("task_id", "id"): - task_id = int(el.text) - elif consumed("segment", "segment"): - pass - elif consumed("mode", "mode"): - mode = el.text - elif consumed("original_size", "original_size"): - pass - elif consumed("frame_height", "height"): - frame_size[0] = int(el.text) - elif consumed("frame_width", "width"): - frame_size[1] = int(el.text) - elif consumed("label_name", "name"): - label["name"] = el.text - elif consumed("attr_name", "name"): - label["attributes"].append({"name": el.text}) - elif consumed("attr_type", "input_type"): - label["attributes"][-1]["input_type"] = el.text - elif consumed("attribute", "attribute"): - pass - elif consumed("attributes", "attributes"): - pass - elif consumed("label", "label"): - labels[label["name"]] = { - "attributes": label["attributes"], - "parent": label["parent"], - } - label = None - elif consumed("label_parent", "parent"): - label["parent"] = el.text - elif consumed("labels", "labels"): - pass - else: - pass - - assert len(states) == 1 and states[0] == "annotations", ( - "Expected 'meta' section in the annotation file, path: %s" % states - ) - - common_attrs = ["occluded"] - if "interpolation" in map(lambda t: t["mode"], tasks_info.values()): - common_attrs.append("keyframe") - common_attrs.append("outside") - common_attrs.append("track_id") - - label_cat = dm.LabelCategories(attributes=common_attrs) - attribute_types = {} - for label, params in labels.items(): - attrs = {v["name"]: v for v in params["attributes"]} - parent = params["parent"] - if parent and parent not in labels: - raise ValueError( - f"Label's '{label}' parent label '{parent}' is not found" - ) - - label_cat.add(label, attributes=set(attrs), parent=parent) - for attr_name, attr_params in attrs.items(): - attribute_types[attr_name] = attr_params["input_type"] - - categories[dm.AnnotationType.label] = label_cat - return categories, tasks_info, attribute_types - - @classmethod - def _parse_shape_ann(cls, ann, categories, *, parent_label: str = None): - ann_id = ann.get("id", 0) - ann_type = ann["type"] - - attributes = ann.get("attributes") or {} - if "occluded" in categories[dm.AnnotationType.label].attributes: - attributes["occluded"] = ann.get("occluded", False) - if "outside" in ann: - attributes["outside"] = ann["outside"] - if "keyframe" in ann: - attributes["keyframe"] = ann["keyframe"] - if "track_id" in ann: - attributes["track_id"] = ann["track_id"] - if "rotation" in ann: - attributes["rotation"] = ann["rotation"] - - group = ann.get("group") - - label = ann.get("label") - label_id = categories[dm.AnnotationType.label].find( - label, parent=parent_label or "" - )[0] - if label_id is None: - raise ValueError( - f"Annotation id {ann_id} ({ann_type}): " - f"unknown label {label} (parent {parent_label})" - ) - - z_order = ann.get("z_order", 0) - points = ann.get("points", []) - - if ann_type == "polyline": - return dm.PolyLine( - points, - label=label_id, - z_order=z_order, - id=ann_id, - attributes=attributes, - group=group, - ) - - elif ann_type == "polygon": - return dm.Polygon( - points, - label=label_id, - z_order=z_order, - id=ann_id, - attributes=attributes, - group=group, - ) - - elif ann_type == "points": - visibility = ann.get("visibility", None) - return dm.Points( - points, - visibility, - label=label_id, - z_order=z_order, - id=ann_id, - attributes=attributes, - group=group, - ) - - elif ann_type == "box": - x, y = points[0], points[1] - w, h = points[2] - x, points[3] - y - return dm.Bbox( - x, - y, - w, - h, - label=label_id, - z_order=z_order, - id=ann_id, - attributes=attributes, - group=group, - ) - - elif ann_type == "skeleton": - elements = [] - for element in ann.get("elements", []): - elements.append( - cls._parse_shape_ann( - element, categories, parent_label=ann.get("label") - ) - ) - - return dm.Skeleton( - elements, - label=label_id, - z_order=z_order, - id=ann_id, - attributes=attributes, - group=group, - ) - - else: - raise NotImplementedError("Unknown annotation type '%s'" % ann_type) - - @classmethod - def _parse_tag_ann(cls, ann, categories): - label = ann.get("label") - label_id = categories[dm.AnnotationType.label].find(label)[0] - group = ann.get("group") - attributes = ann.get("attributes") - return dm.Label(label_id, attributes=attributes, group=group) - - def _load_items(self, parsed, image_items): - for (subset, frame_id), item_desc in parsed.items(): - name = item_desc.get("name", "frame_%06d.PNG" % int(frame_id)) - image = ( - osp.join(self._images_dir, subset, name) - if subset - else osp.join(self._images_dir, name) - ) - image_size = (item_desc.get("height"), item_desc.get("width")) - if all(image_size): - image = Image(path=image, size=tuple(map(int, image_size))) - di = image_items.get( - (subset, osp.splitext(name)[0]), - dm.DatasetItem( - id=name, - annotations=[], - ), - ) - di.subset = subset or DEFAULT_SUBSET_NAME - di.annotations = item_desc.get("annotations") - di.attributes = {"frame": int(frame_id)} - di.media = image if isinstance(image, Image) else di.media - image_items[(subset, osp.splitext(name)[0])] = di - return image_items - - -dm_env = dm.Environment() -dm_env.extractors.register("cvat", CvatExtractor) - - -class CvatImporter(dm.Importer): - @classmethod - def find_sources(cls, path): - return cls._find_sources_recursive(path, ".xml", "cvat") - - -dm_env.importers.register("cvat", CvatImporter) - - -class AnnotationConflictType(str, Enum): - MISSING_ANNOTATION = "missing_annotation" - EXTRA_ANNOTATION = "extra_annotation" - MISMATCHING_ANNOTATION = "mismatching_annotation" - - def __str__(self) -> str: - return self.value - - -class MismatchingAnnotationKind(str, Enum): - ATTRIBUTE = "attribute" - LABEL = "label" - - def __str__(self) -> str: - return self.value - - -@define(kw_only=True) -class AnnotationId: - # TODO: think if uuids can be provided - source: str - id: int - type: str - - def to_dict(self) -> dict: - return asdict(self) - - -@define(kw_only=True) -class AnnotationConflict: - frame_id: int - type: AnnotationConflictType - data: Dict[str, Any] - - def to_dict(self) -> dict: - return asdict(self) - - -@define(kw_only=True) -class AnnotationConflictsReport: - included_annotation_types: List[str] - ignored_attributes: List[str] - mean_accuracy: float - mean_annotation_accuracy: float - mean_attribute_accuracy: float - error_count: int - annotation_errors_count: int - attribute_errors_count: int - mean_error_count: float - estimated_dataset_error_count: int - estimated_dataset_invalid_annotations_count: int - estimated_dataset_invalid_attributes_count: int - ds_comparable_annotations_count: int - ds_annotations_count: int - ds_total_annotations_count: int - ds_attributes_count: int - intersection_gt_annotations_count: int - intersection_frame_count: int - intersection_frame_share: float - intersection_frames: List[str] - frame_results: Dict[str, Any] - - def to_dict(self) -> dict: - return asdict(self) - - -def OKS(a, b, sigma=None, bbox=None, scale=None, visibility=None): - """ - Object Keypoint Similarity metric. - https://cocodataset.org/#keypoints-eval - """ - - p1 = np.array(a.points).reshape((-1, 2)) - p2 = np.array(b.points).reshape((-1, 2)) - if len(p1) != len(p2): - return 0 - - if visibility is None: - visibility = np.ones(len(p1)) - else: - visibility = np.asarray(visibility, dtype=float) - - if not sigma: - sigma = 0.1 - else: - assert len(sigma) == len(p1) - - if not scale: - if bbox is None: - bbox = dm.ops.mean_bbox([a, b]) - scale = bbox[2] * bbox[3] - - dists = np.linalg.norm(p1 - p2, axis=1) - return np.sum( - visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2)) - ) / np.sum(visibility) - - -@define(kw_only=True) -class _PointsMatcher(dm.ops.PointsMatcher): - def distance(self, a, b): - a_bbox = self.instance_map[id(a)][1] - b_bbox = self.instance_map[id(b)][1] - if dm.ops.bbox_iou(a_bbox, b_bbox) <= 0: - return 0 - bbox = dm.ops.mean_bbox([a_bbox, b_bbox]) - return OKS( - a, - b, - sigma=self.sigma, - bbox=bbox, - visibility=[v == dm.Points.Visibility.visible for v in a.visibility], - ) - - -def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray): - divisor = b_arr.copy() - divisor[b_arr == 0] = 1 - return a_arr / divisor - - -class _DistanceComparator(dm.ops.DistanceComparator): - def __init__( - self, - categories: dm.CategoriesInfo, - *, - included_ann_types: Optional[List[dm.AnnotationType]] = None, - return_distances: bool = False, - **kwargs, - ): - super().__init__(**kwargs) - self.categories = categories - self._skeleton_info = {} - self.included_ann_types = included_ann_types - self.return_distances = return_distances - - def _instance_bbox(self, instance_anns: Sequence[dm.Annotation]): - return dm.ops.max_bbox( - a.get_bbox() if isinstance(a, dm.Skeleton) else a - for a in instance_anns - if hasattr(a, 'get_bbox') - and not a.attributes.get('outside', False) - ) - - @staticmethod - def _get_ann_type(t, item): - return [ - a for a in item.annotations - if a.type == t - and not a.attributes.get('outside', False) - ] - - def _match_ann_type(self, t, *args): - if t not in self.included_ann_types: - return None - - # pylint: disable=no-value-for-parameter - if t == dm.AnnotationType.label: - return self.match_labels(*args) - elif t == dm.AnnotationType.bbox: - return self.match_boxes(*args) - elif t == dm.AnnotationType.polygon: - return self.match_polygons(*args) - elif t == dm.AnnotationType.mask: - return self.match_masks(*args) - elif t == dm.AnnotationType.points: - return self.match_points(*args) - elif t == dm.AnnotationType.skeleton: - return self.match_skeletons(*args) - elif t == dm.AnnotationType.polyline: - return self.match_lines(*args) - # pylint: enable=no-value-for-parameter - else: - return None - - def _match_segments(self, t, item_a, item_b, *, - distance: Callable = dm.ops.segment_iou - ): - a_objs = self._get_ann_type(t, item_a) - b_objs = self._get_ann_type(t, item_b) - if not a_objs and not b_objs: - return [], [], [], [] - - if self.return_distances: - distance, distances = self._make_memoizing_distance(distance) - - returned_values = dm.ops.match_segments(a_objs, b_objs, - distance=distance, dist_thresh=self.iou_threshold) - - if self.return_distances: - returned_values = returned_values + (distances, ) - - return returned_values - - def match_boxes(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.bbox, item_a, item_b) - - def match_polygons(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.polygon, item_a, item_b) - - def match_masks(self, item_a, item_b): - return self._match_segments(dm.AnnotationType.mask, item_a, item_b) - - def match_lines(self, item_a, item_b): - matcher = dm.ops.LineMatcher() - return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, - distance=matcher.distance) - - def match_points(self, item_a, item_b): - a_points = self._get_ann_type(dm.AnnotationType.points, item_a) - b_points = self._get_ann_type(dm.AnnotationType.points, item_b) - if not a_points and not b_points: - return [], [], [], [] - - instance_map = {} - for s in [item_a.annotations, item_b.annotations]: - s_instances = dm.ops.find_instances(s) - for instance_group in s_instances: - instance_bbox = self._instance_bbox(instance_group) - - for ann in instance_group: - instance_map[id(ann)] = [instance_group, instance_bbox] - matcher = _PointsMatcher(instance_map=instance_map) - - distance = matcher.distance - - if self.return_distances: - distance, distances = self._make_memoizing_distance(distance) - - returned_values = dm.ops.match_segments( - a_points, - b_points, - dist_thresh=self.iou_threshold, - distance=distance, - ) - - if self.return_distances: - returned_values = returned_values + (distances, ) - - return returned_values - - def _get_skeleton_info(self, skeleton_label_id: int): - label_cat = cast(dm.LabelCategories, self.categories[dm.AnnotationType.label]) - skeleton_info = self._skeleton_info.get(skeleton_label_id) - - if skeleton_info is None: - skeleton_label_name = label_cat[skeleton_label_id].name - - # Build a sorted list of sublabels to arrange skeleton points during comparison - skeleton_info = sorted( - idx - for idx, label in enumerate(label_cat) - if label.parent == skeleton_label_name - ) - self._skeleton_info[skeleton_label_id] = skeleton_info - - return skeleton_info - - def match_skeletons(self, item_a, item_b): - a_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_a) - b_skeletons = self._get_ann_type(dm.AnnotationType.skeleton, item_b) - if not a_skeletons and not b_skeletons: - return [], [], [], [] - - # Convert skeletons to point lists for comparison - # This is required to compute correct per-instance distance - # It is assumed that labels are the same in the datasets - skeleton_infos = {} - points_map = {} - skeleton_map = {} - a_points = [] - b_points = [] - for source, source_points in [(a_skeletons, a_points), (b_skeletons, b_points)]: - for skeleton in source: - skeleton_info = skeleton_infos.setdefault( - skeleton.label, self._get_skeleton_info(skeleton.label) - ) - - # Merge skeleton points into a single list - # The list is ordered by skeleton_info - skeleton_points = [ - next((p for p in skeleton.elements if p.label == sublabel), None) - for sublabel in skeleton_info - ] - - # Build a single Points object for further comparisons - merged_points = dm.Points( - points=list( - itertools.chain.from_iterable( - p.points if p else [0, 0] for p in skeleton_points - ) - ), - visibility=list( - itertools.chain.from_iterable( - p.visibility if p else [dm.Points.Visibility.absent] - for p in skeleton_points - ) - ), - label=skeleton.label - # no per-point attributes currently in CVAT - ) - - if all(v == dm.Points.Visibility.absent for v in merged_points.visibility): - # The whole skeleton is outside, exclude it - skeleton_map[id(skeleton)] = None - continue - - points_map[id(merged_points)] = skeleton - skeleton_map[id(skeleton)] = merged_points - source_points.append(merged_points) - - instance_map = {} - for source in [item_a.annotations, item_b.annotations]: - for instance_group in dm.ops.find_instances(source): - instance_bbox = self._instance_bbox(instance_group) - - instance_group = [ - skeleton_map[id(a)] if isinstance(a, dm.Skeleton) else a - for a in instance_group - if not isinstance(a, dm.Skeleton) or skeleton_map[id(a)] is not None - ] - for ann in instance_group: - instance_map[id(ann)] = [instance_group, instance_bbox] - - matcher = _PointsMatcher(instance_map=instance_map) - - distance = matcher.distance - - if self.return_distances: - distance, distances = self._make_memoizing_distance(distance) - - matched, mismatched, a_extra, b_extra = dm.ops.match_segments( - a_points, - b_points, - dist_thresh=self.iou_threshold, - distance=distance, - ) - - matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] - mismatched = [ - (points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched - ] - a_extra = [points_map[id(p_a)] for p_a in a_extra] - b_extra = [points_map[id(p_b)] for p_b in b_extra] - - # Map points back to skeletons - if self.return_distances: - for (p_a_id, p_b_id) in list(distances.keys()): - dist = distances.pop((p_a_id, p_b_id)) - distances[( - id(points_map[p_a_id]), - id(points_map[p_b_id]) - )] = dist - - returned_values = (matched, mismatched, a_extra, b_extra) - - if self.return_distances: - returned_values = returned_values + (distances, ) - - return returned_values - - @classmethod - def _make_memoizing_distance(cls, distance_function): - distances = {} - notfound = object() - - def memoizing_distance(a, b): - key = (id(a), id(b)) - dist = distances.get(key, notfound) - - if dist is notfound: - dist = distance_function(a, b) - distances[key] = dist - - return dist - - return memoizing_distance, distances - - -class _Comparator: - def __init__(self, categories: dm.CategoriesInfo): - self.ignored_attrs = [ - "track_id", # changes from task to task, can't be defined manually with the same name - "keyframe", # indicates the way annotation obtained, meaningless to compare - "z_order", # TODO: compare relative or 'visible' z_order - "group", # TODO: changes from task to task. But must be compared for existence - "rotation", # should be handled by other means - "outside", # should be handled by other means - ] - self.included_ann_types = [ - dm.AnnotationType.bbox, - dm.AnnotationType.mask, - dm.AnnotationType.points, - dm.AnnotationType.polygon, - dm.AnnotationType.polyline, - dm.AnnotationType.skeleton, - ] - self._annotation_comparator = _DistanceComparator( - categories, included_ann_types=self.included_ann_types, return_distances=True, - ) - - def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): - a_attrs = ann_a.attributes - b_attrs = ann_b.attributes - - keys_to_match = (a_attrs.keys() | b_attrs.keys()).difference(self.ignored_attrs) - - matches = [] - mismatches = [] - a_extra = [] - b_extra = [] - - notfound = object() - - for k in keys_to_match: - a_attr = a_attrs.get(k, notfound) - b_attr = b_attrs.get(k, notfound) - - if a_attr is notfound: - b_extra.append(k) - elif b_attr is notfound: - a_extra.append(k) - elif a_attr == b_attr: - matches.append(k) - else: - mismatches.append(k) - - return matches, mismatches, a_extra, b_extra - - def match_annotations(self, item_a, item_b): - return self._annotation_comparator.match_annotations(item_a, item_b) - - -class DatasetComparator: - def __init__(self, ds_dataset: dm.Dataset, gt_dataset: dm.Dataset) -> None: - self._ds_dataset = ds_dataset - self._gt_dataset = gt_dataset - self._comparator = _Comparator(gt_dataset.categories()) - - self._frame_results = {} - self._common_results = {"ds_annotations_count": 0} - self._ignored_frames = [] - - def _dm_ann_to_ann_id( - self, ann: dm.Annotation, item: dm.DatasetItem, dataset: dm.Dataset - ): - if dataset is self._ds_dataset: - source = "ds" - else: - source = "gt" - - ann_idx = item.annotations.index(ann) - - return AnnotationId(source=source, id=ann_idx, type=ann.type.name) - - def _find_gt_conflicts(self) -> List[AnnotationConflict]: - ds_job_dataset = self._ds_dataset - gt_job_dataset = self._gt_dataset - - for gt_item in gt_job_dataset: - ds_item = ds_job_dataset.get(gt_item.id) - if not ds_item: - continue # we need to compare only intersecting frames - - if gt_item.id in self._ignored_frames: - continue - - self._process_frame(ds_item, gt_item) - - def _process_frame(self, ds_item, gt_item): - frame_id = ds_item.id - frame_results = self._comparator.match_annotations(gt_item, ds_item) - self._frame_results.setdefault(frame_id, {}) - - self._generate_frame_annotation_conflicts( - frame_id, frame_results, ds_item, gt_item - ) - - def _generate_frame_annotation_conflicts( - self, - frame_id, - frame_results, - ds_item: dm.DatasetItem, - gt_item: dm.DatasetItem, - ) -> List[AnnotationConflict]: - conflicts = [] - - # TODO: try to use PDJ for per-keypoint results - # shape_confusion_matrix_labels = { - # t: t.name for t in self._comparator.included_ann_types - # } - # shape_confusion_matrix_labels[None] = 'unmatched' - # shape_confusion_matrix_labels_rmap = { k: i for i, k in enumerate(shape_confusion_matrix_labels.keys()) } - # shape_confusion_matrix_label_count = len(shape_confusion_matrix_labels) - # shape_confusion_matrix = np.zeros( - # (shape_confusion_matrix_label_count, shape_confusion_matrix_label_count), dtype=int - # ) - - merged_results = [[], [], [], [], {}] - for shape_type in self._comparator.included_ann_types: - for merged_field, field in zip(merged_results, frame_results[shape_type][:-1]): - merged_field.extend(field) - - merged_results[-1].update(frame_results[shape_type][-1]) - - # matches, mismatches, gt_unmatched, ds_unmatched = frame_results[shape_type][:4] - # for gt_ann, ds_ann in itertools.chain( - # matches, - # mismatches, - # zip(itertools.repeat(None), ds_unmatched), - # zip(gt_unmatched, itertools.repeat(None)) - # ): - # # TODO: separate keys and displayed labels - # ds_label_idx = shape_confusion_matrix_labels_rmap[ds_ann.type if ds_ann else ds_ann] - # gt_label_idx = shape_confusion_matrix_labels_rmap[gt_ann.type if gt_ann else gt_ann] - # shape_confusion_matrix[ds_label_idx][gt_label_idx] += 1 - - matches, mismatches, gt_unmatched, ds_unmatched, pairwise_distances = merged_results - - def _distance(gt_obj, ds_obj): - return pairwise_distances.get((id(gt_obj), id(ds_obj))) - - _matched_shapes = set( - id(shape) - for shape_pair in itertools.chain(matches, mismatches) - for shape in shape_pair - ) - def _find_best_unmatched_distance(shape): - this_shape_id = id(shape) - - this_shape_distances = [] - - for (gt_shape_id, ds_shape_id), dist in pairwise_distances.items(): - if gt_shape_id == this_shape_id: - other_shape_id = ds_shape_id - elif ds_shape_id == this_shape_id: - other_shape_id = gt_shape_id - else: - continue - - this_shape_distances.append((other_shape_id, dist)) - - matched_ann, distance = max(this_shape_distances, key=lambda v: v[1], default=(None, 0)) - return matched_ann, distance - - for unmatched_ann in gt_unmatched: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISSING_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - unmatched_ann, gt_item, self._gt_dataset - ) - ] - }, - ) - ) - - for unmatched_ann in ds_unmatched: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.EXTRA_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - unmatched_ann, ds_item, self._ds_dataset - ) - ] - }, - ) - ) - - for gt_ann, ds_ann in mismatches: - conflicts.append( - AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.MISMATCHING_ANNOTATION, - data={ - "annotation_ids": [ - self._dm_ann_to_ann_id( - ds_ann, ds_item, self._ds_dataset - ), - self._dm_ann_to_ann_id(gt_ann, gt_item, self._gt_dataset), - ], - "kind": MismatchingAnnotationKind.LABEL, - "expected": gt_ann.label, - "actual": ds_ann.label, - }, - ) - ) - - resulting_distances = [ - _distance(gt_ann, ds_ann) - for gt_ann, ds_ann in itertools.chain(matches, mismatches) - ] - - for unmatched_ann in itertools.chain(gt_unmatched, ds_unmatched): - matched_ann_id, distance = _find_best_unmatched_distance(unmatched_ann) - if matched_ann_id is not None: - _matched_shapes.add(matched_ann_id) - resulting_distances.append(distance) - - mean_iou = np.mean(resulting_distances) - - valid_shapes_count = len(matches) + len(mismatches) - missing_shapes_count = len(gt_unmatched) - extra_shapes_count = len(ds_unmatched) - total_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) + len(ds_unmatched) - ds_shapes_count = len(matches) + len(mismatches) + len(ds_unmatched) - gt_shapes_count = len(matches) + len(mismatches) + len(gt_unmatched) - - valid_labels_count = len(matches) - invalid_labels_count = len(mismatches) - total_labels_count = valid_labels_count + invalid_labels_count - - # matched_anns = [] - # mismatched_anns = [] - # valid_attributes_count = 0 - # invalid_attributes_count = 0 - # missing_attributes_count = 0 - # extra_attributes_count = 0 - # total_attributes_count = 0 - # ds_attributes_count = 0 - # gt_attributes_count = 0 - # for gt_ann, ds_ann in matches: - # # Datumaro wont match attributes - # ( - # attr_matches, - # attr_mismatches, - # attr_gt_extra, - # attr_ds_extra, - # ) = self._comparator.match_attrs(gt_ann, ds_ann) - - # for mismatched_attr in attr_mismatches: - # conflicts.append( - # AnnotationConflict( - # frame_id=frame_id, - # type=AnnotationConflictType.MISMATCHING_ANNOTATION, - # data={ - # "annotation_ids": [ - # self._dm_ann_to_ann_id( - # ds_ann, ds_item, self._ds_dataset - # ), - # self._dm_ann_to_ann_id( - # gt_ann, gt_item, self._gt_dataset - # ), - # ], - # "kind": MismatchingAnnotationKind.ATTRIBUTE, - # "attribute": mismatched_attr, - # "expected": gt_ann.attributes[mismatched_attr], - # "actual": ds_ann.attributes[mismatched_attr], - # }, - # ) - # ) - - # for extra_attr in attr_gt_extra: - # conflicts.append( - # AnnotationConflict( - # frame_id=frame_id, - # type=AnnotationConflictType.MISMATCHING_ANNOTATION, - # data={ - # "annotation_ids": [ - # self._dm_ann_to_ann_id( - # ds_ann, ds_item, self._ds_dataset - # ), - # self._dm_ann_to_ann_id( - # gt_ann, gt_item, self._gt_dataset - # ), - # ], - # "kind": MismatchingAnnotationKind.ATTRIBUTE, - # "attribute": mismatched_attr, - # "expected": gt_ann.attributes[extra_attr], - # "actual": None, - # }, - # ) - # ) - - # for extra_attr in attr_ds_extra: - # conflicts.append( - # AnnotationConflict( - # frame_id=frame_id, - # type=AnnotationConflictType.MISMATCHING_ANNOTATION, - # data={ - # "annotation_ids": [ - # self._dm_ann_to_ann_id( - # ds_ann, ds_item, self._ds_dataset - # ), - # self._dm_ann_to_ann_id( - # gt_ann, gt_item, self._gt_dataset - # ), - # ], - # "kind": MismatchingAnnotationKind.ATTRIBUTE, - # "attribute": mismatched_attr, - # "expected": None, - # "actual": ds_ann.attributes[extra_attr], - # }, - # ) - # ) - - # attrs_match = (0 == (len(attr_mismatches) + len(attr_gt_extra) + len(attr_ds_extra))) - # if attrs_match: - # matched_anns.append((gt_ann, ds_ann)) - # else: - # mismatched_anns.append((gt_ann, ds_ann)) - - # valid_attributes_count += len(attr_matches) - # invalid_attributes_count += len(attr_mismatches) - # missing_attributes_count += len(attr_gt_extra) - # extra_attributes_count += len(attr_ds_extra) - # total_attributes_count += ( - # len(attr_matches) - # + len(attr_mismatches) - # + len(attr_gt_extra) - # + len(attr_ds_extra) - # ) - # ds_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_ds_extra) - # gt_attributes_count += len(attr_matches) + len(attr_mismatches) + len(attr_gt_extra) - - - confusion_matrix_labels = { - i: label.name - for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) - if not label.parent - } - confusion_matrix_labels[None] = 'unmatched' - confusion_matrix_labels_rmap = { - k: i for i, k in enumerate(confusion_matrix_labels.keys()) - } - confusion_matrix_label_count = len(confusion_matrix_labels) - confusion_matrix = np.zeros( - (confusion_matrix_label_count, confusion_matrix_label_count), dtype=int - ) - for gt_ann, ds_ann in itertools.chain( - # fully matched annotations - shape, label, attributes - matches, - mismatches, - zip(itertools.repeat(None), ds_unmatched), - zip(gt_unmatched, itertools.repeat(None)), - ): - # TODO: separate keys and displayed labels - ds_label_idx = confusion_matrix_labels_rmap[ds_ann.label if ds_ann else ds_ann] - gt_label_idx = confusion_matrix_labels_rmap[gt_ann.label if gt_ann else gt_ann] - confusion_matrix[ds_label_idx, gt_label_idx] += 1 - - # matched_shape_counts = np.diag(shape_confusion_matrix) - # ds_shape_counts = np.sum(shape_confusion_matrix, axis=1) - # gt_shape_counts = np.sum(shape_confusion_matrix, axis=0) - # shape_accuracies = arr_div(matched_shape_counts, ds_shape_counts + gt_shape_counts - matched_shape_counts) - # shape_precisions = arr_div(matched_shape_counts, ds_shape_counts) - # shape_recalls = arr_div(matched_shape_counts, gt_shape_counts) - - matched_ann_counts = np.diag(confusion_matrix) - ds_ann_counts = np.sum(confusion_matrix, axis=1) - gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) - label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) - label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) - - valid_annotations_count = np.sum(matched_ann_counts) - missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) - extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) - total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - gt_annotations_count = np.sum(gt_ann_counts) - - self._frame_results.setdefault(frame_id, {}).update( - errors_count=len(conflicts), - annotations=dict( - valid_count=valid_annotations_count, - missing_count=missing_annotations_count, - extra_count=extra_annotations_count, - total_count=total_annotations_count, - ds_count=ds_annotations_count, - gt_count=gt_annotations_count, - accuracy=valid_annotations_count / (total_annotations_count or 1), - precision=valid_annotations_count / (ds_annotations_count or 1), - recall=valid_annotations_count / (gt_annotations_count or 1), - confusion_matrix=dict( - labels=list(confusion_matrix_labels.values()), - axes=dict( - cols='gt', - rows='ds' - ), - rows=confusion_matrix, - precision=label_precisions, - recall=label_recalls, - accuracy=label_accuracies, - ) - ), - annotation_element=dict( - shape=dict( - valid_count=valid_shapes_count, - missing_count=missing_shapes_count, - extra_count=extra_shapes_count, - total_count=total_shapes_count, - ds_count=ds_shapes_count, - gt_count=gt_shapes_count, - accuracy=valid_shapes_count / (total_shapes_count or 1), - mean_iou=mean_iou, - # TODO: add per type stats (OKS, PDJ, ...) - # shape_confusion_matrix=dict( - # labels=list(shape_confusion_matrix_labels.values()), - # axes=dict( - # cols='gt', - # rows='ds' - # ), - # rows=shape_confusion_matrix, - # precision=shape_precisions, - # recall=shape_recalls, - # accuracy=shape_accuracies, - # ) - ), - label=dict( - valid_count=valid_labels_count, - invalid_count=invalid_labels_count, - total_count=total_labels_count, - accuracy=valid_labels_count / (total_labels_count or 1), - ), - # TODO: add attribute confusion matrix and decouple it - # with the label and full confusion matrices - # attribute=dict( - # valid_count=valid_attributes_count, - # invalid_count=invalid_attributes_count, - # missing_count=missing_attributes_count, - # extra_count=extra_attributes_count, - # total_count=total_attributes_count, - # ds_count=ds_attributes_count, - # gt_count=gt_attributes_count, - # accuracy=valid_attributes_count / (total_attributes_count or 1), - # # TODO: add confusion matrix / per label stats - # ), - ), - errors=conflicts.copy(), - ) - - return conflicts - - def prepare_report(self) -> AnnotationConflictsReport: - self._find_gt_conflicts() - - def _get_nested_key(d, path): - for k in path: - d = d[k] - return d - - def _set_nested_key(d, path, value): - for k in path[:-1]: - d = d.setdefault(k, {}) - d[path[-1]] = value - return d - - full_ds_comparable_shapes_count = 0 - full_ds_comparable_attributes_count = 0 - for item in self._ds_dataset: - for ann in item.annotations: - if ann.type not in self._comparator.included_ann_types: - continue - - full_ds_comparable_attributes_count += len( - set(ann.attributes).difference(self._comparator.ignored_attrs) - ) - full_ds_comparable_shapes_count += 1 - - # accumulate stats - intersection_frames = [] - summary_stats = {} - mean_ious = [] - for frame_id, frame_result in self._frame_results.items(): - intersection_frames.append(frame_id) - - for path in [ - ["annotation_element", "shape", "valid_count"], - ["annotation_element", "shape", "missing_count"], - ["annotation_element", "shape", "extra_count"], - ["annotation_element", "shape", "total_count"], - ["annotation_element", "shape", "ds_count"], - ["annotation_element", "shape", "gt_count"], - # ["annotation_element", "shape", "shape_confusion_matrix", "rows"], - - ["annotation_element", "label", "valid_count"], - ["annotation_element", "label", "invalid_count"], - ["annotation_element", "label", "total_count"], - - # ["annotation_element", "attribute", "valid_count"], - # ["annotation_element", "attribute", "invalid_count"], - # ["annotation_element", "attribute", "missing_count"], - # ["annotation_element", "attribute", "extra_count"], - # ["annotation_element", "attribute", "total_count"], - # ["annotation_element", "attribute", "ds_count"], - # ["annotation_element", "attribute", "gt_count"], - - ["annotations", "confusion_matrix", "rows"], - ["errors_count"], - ]: - frame_value = _get_nested_key(frame_result, path) - try: - summary_value = _get_nested_key(summary_stats, path) - _set_nested_key(summary_stats, path, frame_value + summary_value) - except KeyError: - _set_nested_key(summary_stats, path, frame_value) - - mean_ious.append(frame_result["annotation_element"]["shape"]["mean_iou"]) - - # shape_confusion_matrix_labels = { - # t: t.name for t in self._comparator.included_ann_types - # } - # shape_confusion_matrix_labels[None] = 'unmatched' - # shape_confusion_matrix = _get_nested_key(summary_stats, ["annotation_element", "shape", "shape_confusion_matrix", "rows"]) - # matched_shape_counts = np.diag(shape_confusion_matrix) - # ds_shape_counts = np.sum(shape_confusion_matrix, axis=1) - # gt_shape_counts = np.sum(shape_confusion_matrix, axis=0) - # shape_accuracies = arr_div(matched_shape_counts, ds_shape_counts + gt_shape_counts - matched_shape_counts) - # shape_precisions = arr_div(matched_shape_counts, ds_shape_counts) - # shape_recalls = arr_div(matched_shape_counts, gt_shape_counts) - - confusion_matrix_labels = { - i: label.name - for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) - if not label.parent - } - confusion_matrix_labels[None] = 'unmatched' - confusion_matrix_labels_rmap = { - k: i for i, k in enumerate(confusion_matrix_labels.keys()) - } - confusion_matrix = _get_nested_key(summary_stats, ["annotations", "confusion_matrix", "rows"]) - matched_ann_counts = np.diag(confusion_matrix) - ds_ann_counts = np.sum(confusion_matrix, axis=1) - gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) - label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) - label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) - - valid_annotations_count = np.sum(matched_ann_counts) - missing_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) - extra_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) - total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - gt_annotations_count = np.sum(gt_ann_counts) - - mean_shape_accuracy = _get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]) or 1) - mean_label_accuracy = _get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]) or 1) - # mean_attribute_accuracy = _get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]) / (_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]) or 1) - # TODO: this parameter is questionable and is hard to understand - # mean_accuracy = gmean([mean_shape_accuracy, mean_label_accuracy, - # mean_attribute_accuracy - # ]) - - mean_error_count = summary_stats["errors_count"] / len(intersection_frames) - - return dict( - parameters=dict( - included_annotation_types=[t.name for t in self._comparator.included_ann_types], - # ignored_attributes=self._comparator.ignored_attrs, - iou_threshold=self._comparator._annotation_comparator.iou_threshold, - ), - - intersection_results=dict( - frame_count=len(intersection_frames), - frame_share_percent=len(intersection_frames) / len(self._ds_dataset), - frames=intersection_frames, - - error_count=summary_stats["errors_count"], - mean_error_count=mean_error_count, - # mean_accuracy=mean_accuracy, - - annotations=dict( - valid_count=valid_annotations_count, - missing_count=missing_annotations_count, - extra_count=extra_annotations_count, - total_count=total_annotations_count, - ds_count=ds_annotations_count, - gt_count=gt_annotations_count, - accuracy=valid_annotations_count / (total_annotations_count or 1), - precision=valid_annotations_count / (ds_annotations_count or 1), - recall=valid_annotations_count / (gt_annotations_count or 1), - confusion_matrix=dict( - labels=list(confusion_matrix_labels.values()), - axes=dict( - cols='gt', - rows='ds' - ), - rows=confusion_matrix, - precision=label_precisions, - recall=label_recalls, - accuracy=label_accuracies, - ) - ), - - annotation_element=dict( - shape=dict( - valid_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "valid_count"]), - missing_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "missing_count"]), - extra_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "extra_count"]), - total_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "total_count"]), - ds_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "ds_count"]), - gt_count=_get_nested_key(summary_stats, ["annotation_element", "shape", "gt_count"]), - mean_iou=np.mean(mean_ious), - accuracy=mean_shape_accuracy, - # shape_confusion_matrix=dict( - # labels=list(shape_confusion_matrix_labels.values()), - # axes=dict( - # cols='gt', - # rows='ds' - # ), - # # rows=shape_confusion_matrix, - # precision=shape_precisions, - # recall=shape_recalls, - # accuracy=shape_accuracies, - # ) - ), - label=dict( - valid_count=_get_nested_key(summary_stats, ["annotation_element", "label", "valid_count"]), - invalid_count=_get_nested_key(summary_stats, ["annotation_element", "label", "invalid_count"]), - total_count=_get_nested_key(summary_stats, ["annotation_element", "label", "total_count"]), - accuracy=mean_label_accuracy, - ), - # attribute=dict( - # valid_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "valid_count"]), - # invalid_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "invalid_count"]), - # missing_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "missing_count"]), - # extra_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "extra_count"]), - # total_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "total_count"]), - # ds_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "ds_count"]), - # gt_count=_get_nested_key(summary_stats, ["annotation_element", "attribute", "gt_count"]), - # accuracy=mean_attribute_accuracy, - # ), - ), - ), - - full_dataset=dict( - frame_count=len(self._ds_dataset), - shapes_count=full_ds_comparable_shapes_count, - # attributes_count=full_ds_comparable_attributes_count, - ), - - frame_results=self._frame_results, - ) - - -def main(args=None): - parser = argparse.ArgumentParser() - parser.add_argument("--gt") - parser.add_argument("--gtf", default=None) - parser.add_argument("--ds") - parser.add_argument("--dsf", default=None) - parser.add_argument("-o", default="report.json") - args = parser.parse_args(args) - - gt_dataset = dm.Dataset.import_from(args.gt, format=args.gtf, env=dm_env) - ds_dataset = dm.Dataset.import_from(args.ds, format=args.dsf, env=dm_env) - - comparator = DatasetComparator(ds_dataset, gt_dataset) - comparator._comparator._annotation_comparator.iou_threshold = 0.5 - comparator._ignored_frames = ["frame_{:06d}.PNG".format(i + 1) for i in [23, 50, 100, 104, 111, 118, 151, 165, 170, 184, 200, 222, 223, 232, 236, 237, 253, 293, 302, 314, 359, 372, 379, 409, 438, 469, 470, 500, 502, 554, 557, 615, 631, 664, 687, 729, 736, 778, 781, 797, 842, 874, 894, 895, 917, 919, 952, 1001, 1023, 1025, 1028, 1030, 1040, 1077, 1083, 1098, 1104, 1129, 1166, 1251, 1252, 1253, 1258, 1263, 1264, 1271, 1294, 1308, 1328, 1334, 1352, 1408, 1432, 1489, 1495, 1511, 1570, 1574, 1594, 1625, 1651, 1710, 1716, 1720, 1721, 1730, 1751, 1765, 1794, 1798]] - # comparator._comparator.included_ann_types = [dm.AnnotationType.bbox] - # comparator._comparator.ignored_attrs.append('object_id') - report = comparator.prepare_report() - - class JsonConverter(json.JSONEncoder): - def default(self, o: Any): - if isinstance( - o, (AnnotationConflict, AnnotationConflictsReport, AnnotationId) - ): - return o.to_dict() - elif isinstance(o, (np.ndarray, np.number)): - return o.tolist() - else: - return super().default(o) - - with open(args.o, "w") as f: - json.dump(report, f, cls=JsonConverter, indent=2) - - return 0 - - -if __name__ == "__main__": - sys.exit(main()) From 637841bc0ba95ef74e4cd038698c922644f53d5d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 24 May 2023 14:15:17 +0300 Subject: [PATCH 178/257] Polish quality tests --- tests/python/rest_api/test_quality_control.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index c9229b508ebd..bc805c75ebae 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -864,7 +864,9 @@ def test_user_patch_settings_in_org_task( @pytest.mark.usefixtures("restore_db_per_function") class TestQualityReportMetrics(_PermissionTestBase): - @pytest.mark.parametrize("task_id", [22]) + demo_task_id = 22 # this task reproduces all the checkable cases + + @pytest.mark.parametrize("task_id", [demo_task_id]) def test_report_summary(self, task_id, tasks, jobs, quality_reports): gt_job = next(j for j in jobs if j["task_id"] == task_id and j["type"] == "ground_truth") task = tasks[task_id] @@ -872,6 +874,7 @@ def test_report_summary(self, task_id, tasks, jobs, quality_reports): summary = report["summary"] assert 0 < summary["conflict_count"] + assert all(summary["conflicts_by_type"].values()) assert summary["conflict_count"] == sum(summary["conflicts_by_type"].values()) assert summary["conflict_count"] == summary["warning_count"] + summary["error_count"] assert 0 < summary["valid_count"] @@ -943,7 +946,7 @@ def test_modified_task_produces_different_metrics( new_report = self.create_quality_report(admin_user, task_id) assert new_report["summary"]["conflict_count"] > old_report["summary"]["conflict_count"] - @pytest.mark.parametrize("task_id", [22]) + @pytest.mark.parametrize("task_id", [demo_task_id]) @pytest.mark.parametrize( "parameter", [ From bb1c10766ef2cb73ec73f261d80f0a36613955d9 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 25 May 2023 17:02:49 +0300 Subject: [PATCH 179/257] Fix frame naming in interpolation tasks --- cvat-core/src/frames.ts | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index 8f2f9055ff5e..94daecab1979 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -319,9 +319,10 @@ FrameData.prototype.data.implementation = async function (onServerRequest) { function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { const { meta, mode, startFrame } = frameDataCache[jobID]; let frame_meta = null; - if (mode === 'interpolation') { + if (mode === 'interpolation' && meta.frames.length == 1) { + // video tasks have 1 frame info, but image tasks will have many infos [frame_meta] = meta.frames; - } else if (mode === 'annotation') { + } else if (mode === 'annotation' || mode === 'interpolation' && meta.frames.length > 1) { if (frame > meta.stop_frame) { throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); } From 674ba56f52a44017e1d6675e82fc4a55512f99ab Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 25 May 2023 17:05:06 +0300 Subject: [PATCH 180/257] Add draft solution for frame skips in chunks --- cvat-core/src/session.ts | 5 +- cvat/apps/engine/cache.py | 80 ++++++++++++++++++++++++---- cvat/apps/engine/frame_provider.py | 4 +- cvat/apps/engine/media_extractors.py | 14 +++-- cvat/apps/engine/serializers.py | 6 +++ cvat/apps/engine/views.py | 45 +++++++++++++--- 6 files changed, 131 insertions(+), 23 deletions(-) diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 9437711205e7..9a6fe24d5e90 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -324,7 +324,7 @@ export class Job extends Session { public readonly projectId: number | null; public readonly taskId: number; public readonly dimension: DimensionType; - public readonly dataCompressedChunkType: ChunkType; + public readonly dataChunkType: ChunkType; public readonly bugTracker: string | null; public readonly mode: TaskMode; public readonly labels: Label[]; @@ -629,8 +629,7 @@ export class Task extends Session { public readonly segmentSize: number; public readonly imageQuality: number; public readonly dataChunkSize: number; - public readonly dataCompressedChunkType: ChunkType; - public readonly dataOriginalChunkType: ChunkType; + public readonly dataChunkType: ChunkType; public readonly dimension: DimensionType; public readonly sourceStorage: Storage; public readonly targetStorage: Storage; diff --git a/cvat/apps/engine/cache.py b/cvat/apps/engine/cache.py index c09ca989b5f4..cdb10a2ca382 100644 --- a/cvat/apps/engine/cache.py +++ b/cvat/apps/engine/cache.py @@ -3,11 +3,11 @@ # SPDX-License-Identifier: MIT import os -import io import zipfile from io import BytesIO from datetime import datetime from tempfile import NamedTemporaryFile +import PIL.Image import cv2 import pytz @@ -19,7 +19,7 @@ from cvat.apps.engine.media_extractors import (Mpeg4ChunkWriter, Mpeg4CompressedChunkWriter, ZipChunkWriter, ZipCompressedChunkWriter, ImageDatasetManifestReader, VideoDatasetManifestReader) -from cvat.apps.engine.models import DataChoice, StorageChoice, Image +from cvat.apps.engine.models import DataChoice, StorageChoice, Image, Job from cvat.apps.engine.models import DimensionType from cvat.apps.engine.cloud_provider import get_cloud_storage_instance, Credentials from cvat.apps.engine.utils import md5_hash @@ -42,10 +42,18 @@ def _get_or_set_cache_item(self, key, create_function): return item - def get_buf_chunk_with_mime(self, chunk_number, quality, db_data): + def get_task_chunk_data_with_mime(self, chunk_number, quality, db_data): item = self._get_or_set_cache_item( key=f'{db_data.id}_{chunk_number}_{quality}', - create_function=lambda: self._prepare_chunk_buff(db_data, quality, chunk_number), + create_function=lambda: self._prepare_task_chunk(db_data, quality, chunk_number), + ) + + return item + + def get_job_chunk_data_with_mime(self, chunk_number, quality, job): + item = self._get_or_set_cache_item( + key=f'{job.id}_{chunk_number}_{quality}', + create_function=lambda: self._prepare_job_chunk(job, quality, chunk_number), ) return item @@ -75,12 +83,12 @@ def get_frame_context_images(self, db_data, frame_number): return item @staticmethod - def _get_frame_provider(): + def _get_frame_provider_class(): from cvat.apps.engine.frame_provider import FrameProvider # TODO: remove circular dependency return FrameProvider - def _prepare_chunk_buff(self, db_data, quality, chunk_number): - FrameProvider = self._get_frame_provider() + def _prepare_task_chunk(self, db_data, quality, chunk_number): + FrameProvider = self._get_frame_provider_class() writer_classes = { FrameProvider.Quality.COMPRESSED : Mpeg4CompressedChunkWriter if db_data.compressed_chunk_type == DataChoice.VIDEO else ZipCompressedChunkWriter, @@ -155,8 +163,62 @@ def _prepare_chunk_buff(self, db_data, quality, chunk_number): os.remove(image_path) return buff, mime_type + def _prepare_job_chunk(self, db_job: Job, quality, chunk_number: int): + db_data = db_job.segment.task.data + + FrameProvider = self._get_frame_provider_class() + frame_provider = FrameProvider(db_data, self._dimension) + + frame_set = db_job.segment.frame_set + frame_step = db_data.get_frame_step() + chunk_frames = [] + + dummy_frame = BytesIO() + PIL.Image.new('RGB', (1, 1)).save(dummy_frame, 'jpeg') + + if hasattr(db_data, 'video'): + frame_size = (db_data.video.width, db_data.video.height) + else: + frame_size = None + + for frame_idx in range(db_data.chunk_size): + frame_idx = ( + db_data.start_frame + chunk_number * db_data.chunk_size + frame_idx * frame_step + ) + if db_data.stop_frame < frame_idx: + break + + frame_bytes = None + + if frame_idx in frame_set: + frame_bytes = frame_provider.get_frame(frame_idx, quality=quality)[0] + + if frame_size is not None: + frame = PIL.Image.open(frame_bytes) + if frame.size != frame_size: + frame = frame.resize(frame_size) + + frame_bytes = BytesIO() + frame.save(frame_bytes, 'jpeg') + frame_bytes.seek(0) + + else: + # Populate skipped frames with placeholder data, + # this is required for video chunk decoding implementation in UI + frame_bytes = BytesIO(dummy_frame.getvalue()) + + if frame_bytes is not None: + chunk_frames.append((frame_bytes, None, None)) + + buff = BytesIO() + writer = ZipCompressedChunkWriter(db_data.image_quality, dimension=self._dimension) + writer.save_as_chunk(chunk_frames, buff, compress_frames=False, zip_compress_level=1) + buff.seek(0) + + return buff, 'application/zip' + def _prepare_local_preview(self, frame_number, db_data): - FrameProvider = self._get_frame_provider() + FrameProvider = self._get_frame_provider_class() frame_provider = FrameProvider(db_data, self._dimension) buff, mime_type = frame_provider.get_preview(frame_number) @@ -196,7 +258,7 @@ def _prepare_cloud_preview(self, db_storage): return buff, mime_type def _prepare_context_image(self, db_data, frame_number): - zip_buffer = io.BytesIO() + zip_buffer = BytesIO() try: image = Image.objects.get(data_id=db_data.id, frame=frame_number) except Image.DoesNotExist: diff --git a/cvat/apps/engine/frame_provider.py b/cvat/apps/engine/frame_provider.py index ea7b56a57c01..d37cedd27c57 100644 --- a/cvat/apps/engine/frame_provider.py +++ b/cvat/apps/engine/frame_provider.py @@ -101,12 +101,12 @@ def __init__(self, db_data, dimension=DimensionType.DIM_2D): self._loaders[self.Quality.COMPRESSED] = self.BuffChunkLoader( reader_class[db_data.compressed_chunk_type], - cache.get_buf_chunk_with_mime, + cache.get_task_chunk_data_with_mime, self.Quality.COMPRESSED, self._db_data) self._loaders[self.Quality.ORIGINAL] = self.BuffChunkLoader( reader_class[db_data.original_chunk_type], - cache.get_buf_chunk_with_mime, + cache.get_task_chunk_data_with_mime, self.Quality.ORIGINAL, self._db_data) else: diff --git a/cvat/apps/engine/media_extractors.py b/cvat/apps/engine/media_extractors.py index bec571ad5ebb..4c97a85fa676 100644 --- a/cvat/apps/engine/media_extractors.py +++ b/cvat/apps/engine/media_extractors.py @@ -649,12 +649,20 @@ def save_as_chunk(self, images, chunk_path): return [] class ZipCompressedChunkWriter(IChunkWriter): - def save_as_chunk(self, images, chunk_path): + def save_as_chunk( + self, images, chunk_path, *, compress_frames: bool = True, zip_compress_level: int = 0 + ): image_sizes = [] - with zipfile.ZipFile(chunk_path, 'x') as zip_chunk: + with zipfile.ZipFile(chunk_path, 'x', compresslevel=zip_compress_level) as zip_chunk: for idx, (image, _, _) in enumerate(images): if self._dimension == DimensionType.DIM_2D: - w, h, image_buf = self._compress_image(image, self._image_quality) + if compress_frames: + w, h, image_buf = self._compress_image(image, self._image_quality) + else: + assert isinstance(image, io.IOBase) + image_buf = io.BytesIO(image.read()) + w, h = Image.open(image_buf).size + extension = "jpeg" else: image_buf = open(image, "rb") if isinstance(image, str) else image diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 1a2b071c666d..6b433f21e901 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -564,6 +564,12 @@ class Meta: 'created_date', 'updated_date', 'issues', 'labels', 'type') read_only_fields = fields + def to_representation(self, instance): + data = super().to_representation(instance) + if instance.segment.type == models.SegmentType.SPECIFIC_FRAMES: + data['data_compressed_chunk_type'] = models.DataChoice.IMAGESET + return data + class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): assignee = serializers.IntegerField(allow_null=True, required=False) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 8eb174f7f021..8c21aa48928f 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -7,6 +7,7 @@ import os import os.path as osp import textwrap +from types import SimpleNamespace import pytz import traceback from datetime import datetime @@ -47,7 +48,7 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.media_extractors import get_mime from cvat.apps.engine.models import ( - Job, JobType, Label, Task, Project, Issue, Data, + Job, JobType, Label, SegmentType, Task, Project, Issue, Data, Comment, StorageMethodChoice, StorageChoice, CloudProviderChoice, Location ) @@ -631,6 +632,31 @@ def __call__(self, request, start, stop, db_data): '\n'.join([str(d) for d in ex.detail]) return Response(data=msg, status=ex.status_code) + +class JobDataGetter(DataChunkGetter): + def __init__(self, job: Job, data_type, data_num, data_quality): + super().__init__(data_type, data_num, data_quality, task_dim=job.segment.task.dimension) + self.job = job + + def __call__(self, request, start, stop, db_data): + if self.type == 'chunk' and self.job.segment.type == SegmentType.SPECIFIC_FRAMES: + cache = MediaCache() + + if settings.USE_CACHE and db_data.storage_method == StorageMethodChoice.CACHE: + buf, mime = cache.get_job_chunk_data_with_mime( + chunk_number=self.number, quality=self.quality, job=self.job + ) + else: + buf, mime = cache._prepare_job_chunk( + chunk_number=self.number, quality=self.quality, db_job=self.job + ) + + return HttpResponse(buf.getvalue(), content_type=mime) + + else: + return super().__call__(request, start, stop, db_data) + + @extend_schema(tags=['tasks']) @extend_schema_view( list=extend_schema( @@ -1586,8 +1612,7 @@ def data(self, request, pk): data_num = request.query_params.get('number', None) data_quality = request.query_params.get('quality', 'compressed') - data_getter = DataChunkGetter(data_type, data_num, data_quality, - db_job.segment.task.dimension) + data_getter = JobDataGetter(db_job, data_type, data_num, data_quality) return data_getter(request, db_job.segment.start_frame, db_job.segment.stop_frame, db_job.segment.task.data) @@ -1617,8 +1642,13 @@ def metadata(self, request, pk): db_data = db_job.segment.task.data start_frame = db_job.segment.start_frame stop_frame = db_job.segment.stop_frame - data_start_frame = db_data.start_frame + start_frame * db_data.get_frame_step() - data_stop_frame = db_data.start_frame + stop_frame * db_data.get_frame_step() + frame_step = db_data.get_frame_step() + data_start_frame = db_data.start_frame + start_frame * frame_step + data_stop_frame = db_data.start_frame + stop_frame * frame_step + frame_set = set( + db_data.start_frame + rel_id * frame_step + for rel_id in db_job.segment.frame_set + ) if request.method == 'PATCH': serializer = DataMetaWriteSerializer(instance=db_data, data=request.data) @@ -1638,7 +1668,10 @@ def metadata(self, request, pk): if hasattr(db_data, 'video'): media = [db_data.video] else: - media = [f + media = [ + f if f.frame in frame_set else SimpleNamespace( + path=f'placeholder.jpg', width=f.width, height=f.height + ) for f in db_data.images.filter( frame__gte=data_start_frame, frame__lte=data_stop_frame, From 412603ce17585257391c2c07b1115c5c9c053858 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 25 May 2023 17:05:35 +0300 Subject: [PATCH 181/257] Fix job removal --- cvat/apps/engine/models.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index 3975af7e3b69..227d8a27f1a7 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -672,6 +672,13 @@ def delete(self, using=None, keep_parents=False): super().delete(using, keep_parents) + self.delete_dirs() + + def delete_dirs(self): + job_path = self.get_dirname() + if os.path.isdir(job_path): + shutil.rmtree(job_path) + def make_dirs(self): job_path = self.get_dirname() if os.path.isdir(job_path): From 8c56ceae5900c1d4ecc998dc77268d46a7bb520c Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 25 May 2023 17:15:41 +0300 Subject: [PATCH 182/257] Polish some code --- cvat/apps/engine/cache.py | 18 +++++++++++------- cvat/apps/engine/media_extractors.py | 7 +++++-- cvat/apps/engine/views.py | 6 ++++-- 3 files changed, 20 insertions(+), 11 deletions(-) diff --git a/cvat/apps/engine/cache.py b/cvat/apps/engine/cache.py index cdb10a2ca382..7295a2fa1167 100644 --- a/cvat/apps/engine/cache.py +++ b/cvat/apps/engine/cache.py @@ -50,10 +50,10 @@ def get_task_chunk_data_with_mime(self, chunk_number, quality, db_data): return item - def get_job_chunk_data_with_mime(self, chunk_number, quality, job): + def get_selective_job_chunk_data_with_mime(self, chunk_number, quality, job): item = self._get_or_set_cache_item( key=f'{job.id}_{chunk_number}_{quality}', - create_function=lambda: self._prepare_job_chunk(job, quality, chunk_number), + create_function=lambda: self.prepare_selective_job_chunk(job, quality, chunk_number), ) return item @@ -163,7 +163,7 @@ def _prepare_task_chunk(self, db_data, quality, chunk_number): os.remove(image_path) return buff, mime_type - def _prepare_job_chunk(self, db_job: Job, quality, chunk_number: int): + def prepare_selective_job_chunk(self, db_job: Job, quality, chunk_number: int): db_data = db_job.segment.task.data FrameProvider = self._get_frame_provider_class() @@ -173,8 +173,9 @@ def _prepare_job_chunk(self, db_job: Job, quality, chunk_number: int): frame_step = db_data.get_frame_step() chunk_frames = [] + writer = ZipCompressedChunkWriter(db_data.image_quality, dimension=self._dimension) dummy_frame = BytesIO() - PIL.Image.new('RGB', (1, 1)).save(dummy_frame, 'jpeg') + PIL.Image.new('RGB', (1, 1)).save(dummy_frame, writer.IMAGE_EXT) if hasattr(db_data, 'video'): frame_size = (db_data.video.width, db_data.video.height) @@ -194,12 +195,14 @@ def _prepare_job_chunk(self, db_job: Job, quality, chunk_number: int): frame_bytes = frame_provider.get_frame(frame_idx, quality=quality)[0] if frame_size is not None: + # Decoded video frames can have different size, restore the original one + frame = PIL.Image.open(frame_bytes) if frame.size != frame_size: frame = frame.resize(frame_size) frame_bytes = BytesIO() - frame.save(frame_bytes, 'jpeg') + frame.save(frame_bytes, writer.IMAGE_EXT) frame_bytes.seek(0) else: @@ -211,8 +214,9 @@ def _prepare_job_chunk(self, db_job: Job, quality, chunk_number: int): chunk_frames.append((frame_bytes, None, None)) buff = BytesIO() - writer = ZipCompressedChunkWriter(db_data.image_quality, dimension=self._dimension) - writer.save_as_chunk(chunk_frames, buff, compress_frames=False, zip_compress_level=1) + writer.save_as_chunk(chunk_frames, buff, compress_frames=False, + zip_compress_level=1 # these are likely to be many skips in SPECIFIC_FRAMES segments + ) buff.seek(0) return buff, 'application/zip' diff --git a/cvat/apps/engine/media_extractors.py b/cvat/apps/engine/media_extractors.py index 4c97a85fa676..53b98f34e609 100644 --- a/cvat/apps/engine/media_extractors.py +++ b/cvat/apps/engine/media_extractors.py @@ -649,6 +649,9 @@ def save_as_chunk(self, images, chunk_path): return [] class ZipCompressedChunkWriter(IChunkWriter): + IMAGE_EXT = 'jpeg' + POINT_CLOUD_EXT = 'pcd' + def save_as_chunk( self, images, chunk_path, *, compress_frames: bool = True, zip_compress_level: int = 0 ): @@ -663,12 +666,12 @@ def save_as_chunk( image_buf = io.BytesIO(image.read()) w, h = Image.open(image_buf).size - extension = "jpeg" + extension = self.IMAGE_EXT else: image_buf = open(image, "rb") if isinstance(image, str) else image properties = ValidateDimension.get_pcd_properties(image_buf) w, h = int(properties["WIDTH"]), int(properties["HEIGHT"]) - extension = "pcd" + extension = self.POINT_CLOUD_EXT image_buf.seek(0, 0) image_buf = io.BytesIO(image_buf.read()) image_sizes.append((w, h)) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 8c21aa48928f..df048e5d0703 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -643,11 +643,11 @@ def __call__(self, request, start, stop, db_data): cache = MediaCache() if settings.USE_CACHE and db_data.storage_method == StorageMethodChoice.CACHE: - buf, mime = cache.get_job_chunk_data_with_mime( + buf, mime = cache.get_selective_job_chunk_data_with_mime( chunk_number=self.number, quality=self.quality, job=self.job ) else: - buf, mime = cache._prepare_job_chunk( + buf, mime = cache.prepare_selective_job_chunk( chunk_number=self.number, quality=self.quality, db_job=self.job ) @@ -1669,6 +1669,8 @@ def metadata(self, request, pk): media = [db_data.video] else: media = [ + # Insert placeholders if frames are skipped + # We could skip them here too, but UI can't decode chunks then f if f.frame in frame_set else SimpleNamespace( path=f'placeholder.jpg', width=f.width, height=f.height ) From 6ee3974f3da0af0b45c092e3e65c1df833d2abfd Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 12:45:49 +0300 Subject: [PATCH 183/257] Add gt job data tests --- cvat/apps/engine/views.py | 49 +++++-- tests/python/rest_api/test_jobs.py | 213 ++++++++++++++++++++++------- 2 files changed, 200 insertions(+), 62 deletions(-) diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index df048e5d0703..fd5d28457a0d 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -8,6 +8,7 @@ import os.path as osp import textwrap from types import SimpleNamespace +from typing import Optional import pytz import traceback from datetime import datetime @@ -577,10 +578,21 @@ def __init__(self, data_type, data_num, data_quality, task_dim): self.dimension = task_dim - def __call__(self, request, start, stop, db_data): + def _check_frame_range(self, frame: int): + frame_range = range(self._start, self._stop + 1, self._db_data.get_frame_step()) + if frame not in frame_range: + raise ValidationError( + f'The frame number should be in the [{self._start}, {self._stop}] range' + ) + + def __call__(self, request, start: int, stop: int, db_data: Optional[Data]): if not db_data: raise NotFound(detail='Cannot find requested data') + self._start = start + self._stop = stop + self._db_data = db_data + frame_provider = FrameProvider(db_data, self.dimension) try: @@ -589,7 +601,7 @@ def __call__(self, request, start, stop, db_data): stop_chunk = frame_provider.get_chunk_number(stop) # pylint: disable=superfluous-parens if not (start_chunk <= self.number <= stop_chunk): - raise ValidationError('The chunk number should be in ' + + raise ValidationError('The chunk number should be in the ' + f'[{start_chunk}, {stop_chunk}] range') # TODO: av.FFmpegError processing @@ -603,9 +615,7 @@ def __call__(self, request, start, stop, db_data): return sendfile(request, path) elif self.type == 'frame' or self.type == 'preview': - if not (start <= self.number <= stop): - raise ValidationError('The frame number should be in ' + - f'[{start}, {stop}] range') + self._check_frame_range(self.number) if self.type == 'preview': cache = MediaCache(self.dimension) @@ -616,14 +626,13 @@ def __call__(self, request, start, stop, db_data): return HttpResponse(buf.getvalue(), content_type=mime) elif self.type == 'context_image': - if start <= self.number <= stop: - cache = MediaCache(self.dimension) - buff, mime = cache.get_frame_context_images(db_data, self.number) - if not buff: - return HttpResponseNotFound() - return HttpResponse(io.BytesIO(buff), content_type=mime) - raise ValidationError('The frame number should be in ' + - f'[{start}, {stop}] range') + self._check_frame_range(self.number) + + cache = MediaCache(self.dimension) + buff, mime = cache.get_frame_context_images(db_data, self.number) + if not buff: + return HttpResponseNotFound() + return HttpResponse(io.BytesIO(buff), content_type=mime) else: return Response(data='unknown data type {}.'.format(self.type), status=status.HTTP_400_BAD_REQUEST) @@ -638,8 +647,22 @@ def __init__(self, job: Job, data_type, data_num, data_quality): super().__init__(data_type, data_num, data_quality, task_dim=job.segment.task.dimension) self.job = job + def _check_frame_range(self, frame: int): + frame_range = self.job.segment.frame_set + if frame not in frame_range: + raise ValidationError("The frame number doesn't belong to the job") + def __call__(self, request, start, stop, db_data): if self.type == 'chunk' and self.job.segment.type == SegmentType.SPECIFIC_FRAMES: + frame_provider = FrameProvider(db_data, self.dimension) + + start_chunk = frame_provider.get_chunk_number(start) + stop_chunk = frame_provider.get_chunk_number(stop) + # pylint: disable=superfluous-parens + if not (start_chunk <= self.number <= stop_chunk): + raise ValidationError('The chunk number should be in the ' + + f'[{start_chunk}, {stop_chunk}] range') + cache = MediaCache() if settings.USE_CACHE and db_data.storage_method == StorageMethodChoice.CACHE: diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 88a22a942062..0e5096fecd19 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -4,6 +4,7 @@ # SPDX-License-Identifier: MIT import json +import os import xml.etree.ElementTree as ET import zipfile from copy import deepcopy @@ -11,6 +12,7 @@ from io import BytesIO from typing import Any, Dict, List, Optional +import numpy as np import pytest from cvat_sdk import models from cvat_sdk.api_client.api_client import ApiClient, Endpoint @@ -170,55 +172,6 @@ def test_can_create_gt_job_with_random_frames_and_seed(self, admin_user, task_id assert gt_job_meta.included_frames == frame_ids - @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) - def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): - user = admin_user - job_frame_count = 4 - task = next( - t - for t in tasks - if not t["project_id"] - and not t["organization"] - and t["mode"] == task_mode - and t["size"] > job_frame_count - ) - task_id = task["id"] - with make_api_client(user) as api_client: - (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) - frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 - - job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ - :job_frame_count - ] - job_spec = { - "task_id": task_id, - "type": "ground_truth", - "frame_selection_method": "manual", - "frames": job_frame_ids, - } - - response = self._test_create_job_ok(user, job_spec) - job_id = json.loads(response.data)["id"] - - with make_api_client(user) as api_client: - (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(job_id) - - # The size is adjusted by the frame step and included frames - assert job_frame_count == gt_job_meta.size - assert job_frame_ids == gt_job_meta.included_frames - - # The frames themselves are the same as in the whole range - # this is to allow navigation to adjacent frames - if task_mode == "annotation": - assert ( - len(gt_job_meta.frames) - == (gt_job_meta.stop_frame + 1 - gt_job_meta.start_frame) / frame_step - ) - elif task_mode == "interpolation": - assert len(gt_job_meta.frames) == 1 - else: - assert False - def test_can_create_no_more_than_1_gt_job(self, admin_user, jobs): user = admin_user task_id = next(j for j in jobs if j["type"] == "ground_truth")["task_id"] @@ -572,6 +525,168 @@ def test_get_gt_job_in_org_task( self._test_get_job_403(user["username"], job["id"], **extra_kwargs) +@pytest.mark.usefixtures( + # if the db is restored per test, there are conflicts with the server data cache + # if we don't clean the db, the gt jobs created will be reused, and their + # ids won't conflict + "restore_db_per_class" +) +class TestGetGtJobData: + @pytest.mark.usefixtures("restore_db_per_function") + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > job_frame_count + ) + task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + gt_job = self._get_or_create_gt_job(admin_user, task_id, job_frame_ids) + + with make_api_client(user) as api_client: + (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(gt_job.id) + + # The size is adjusted by the frame step and included frames + assert job_frame_count == gt_job_meta.size + assert job_frame_ids == gt_job_meta.included_frames + + # The frames themselves are the same as in the whole range + # this is required in UI implementation + if task_mode == "annotation": + assert ( + len(gt_job_meta.frames) + == (gt_job_meta.stop_frame + 1 - gt_job_meta.start_frame) / frame_step + ) + elif task_mode == "interpolation": + assert len(gt_job_meta.frames) == 1 + else: + assert False + + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + @pytest.mark.parametrize("quality", ["compressed", "original"]) + def test_can_get_gt_job_chunk(self, admin_user, tasks, task_mode, quality): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > job_frame_count + ) + task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + gt_job = self._get_or_create_gt_job(admin_user, task_id, job_frame_ids) + + with make_api_client(admin_user) as api_client: + (chunk_file, response) = api_client.jobs_api.retrieve_data( + gt_job.id, number=0, quality=quality, type="chunk" + ) + assert response.status == HTTPStatus.OK + + frame_range = range( + task_meta.start_frame, min(task_meta.stop_frame + 1, task_meta.chunk_size), frame_step + ) + included_frames = job_frame_ids + + with zipfile.ZipFile(chunk_file) as chunk: + assert set(chunk.namelist()) == set("{:06d}.jpeg".format(i) for i in frame_range) + + for file_info in chunk.filelist: + with chunk.open(file_info) as image_file: + image = Image.open(image_file) + image_data = np.array(image) + + if int(os.path.splitext(file_info.filename)[0]) not in included_frames: + assert image.size == (1, 1) + assert np.all(image_data == 0), image_data + else: + assert image.size > (1, 1) + assert np.any(image_data != 0) + + def _get_or_create_gt_job(self, user, task_id, frames): + with make_api_client(user) as api_client: + (task_jobs, _) = api_client.jobs_api.list(task_id=task_id, type="ground_truth") + if task_jobs.results: + gt_job = task_jobs.results[0] + else: + job_spec = { + "task_id": task_id, + "type": "ground_truth", + "frame_selection_method": "manual", + "frames": frames, + } + + (gt_job, _) = api_client.jobs_api.create(job_spec) + + return gt_job + + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) + @pytest.mark.parametrize("quality", ["compressed", "original"]) + def test_can_get_gt_job_frame(self, admin_user, tasks, task_mode, quality): + user = admin_user + job_frame_count = 4 + task = next( + t + for t in tasks + if not t["project_id"] + and not t["organization"] + and t["mode"] == task_mode + and t["size"] > job_frame_count + ) + task_id = task["id"] + with make_api_client(user) as api_client: + (task_meta, _) = api_client.tasks_api.retrieve_data_meta(task_id) + frame_step = int(task_meta.frame_filter.split("=")[-1]) if task_meta.frame_filter else 1 + + job_frame_ids = list(range(task_meta.start_frame, task_meta.stop_frame, frame_step))[ + :job_frame_count + ] + gt_job = self._get_or_create_gt_job(admin_user, task_id, job_frame_ids) + + frame_range = range( + task_meta.start_frame, min(task_meta.stop_frame + 1, task_meta.chunk_size), frame_step + ) + included_frames = job_frame_ids + excluded_frames = list(set(frame_range).difference(included_frames)) + + with make_api_client(admin_user) as api_client: + (_, response) = api_client.jobs_api.retrieve_data( + gt_job.id, + number=excluded_frames[0], + quality=quality, + type="frame", + _parse_response=False, + _check_status=False, + ) + assert response.status == HTTPStatus.BAD_REQUEST + assert b"The frame number doesn't belong to the job" in response.data + + (_, response) = api_client.jobs_api.retrieve_data( + gt_job.id, number=included_frames[0], quality=quality, type="frame" + ) + assert response.status == HTTPStatus.OK + + @pytest.mark.usefixtures("restore_db_per_class") class TestListJobs: def _test_list_jobs_200(self, user, data, **kwargs): From bdfe61419ca369d2288c65e2f759e1b3a9331116 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 13:04:46 +0300 Subject: [PATCH 184/257] Add squashed migration --- .../0068_add_job_type_created_date.py | 56 +++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 cvat/apps/engine/migrations/0068_add_job_type_created_date.py diff --git a/cvat/apps/engine/migrations/0068_add_job_type_created_date.py b/cvat/apps/engine/migrations/0068_add_job_type_created_date.py new file mode 100644 index 000000000000..fcab8728f1cf --- /dev/null +++ b/cvat/apps/engine/migrations/0068_add_job_type_created_date.py @@ -0,0 +1,56 @@ +import cvat.apps.engine.models +from django.db import migrations, models +import django.utils.timezone + + +def add_created_date_to_existing_jobs(apps, schema_editor): + Job = apps.get_model("engine", "Job") + + jobs = Job.objects.prefetch_related('segment__task').all() + for job in jobs: + task = job.segment.task + job.created_date = task.created_date + + Job.objects.bulk_update(jobs, fields=['created_date']) + + +class Migration(migrations.Migration): + + replaces = [('engine', '0068_auto_20230406_1333'), ('engine', '0069_annotationconflict_annotationconflictsreport'), ('engine', '0070_alter_segment_frames'), ('engine', '0071_job_created_date'), ('engine', '0072_auto_20230422_1013'), ('engine', '0073_auto_20230426_1557'), ('engine', '0074_rename_frame_id_annotationconflict_frame'), ('engine', '0075_alter_annotationconflict_type'), ('engine', '0076_alter_annotationid_type'), ('engine', '0077_alter_annotationconflict_type'), ('engine', '0078_alter_annotationconflict_type'), ('engine', '0079_alter_annotationconflict_type'), ('engine', '0080_annotationconflict_importance'), ('engine', '0081_qualitysettings'), ('engine', '0082_alter_job_type'), ('engine', '0083_move_quality_models')] + + dependencies = [ + ('engine', '0067_alter_cloudstorage_credentials_type'), + ] + + operations = [ + migrations.AddField( + model_name='job', + name='type', + field=models.CharField(choices=[('annotation', 'ANNOTATION'), ('ground_truth', 'GROUND_TRUTH')], default='annotation', max_length=32), + ), + migrations.AddField( + model_name='segment', + name='frames', + field=cvat.apps.engine.models.IntArrayField(blank=True, default=''), + ), + migrations.AddField( + model_name='segment', + name='type', + field=models.CharField(choices=[('range', 'RANGE'), ('specific_frames', 'SPECIFIC_FRAMES')], default='range', max_length=32), + ), + + migrations.AddField( + model_name='job', + name='created_date', + field=models.DateTimeField(auto_now_add=True, default=django.utils.timezone.now, null=True), + preserve_default=False, + ), + migrations.RunPython( + code=add_created_date_to_existing_jobs, + ), + migrations.AlterField( + model_name='job', + name='created_date', + field=models.DateTimeField(auto_now_add=True), + ), + ] From ea8331a64a1b2ea62c2cf686435714544f0b5fcf Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 13:06:39 +0300 Subject: [PATCH 185/257] Replace squashed migrations --- .../0068_add_job_type_created_date.py | 2 - .../migrations/0068_auto_20230406_1333.py | 29 -------------- ...ationconflict_annotationconflictsreport.py | 34 ----------------- .../migrations/0070_alter_segment_frames.py | 19 ---------- .../migrations/0071_job_created_date.py | 37 ------------------ .../migrations/0072_auto_20230422_1013.py | 35 ----------------- .../migrations/0073_auto_20230426_1557.py | 37 ------------------ ...ename_frame_id_annotationconflict_frame.py | 18 --------- .../0075_alter_annotationconflict_type.py | 18 --------- .../0076_alter_annotationid_type.py | 18 --------- .../0077_alter_annotationconflict_type.py | 18 --------- .../0078_alter_annotationconflict_type.py | 18 --------- .../0079_alter_annotationconflict_type.py | 18 --------- .../0080_annotationconflict_importance.py | 19 ---------- .../engine/migrations/0081_qualitysettings.py | 33 ---------------- .../engine/migrations/0082_alter_job_type.py | 37 ------------------ .../migrations/0083_move_quality_models.py | 28 -------------- .../migrations/0001_initial.py | 38 +++++++++---------- 18 files changed, 18 insertions(+), 438 deletions(-) delete mode 100644 cvat/apps/engine/migrations/0068_auto_20230406_1333.py delete mode 100644 cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py delete mode 100644 cvat/apps/engine/migrations/0070_alter_segment_frames.py delete mode 100644 cvat/apps/engine/migrations/0071_job_created_date.py delete mode 100644 cvat/apps/engine/migrations/0072_auto_20230422_1013.py delete mode 100644 cvat/apps/engine/migrations/0073_auto_20230426_1557.py delete mode 100644 cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py delete mode 100644 cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py delete mode 100644 cvat/apps/engine/migrations/0076_alter_annotationid_type.py delete mode 100644 cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py delete mode 100644 cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py delete mode 100644 cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py delete mode 100644 cvat/apps/engine/migrations/0080_annotationconflict_importance.py delete mode 100644 cvat/apps/engine/migrations/0081_qualitysettings.py delete mode 100644 cvat/apps/engine/migrations/0082_alter_job_type.py delete mode 100644 cvat/apps/engine/migrations/0083_move_quality_models.py diff --git a/cvat/apps/engine/migrations/0068_add_job_type_created_date.py b/cvat/apps/engine/migrations/0068_add_job_type_created_date.py index fcab8728f1cf..d275f92ac754 100644 --- a/cvat/apps/engine/migrations/0068_add_job_type_created_date.py +++ b/cvat/apps/engine/migrations/0068_add_job_type_created_date.py @@ -16,8 +16,6 @@ def add_created_date_to_existing_jobs(apps, schema_editor): class Migration(migrations.Migration): - replaces = [('engine', '0068_auto_20230406_1333'), ('engine', '0069_annotationconflict_annotationconflictsreport'), ('engine', '0070_alter_segment_frames'), ('engine', '0071_job_created_date'), ('engine', '0072_auto_20230422_1013'), ('engine', '0073_auto_20230426_1557'), ('engine', '0074_rename_frame_id_annotationconflict_frame'), ('engine', '0075_alter_annotationconflict_type'), ('engine', '0076_alter_annotationid_type'), ('engine', '0077_alter_annotationconflict_type'), ('engine', '0078_alter_annotationconflict_type'), ('engine', '0079_alter_annotationconflict_type'), ('engine', '0080_annotationconflict_importance'), ('engine', '0081_qualitysettings'), ('engine', '0082_alter_job_type'), ('engine', '0083_move_quality_models')] - dependencies = [ ('engine', '0067_alter_cloudstorage_credentials_type'), ] diff --git a/cvat/apps/engine/migrations/0068_auto_20230406_1333.py b/cvat/apps/engine/migrations/0068_auto_20230406_1333.py deleted file mode 100644 index d3c568f404fd..000000000000 --- a/cvat/apps/engine/migrations/0068_auto_20230406_1333.py +++ /dev/null @@ -1,29 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-06 13:33 - -import cvat.apps.engine.models -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0067_alter_cloudstorage_credentials_type'), - ] - - operations = [ - migrations.AddField( - model_name='job', - name='type', - field=models.CharField(choices=[('normal', 'NORMAL'), ('ground_truth', 'GROUND_TRUTH')], default='normal', max_length=32), - ), - migrations.AddField( - model_name='segment', - name='frames', - field=cvat.apps.engine.models.IntArrayField(default='', null=True), - ), - migrations.AddField( - model_name='segment', - name='type', - field=models.CharField(choices=[('range', 'RANGE'), ('specific_frames', 'SPECIFIC_FRAMES')], default=cvat.apps.engine.models.SegmentType['RANGE'], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py b/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py deleted file mode 100644 index e1035bc5b5d5..000000000000 --- a/cvat/apps/engine/migrations/0069_annotationconflict_annotationconflictsreport.py +++ /dev/null @@ -1,34 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-10 17:50 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0068_auto_20230406_1333'), - ] - - operations = [ - migrations.CreateModel( - name='AnnotationConflictsReport', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('job_last_updated', models.DateTimeField()), - ('gt_job_last_updated', models.DateTimeField()), - ('job', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_conflict_reports', to='engine.job')), - ], - ), - migrations.CreateModel( - name='AnnotationConflict', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('frame_id', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_annotation', 'MISMATCHING_ANNOTATION')], max_length=32)), - ('message', models.CharField(blank=True, default='', max_length=1024)), - ('data', models.JSONField()), - ('report', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='engine.annotationconflictsreport')), - ], - ), - ] diff --git a/cvat/apps/engine/migrations/0070_alter_segment_frames.py b/cvat/apps/engine/migrations/0070_alter_segment_frames.py deleted file mode 100644 index 6e0bc5e62315..000000000000 --- a/cvat/apps/engine/migrations/0070_alter_segment_frames.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-10 19:07 - -import cvat.apps.engine.models -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0069_annotationconflict_annotationconflictsreport'), - ] - - operations = [ - migrations.AlterField( - model_name='segment', - name='frames', - field=cvat.apps.engine.models.IntArrayField(blank=True, default=''), - ), - ] diff --git a/cvat/apps/engine/migrations/0071_job_created_date.py b/cvat/apps/engine/migrations/0071_job_created_date.py deleted file mode 100644 index 8e0742143c4d..000000000000 --- a/cvat/apps/engine/migrations/0071_job_created_date.py +++ /dev/null @@ -1,37 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-19 16:18 - -from django.utils import timezone -from django.db import migrations, models - - -def add_created_date_to_existing_jobs(apps, schema_editor): - Job = apps.get_model("engine", "Job") - - jobs = Job.objects.prefetch_related('segment__task').all() - for job in jobs: - task = job.segment.task - job.created_date = task.created_date - - Job.objects.bulk_update(jobs, fields=['created_date']) - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0070_alter_segment_frames'), - ] - - operations = [ - migrations.AddField( - model_name='job', - name='created_date', - field=models.DateTimeField(auto_now_add=True, default=timezone.now, null=True), - preserve_default=False, - ), - migrations.RunPython(add_created_date_to_existing_jobs), - migrations.AlterField( - model_name='job', - name='created_date', - field=models.DateTimeField(auto_now_add=True), - ), - ] diff --git a/cvat/apps/engine/migrations/0072_auto_20230422_1013.py b/cvat/apps/engine/migrations/0072_auto_20230422_1013.py deleted file mode 100644 index 988775ed609b..000000000000 --- a/cvat/apps/engine/migrations/0072_auto_20230422_1013.py +++ /dev/null @@ -1,35 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-22 10:13 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0071_job_created_date'), - ] - - operations = [ - migrations.CreateModel( - name='QualityReport', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('created_date', models.DateTimeField(auto_now_add=True)), - ('target_last_updated', models.DateTimeField()), - ('gt_last_updated', models.DateTimeField()), - ('data', models.JSONField()), - ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.job')), - ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='engine.qualityreport')), - ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), - ], - ), - migrations.AlterField( - model_name='annotationconflict', - name='report', - field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='engine.qualityreport'), - ), - migrations.DeleteModel( - name='AnnotationConflictsReport', - ), - ] diff --git a/cvat/apps/engine/migrations/0073_auto_20230426_1557.py b/cvat/apps/engine/migrations/0073_auto_20230426_1557.py deleted file mode 100644 index 713935336370..000000000000 --- a/cvat/apps/engine/migrations/0073_auto_20230426_1557.py +++ /dev/null @@ -1,37 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-26 15:57 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0072_auto_20230422_1013'), - ] - - operations = [ - migrations.RemoveField( - model_name='annotationconflict', - name='data', - ), - migrations.RemoveField( - model_name='annotationconflict', - name='message', - ), - migrations.AlterField( - model_name='annotationconflict', - name='type', - field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL')], max_length=32), - ), - migrations.CreateModel( - name='AnnotationId', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('obj_id', models.PositiveIntegerField()), - ('job_id', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), - ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='engine.annotationconflict')), - ], - ), - ] diff --git a/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py b/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py deleted file mode 100644 index b230dcfcf0f4..000000000000 --- a/cvat/apps/engine/migrations/0074_rename_frame_id_annotationconflict_frame.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-27 12:52 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0073_auto_20230426_1557'), - ] - - operations = [ - migrations.RenameField( - model_name='annotationconflict', - old_name='frame_id', - new_name='frame', - ), - ] diff --git a/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py deleted file mode 100644 index e8b7597aa9d6..000000000000 --- a/cvat/apps/engine/migrations/0075_alter_annotationconflict_type.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-28 10:55 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0074_rename_frame_id_annotationconflict_frame'), - ] - - operations = [ - migrations.AlterField( - model_name='annotationconflict', - name='type', - field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP')], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0076_alter_annotationid_type.py b/cvat/apps/engine/migrations/0076_alter_annotationid_type.py deleted file mode 100644 index 158e9bb6edd2..000000000000 --- a/cvat/apps/engine/migrations/0076_alter_annotationid_type.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-04-30 23:58 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0075_alter_annotationconflict_type'), - ] - - operations = [ - migrations.AlterField( - model_name='annotationid', - name='type', - field=models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py deleted file mode 100644 index 7714551cf6db..000000000000 --- a/cvat/apps/engine/migrations/0077_alter_annotationconflict_type.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-04 16:34 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0076_alter_annotationid_type'), - ] - - operations = [ - migrations.AlterField( - model_name='annotationconflict', - name='type', - field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION')], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py deleted file mode 100644 index 4fbf6c91ec90..000000000000 --- a/cvat/apps/engine/migrations/0078_alter_annotationconflict_type.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-06 13:44 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0077_alter_annotationconflict_type'), - ] - - operations = [ - migrations.AlterField( - model_name='annotationconflict', - name='type', - field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS')], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py b/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py deleted file mode 100644 index 2d1a137ff5db..000000000000 --- a/cvat/apps/engine/migrations/0079_alter_annotationconflict_type.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-06 23:06 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0078_alter_annotationconflict_type'), - ] - - operations = [ - migrations.AlterField( - model_name='annotationconflict', - name='type', - field=models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32), - ), - ] diff --git a/cvat/apps/engine/migrations/0080_annotationconflict_importance.py b/cvat/apps/engine/migrations/0080_annotationconflict_importance.py deleted file mode 100644 index 213aeaa6c72d..000000000000 --- a/cvat/apps/engine/migrations/0080_annotationconflict_importance.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-10 11:31 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0079_alter_annotationconflict_type'), - ] - - operations = [ - migrations.AddField( - model_name='annotationconflict', - name='importance', - field=models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], default='error', max_length=32), - preserve_default=False, - ), - ] diff --git a/cvat/apps/engine/migrations/0081_qualitysettings.py b/cvat/apps/engine/migrations/0081_qualitysettings.py deleted file mode 100644 index bd335f64f14a..000000000000 --- a/cvat/apps/engine/migrations/0081_qualitysettings.py +++ /dev/null @@ -1,33 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-10 17:20 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0080_annotationconflict_importance'), - ] - - operations = [ - migrations.CreateModel( - name='QualitySettings', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('iou_threshold', models.FloatField()), - ('oks_sigma', models.FloatField()), - ('line_thickness', models.FloatField()), - ('low_overlap_threshold', models.FloatField()), - ('oriented_lines', models.BooleanField()), - ('line_orientation_threshold', models.FloatField()), - ('compare_groups', models.BooleanField()), - ('group_match_threshold', models.FloatField()), - ('check_covered_annotations', models.BooleanField()), - ('object_visibility_threshold', models.FloatField()), - ('panoptic_comparison', models.BooleanField()), - ('compare_attributes', models.BooleanField()), - ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), - ], - ), - ] diff --git a/cvat/apps/engine/migrations/0082_alter_job_type.py b/cvat/apps/engine/migrations/0082_alter_job_type.py deleted file mode 100644 index f033688e2edc..000000000000 --- a/cvat/apps/engine/migrations/0082_alter_job_type.py +++ /dev/null @@ -1,37 +0,0 @@ -# Generated by Django 3.2.18 on 2023-05-12 09:19 - -import cvat.apps.engine.models -from django.db import migrations, models - - -def rename_normal_to_annotation(apps, schema_editor): - Job = apps.get_model("engine", "Job") - - jobs = Job.objects.select_related('segment').all() - for job in jobs: - if job.type == 'normal': - job.type = 'annotation' - - Job.objects.bulk_update(jobs, fields=['type']) - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0081_qualitysettings'), - ] - - operations = [ - migrations.AlterField( - model_name='job', - name='type', - field=models.CharField(choices=[('normal', 'NORMAL'), ('annotation', 'ANNOTATION'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['ANNOTATION'], max_length=32), - ), - migrations.RunPython(rename_normal_to_annotation), - migrations.AlterField( - model_name='job', - name='type', - field=models.CharField(choices=[('annotation', 'ANNOTATION'), ('ground_truth', 'GROUND_TRUTH')], default=cvat.apps.engine.models.JobType['ANNOTATION'], max_length=32), - ), - - ] diff --git a/cvat/apps/engine/migrations/0083_move_quality_models.py b/cvat/apps/engine/migrations/0083_move_quality_models.py deleted file mode 100644 index 375f38ee9938..000000000000 --- a/cvat/apps/engine/migrations/0083_move_quality_models.py +++ /dev/null @@ -1,28 +0,0 @@ -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('engine', '0082_alter_job_type'), - ] - - database_operations = [ - migrations.AlterModelTable('QualityReport', 'quality_control_qualityreport'), - migrations.AlterModelTable('AnnotationConflict', 'quality_control_annotationconflict'), - migrations.AlterModelTable('AnnotationId', 'quality_control_annotationid'), - migrations.AlterModelTable('QualitySettings', 'quality_control_qualitysettings'), - ] - - state_operations = [ - migrations.DeleteModel('QualityReport'), - migrations.DeleteModel('AnnotationConflict'), - migrations.DeleteModel('AnnotationId'), - migrations.DeleteModel('QualitySettings'), - ] - - operations = [ - migrations.SeparateDatabaseAndState( - database_operations=database_operations, - state_operations=state_operations) - ] diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 4952962b7c2d..e7c279b4424b 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -1,3 +1,5 @@ +# Generated by Django 3.2.18 on 2023-05-26 10:05 + from django.db import migrations, models import django.db.models.deletion @@ -7,10 +9,19 @@ class Migration(migrations.Migration): initial = True dependencies = [ - ('engine', '0083_move_quality_models'), + ('engine', '0068_add_job_type_created_date'), ] - state_operations = [ + operations = [ + migrations.CreateModel( + name='AnnotationConflict', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('frame', models.PositiveIntegerField()), + ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), + ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), + ], + ), migrations.CreateModel( name='QualitySettings', fields=[ @@ -29,7 +40,6 @@ class Migration(migrations.Migration): ('compare_attributes', models.BooleanField()), ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), ], - bases=(models.Model,), ), migrations.CreateModel( name='QualityReport', @@ -43,18 +53,6 @@ class Migration(migrations.Migration): ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='quality_control.qualityreport')), ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), ], - bases=(models.Model,), - ), - migrations.CreateModel( - name='AnnotationConflict', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('frame', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), - ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), - ('report', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='quality_control.qualityreport')), - ], - bases=(models.Model,), ), migrations.CreateModel( name='AnnotationId', @@ -65,10 +63,10 @@ class Migration(migrations.Migration): ('type', models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='quality_control.annotationconflict')), ], - bases=(models.Model,), ), - ] - - operations = [ - migrations.SeparateDatabaseAndState(state_operations=state_operations) + migrations.AddField( + model_name='annotationconflict', + name='report', + field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='quality_control.qualityreport'), + ), ] From 226e8b5855157492f6b4c0f97b51a4ca323511fc Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 14:00:33 +0300 Subject: [PATCH 186/257] Fix quality settings defaults installation --- cvat/apps/quality_control/models.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index f3f5de2ca63d..5c0ce30bda9c 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -188,9 +188,12 @@ class QualitySettings(models.Model): compare_attributes = models.BooleanField() def __init__(self, *args: Any, **kwargs: Any) -> None: - params = deepcopy(self.get_defaults()) - params.update(kwargs) - super().__init__(*args, **params) + defaults = deepcopy(self.get_defaults()) + for field in self._meta.fields: + if field.name in defaults: + field.default = defaults[field.name] + + super().__init__(*args, **kwargs) @classmethod def get_defaults(cls) -> dict: From da50bf56f635d39950c493a93df70c2dcfd695ea Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 14:04:44 +0300 Subject: [PATCH 187/257] Fix pylint messages --- cvat/apps/iam/permissions.py | 2 -- cvat/apps/quality_control/views.py | 2 -- 2 files changed, 4 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 1b4a627df96f..4f83949edf83 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1699,8 +1699,6 @@ class Scopes(StrEnum): @classmethod def create(cls, request, view, obj): - Scopes = __class__.Scopes - permissions = [] if view.basename == 'annotation_conflicts': for scope in cls.get_scopes(request, view, obj): diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 9a4679927b90..6c4ccf2e54e7 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -31,8 +31,6 @@ from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission -from cvat.apps.profiler import silk_profile - @extend_schema(tags=["quality"]) @extend_schema_view( From 8ffab841cfa107ef5266f2544bcf6c66b51e423b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 19:13:53 +0300 Subject: [PATCH 188/257] Fix task mode in tasks from backup --- cvat/apps/engine/backup.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/cvat/apps/engine/backup.py b/cvat/apps/engine/backup.py index 3e6f68a49304..c0926121964a 100644 --- a/cvat/apps/engine/backup.py +++ b/cvat/apps/engine/backup.py @@ -613,6 +613,9 @@ def _write_data(zip_object): data['job_file_mapping'] = job_file_mapping _create_thread(self._db_task.pk, data.copy(), isBackupRestore=True) + self._db_task.refresh_from_db() + db_data.refresh_from_db() + db_data.start_frame = data['start_frame'] db_data.stop_frame = data['stop_frame'] db_data.frame_filter = data['frame_filter'] From 504b4c01f758a9f53da7dd85ecf8dcb79f617226 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 19:27:49 +0300 Subject: [PATCH 189/257] Support drf-spectacular 0.26.2 --- cvat/apps/iam/schema.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cvat/apps/iam/schema.py b/cvat/apps/iam/schema.py index c2e1f5b0c636..0837edded302 100644 --- a/cvat/apps/iam/schema.py +++ b/cvat/apps/iam/schema.py @@ -159,12 +159,12 @@ def get_operation_id(self): return '_'.join([tokenized_path[0]] + [action] + tokenized_path[1:]) - def _get_request_for_media_type(self, serializer): + def _get_request_for_media_type(self, serializer, *args, **kwargs): # Enables support for required=False serializers in request body specification # in drf-spectacular. Doesn't block other extensions on the target serializer. # This is supported by OpenAPI and by SDK generator, but not by drf-spectacular - schema, required = super()._get_request_for_media_type(serializer) + schema, required = super()._get_request_for_media_type(serializer, *args, **kwargs) if isinstance(serializer, serializers.Serializer): if not serializer.required: From d2eee3f68a615ca5f26e683cad587fa6fbc61500 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 19:46:25 +0300 Subject: [PATCH 190/257] Merge test assets --- tests/python/shared/assets/annotations.json | 2971 +++++---- tests/python/shared/assets/cvat_db/data.json | 5542 ++++++++++++++--- tests/python/shared/assets/jobs.json | 18 +- tests/python/shared/assets/labels.json | 46 +- .../shared/assets/quality_conflicts.json | 112 +- .../python/shared/assets/quality_reports.json | 32 +- tests/python/shared/assets/tasks.json | 10 +- 7 files changed, 6692 insertions(+), 2039 deletions(-) diff --git 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"points": [ 138.0, 339.5, 155.0, - 338.8 + 338.8000000000011 ], "rotation": 0.0, "source": "manual", @@ -5607,98 +6204,138 @@ "z_order": 4 }, { - "attributes": [], + "attributes": [ + { + "spec_id": 13, + "value": "yy" + }, + { + "spec_id": 14, + "value": "1" + } + ], "elements": [], "frame": 0, "group": 0, - "id": 668, - "label_id": 63, + "id": 94, + "label_id": 67, "occluded": false, "outside": false, "points": [ - 101.39, - 200.78, - 135.42, - 214.52, - 117.75, - 248.54, - 85.04, - 235.46, - 73.26, - 204.05 + 43.162109375, + 178.533203125, + 59.51942683264497, + 190.96449996088631, + 71.29648664503111, + 177.22459684643582, + 100.08485507530895, + 167.41038033611403 ], "rotation": 0.0, "source": "manual", - "type": "polygon", + "type": "polyline", "z_order": 4 }, { - "attributes": [], + "attributes": [ + { + "spec_id": 13, + "value": "yy" + }, + { + "spec_id": 14, + "value": "1" + } + ], "elements": [], "frame": 0, "group": 0, - "id": 645, - "label_id": 63, + "id": 95, + "label_id": 67, "occluded": false, "outside": false, "points": [ - 673.2, - 222.4, - 693.52, - 240.04, - 647.8, - 287.2, - 620.89, - 266.86 + 101.3935546875, + 200.7783203125, + 135.41603451246556, + 214.5186195856586, + 117.75044479388816, + 248.54123682144018, + 85.03638975948161, + 235.4556148076772, + 73.25932994709547, + 204.0501219746493 ], "rotation": 0.0, "source": "manual", "type": "polygon", - "z_order": 1 + "z_order": 4 }, { - "attributes": [], + "attributes": [ + { + "spec_id": 13, + "value": "yy" + }, + { + "spec_id": 14, + "value": "1" + } + ], "elements": [], "frame": 0, - "group": 16, - "id": 649, - "label_id": 63, + "group": 0, + "id": 96, + "label_id": 67, "occluded": false, "outside": false, "points": [ - 113.8, - 45.4, - 137.38, - 69.0 + 216.5673828125, + 208.00537109375, + 252.552734375, + 191.6484375 ], "rotation": 0.0, "source": "manual", - "type": "rectangle", - "z_order": 1 + "type": "ellipse", + "z_order": 4 }, { - "attributes": [ - { - "spec_id": 13, - "value": "false" - } + "attributes": [], + "elements": [], + "frame": 0, + "group": 0, + "id": 89, + "label_id": 66, + "occluded": false, + "outside": false, + "points": [ + 225.70703125, + 314.6240234375 ], + "rotation": 0.0, + "source": "manual", + "type": "points", + "z_order": 4 + }, + { + "attributes": [], "elements": [], "frame": 0, "group": 0, - "id": 659, - "label_id": 64, + "id": 73, + "label_id": 66, "occluded": false, "outside": false, "points": [ - 532.6, - 300.2, - 533.2, - 391.8, - 678.47, - 393.14, - 639.87, - 300.88 + 532.6000000000004, + 300.2000000000007, + 533.2000000000007, + 391.8000000000011, + 678.4693480835958, + 393.13736007351145, + 639.866763142998, + 300.8837248764885 ], "rotation": 0.0, "source": "manual", @@ -5710,24 +6347,62 @@ "elements": [], "frame": 0, "group": 0, - "id": 657, - "label_id": 63, + "id": 74, + "label_id": 66, "occluded": false, "outside": false, "points": [ - 502.5, - 319.9, - 635.3, - 319.9, - 651.0, - 374.7, - 499.9, - 375.5 + 618.228515625, + 215.12753906250146, + 688.3285156250004, + 284.5275390625011, + 690.2463290244214, + 278.63711201903425, + 626.1000000000004, + 206.70000000000073 ], "rotation": 0.0, "source": "manual", "type": "polygon", "z_order": 3 + }, + { + "attributes": [], + "elements": [], + "frame": 0, + "group": 17, + "id": 92, + "label_id": 66, + "occluded": false, + "outside": false, + "points": [ + 50.359375, + 283.8720703125 + ], + "rotation": 0.0, + "source": "manual", + "type": "points", + "z_order": 4 + }, + { + "attributes": [], + "elements": [], + "frame": 0, + "group": 0, + "id": 70, + "label_id": 66, + "occluded": false, + "outside": false, + "points": [ + 459.5, + 81.90000000000146, + 545.8000000000011, + 155.80020141601562 + ], + "rotation": 0.0, + "source": "manual", + "type": "rectangle", + "z_order": 1 } ], "tags": [], diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index 4f5566860d8e..088b50a7e7c5 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -653,14 +653,6 @@ "expire_date": "2023-03-24T11:54:54.631Z" } }, -{ - "model": "sessions.session", - "pk": "ttnnwlz4b1z28uiy24l4gqjgotwhpw1j", - "fields": { - "session_data": ".eJxVjEEOwiAQRe_C2hALFKYu3fcMZJhhpGpoUtqV8e7apAvd_vfef6mI21ri1vISJ1YX1anT75aQHrnugO9Yb7Omua7LlPSu6IM2Pc6cn9fD_Tso2Mq3zpzAUyay6EIHThLQQEZEAgdGkJ4hGeOCDBbOvrcYvMOQ2Fp2GYx6fwAZFjiv:1ptmJ8:Ac_26k4kTSoRBplBjwsTvpb0oukXBgpVgB230iP706c", - "expire_date": "2023-05-16T09:28:26.391Z" - } -}, { "model": "sessions.session", "pk": "v28l0efbrv9x06z97ilwcf7lwtuf4ctc", @@ -1368,6 +1360,25 @@ "deleted_frames": "[]" } }, +{ + "model": "engine.data", + "pk": 21, + "fields": { + "chunk_size": 72, + "size": 11, + "image_quality": 70, + "start_frame": 0, + "stop_frame": 10, + "frame_filter": "", + "compressed_chunk_type": "imageset", + "original_chunk_type": "imageset", + "storage_method": "cache", + "storage": "local", + "cloud_storage": null, + "sorting_method": "lexicographical", + "deleted_frames": "[]" + } +}, { "model": "engine.video", "pk": 1, @@ -2642,6 +2653,127 @@ "height": 151 } }, +{ + "model": "engine.image", + "pk": 467, + "fields": { + "data": 21, + "path": "30.png", + "frame": 0, + "width": 810, + "height": 399 + } +}, +{ + "model": "engine.image", + "pk": 468, + "fields": { + "data": 21, + "path": "31.png", + "frame": 1, + "width": 916, + "height": 158 + } +}, +{ + "model": "engine.image", + "pk": 469, + "fields": { + "data": 21, + "path": "32.png", + "frame": 2, + "width": 936, + "height": 182 + } +}, +{ + "model": "engine.image", + "pk": 470, + "fields": { + "data": 21, + "path": "33.png", + "frame": 3, + "width": 783, + "height": 433 + } +}, +{ + "model": "engine.image", + "pk": 471, + "fields": { + "data": 21, + "path": "34.png", + "frame": 4, + "width": 231, + "height": 121 + } +}, +{ + "model": "engine.image", + "pk": 472, + "fields": { + "data": 21, + "path": "35.png", + "frame": 5, + "width": 721, + "height": 705 + } +}, +{ + "model": "engine.image", + "pk": 473, + "fields": { + "data": 21, + "path": "36.png", + "frame": 6, + "width": 631, + "height": 225 + } +}, +{ + "model": "engine.image", + "pk": 474, + "fields": { + "data": 21, + "path": "37.png", + "frame": 7, + "width": 540, + "height": 167 + } +}, +{ + "model": "engine.image", + "pk": 475, + "fields": { + "data": 21, + "path": "38.png", + "frame": 8, + "width": 203, + "height": 211 + } +}, +{ + "model": "engine.image", + "pk": 476, + "fields": { + "data": 21, + "path": "39.png", + "frame": 9, + "width": 677, + "height": 144 + } +}, +{ + "model": "engine.image", + "pk": 477, + "fields": { + "data": 21, + "path": "40.png", + "frame": 10, + "width": 697, + "height": 954 + } +}, { "model": "engine.project", "pk": 1, @@ -3286,6 +3418,31 @@ "target_storage": 34 } }, +{ + "model": "engine.task", + "pk": 22, + "fields": { + "project": null, + "name": "task3_with_gt_job", + "mode": "annotation", + "owner": [ + "user2" + ], + "assignee": null, + "bug_tracker": "", + "created_date": "2023-05-26T16:11:23.540Z", + "updated_date": "2023-05-26T16:17:02.635Z", + "overlap": 0, + "segment_size": 11, + "status": "validation", + "data": 21, + "dimension": "2d", + "subset": "Train", + "organization": 2, + "source_storage": null, + "target_storage": null + } +}, { "model": "engine.clientfile", "pk": 131, @@ -4189,7 +4346,9 @@ "fields": { "task": 2, "start_frame": 0, - "stop_frame": 22 + "stop_frame": 22, + "type": "range", + "frames": "[]" } }, { @@ -4198,7 +4357,9 @@ "fields": { "task": 5, "start_frame": 0, - "stop_frame": 24 + "stop_frame": 24, + "type": "range", + "frames": "[]" } }, { @@ -4207,7 +4368,9 @@ "fields": { "task": 6, "start_frame": 0, - "stop_frame": 0 + "stop_frame": 0, + "type": "range", + "frames": "[]" } }, { @@ -4216,7 +4379,9 @@ "fields": { "task": 7, "start_frame": 0, - "stop_frame": 10 + "stop_frame": 10, + "type": "range", + "frames": "[]" } }, { @@ -4225,7 +4390,9 @@ "fields": { "task": 8, "start_frame": 0, - "stop_frame": 13 + "stop_frame": 13, + "type": "range", + "frames": "[]" } }, { @@ -4234,7 +4401,9 @@ "fields": { "task": 9, "start_frame": 0, - "stop_frame": 4 + "stop_frame": 4, + "type": "range", + "frames": "[]" } }, { @@ -4243,7 +4412,9 @@ "fields": { "task": 9, "start_frame": 5, - "stop_frame": 9 + "stop_frame": 9, + "type": "range", + "frames": "[]" } }, { @@ -4252,7 +4423,9 @@ "fields": { "task": 9, "start_frame": 10, - "stop_frame": 14 + "stop_frame": 14, + "type": "range", + "frames": "[]" } }, { @@ -4261,7 +4434,9 @@ "fields": { "task": 9, "start_frame": 15, - "stop_frame": 19 + "stop_frame": 19, + "type": "range", + "frames": "[]" } }, { @@ -4270,7 +4445,9 @@ "fields": { "task": 11, "start_frame": 0, - "stop_frame": 10 + "stop_frame": 10, + "type": "range", + "frames": "[]" } }, { @@ -4279,7 +4456,9 @@ "fields": { "task": 13, "start_frame": 0, - "stop_frame": 4 + "stop_frame": 4, + "type": "range", + "frames": "[]" } }, { @@ -4288,7 +4467,9 @@ "fields": { "task": 14, "start_frame": 0, - "stop_frame": 7 + "stop_frame": 7, + "type": "range", + "frames": "[]" } }, { @@ -4297,7 +4478,9 @@ "fields": { "task": 15, "start_frame": 0, - "stop_frame": 24 + "stop_frame": 24, + "type": "range", + "frames": "[]" } }, { @@ -4306,7 +4489,9 @@ "fields": { "task": 17, "start_frame": 0, - "stop_frame": 4 + "stop_frame": 4, + "type": "range", + "frames": "[]" } }, { @@ -4315,7 +4500,9 @@ "fields": { "task": 18, "start_frame": 0, - "stop_frame": 1 + "stop_frame": 1, + "type": "range", + "frames": "[]" } }, { @@ -4324,7 +4511,9 @@ "fields": { "task": 19, "start_frame": 0, - "stop_frame": 1 + "stop_frame": 1, + "type": "range", + "frames": "[]" } }, { @@ -4333,7 +4522,9 @@ "fields": { "task": 20, "start_frame": 0, - "stop_frame": 1 + "stop_frame": 1, + "type": "range", + "frames": "[]" } }, { @@ -4342,7 +4533,9 @@ "fields": { "task": 21, "start_frame": 0, - "stop_frame": 5 + "stop_frame": 5, + "type": "range", + "frames": "[]" } }, { @@ -4351,7 +4544,31 @@ "fields": { "task": 21, "start_frame": 6, - "stop_frame": 9 + "stop_frame": 9, + "type": "range", + "frames": "[]" + } +}, +{ + "model": "engine.segment", + "pk": 27, + "fields": { + "task": 22, + "start_frame": 0, + "stop_frame": 10, + "type": "range", + "frames": "[]" + } +}, +{ + "model": "engine.segment", + "pk": 28, + "fields": { + "task": 22, + "start_frame": 0, + "stop_frame": 10, + "type": "specific_frames", + "frames": "[0, 1, 2]" } }, { @@ -4362,10 +4579,12 @@ "assignee": [ "worker1" ], + "created_date": "2021-12-14T18:50:29.458Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "new" + "state": "new", + "type": "annotation" } }, { @@ -4376,10 +4595,12 @@ "assignee": [ "worker4" ], + "created_date": "2022-02-16T06:25:48.168Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4388,10 +4609,12 @@ "fields": { "segment": 8, "assignee": null, + "created_date": "2022-02-16T06:26:54.631Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "new" + "state": "new", + "type": "annotation" } }, { @@ -4400,10 +4623,12 @@ "fields": { "segment": 9, "assignee": null, + "created_date": "2022-02-21T10:31:52.429Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4414,10 +4639,12 @@ "assignee": [ "admin1" ], + "created_date": "2022-03-05T08:30:48.612Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4428,10 +4655,12 @@ "assignee": [ "worker4" ], + "created_date": "2022-03-05T09:33:10.420Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4440,10 +4669,12 @@ "fields": { "segment": 12, "assignee": null, + "created_date": "2022-03-05T09:33:10.420Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "validation", "stage": "validation", - "state": "new" + "state": "new", + "type": "annotation" } }, { @@ -4452,10 +4683,12 @@ "fields": { "segment": 13, "assignee": null, + "created_date": "2022-03-05T09:33:10.420Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "validation", "stage": "acceptance", - "state": "new" + "state": "new", + "type": "annotation" } }, { @@ -4464,10 +4697,12 @@ "fields": { "segment": 14, "assignee": null, + "created_date": "2022-03-05T09:33:10.420Z", "updated_date": "2022-11-03T13:57:26.346Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4478,10 +4713,12 @@ "assignee": [ "worker2" ], + "created_date": "2022-03-05T10:32:19.149Z", "updated_date": "2022-06-22T09:18:45.296Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4490,10 +4727,12 @@ "fields": { "segment": 17, "assignee": null, + "created_date": "2022-06-08T08:33:06.505Z", "updated_date": "2022-12-05T07:47:01.633Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4502,10 +4741,12 @@ "fields": { "segment": 18, "assignee": null, + "created_date": "2022-09-22T14:22:25.820Z", "updated_date": "2022-09-23T11:57:02.302Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4514,10 +4755,12 @@ "fields": { "segment": 19, "assignee": null, + "created_date": "2022-12-01T12:53:10.425Z", "updated_date": "2022-12-01T12:53:35.354Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4526,10 +4769,12 @@ "fields": { "segment": 21, "assignee": null, + "created_date": "2023-02-10T14:05:25.947Z", "updated_date": "2023-02-10T14:05:26.022Z", "status": "annotation", "stage": "annotation", - "state": "new" + "state": "new", + "type": "annotation" } }, { @@ -4538,10 +4783,12 @@ "fields": { "segment": 22, "assignee": null, + "created_date": "2023-03-01T15:36:26.668Z", "updated_date": "2023-03-01T15:36:38.114Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4550,10 +4797,12 @@ "fields": { "segment": 23, "assignee": null, + "created_date": "2023-03-10T11:56:33.757Z", "updated_date": "2023-03-10T11:56:55.066Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4562,10 +4811,12 @@ "fields": { "segment": 24, "assignee": null, + "created_date": "2023-03-10T11:57:31.614Z", "updated_date": "2023-03-10T11:57:49.019Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4574,10 +4825,12 @@ "fields": { "segment": 25, "assignee": null, + "created_date": "2023-03-27T19:08:07.649Z", "updated_date": "2023-03-27T19:08:27.216Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" } }, { @@ -4586,10 +4839,40 @@ "fields": { "segment": 26, "assignee": null, + "created_date": "2023-03-27T19:08:07.649Z", "updated_date": "2023-03-27T19:08:40.166Z", "status": "annotation", "stage": "annotation", - "state": "in progress" + "state": "in progress", + "type": "annotation" + } +}, +{ + "model": "engine.job", + "pk": 27, + "fields": { + "segment": 27, + "assignee": null, + "created_date": "2023-05-26T16:11:23.880Z", + "updated_date": "2023-05-26T16:11:24.294Z", + "status": "validation", + "stage": "annotation", + "state": "new", + "type": "annotation" + } +}, +{ + "model": "engine.job", + "pk": 28, + "fields": { + "segment": 28, + "assignee": null, + "created_date": "2023-05-26T16:11:23.946Z", + "updated_date": "2023-05-26T16:16:50.630Z", + "status": "validation", + "stage": "acceptance", + "state": "completed", + "type": "ground_truth" } }, { @@ -5288,6 +5571,30 @@ "parent": 63 } }, +{ + "model": "engine.label", + "pk": 66, + "fields": { + "task": 22, + "project": null, + "name": "dog", + "color": "#406040", + "type": "any", + "parent": null + } +}, +{ + "model": "engine.label", + "pk": 67, + "fields": { + "task": 22, + "project": null, + "name": "cat", + "color": "#6080c0", + "type": "any", + "parent": null + } +}, { "model": "engine.skeleton", "pk": 1, @@ -5468,6 +5775,30 @@ "values": "white\nblack\nred" } }, +{ + "model": "engine.attributespec", + "pk": 13, + "fields": { + "label": 67, + "name": "x", + "mutable": false, + "input_type": "text", + "default_value": "yy", + "values": "yy" + } +}, +{ + "model": "engine.attributespec", + "pk": 14, + "fields": { + "label": 67, + "name": "y", + "mutable": false, + "input_type": "radio", + "default_value": "1", + "values": "1\n2" + } +}, { "model": "engine.labeledimage", "pk": 1, @@ -5513,11 +5844,69 @@ } }, { - "model": "engine.labeledshape", - "pk": 1, + "model": "engine.labeledimage", + "pk": 7, "fields": { - "job": 2, - "label": 3, + "job": 28, + "label": 67, + "frame": 0, + "group": 0, + "source": "manual" + } +}, +{ + "model": "engine.labeledimage", + "pk": 8, + "fields": { + "job": 28, + "label": 67, + "frame": 1, + "group": 0, + "source": "manual" + } +}, +{ + "model": "engine.labeledimageattributeval", + "pk": 1, + "fields": { + "spec": 13, + "value": "yy", + "image": 7 + } +}, +{ + "model": "engine.labeledimageattributeval", + "pk": 2, + "fields": { + "spec": 14, + "value": "1", + "image": 7 + } +}, +{ + "model": "engine.labeledimageattributeval", + "pk": 3, + "fields": { + "spec": 13, + "value": 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"panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 11, + "fields": { + "task": 15, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 12, + "fields": { + "task": 17, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 13, + "fields": { + "task": 18, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 14, + "fields": { + "task": 19, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 15, + "fields": { + "task": 20, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 16, + "fields": { + "task": 21, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true + } +}, +{ + "model": "quality_control.qualitysettings", + "pk": 17, + "fields": { + "task": 22, + "iou_threshold": 0.4, + "oks_sigma": 0.09, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "oriented_lines": true, + "line_orientation_threshold": 0.1, + "compare_groups": true, + "group_match_threshold": 0.5, + "check_covered_annotations": true, + "object_visibility_threshold": 0.05, + "panoptic_comparison": true, + "compare_attributes": true } }, { diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index f05e0f8a0966..fdb0b7ca0d8a 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -6,18 +6,18 @@ { "assignee": null, "bug_tracker": null, - "created_date": "2023-04-14T14:40:10.333000Z", + "created_date": "2023-05-26T16:11:23.946000Z", "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", - "frame_count": 4, + "frame_count": 3, "id": 28, "issues": { "count": 0, "url": "http://localhost:8080/api/issues?job_id=28" }, "labels": { - "count": 3, + "count": 2, "url": "http://localhost:8080/api/labels?job_id=28" }, "mode": "annotation", @@ -29,13 +29,13 @@ "stop_frame": 10, "task_id": 22, "type": "ground_truth", - "updated_date": "2023-05-23T14:44:02.697000Z", + "updated_date": "2023-05-26T16:16:50.630000Z", "url": "http://localhost:8080/api/jobs/28" }, { "assignee": null, "bug_tracker": null, - "created_date": "2023-04-14T14:40:10.333000Z", + "created_date": "2023-05-26T16:11:23.880000Z", "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", "dimension": "2d", @@ -46,19 +46,19 @@ "url": "http://localhost:8080/api/issues?job_id=27" }, "labels": { - "count": 3, + "count": 2, "url": "http://localhost:8080/api/labels?job_id=27" }, "mode": "annotation", "project_id": null, "stage": "annotation", "start_frame": 0, - "state": "in progress", - "status": "annotation", + "state": "new", + "status": "validation", "stop_frame": 10, "task_id": 22, "type": "annotation", - "updated_date": "2023-05-23T14:45:08.385000Z", + "updated_date": "2023-05-26T16:11:24.294000Z", "url": "http://localhost:8080/api/jobs/27" }, { diff --git a/tests/python/shared/assets/labels.json b/tests/python/shared/assets/labels.json index e22e8aa87e42..91fb9bd0b54a 100644 --- a/tests/python/shared/assets/labels.json +++ b/tests/python/shared/assets/labels.json @@ -1,5 +1,5 @@ { - "count": 36, + "count": 38, "next": null, "previous": null, "results": [ @@ -717,6 +717,50 @@ "svg": "", "task_id": 8, "type": "skeleton" + }, + { + "attributes": [], + "color": "#406040", + "has_parent": false, + "id": 66, + "name": "dog", + "parent_id": null, + "sublabels": [], + "task_id": 22, + "type": "any" + }, + { + "attributes": [ + { + "default_value": "yy", + "id": 13, + "input_type": "text", + "mutable": false, + "name": "x", + "values": [ + "yy" + ] + }, + { + "default_value": "1", + "id": 14, + "input_type": "radio", + "mutable": false, + "name": "y", + "values": [ + "1", + "2" + ] + } + ], + "color": "#6080c0", + "has_parent": false, + "id": 67, + "name": "cat", + "parent_id": null, + "sublabels": [], + "task_id": 22, + "type": "any" } ] } \ No newline at end of file diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json index b683e8ba7f6e..3f4bd5fbe82d 100644 --- a/tests/python/shared/assets/quality_conflicts.json +++ b/tests/python/shared/assets/quality_conflicts.json @@ -7,12 +7,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 664, + "obj_id": 65, "type": "rectangle" }, { "job_id": 28, - "obj_id": 624, + "obj_id": 101, "type": "rectangle" } ], @@ -26,12 +26,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 638, + "obj_id": 91, "type": "rectangle" }, { "job_id": 28, - "obj_id": 607, + "obj_id": 118, "type": "rectangle" } ], @@ -45,12 +45,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 661, + "obj_id": 88, "type": "points" }, { "job_id": 28, - "obj_id": 608, + "obj_id": 102, "type": "points" } ], @@ -64,12 +64,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 641, + "obj_id": 68, "type": "polygon" }, { "job_id": 28, - "obj_id": 604, + "obj_id": 98, "type": "polygon" } ], @@ -83,12 +83,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 640, + "obj_id": 67, "type": "polyline" }, { "job_id": 28, - "obj_id": 605, + "obj_id": 99, "type": "polyline" } ], @@ -102,12 +102,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 665, + "obj_id": 92, "type": "points" }, { "job_id": 28, - "obj_id": 625, + "obj_id": 119, "type": "points" } ], @@ -121,7 +121,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 613, + "obj_id": 107, "type": "rectangle" } ], @@ -135,7 +135,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 627, + "obj_id": 121, "type": "points" } ], @@ -149,7 +149,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 628, + "obj_id": 122, "type": "points" } ], @@ -163,7 +163,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 644, + "obj_id": 70, "type": "rectangle" } ], @@ -177,7 +177,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 660, + "obj_id": 76, "type": "rectangle" } ], @@ -191,7 +191,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 666, + "obj_id": 93, "type": "points" } ], @@ -205,7 +205,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 658, + "obj_id": 74, "type": "polygon" } ], @@ -219,7 +219,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 668, + "obj_id": 95, "type": "polygon" } ], @@ -233,7 +233,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 659, + "obj_id": 73, "type": "polygon" } ], @@ -247,7 +247,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 669, + "obj_id": 96, "type": "ellipse" } ], @@ -261,7 +261,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 637, + "obj_id": 64, "type": "polyline" } ], @@ -275,7 +275,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 639, + "obj_id": 66, "type": "polyline" } ], @@ -289,7 +289,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 667, + "obj_id": 94, "type": "polyline" } ], @@ -303,12 +303,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 662, + "obj_id": 89, "type": "points" }, { "job_id": 28, - "obj_id": 629, + "obj_id": 123, "type": "points" } ], @@ -322,12 +322,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 665, + "obj_id": 92, "type": "points" }, { "job_id": 28, - "obj_id": 625, + "obj_id": 119, "type": "points" } ], @@ -341,12 +341,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 642, + "obj_id": 69, "type": "mask" }, { "job_id": 28, - "obj_id": 603, + "obj_id": 97, "type": "polygon" } ], @@ -360,12 +360,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 640, + "obj_id": 67, "type": "polyline" }, { "job_id": 28, - "obj_id": 605, + "obj_id": 99, "type": "polyline" } ], @@ -379,7 +379,7 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 642, + "obj_id": 69, "type": "mask" } ], @@ -393,12 +393,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 671, + "obj_id": 65, "type": "rectangle" }, { "job_id": 28, - "obj_id": 670, + "obj_id": 101, "type": "rectangle" } ], @@ -412,12 +412,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 652, + "obj_id": 82, "type": "rectangle" }, { "job_id": 28, - "obj_id": 611, + "obj_id": 103, "type": "rectangle" } ], @@ -431,12 +431,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 656, + "obj_id": 81, "type": "rectangle" }, { "job_id": 28, - "obj_id": 612, + "obj_id": 104, "type": "rectangle" } ], @@ -450,12 +450,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 646, + "obj_id": 83, "type": "rectangle" }, { "job_id": 28, - "obj_id": 620, + "obj_id": 105, "type": "rectangle" } ], @@ -469,12 +469,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 649, + "obj_id": 87, "type": "rectangle" }, { "job_id": 28, - "obj_id": 617, + "obj_id": 106, "type": "rectangle" } ], @@ -488,12 +488,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 650, + "obj_id": 80, "type": "rectangle" }, { "job_id": 28, - "obj_id": 610, + "obj_id": 111, "type": "rectangle" } ], @@ -507,12 +507,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 651, + "obj_id": 77, "type": "rectangle" }, { "job_id": 28, - "obj_id": 609, + "obj_id": 114, "type": "rectangle" } ], @@ -526,7 +526,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 636, + "obj_id": 130, "type": "rectangle" } ], @@ -540,7 +540,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 634, + "obj_id": 128, "type": "points" } ], @@ -554,7 +554,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 630, + "obj_id": 124, "type": "polygon" } ], @@ -568,8 +568,8 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 633, - "type": "mask" + "obj_id": 125, + "type": "ellipse" } ], "frame": 1, @@ -582,8 +582,8 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 631, - "type": "ellipse" + "obj_id": 127, + "type": "mask" } ], "frame": 1, @@ -596,7 +596,7 @@ "annotation_ids": [ { "job_id": 28, - "obj_id": 635, + "obj_id": 129, "type": "polyline" } ], diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index 365f766065ba..21215934bcac 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -4,8 +4,8 @@ "previous": null, "results": [ { - "created_date": "2023-05-23T14:49:50.920000Z", - "gt_last_updated": "2023-05-23T14:44:02.697000Z", + "created_date": "2023-05-26T16:25:36.613000Z", + "gt_last_updated": "2023-05-26T16:16:50.630000Z", "id": 1, "job_id": null, "parameters": { @@ -24,21 +24,21 @@ "mismatching_label": 3, "missing_annotation": 9 }, - "ds_count": 35, + "ds_count": 34, "error_count": 22, - "frame_count": 4, - "frame_share_percent": 0.36363636363636365, - "gt_count": 34, - "valid_count": 22, + "frame_count": 3, + "frame_share_percent": 0.2727272727272727, + "gt_count": 33, + "valid_count": 21, "warning_count": 15 }, "target": "task", - "target_last_updated": "2023-05-23T14:45:08.348000Z", + "target_last_updated": "2023-05-26T16:17:02.635000Z", "task_id": 22 }, { - "created_date": "2023-05-23T14:49:50.924000Z", - "gt_last_updated": "2023-05-23T14:44:02.697000Z", + "created_date": "2023-05-26T16:25:36.616000Z", + "gt_last_updated": "2023-05-26T16:16:50.630000Z", "id": 2, "job_id": 27, "parameters": { @@ -57,16 +57,16 @@ "mismatching_label": 3, "missing_annotation": 9 }, - "ds_count": 35, + "ds_count": 34, "error_count": 22, - "frame_count": 4, - "frame_share_percent": 0.36363636363636365, - "gt_count": 34, - "valid_count": 22, + "frame_count": 3, + "frame_share_percent": 0.2727272727272727, + "gt_count": 33, + "valid_count": 21, "warning_count": 15 }, "target": "job", - "target_last_updated": "2023-05-23T14:45:08.385000Z", + "target_last_updated": "2023-05-26T16:11:24.294000Z", "task_id": null } ] diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index 77b3826172d2..f9f466684fb1 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -6,7 +6,7 @@ { "assignee": null, "bug_tracker": "", - "created_date": "2023-04-14T14:40:10.333000Z", + "created_date": "2023-05-26T16:11:23.540000Z", "data": 21, "data_chunk_size": 72, "data_compressed_chunk_type": "imageset", @@ -20,7 +20,7 @@ "url": "http://localhost:8080/api/jobs?task_id=22" }, "labels": { - "count": 3, + "count": 2, "url": "http://localhost:8080/api/labels?task_id=22" }, "mode": "annotation", @@ -39,10 +39,10 @@ "segment_size": 11, "size": 11, "source_storage": null, - "status": "annotation", - "subset": "", + "status": "validation", + "subset": "Train", "target_storage": null, - "updated_date": "2023-05-23T14:45:08.348000Z", + "updated_date": "2023-05-26T16:17:02.635000Z", "url": "http://localhost:8080/api/tasks/22" }, { From 25f61c40a88209bfee787a2cfc3a400b8083c74d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 26 May 2023 19:55:36 +0300 Subject: [PATCH 191/257] Remove UI changes --- cvat-canvas/src/scss/canvas.scss | 19 - cvat-canvas/src/typescript/canvas.ts | 7 +- cvat-canvas/src/typescript/canvasModel.ts | 6 - cvat-canvas/src/typescript/canvasView.ts | 87 +--- cvat-core/src/annotations-objects.ts | 14 - cvat-core/src/annotations.ts | 40 +- cvat-core/src/api-implementation.ts | 62 +-- cvat-core/src/api.ts | 19 - cvat-core/src/common.ts | 27 -- cvat-core/src/enums.ts | 5 - cvat-core/src/frames.ts | 34 +- cvat-core/src/object-state.ts | 27 +- cvat-core/src/quality-conflict.ts | 142 ------ cvat-core/src/quality-report.ts | 146 ------ cvat-core/src/quality-settings.ts | 184 -------- cvat-core/src/server-proxy.ts | 150 +----- cvat-core/src/server-response-types.ts | 4 +- cvat-core/src/session-implementation.ts | 42 +- cvat-core/src/session.ts | 79 +--- cvat-ui/package.json | 2 - cvat-ui/src/actions/analytics-actions.ts | 110 ----- cvat-ui/src/actions/annotation-actions.ts | 76 +-- cvat-ui/src/actions/jobs-actions.ts | 44 +- cvat-ui/src/actions/settings-actions.ts | 10 - cvat-ui/src/assets/conflict.svg | 13 - cvat-ui/src/assets/duration-icon.svg | 3 - cvat-ui/src/assets/frame-count-icon.svg | 3 - cvat-ui/src/assets/frames-icon.svg | 3 - cvat-ui/src/assets/show-gt-icon.svg | 4 - .../components/actions-menu/actions-menu.tsx | 13 +- .../annotation-page/appearance-block.tsx | 5 +- .../views/canvas2d/canvas-context-menu.tsx | 17 +- .../canvas/views/canvas2d/canvas-wrapper.tsx | 44 +- .../review-workspace/review-workspace.tsx | 2 - .../annotation-page/review/conflict-label.tsx | 52 --- .../review/conflicts-aggregator.tsx | 112 ----- .../review/issues-aggregator.tsx | 4 +- .../annotation-page/review/styles.scss | 49 -- .../objects-side-bar/issues-list.tsx | 93 +--- .../objects-side-bar/object-item-basics.tsx | 3 - .../objects-side-bar/object-item.tsx | 3 - .../objects-side-bar/objects-list-header.tsx | 33 +- .../objects-side-bar/objects-list.tsx | 6 - .../objects-side-bar/styles.scss | 52 +-- .../components/annotation-page/styles.scss | 9 - .../annotation-page/top-bar/filters-modal.tsx | 237 +++------- .../annotation-page/top-bar/right-group.tsx | 6 +- .../create-job-page/create-job-page.tsx | 71 --- .../components/create-job-page/job-form.tsx | 251 ---------- .../components/create-job-page/styles.scss | 45 -- cvat-ui/src/components/cvat-app.tsx | 4 - .../components/job-item/job-actions-menu.tsx | 69 --- cvat-ui/src/components/job-item/job-item.tsx | 241 ---------- cvat-ui/src/components/job-item/styles.scss | 58 --- cvat-ui/src/components/jobs-page/job-card.tsx | 26 +- .../src/components/jobs-page/jobs-content.tsx | 6 +- .../quality/analytics-card.tsx | 64 --- .../task-analytics-page/quality/common.ts | 19 - .../task-analytics-page/quality/empty-job.tsx | 39 -- .../quality/gt-conflicts.tsx | 103 ----- .../task-analytics-page/quality/issues.tsx | 61 --- .../task-analytics-page/quality/job-list.tsx | 305 ------------- .../quality/mean-quality.tsx | 99 ---- .../quality/quality-settings-modal.tsx | 263 ----------- .../quality/task-quality-component.tsx | 66 --- .../task-analytics-page/styles.scss | 141 ------ .../task-analytics-page.tsx | 131 ------ cvat-ui/src/components/task-page/job-list.tsx | 431 ++++++++++++------ .../task-page/jobs-filter-configuration.ts | 106 ----- cvat-ui/src/components/task-page/styles.scss | 22 +- .../src/components/task-page/task-page.tsx | 2 +- cvat-ui/src/components/task-page/top-bar.tsx | 14 +- .../components/task-page/user-selector.tsx | 7 +- .../src/components/tasks-page/task-item.tsx | 12 +- .../containers/actions-menu/actions-menu.tsx | 5 +- .../objects-side-bar/object-item.tsx | 1 - .../objects-side-bar/objects-list.tsx | 27 +- .../annotation-page/top-bar/top-bar.tsx | 21 +- cvat-ui/src/cvat-core-wrapper.ts | 14 +- cvat-ui/src/icons.tsx | 10 - cvat-ui/src/reducers/analytics-reducer.ts | 110 ----- cvat-ui/src/reducers/annotation-reducer.ts | 47 +- cvat-ui/src/reducers/index.ts | 41 +- cvat-ui/src/reducers/jobs-reducer.ts | 51 --- cvat-ui/src/reducers/notifications-reducer.ts | 91 +--- cvat-ui/src/reducers/review-reducer.ts | 8 - cvat-ui/src/reducers/root-reducer.ts | 2 - cvat-ui/src/reducers/settings-reducer.ts | 19 - cvat-ui/src/utils/quality-color.ts | 34 -- yarn.lock | 11 +- 90 files changed, 534 insertions(+), 4716 deletions(-) delete mode 100644 cvat-core/src/quality-conflict.ts delete mode 100644 cvat-core/src/quality-report.ts delete mode 100644 cvat-core/src/quality-settings.ts delete mode 100644 cvat-ui/src/actions/analytics-actions.ts delete mode 100644 cvat-ui/src/assets/conflict.svg delete mode 100644 cvat-ui/src/assets/duration-icon.svg delete mode 100644 cvat-ui/src/assets/frame-count-icon.svg delete mode 100644 cvat-ui/src/assets/frames-icon.svg delete mode 100644 cvat-ui/src/assets/show-gt-icon.svg delete mode 100644 cvat-ui/src/components/annotation-page/review/conflict-label.tsx delete mode 100644 cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx delete mode 100644 cvat-ui/src/components/create-job-page/create-job-page.tsx delete mode 100644 cvat-ui/src/components/create-job-page/job-form.tsx delete mode 100644 cvat-ui/src/components/create-job-page/styles.scss delete mode 100644 cvat-ui/src/components/job-item/job-actions-menu.tsx delete mode 100644 cvat-ui/src/components/job-item/job-item.tsx delete mode 100644 cvat-ui/src/components/job-item/styles.scss delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/common.ts delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/issues.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/job-list.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx delete mode 100644 cvat-ui/src/components/task-analytics-page/styles.scss delete mode 100644 cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx delete mode 100644 cvat-ui/src/components/task-page/jobs-filter-configuration.ts delete mode 100644 cvat-ui/src/reducers/analytics-reducer.ts delete mode 100644 cvat-ui/src/utils/quality-color.ts diff --git a/cvat-canvas/src/scss/canvas.scss b/cvat-canvas/src/scss/canvas.scss index 7396e8e3c5ce..954a15b931b6 100644 --- a/cvat-canvas/src/scss/canvas.scss +++ b/cvat-canvas/src/scss/canvas.scss @@ -148,20 +148,6 @@ polyline.cvat_canvas_shape_splitting { stroke-dasharray: 5; } -.cvat_canvas_ground_truth { - stroke-dasharray: 1; -} - -.cvat_canvas_conflicted { - stroke: #ff4800; - stroke-dasharray: 1; -} - -.cvat_canvas_warned { - stroke: #ff7301; - stroke-dasharray: 1; -} - .cvat_canvas_shape_occluded_point { stroke-dasharray: 1 !important; stroke: white; @@ -394,8 +380,3 @@ g.cvat_canvas_shape_occluded { stroke: #09c; } } - -.cvat_canvas_shape_darken { - fill: #838383; - stroke: #838383; -} diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index 5e07159826d5..9b4c6c60d11a 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -32,8 +32,7 @@ interface Canvas { html(): HTMLDivElement; setup(frameData: any, objectStates: any[], zLayer?: number): void; setupIssueRegions(issueRegions: Record): void; - setupConflictRegions(clientID: number): number[]; - activate(clientID: number | null, attributeID?: number): number[]; + activate(clientID: number | null, attributeID?: number): void; rotate(rotationAngle: number): void; focus(clientID: number, padding?: number): void; fit(): void; @@ -85,10 +84,6 @@ class CanvasImpl implements Canvas { this.model.setupIssueRegions(issueRegions); } - public setupConflictsRegions(clientID: number): number[] { - return this.view.setupConflictsRegions(clientID); - } - public fitCanvas(): void { this.model.fitCanvas(this.view.html().clientWidth, this.view.html().clientHeight); } diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index 2543154e52fc..2d5b19387bee 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -68,7 +68,6 @@ export interface Configuration { textContent?: string; undefinedAttrValue?: string; showProjections?: boolean; - showConflicts?: boolean; forceDisableEditing?: boolean; intelligentPolygonCrop?: boolean; forceFrameUpdate?: boolean; @@ -351,7 +350,6 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { autoborders: false, displayAllText: false, showProjections: false, - showConflicts: false, forceDisableEditing: false, intelligentPolygonCrop: false, forceFrameUpdate: false, @@ -859,10 +857,6 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.data.configuration.colorBy = configuration.colorBy; } - if (typeof configuration.showConflicts === 'boolean') { - this.data.configuration.showConflicts = configuration.showConflicts; - } - if (typeof configuration.CSSImageFilter === 'string') { this.data.configuration.CSSImageFilter = configuration.CSSImageFilter; } diff --git a/cvat-canvas/src/typescript/canvasView.ts b/cvat-canvas/src/typescript/canvasView.ts index 332150f5df21..be39a4697a28 100644 --- a/cvat-canvas/src/typescript/canvasView.ts +++ b/cvat-canvas/src/typescript/canvasView.ts @@ -63,7 +63,6 @@ import { export interface CanvasView { html(): HTMLDivElement; - setupConflictsRegions(clientID: number): number[]; } export class CanvasViewImpl implements CanvasView, Listener { @@ -1315,11 +1314,6 @@ export class CanvasViewImpl implements CanvasView, Listener { (shapeView as any).instance .fill({ color: fill, opacity: fillOpacity }) .stroke({ color: stroke }); - if (configuration.showConflicts && objectState?.conflict) { - shapeView.classList.add('cvat_canvas_conflicted'); - } else if (!configuration.showConflicts && objectState?.conflict) { - shapeView.classList.remove('cvat_canvas_conflicted'); - } } if (drawnState.elements) { @@ -1331,8 +1325,7 @@ export class CanvasViewImpl implements CanvasView, Listener { const withUpdatingShapeViews = configuration.shapeOpacity !== this.configuration.shapeOpacity || configuration.selectedShapeOpacity !== this.configuration.selectedShapeOpacity || configuration.outlinedBorders !== this.configuration.outlinedBorders || - configuration.colorBy !== this.configuration.colorBy || - configuration.showConflicts !== this.configuration.showConflicts; + configuration.colorBy !== this.configuration.colorBy; if (configuration.displayAllText && !this.configuration.displayAllText) { for (const i in this.drawnStates) { @@ -1716,17 +1709,6 @@ export class CanvasViewImpl implements CanvasView, Listener { return this.canvas; } - public setupConflictsRegions(SShape: any): number[] { - let cx = 0; - let cy = 0; - const shape = this.svgShapes[SShape.clientID]; - if (!shape) return []; - const box = (shape.node as any).getBBox(); - cx = box.x + (box.width) / 2; - cy = box.y; - return [cx, cy]; - } - private redrawBitmap(): void { const width = +this.background.style.width.slice(0, -2); const height = +this.background.style.height.slice(0, -2); @@ -2206,12 +2188,6 @@ export class CanvasViewImpl implements CanvasView, Listener { this.deleteText(clientID); } - for (const [key, otherShape] of Object.entries(this.svgShapes)) { - otherShape.removeClass('cvat_canvas_shape_darken'); - otherShape.removeClass('cvat_canvas_conflicted'); - otherShape.removeClass('cvat_canvas_warned'); - } - this.sortObjects(); this.activeElement = { @@ -2243,6 +2219,7 @@ export class CanvasViewImpl implements CanvasView, Listener { private activateShape(clientID: number): void { const [state] = this.controller.objects.filter((_state: any): boolean => _state.clientID === clientID); + if (state && state.shapeType === 'points') { this.svgShapes[clientID] .remember('_selectHandler') @@ -2254,42 +2231,6 @@ export class CanvasViewImpl implements CanvasView, Listener { } const shape = this.svgShapes[clientID]; - if (this.configuration.showConflicts && state.conflict) { - const conflictedStates = state.conflict.annotationConflicts.map((annotationConflict) => { - const [conflictedState] = this.controller.objects.filter( - (_state: any): boolean => _state.serverID === annotationConflict.objId, - ); - return conflictedState; - }).filter( - // TODO: in the list, there can be null values in some cases - // (eg. from looking for an annotation from the other job), - // produced from [x] = []. - // Need to investigate, why it happens only sometimes. - // Here we just filter such values - Boolean - ); - - const conflictedMap = {}; - conflictedStates.forEach((_state) => { - conflictedMap[_state.clientID] = _state.conflict; - if (_state.elements.length) { - _state.elements.forEach((element) => { conflictedMap[element.clientID] = _state.conflict; }); - } - }); - - for (const [key, otherShape] of Object.entries(this.svgShapes)) { - if (conflictedMap[+key]) { - const { importance } = conflictedMap[+key]; - if (importance === 'error') { - otherShape.addClass('cvat_canvas_conflicted'); - } else if (importance === 'warning') { - otherShape.addClass('cvat_canvas_warned'); - } - } else { - otherShape.addClass('cvat_canvas_shape_darken'); - } - } - } let text = this.svgTexts[clientID]; if (!text) { text = this.addText(state); @@ -2764,10 +2705,6 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_hidden'); } - if (state.isGroundTruth) { - rect.addClass('cvat_canvas_ground_truth'); - } - return rect; } @@ -2792,10 +2729,6 @@ export class CanvasViewImpl implements CanvasView, Listener { polygon.addClass('cvat_canvas_hidden'); } - if (state.isGroundTruth) { - polygon.addClass('cvat_canvas_ground_truth'); - } - return polygon; } @@ -2820,10 +2753,6 @@ export class CanvasViewImpl implements CanvasView, Listener { polyline.addClass('cvat_canvas_hidden'); } - if (state.isGroundTruth) { - polyline.addClass('cvat_canvas_ground_truth'); - } - return polyline; } @@ -2849,10 +2778,6 @@ export class CanvasViewImpl implements CanvasView, Listener { cube.addClass('cvat_canvas_hidden'); } - if (state.isGroundTruth) { - cube.addClass('cvat_canvas_ground_truth'); - } - return cube; } @@ -3427,10 +3352,6 @@ export class CanvasViewImpl implements CanvasView, Listener { rect.addClass('cvat_canvas_hidden'); } - if (state.isGroundTruth) { - rect.addClass('cvat_canvas_ground_truth'); - } - return rect; } @@ -3457,10 +3378,6 @@ export class CanvasViewImpl implements CanvasView, Listener { group.addClass('cvat_canvas_shape_occluded'); } - if (state.isGroundTruth) { - group.addClass('cvat_canvas_ground_truth'); - } - shape.remove = (): SVG.PolyLine => { this.selectize(false, shape); shape.constructor.prototype.remove.call(shape); diff --git a/cvat-core/src/annotations-objects.ts b/cvat-core/src/annotations-objects.ts index 19eddc01e9ca..38df9bd9360b 100644 --- a/cvat-core/src/annotations-objects.ts +++ b/cvat-core/src/annotations-objects.ts @@ -57,14 +57,12 @@ class Annotation { protected history: any; protected groupColors: Record; public serverID: number | null; - protected jobID: number; protected parentID: number | null; protected dimension: DimensionType; public group: number; public label: Label; public frame: number; private _removed: boolean; - protected isGroundTruth: boolean; public lock: boolean; protected readOnlyFields: string[]; protected color: string; @@ -82,14 +80,12 @@ class Annotation { this.groupColors = injection.groupColors; this.clientID = clientID; this.serverID = data.id || null; - this.jobID = data.job_id; this.parentID = injection.parentID || null; this.dimension = injection.dimension; this.group = data.group; this.label = this.taskLabels[data.label_id]; this.frame = data.frame; this._removed = false; - this.isGroundTruth = data.is_gt || false; this.lock = false; this.readOnlyFields = injection.readOnlyFields || []; this.color = color; @@ -570,7 +566,6 @@ export class Shape extends Drawn { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, - jobID: this.jobID, parentID: this.parentID, occluded: this.occluded, lock: this.lock, @@ -585,7 +580,6 @@ export class Shape extends Drawn { hidden: this.hidden, updated: this.updated, pinned: this.pinned, - isGroundTruth: this.isGroundTruth, frame, source: this.source, ...this.withContext(frame), @@ -937,7 +931,6 @@ export class Track extends Drawn { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, - jobID: this.jobID, parentID: this.parentID, lock: this.lock, color: this.color, @@ -953,7 +946,6 @@ export class Track extends Drawn { }, frame, source: this.source, - isGroundTruth: this.isGroundTruth, ...this.withContext(frame), }; } @@ -1473,7 +1465,6 @@ export class Tag extends Annotation { objectType: ObjectType.TAG, clientID: this.clientID, serverID: this.serverID, - jobID: this.jobID, lock: this.lock, attributes: { ...this.attributes }, label: this.label, @@ -1482,7 +1473,6 @@ export class Tag extends Annotation { updated: this.updated, frame, source: this.source, - isGroundTruth: this.isGroundTruth, ...this.withContext(frame), }; } @@ -1998,11 +1988,9 @@ export class SkeletonShape extends Shape { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, - jobID: this.jobID, points: this.points, zOrder: this.zOrder, rotation: 0, - isGroundTruth: this.isGroundTruth, attributes: { ...this.attributes }, descriptions: [...this.descriptions], elements, @@ -2908,8 +2896,6 @@ export class SkeletonTrack extends Track { shapeType: this.shapeType, clientID: this.clientID, serverID: this.serverID, - jobID: this.jobID, - isGroundTruth: this.isGroundTruth, color: this.color, updated: Math.max(this.updated, ...this.elements.map((element) => element.updated)), label: this.label, diff --git a/cvat-core/src/annotations.ts b/cvat-core/src/annotations.ts index 6f2c59bff7ef..af43dbb07b4c 100644 --- a/cvat-core/src/annotations.ts +++ b/cvat-core/src/annotations.ts @@ -29,43 +29,13 @@ function getCache(sessionType) { throw new ScriptingError(`Unknown session type was received ${sessionType}`); } -function processGroundTruthAnnotations(rawAnnotations, groundTruthAnnotations) { - groundTruthAnnotations.shapes.forEach((annotation) => { annotation.is_gt = true; }); - groundTruthAnnotations.tracks.forEach((annotation) => { annotation.is_gt = true; }); - groundTruthAnnotations.tags.forEach((annotation) => { annotation.is_gt = true; }); - const result = { - shapes: [...rawAnnotations.shapes, ...groundTruthAnnotations.shapes], - tracks: [...rawAnnotations.tracks, ...groundTruthAnnotations.tracks], - tags: [...rawAnnotations.tags, ...groundTruthAnnotations.tags], - }; - return result; -} - -function addJobId(rawAnnotations, jobID) { - rawAnnotations.shapes.forEach((annotation) => { annotation.job_id = jobID; }); - rawAnnotations.tracks.forEach((annotation) => { annotation.job_id = jobID; }); - rawAnnotations.tags.forEach((annotation) => { annotation.job_id = jobID; }); - const result = { - shapes: [...rawAnnotations.shapes], - tracks: [...rawAnnotations.tracks], - tags: [...rawAnnotations.tags], - }; - return result; -} - -async function getAnnotationsFromServer(session, groundTruthJobId) { +async function getAnnotationsFromServer(session) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); if (!cache.has(session)) { - let rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); - rawAnnotations = addJobId(rawAnnotations, session.id); - if (groundTruthJobId) { - let gtAnnotations = await serverProxy.annotations.getAnnotations(sessionType, groundTruthJobId); - gtAnnotations = addJobId(gtAnnotations, groundTruthJobId); - rawAnnotations = processGroundTruthAnnotations(rawAnnotations, gtAnnotations); - } - console.log(rawAnnotations); + const rawAnnotations = await serverProxy.annotations.getAnnotations(sessionType, session.id); + // Get meta information about frames const startFrame = sessionType === 'job' ? session.startFrame : 0; const stopFrame = sessionType === 'job' ? session.stopFrame : session.size - 1; @@ -100,7 +70,7 @@ export async function clearCache(session) { } } -export async function getAnnotations(session, frame, allTracks, filters, groundTruthJobId) { +export async function getAnnotations(session, frame, allTracks, filters) { const sessionType = session instanceof Task ? 'task' : 'job'; const cache = getCache(sessionType); @@ -108,7 +78,7 @@ export async function getAnnotations(session, frame, allTracks, filters, groundT return cache.get(session).collection.get(frame, allTracks, filters); } - await getAnnotationsFromServer(session, groundTruthJobId); + await getAnnotationsFromServer(session); return cache.get(session).collection.get(frame, allTracks, filters); } diff --git a/cvat-core/src/api-implementation.ts b/cvat-core/src/api-implementation.ts index b1905087cc96..4c9ed8437377 100644 --- a/cvat-core/src/api-implementation.ts +++ b/cvat-core/src/api-implementation.ts @@ -16,7 +16,6 @@ import { checkFilter, checkExclusiveFields, checkObjectType, - filterFieldsToSnakeCase, } from './common'; import User from './user'; @@ -26,9 +25,6 @@ import Project from './project'; import CloudStorage from './cloud-storage'; import Organization from './organization'; import Webhook from './webhook'; -import QualityReport from './quality-report'; -import QualityConflict from './quality-conflict'; -import QualitySettings from './quality-settings'; export default function implementAPI(cvat) { cvat.plugins.list.implementation = PluginRegistry.list; @@ -333,8 +329,21 @@ export default function implementAPI(cvat) { }); checkExclusiveFields(filter, ['id', 'projectId'], ['page']); + const searchParams = {}; + for (const key of Object.keys(filter)) { + if (['page', 'id', 'filter', 'search', 'sort'].includes(key)) { + searchParams[key] = filter[key]; + } + } - const searchParams = filterFieldsToSnakeCase(filter, ['projectId']); + if (filter.projectId) { + if (searchParams.filter) { + const parsed = JSON.parse(searchParams.filter); + searchParams.filter = JSON.stringify({ and: [parsed, { '==': [{ var: 'project_id' }, filter.projectId] }] }); + } else { + searchParams.filter = JSON.stringify({ and: [{ '==': [{ var: 'project_id' }, filter.projectId] }] }); + } + } const webhooksData = await serverProxy.webhooks.get(searchParams); const webhooks = webhooksData.map((webhookData) => new Webhook(webhookData)); @@ -342,48 +351,5 @@ export default function implementAPI(cvat) { return webhooks; }; - cvat.analytics.quality.reports.implementation = async (filter) => { - // checkFilter(filter, { - // taskId: isInteger, - // parentId: isInteger, - // }); - - // const searchParams = filterFieldsToSnakeCase(filter, ['taskId', 'parentId']); - // TMP solution aka filters disabled - let updatedParams: Record = {}; - if ('taskId' in filter) { - updatedParams = { - task_id: filter.taskId, - sort: '-created_date', - target: filter.target, - }; - } - if ('jobId' in filter) { - updatedParams = { - job_id: filter.jobId, - sort: '-created_date', - target: filter.target, - }; - } - const reportsData = await serverProxy.analytics.quality.reports(updatedParams); - - return reportsData.map((report) => new QualityReport({ ...report })); - }; - - cvat.analytics.quality.conflicts.implementation = async (filter) => { - let updatedParams: Record = {}; - updatedParams = { - report_id: filter.reportId, - }; - const reportsData = await serverProxy.analytics.quality.conflicts(updatedParams); - - return reportsData.map((conflict) => new QualityConflict({ ...conflict })); - }; - - cvat.analytics.quality.settings.get.implementation = async (taskID: number) => { - const settings = await serverProxy.analytics.quality.settings.get(taskID); - return new QualitySettings({ ...settings }); - }; - return cvat; } diff --git a/cvat-core/src/api.ts b/cvat-core/src/api.ts index 022d996b1d8a..b899b3c96e87 100644 --- a/cvat-core/src/api.ts +++ b/cvat-core/src/api.ts @@ -264,24 +264,6 @@ function build() { return result; }, }, - analytics: { - quality: { - async reports(filter: any) { - const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.reports, filter); - return result; - }, - async conflicts(filter: any) { - const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.conflicts, filter); - return result; - }, - settings: { - async get(taskID: number) { - const result = await PluginRegistry.apiWrapper(cvat.analytics.quality.settings.get, taskID); - return result; - }, - }, - }, - }, classes: { User, Project: implementProject(Project), @@ -313,7 +295,6 @@ function build() { cvat.enums = Object.freeze(cvat.enums); cvat.cloudStorages = Object.freeze(cvat.cloudStorages); cvat.organizations = Object.freeze(cvat.organizations); - cvat.analytics = Object.freeze(cvat.analytics); const implemented = Object.freeze(implementAPI(cvat)); return implemented; diff --git a/cvat-core/src/common.ts b/cvat-core/src/common.ts index 65b9907285c7..1aa67589cfdc 100644 --- a/cvat-core/src/common.ts +++ b/cvat-core/src/common.ts @@ -114,30 +114,3 @@ export class FieldUpdateTrigger { export function clamp(value: number, min: number, max: number): number { return Math.min(Math.max(value, min), max); } - -export function camelToSnakeCase(str: string): string { - return str.replace(/[A-Z]/g, (letter: string) => `_${letter.toLowerCase()}`); -} - -export function filterFieldsToSnakeCase(filter: Record, keysToSnake: string[]): Record { - const searchParams:Record = {}; - for (const key of Object.keys(filter)) { - if (!keysToSnake.includes(key)) { - searchParams[key] = filter[key]; - } - } - const filtersGroup = []; - for (const key of keysToSnake) { - if (filter[key]) { - filtersGroup.push({ '==': [{ var: camelToSnakeCase(key) }, filter[key]] }); - } - } - - if (searchParams.filter) { - const parsed = JSON.parse(searchParams.filter); - searchParams.filter = JSON.stringify({ and: [parsed, ...filtersGroup] }); - } else { - searchParams.filter = JSON.stringify({ and: [...filtersGroup] }); - } - return searchParams; -} diff --git a/cvat-core/src/enums.ts b/cvat-core/src/enums.ts index 1246d536ccbc..2ee04197cbae 100644 --- a/cvat-core/src/enums.ts +++ b/cvat-core/src/enums.ts @@ -34,11 +34,6 @@ export enum JobState { REJECTED = 'rejected', } -export enum JobType { - ANNOTATION = 'annotation', - GROUND_TRUTH = 'ground_truth', -} - export enum DimensionType { DIMENSION_2D = '2d', DIMENSION_3D = '3d', diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index 94daecab1979..cd67e55ac3c0 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -6,7 +6,6 @@ import { isBrowser, isNode } from 'browser-or-node'; import * as cvatData from 'cvat-data'; -import jsonLogic from 'json-logic-js'; import { DimensionType } from 'enums'; import PluginRegistry from './plugins'; import serverProxy, { FramesMetaData } from './server-proxy'; @@ -318,20 +317,20 @@ FrameData.prototype.data.implementation = async function (onServerRequest) { function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { const { meta, mode, startFrame } = frameDataCache[jobID]; - let frame_meta = null; - if (mode === 'interpolation' && meta.frames.length == 1) { - // video tasks have 1 frame info, but image tasks will have many infos - [frame_meta] = meta.frames; - } else if (mode === 'annotation' || mode === 'interpolation' && meta.frames.length > 1) { - if (frame > meta.stop_frame) { + let size = null; + if (mode === 'interpolation') { + [size] = meta.frames; + } else if (mode === 'annotation') { + if (frame >= meta.size) { throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); + } else { + size = meta.frames[frame - startFrame]; } - frame_meta = meta.frames[frame - startFrame]; } else { throw new DataError(`Invalid mode is specified ${mode}`); } - return frame_meta; + return size; } class FrameBuffer { @@ -686,6 +685,7 @@ export async function getFrame( nextChunkRequest: null, }; + // relevant only for video chunks const frameMeta = getFrameMeta(jobID, frame); frameDataCache[jobID].provider.setRenderSize(frameMeta.width, frameMeta.height); } @@ -739,32 +739,20 @@ export async function patchMeta(jobID) { frameDataCache[jobID].meta.deleted_frames = prevDeletedFrames; } -export async function findFrame(jobID, frameFrom, frameTo, filters, externalMeta) { - const offset = filters.offset || 1; +export async function findNotDeletedFrame(jobID, frameFrom, frameTo, offset) { let meta; if (!frameDataCache[jobID]) { meta = await serverProxy.frames.getMeta('job', jobID); } else { meta = frameDataCache[jobID].meta; } - const sign = Math.sign(frameTo - frameFrom); const predicate = sign > 0 ? (frame) => frame <= frameTo : (frame) => frame >= frameTo; const update = sign > 0 ? (frame) => frame + 1 : (frame) => frame - 1; let framesCounter = 0; let lastUndeletedFrame = null; - const check = (frame): boolean => { - if (meta.included_frames) { - return (meta.included_frames.includes(frame)) && !(frame in meta.deleted_frames); - } - if (Array.isArray(filters.jsonFilters) && filters.jsonFilters.length) { - const frameConvert = { conflicted: externalMeta.conflictedFrames.includes(frame) }; - return jsonLogic.apply(filters.jsonFilters[0], frameConvert); - } - return !(frame in meta.deleted_frames); - }; for (let frame = frameFrom; predicate(frame); frame = update(frame)) { - if (check(frame)) { + if (!(frame in meta.deleted_frames)) { lastUndeletedFrame = frame; framesCounter++; if (framesCounter === offset) { diff --git a/cvat-core/src/object-state.ts b/cvat-core/src/object-state.ts index 420c983c2461..30646e417379 100644 --- a/cvat-core/src/object-state.ts +++ b/cvat-core/src/object-state.ts @@ -1,5 +1,5 @@ // Copyright (C) 2019-2022 Intel Corporation -// Copyright (C) 2022-2023 CVAT.ai Corporation +// Copyright (C) 2022 CVAT.ai Corporation // // SPDX-License-Identifier: MIT @@ -8,7 +8,6 @@ import PluginRegistry from './plugins'; import { ArgumentError } from './exceptions'; import { Label } from './labels'; import { isEnum } from './common'; -import QualityConflict from './quality-conflict'; interface UpdateFlags { label: boolean; @@ -36,7 +35,6 @@ export interface SerializedData { shapeType?: ShapeType; clientID?: number; serverID?: number; - jobID?: number; parentID?: number; lock?: boolean; hidden?: boolean; @@ -53,7 +51,6 @@ export interface SerializedData { keyframe?: boolean; rotation?: number; descriptions?: string[]; - isGroundTruth?: boolean; keyframes?: { prev: number | null; next: number | null; @@ -80,12 +77,9 @@ export default class ObjectState { public readonly source: Source; public readonly clientID: number | null; public readonly serverID: number | null; - public readonly jobID: number | null; public readonly parentID: number | null; public readonly updated: number; public readonly group: { color: string; id: number; } | null; - public readonly isGroundTruth: boolean; - public conflict: QualityConflict | null; public readonly keyframes: { first: number | null; prev: number | null; @@ -172,15 +166,12 @@ export default class ObjectState { hidden: false, pinned: false, source: Source.MANUAL, - isGroundTruth: serialized.isGroundTruth || false, - conflict: null, keyframes: serialized.keyframes || null, group: serialized.group || null, updated: serialized.updated || Date.now(), clientID: serialized.clientID || null, serverID: serialized.serverID || null, - jobID: serialized.jobID || null, parentID: serialized.parentID || null, frame: serialized.frame, @@ -206,10 +197,7 @@ export default class ObjectState { get: () => data.shapeType, }, source: { - get: () => (data.isGroundTruth ? 'Ground truth' : data.source), - }, - isGroundTruth: { - get: () => data.isGroundTruth, + get: () => data.source, }, clientID: { get: () => data.clientID, @@ -217,9 +205,6 @@ export default class ObjectState { serverID: { get: () => data.serverID, }, - jobID: { - get: () => data.jobID, - }, parentID: { get: () => data.parentID, }, @@ -231,7 +216,7 @@ export default class ObjectState { }, }, color: { - get: () => (this.isGroundTruth ? '#ffffff' : data.color), + get: () => data.color, set: (color) => { data.updateFlags.color = true; data.color = color; @@ -466,12 +451,6 @@ export default class ObjectState { return []; }, }, - conflict: { - get: () => data.conflict, - set: (conflict) => { - data.conflict = conflict; - }, - }, }), ); diff --git a/cvat-core/src/quality-conflict.ts b/cvat-core/src/quality-conflict.ts deleted file mode 100644 index 39a5a8bb93de..000000000000 --- a/cvat-core/src/quality-conflict.ts +++ /dev/null @@ -1,142 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -export enum QualityConflictType { - EXTRA = 'extra_annotation', - MISMATCHING = 'mismatching_label', - MISSING = 'missing_annotation', -} - -export enum ConflictImportance { - ERROR = 'error', - WARNING = 'warning', -} - -export interface RawQualityConflictData { - id?: number; - frame?: number; - type?: string; - annotation_ids?: RawAnnotationConflictData[]; - data?: string; - importance?: string; -} - -export interface RawAnnotationConflictData { - job_id?: number; - obj_id?: number; - type?: string; - conflict_type?: string; - importance?: string; -} - -export class AnnotationConflict { - public readonly jobId: number; - public readonly objId: number; - public readonly type: string; - public readonly conflictType: QualityConflictType; - public readonly importance: ConflictImportance; - public readonly description: string; - - constructor(initialData: RawAnnotationConflictData) { - const data: RawAnnotationConflictData = { - job_id: undefined, - obj_id: undefined, - type: undefined, - conflict_type: undefined, - importance: undefined, - }; - - for (const property in data) { - if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { - data[property] = initialData[property]; - } - } - - Object.defineProperties( - this, - Object.freeze({ - jobId: { - get: () => data.job_id, - }, - objId: { - get: () => data.obj_id, - }, - type: { - get: () => data.type, - }, - conflictType: { - get: () => data.conflict_type, - }, - importance: { - get: () => data.importance, - }, - description: { - get: () => { - const desc = this.conflictType.split('_').join(' '); - return desc.charAt(0).toUpperCase() + desc.slice(1); - }, - }, - }), - ); - } -} - -export default class QualityConflict { - public readonly id: number; - public readonly frame: number; - public readonly type: QualityConflictType; - public readonly annotationConflicts: AnnotationConflict[]; - public readonly importance: ConflictImportance; - public readonly description: string; - - constructor(initialData: RawQualityConflictData) { - const data: RawQualityConflictData = { - id: undefined, - frame: undefined, - type: undefined, - annotation_ids: [], - importance: undefined, - }; - - for (const property in data) { - if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { - data[property] = initialData[property]; - } - } - - data.annotation_ids = data.annotation_ids - .map((rawData: RawAnnotationConflictData) => new AnnotationConflict({ - ...rawData, - conflict_type: data.type, - importance: data.importance, - })); - - Object.defineProperties( - this, - Object.freeze({ - id: { - get: () => data.id, - }, - frame: { - get: () => data.frame, - }, - type: { - get: () => data.type, - }, - annotationConflicts: { - get: () => data.annotation_ids, - }, - importance: { - get: () => data.importance, - }, - description: { - get: () => { - const desc = this.type.split('_').join(' '); - return desc.charAt(0).toUpperCase() + desc.slice(1); - }, - }, - }), - ); - } -} diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts deleted file mode 100644 index 5aeff0aa4f82..000000000000 --- a/cvat-core/src/quality-report.ts +++ /dev/null @@ -1,146 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -export interface RawQualityReportData { - id?: number; - parent_id?: number; - task_id?: number; - job_id?: number; - target: string; - created_date?: string; - gt_last_updated?: string; - summary?: { - frame_count: number, - frame_share_percent: number, - conflict_count: number, - valid_count: number, - ds_count: number, - gt_count: number, - error_count: number, - warning_count: number, - conflicts_by_type: { - extra_annotation: number, - missing_annotation: number, - mismatching_label: number, - low_overlap: number, - mismatching_direction: number, - mismatching_attributes: number, - mismatching_groups: number, - covered_annotation: number, - } - }; - parameters?: object; -} - -export interface QualitySummary { - frameCount: number; - frameSharePercent: number; - conflictCount: number; - validCount: number; - dsCount: number; - gtCount: number; - accuracy: number; - precision: number; - recall: number; - errorCount: number; - warningCount: number; - conflictsByType: { - extraAnnotations: number; - missingAnnotations: number; - mismatchingLabel: number; - lowOverlap: number; - mismatchingDirection: number; - mismatchingAttributes: number; - mismatchingGroups: number; - coveredAnnotation: number; - } -} - -export default class QualityReport { - public readonly id: number; - public readonly parentId: number; - public readonly taskId: number; - public readonly jobId: number; - public readonly target: string; - public readonly createdDate: string; - public readonly gtLastUpdated: string; - public readonly summary: QualitySummary; - public readonly parameters: object; - - constructor(initialData: RawQualityReportData) { - const data: RawQualityReportData = { - id: undefined, - parent_id: undefined, - task_id: undefined, - job_id: undefined, - target: '', - gt_last_updated: undefined, - summary: undefined, - parameters: {}, - created_date: undefined, - }; - - for (const property in data) { - if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { - data[property] = initialData[property]; - } - } - - Object.defineProperties( - this, - Object.freeze({ - id: { - get: () => data.id, - }, - parentId: { - get: () => data.parent_id, - }, - taskId: { - get: () => data.task_id, - }, - jobId: { - get: () => data.job_id, - }, - target: { - get: () => data.target, - }, - gtLastUpdated: { - get: () => data.gt_last_updated, - }, - summary: { - get: () => ({ - frameCount: data.summary.frame_count, - frameSharePercent: data.summary.frame_share_percent * 100, - conflictCount: data.summary.conflict_count, - validCount: data.summary.valid_count, - dsCount: data.summary.ds_count, - gtCount: data.summary.gt_count, - accuracy: (data.summary.valid_count / - (data.summary.ds_count + data.summary.gt_count - data.summary.valid_count)) * 100, - precision: (data.summary.valid_count / data.summary.gt_count) * 100, - recall: (data.summary.valid_count / data.summary.ds_count) * 100, - conflictsByType: { - extraAnnotations: data.summary.conflicts_by_type?.extra_annotation, - missingAnnotations: data.summary.conflicts_by_type?.missing_annotation, - mismatchingLabel: data.summary.conflicts_by_type?.mismatching_label, - lowOverlap: data.summary.conflicts_by_type?.low_overlap, - mismatchingDirection: data.summary.conflicts_by_type?.mismatching_direction, - mismatchingAttributes: data.summary.conflicts_by_type?.mismatching_attributes, - mismatchingGroups: data.summary.conflicts_by_type?.mismatching_groups, - coveredAnnotation: data.summary.conflicts_by_type?.covered_annotation, - }, - errorCount: data.summary.error_count, - warningCount: data.summary.warning_count, - }), - }, - parameters: { - get: () => data.parameters, - }, - createdDate: { - get: () => data.created_date, - }, - }), - ); - } -} diff --git a/cvat-core/src/quality-settings.ts b/cvat-core/src/quality-settings.ts deleted file mode 100644 index 745b7ea958e5..000000000000 --- a/cvat-core/src/quality-settings.ts +++ /dev/null @@ -1,184 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import PluginRegistry from './plugins'; -import serverProxy from './server-proxy'; - -export interface RawQualitySettingsData { - id?: number; - task?: number; - iou_threshold?: number; - oks_sigma?: number; - line_thickness?: number; - low_overlap_threshold?: number; - oriented_lines?: boolean; - line_orientation_threshold?: number; - compare_groups?: boolean; - group_match_threshold?: number; - check_covered_annotations?: boolean; - object_visibility_threshold?: number; - panoptic_comparison?: boolean; - compare_attributes?: boolean; -} - -export default class QualitySettings { - public readonly id: number; - public readonly task: number; - public iouThreshold: number; - public oksSigma: number; - public lineThickness: number; - public lowOverlapThreshold: number; - public orientedLines: boolean; - public lineOrientationThreshold: number; - public compareGroups: boolean; - public groupMatchThreshold: number; - public checkCoveredAnnotations: boolean; - public objectVisibilityThreshold: number; - public panopticComparison: boolean; - public compareAttributes: boolean; - - constructor(initialData: RawQualitySettingsData) { - const data: RawQualitySettingsData = { - id: undefined, - task: undefined, - iou_threshold: undefined, - oks_sigma: undefined, - line_thickness: undefined, - low_overlap_threshold: undefined, - oriented_lines: undefined, - line_orientation_threshold: undefined, - compare_groups: undefined, - group_match_threshold: undefined, - check_covered_annotations: undefined, - object_visibility_threshold: undefined, - panoptic_comparison: undefined, - compare_attributes: undefined, - }; - - for (const property in data) { - if (Object.prototype.hasOwnProperty.call(data, property) && property in initialData) { - data[property] = initialData[property]; - } - } - - Object.defineProperties( - this, - Object.freeze({ - id: { - get: () => data.id, - }, - task: { - get: () => data.task, - }, - iouThreshold: { - get: () => data.iou_threshold, - set: (value: number) => { - data.iou_threshold = value; - }, - }, - oksSigma: { - get: () => data.oks_sigma, - set: (value: number) => { - data.oks_sigma = value; - }, - }, - lineThickness: { - get: () => data.line_thickness, - set: (value: number) => { - data.line_thickness = value; - }, - }, - lowOverlapThreshold: { - get: () => data.low_overlap_threshold, - set: (value: number) => { - data.low_overlap_threshold = value; - }, - }, - orientedLines: { - get: () => data.oriented_lines, - set: (value: boolean) => { - data.oriented_lines = value; - }, - }, - lineOrientationThreshold: { - get: () => data.line_orientation_threshold, - set: (value: number) => { - data.line_orientation_threshold = value; - }, - }, - compareGroups: { - get: () => data.compare_groups, - set: (value: boolean) => { - data.compare_groups = value; - }, - }, - groupMatchThreshold: { - get: () => data.group_match_threshold, - set: (value: number) => { - data.group_match_threshold = value; - }, - }, - checkCoveredAnnotations: { - get: () => data.check_covered_annotations, - set: (value: boolean) => { - data.check_covered_annotations = value; - }, - }, - objectVisibilityThreshold: { - get: () => data.object_visibility_threshold, - set: (value: number) => { - data.object_visibility_threshold = value; - }, - }, - panopticComparison: { - get: () => data.panoptic_comparison, - set: (value: boolean) => { - data.panoptic_comparison = value; - }, - }, - compareAttributes: { - get: () => data.compare_attributes, - set: (value: boolean) => { - data.compare_attributes = value; - }, - }, - }), - ); - } - - public toJSON(): RawQualitySettingsData { - const result: RawQualitySettingsData = { - iou_threshold: this.iouThreshold, - oks_sigma: this.oksSigma, - line_thickness: this.lineThickness, - low_overlap_threshold: this.lowOverlapThreshold, - oriented_lines: this.orientedLines, - line_orientation_threshold: this.lineOrientationThreshold, - compare_groups: this.compareGroups, - group_match_threshold: this.groupMatchThreshold, - check_covered_annotations: this.checkCoveredAnnotations, - object_visibility_threshold: this.objectVisibilityThreshold, - panoptic_comparison: this.panopticComparison, - compare_attributes: this.compareAttributes, - }; - - return result; - } - - public async save(): Promise { - const result = await PluginRegistry.apiWrapper.call(this, QualitySettings.prototype.save); - return result; - } -} - -Object.defineProperties(QualitySettings.prototype.save, { - implementation: { - writable: false, - enumerable: false, - value: async function implementation() { - const result = await serverProxy.analytics.quality.settings.update(this.id, this.toJSON()); - return new QualitySettings(result); - }, - }, -}); diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts index d5c542e88acb..0410f6308982 100644 --- a/cvat-core/src/server-proxy.ts +++ b/cvat-core/src/server-proxy.ts @@ -13,8 +13,6 @@ import { SerializedAbout, SerializedRemoteFile, SerializedUserAgreement, SerializedRegister, JobsFilter, SerializedJob, } from 'server-response-types'; -import { RawQualityReportData } from 'quality-report'; -import { RawQualitySettingsData } from 'quality-settings'; import { Storage } from './storage'; import { StorageLocation, WebhookSourceType } from './enums'; import { isEmail } from './common'; @@ -22,7 +20,6 @@ import config from './config'; import DownloadWorker from './download.worker'; import { ServerError } from './exceptions'; import { FunctionsResponseBody } from './server-response-types'; -import { RawQualityConflictData } from './quality-conflict'; type Params = { org: number | string, @@ -1244,38 +1241,36 @@ async function getJobs( return response.data; } -async function getIssues(filter) { +async function getJobIssues(jobID: number) { const { backendAPI } = config; let response = null; try { const organization = enableOrganization(); response = await fetchAll(`${backendAPI}/issues`, { - ...filter, + job_id: jobID, ...organization, }); - if (filter.job_id) { - const commentsResponse = await fetchAll(`${backendAPI}/comments`, { - ...filter, - ...organization, - }); + const commentsResponse = await fetchAll(`${backendAPI}/comments`, { + job_id: jobID, + ...organization, + }); - const issuesById = response.results.reduce((acc, val: { id: number }) => { - acc[val.id] = val; - return acc; - }, {}); + const issuesById = response.results.reduce((acc, val: { id: number }) => { + acc[val.id] = val; + return acc; + }, {}); - const commentsByIssue = commentsResponse.results.reduce((acc, val) => { - acc[val.issue] = acc[val.issue] || []; - acc[val.issue].push(val); - return acc; - }, {}); + const commentsByIssue = commentsResponse.results.reduce((acc, val) => { + acc[val.issue] = acc[val.issue] || []; + acc[val.issue].push(val); + return acc; + }, {}); - for (const issue of Object.keys(commentsByIssue)) { - commentsByIssue[issue].sort((a, b) => a.id - b.id); - issuesById[issue].comments = commentsByIssue[issue]; - } + for (const issue of Object.keys(commentsByIssue)) { + commentsByIssue[issue].sort((a, b) => a.id - b.id); + issuesById[issue].comments = commentsByIssue[issue]; } } catch (errorData) { throw generateError(errorData); @@ -1356,33 +1351,6 @@ async function saveJob(id: number, jobData: Partial): Promise): Promise { - const { backendAPI } = config; - - let response = null; - try { - response = await Axios.post(`${backendAPI}/jobs`, jobData); - } catch (errorData) { - throw generateError(errorData); - } - - return response.data; -} - -async function deleteJob(jobID: number): Promise { - const { backendAPI } = config; - - try { - await Axios.delete(`${backendAPI}/jobs/${jobID}`, { - params: { - ...enableOrganization(), - }, - }); - } catch (errorData) { - throw generateError(errorData); - } -} - async function getUsers(filter = { page_size: 'all' }) { const { backendAPI } = config; @@ -2178,73 +2146,6 @@ async function receiveWebhookEvents(type: WebhookSourceType): Promise } } -async function getQualityReports(filter): Promise { - const params = enableOrganization(); - const { backendAPI } = config; - - try { - const response = await Axios.get(`${backendAPI}/quality/reports`, { - params: { - ...params, - ...filter, - }, - }); - - return response.data.results; - } catch (errorData) { - throw generateError(errorData); - } -} - -async function getQualityConflicts(filter): Promise { - const params = enableOrganization(); - const { backendAPI } = config; - - try { - const response = await fetchAll(`${backendAPI}/quality/conflicts`, { - ...params, - ...filter, - }); - - return response.results; - } catch (errorData) { - throw generateError(errorData); - } -} - -async function getQualitySettings(settingsID: number): Promise { - const params = enableOrganization(); - const { backendAPI } = config; - - try { - const response = await Axios.get(`${backendAPI}/quality/settings/${settingsID}`, { - params: { - ...params, - }, - }); - return response.data; - } catch (errorData) { - throw generateError(errorData); - } -} - -async function updateQualitySettings( - settingsID: number, - settingsData: RawQualitySettingsData, -): Promise { - const params = enableOrganization(); - const { backendAPI } = config; - - try { - const response = await Axios.patch(`${backendAPI}/quality/settings/${settingsID}`, settingsData, { - params, - }); - return response.data; - } catch (errorData) { - throw generateError(errorData); - } -} - export default Object.freeze({ server: Object.freeze({ setAuthData, @@ -2299,8 +2200,6 @@ export default Object.freeze({ get: getJobs, getPreview: getPreview('jobs'), save: saveJob, - create: createJob, - delete: deleteJob, exportDataset: exportDataset('jobs'), }), @@ -2352,7 +2251,7 @@ export default Object.freeze({ issues: Object.freeze({ create: createIssue, update: updateIssue, - get: getIssues, + get: getJobIssues, delete: deleteIssue, }), @@ -2390,15 +2289,4 @@ export default Object.freeze({ ping: pingWebhook, events: receiveWebhookEvents, }), - - analytics: Object.freeze({ - quality: Object.freeze({ - reports: getQualityReports, - conflicts: getQualityConflicts, - settings: Object.freeze({ - get: getQualitySettings, - update: updateQualitySettings, - }), - }), - }), }); diff --git a/cvat-core/src/server-response-types.ts b/cvat-core/src/server-response-types.ts index 8a68128eb153..c0d80eda159d 100644 --- a/cvat-core/src/server-response-types.ts +++ b/cvat-core/src/server-response-types.ts @@ -4,7 +4,7 @@ import { ChunkType, - DimensionType, JobStage, JobState, JobType, ProjectStatus, + DimensionType, JobStage, JobState, ProjectStatus, ShareFileType, TaskMode, TaskStatus, } from 'enums'; import { SerializedModel } from 'core-types'; @@ -117,10 +117,8 @@ export interface SerializedJob { project_id: number | null; stage: JobStage; state: JobState; - type: JobType; startFrame: number; stopFrame: number; - frameCount: number; task_id: number; updated_date: string; url: string; diff --git a/cvat-core/src/session-implementation.ts b/cvat-core/src/session-implementation.ts index ac09dedc419c..bdde1c7c21de 100644 --- a/cvat-core/src/session-implementation.ts +++ b/cvat-core/src/session-implementation.ts @@ -4,7 +4,7 @@ // SPDX-License-Identifier: MIT import { ArgumentError } from './exceptions'; -import { HistoryActions, JobType } from './enums'; +import { HistoryActions } from './enums'; import { Storage } from './storage'; import loggerStorage from './logger-storage'; import serverProxy from './server-proxy'; @@ -14,7 +14,7 @@ import { restoreFrame, getRanges, clear as clearFrames, - findFrame, + findNotDeletedFrame, getContextImage, patchMeta, getDeletedFrames, @@ -61,7 +61,7 @@ async function restoreFrameWrapper(jobID, frame) { } export function implementJob(Job) { - Job.prototype.save.implementation = async function (additionalData: any) { + Job.prototype.save.implementation = async function () { if (this.id) { const jobData = this._updateTrigger.getUpdated(this); if (jobData.assignee) { @@ -73,27 +73,11 @@ export function implementJob(Job) { return new Job(data); } - const jobSpec = { - ...(this.assignee ? { assignee: this.assignee.id } : {}), - ...(this.stage ? { stage: this.stage } : {}), - ...(this.state ? { stage: this.state } : {}), - type: this.type, - task_id: this.taskId, - }; - const job = await serverProxy.jobs.create({ ...jobSpec, ...additionalData }); - return new Job(job); - }; - - Job.prototype.delete.implementation = async function () { - if (this.type !== JobType.GROUND_TRUTH) { - throw new Error('Only ground truth job can be deleted'); - } - const result = await serverProxy.jobs.delete(this.id); - return result; + throw new ArgumentError('Could not save job without id'); }; Job.prototype.issues.implementation = async function () { - const result = await serverProxy.issues.get({job_id: this.id }); + const result = await serverProxy.issues.get(this.id); return result.map((issue) => new Issue(issue)); }; @@ -197,18 +181,13 @@ export function implementJob(Job) { throw new ArgumentError('The stop frame is out of the job'); } if (filters.notDeleted) { - return findFrame(this.id, frameFrom, frameTo, filters, this.frameMeta); + return findNotDeletedFrame(this.id, frameFrom, frameTo, filters.offset || 1); } return null; }; - Job.prototype.frames.updateMeta.implementation = async function (meta) { - this.frameMeta = meta; - return null; - }; - // TODO: Check filter for annotations - Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters, groundTruthJobId) { + Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters) { if (!Array.isArray(filters)) { throw new ArgumentError('Filters must be an array'); } @@ -221,7 +200,7 @@ export function implementJob(Job) { throw new ArgumentError(`Frame ${frame} does not exist in the job`); } - const annotationsData = await getAnnotations(this, frame, allTracks, filters, groundTruthJobId); + const annotationsData = await getAnnotations(this, frame, allTracks, filters); const deletedFrames = await getDeletedFrames('job', this.id); if (frame in deletedFrames) { return []; @@ -521,11 +500,6 @@ export function implementTask(Task) { return result; }; - Task.prototype.issues.implementation = async function () { - const result = await serverProxy.issues.get({ task_id: this.id }); - return result.map((issue) => new Issue(issue)); - }; - Task.prototype.backup.implementation = async function ( targetStorage: Storage, useDefaultSettings: boolean, diff --git a/cvat-core/src/session.ts b/cvat-core/src/session.ts index 9a6fe24d5e90..4a01202de8ca 100644 --- a/cvat-core/src/session.ts +++ b/cvat-core/src/session.ts @@ -6,7 +6,7 @@ import _ from 'lodash'; import { ChunkType, DimensionType, JobStage, - JobState, JobType, StorageLocation, TaskMode, TaskStatus, + JobState, StorageLocation, TaskMode, TaskStatus, } from './enums'; import { Storage } from './storage'; @@ -67,14 +67,13 @@ function buildDuplicatedAPI(prototype) { return result; }, - async get(frame, allTracks = false, filters = [], groundTruthJobId = null) { + async get(frame, allTracks = false, filters = []) { const result = await PluginRegistry.apiWrapper.call( this, prototype.annotations.get, frame, allTracks, filters, - groundTruthJobId, ); return result; }, @@ -234,14 +233,6 @@ function buildDuplicatedAPI(prototype) { ); return result; }, - async updateMeta(meta) { - const result = await PluginRegistry.apiWrapper.call( - this, - prototype.frames.updateMeta, - meta, - ); - return result; - }, }, writable: true, }), @@ -320,19 +311,13 @@ export class Job extends Session { public readonly id: number; public readonly startFrame: number; public readonly stopFrame: number; - public readonly frameCount: number; public readonly projectId: number | null; public readonly taskId: number; public readonly dimension: DimensionType; - public readonly dataChunkType: ChunkType; + public readonly dataCompressedChunkType: ChunkType; public readonly bugTracker: string | null; public readonly mode: TaskMode; public readonly labels: Label[]; - public readonly type: JobType; - public readonly frameSelectionMethod: JobType; - public readonly createdDate: string; - public readonly updatedDate: string; - public frameMeta: { conflictedFrames: number[] }; public annotations: { get: CallableFunction; @@ -370,7 +355,6 @@ export class Job extends Session { preview: CallableFunction; contextImage: CallableFunction; search: CallableFunction; - updateMeta: CallableFunction; }; public logger: { @@ -384,10 +368,8 @@ export class Job extends Session { assignee: null, stage: undefined, state: undefined, - type: JobType.ANNOTATION, start_frame: undefined, stop_frame: undefined, - frame_count: undefined, project_id: null, task_id: undefined, labels: [], @@ -396,8 +378,6 @@ export class Job extends Session { data_chunk_size: undefined, bug_tracker: null, mode: undefined, - created_date: undefined, - updated_date: undefined, }; const updateTrigger = new FieldUpdateTrigger(); @@ -407,6 +387,10 @@ export class Job extends Session { if (property in initialData) { data[property] = initialData[property]; } + + if (data[property] === undefined) { + throw new ArgumentError(`Job field "${property}" was not initialized`); + } } } @@ -422,7 +406,6 @@ export class Job extends Session { return new Label(labelData); }).filter((label) => !label.hasParent); } - let frameMeta = { conflictedFrames: [] }; Object.defineProperties( this, @@ -484,18 +467,12 @@ export class Job extends Session { data.state = state; }, }, - type: { - get: () => data.type, - }, startFrame: { get: () => data.start_frame, }, stopFrame: { get: () => data.stop_frame, }, - frameCount: { - get: () => data.frame_count, - }, projectId: { get: () => data.project_id, }, @@ -520,18 +497,6 @@ export class Job extends Session { bugTracker: { get: () => data.bug_tracker, }, - createdDate: { - get: () => data.created_date, - }, - updatedDate: { - get: () => data.updated_date, - }, - frameMeta: { - get: () => frameMeta, - set: (meta) => { - frameMeta = meta; - }, - }, _updateTrigger: { get: () => updateTrigger, }, @@ -577,7 +542,6 @@ export class Job extends Session { preview: Object.getPrototypeOf(this).frames.preview.bind(this), search: Object.getPrototypeOf(this).frames.search.bind(this), contextImage: Object.getPrototypeOf(this).frames.contextImage.bind(this), - updateMeta: Object.getPrototypeOf(this).frames.updateMeta.bind(this), }; this.logger = { @@ -585,8 +549,8 @@ export class Job extends Session { }; } - async save(additionalData = {}) { - const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.save, additionalData); + async save() { + const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.save); return result; } @@ -604,11 +568,6 @@ export class Job extends Session { const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.close); return result; } - - async delete(): Promise { - const result = await PluginRegistry.apiWrapper.call(this, Job.prototype.delete); - return result; - } } export class Task extends Session { @@ -629,7 +588,8 @@ export class Task extends Session { public readonly segmentSize: number; public readonly imageQuality: number; public readonly dataChunkSize: number; - public readonly dataChunkType: ChunkType; + public readonly dataCompressedChunkType: ChunkType; + public readonly dataOriginalChunkType: ChunkType; public readonly dimension: DimensionType; public readonly sourceStorage: Storage; public readonly targetStorage: Storage; @@ -646,8 +606,6 @@ export class Task extends Session { public readonly cloudStorageID: number; public readonly sortingMethod: string; - public readonly qualitySettingsID: number; - public annotations: { get: CallableFunction; put: CallableFunction; @@ -729,8 +687,6 @@ export class Task extends Session { cloud_storage_id: undefined, sorting_method: undefined, files: undefined, - - quality_settings: undefined, }; const updateTrigger = new FieldUpdateTrigger(); @@ -771,12 +727,8 @@ export class Task extends Session { assignee: job.assignee, state: job.state, stage: job.stage, - type: job.type, start_frame: job.start_frame, stop_frame: job.stop_frame, - frame_count: job.frame_count, - created_date: job.created_date, - updated_date: job.updated_date, // following fields also returned when doing API request /jobs/ // here we know them from task and append to constructor @@ -789,6 +741,7 @@ export class Task extends Session { data_compressed_chunk_type: data.data_compressed_chunk_type, data_chunk_size: data.data_chunk_size, }); + data.jobs.push(jobInstance); } } @@ -1047,9 +1000,6 @@ export class Task extends Session { progress: { get: () => data.progress, }, - qualitySettingsID: { - get: () => data.quality_settings, - }, _internalData: { get: () => data, }, @@ -1131,11 +1081,6 @@ export class Task extends Session { return result; } - async issues() { - const result = await PluginRegistry.apiWrapper.call(this, Task.prototype.issues); - return result; - } - static async restore(storage: Storage, file: File | string) { const result = await PluginRegistry.apiWrapper.call(this, Task.restore, storage, file); return result; diff --git a/cvat-ui/package.json b/cvat-ui/package.json index 4e1f23ed12d6..9e4994a994b7 100644 --- a/cvat-ui/package.json +++ b/cvat-ui/package.json @@ -21,7 +21,6 @@ "license": "MIT", "dependencies": { "@ant-design/icons": "^4.6.3", - "@types/json-logic-js": "^2.0.2", "@types/lodash": "^4.14.172", "@types/lru-cache": "^7.10.10", "@types/platform": "^1.3.4", @@ -42,7 +41,6 @@ "cvat-core": "link:./../cvat-core", "dotenv-webpack": "^8.0.1", "error-stack-parser": "^2.0.6", - "json-logic-js": "^2.0.2", "lodash": "^4.17.21", "lru-cache": "^9.1.1", "moment": "^2.29.2", diff --git a/cvat-ui/src/actions/analytics-actions.ts b/cvat-ui/src/actions/analytics-actions.ts deleted file mode 100644 index 7121f2581303..000000000000 --- a/cvat-ui/src/actions/analytics-actions.ts +++ /dev/null @@ -1,110 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import { - getCore, QualityReport, QualitySettings, Task, -} from 'cvat-core-wrapper'; -import { Dispatch, ActionCreator } from 'redux'; -import { QualityQuery } from 'reducers'; -import { ActionUnion, createAction, ThunkAction } from 'utils/redux'; -// import { filterNull } from 'utils/filter-null'; - -const cvat = getCore(); - -export enum AnalyticsActionsTypes { - GET_QUALITY_REPORTS = 'GET_QUALITY_REPORTS', - GET_QUALITY_REPORTS_SUCCESS = 'GET_QUALITY_REPORTS_SUCCESS', - GET_QUALITY_REPORTS_FAILED = 'GET_QUALITY_REPORTS_FAILED', - SWITCH_QUALITY_SETTINGS_VISIBLE = 'SWITCH_QUALITY_SETTINGS_VISIBLE', - GET_QUALITY_SETTINGS = 'GET_QUALITY_SETTINS', - GET_QUALITY_SETTINGS_SUCCESS = 'GET_QUALITY_SETTINGS_SUCCESS', - GET_QUALITY_SETTINGS_FAILED = 'GET_QUALITY_SETTINGS_FAILED', - UPDATE_QUALITY_SETTINGS = 'UPDATE_QUALITY_SETTINGS', - UPDATE_QUALITY_SETTINGS_SUCCESS = 'UPDATE_QUALITY_SETTINGS_SUCCESS', - UPDATE_QUALITY_SETTINGS_FAILED = 'UPDATE_QUALITY_SETTINGS_FAILED', -} - -export const analyticsActions = { - getQualityReports: (task: Task, query: QualityQuery) => ( - createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS, { query }) - ), - getQualityReportsSuccess: (tasksReports: QualityReport[], jobsReports: QualityReport[]) => createAction( - AnalyticsActionsTypes.GET_QUALITY_REPORTS_SUCCESS, { tasksReports, jobsReports }, - ), - getQualityReportsFailed: (error: any) => createAction(AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED, { error }), - switchQualitySettingsVisible: (visible: boolean) => ( - createAction(AnalyticsActionsTypes.SWITCH_QUALITY_SETTINGS_VISIBLE, { visible }) - ), - getQualitySettings: (settingsID: number) => ( - createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS, { settingsID }) - ), - getQualitySettingsSuccess: (settings: QualitySettings) => ( - createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS_SUCCESS, { settings }) - ), - getQualitySettingsFailed: (error: any) => ( - createAction(AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED, { error }) - ), - updateQualitySettings: (settings: QualitySettings) => ( - createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS, { settings }) - ), - updateQualitySettingsSuccess: (settings: QualitySettings) => ( - createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_SUCCESS, { settings }) - ), - updateQualitySettingsFailed: (error: any) => ( - createAction(AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED, { error }) - ), -}; - -export const getQualityReportsAsync = (task: Task, query: QualityQuery): ThunkAction => ( - async (dispatch: ActionCreator): Promise => { - dispatch(analyticsActions.getQualityReports(task, query)); - - // const filteredQuery = filterNull(query); - - try { - // reports are returned in order -created_date - const [taskReport] = await cvat.analytics.quality.reports({ taskId: task.id, target: 'task' }); - const jobReports = await cvat.analytics.quality.reports({ taskId: task.id, target: 'job' }); - const jobIds = task.jobs.map((job) => job.id); - const relevantReports: QualityReport[] = []; - jobIds.forEach((jobId: number) => { - const report = jobReports.find((_report: QualityReport) => _report.jobId === jobId); - if (report) relevantReports.push(report); - }); - - dispatch(analyticsActions.getQualityReportsSuccess(taskReport ? [taskReport] : [], relevantReports)); - } catch (error) { - dispatch(analyticsActions.getQualityReportsFailed(error)); - } - } -); - -export const getQualitySettingsAsync = (task: Task): ThunkAction => ( - async (dispatch: ActionCreator): Promise => { - dispatch(analyticsActions.getQualitySettings(task.id)); - try { - const qualitySettings = await cvat.analytics.quality.settings.get(task.qualitySettingsID); - - dispatch(analyticsActions.getQualitySettingsSuccess(qualitySettings)); - } catch (error) { - dispatch(analyticsActions.getQualityReportsFailed(error)); - } - } -); - -export const updateQualitySettingsAsync = (qualitySettings: QualitySettings): ThunkAction => ( - async (dispatch: ActionCreator): Promise => { - dispatch(analyticsActions.updateQualitySettings(qualitySettings)); - - try { - const updatedQualitySettings = await qualitySettings.save(); - dispatch(analyticsActions.updateQualitySettingsSuccess(updatedQualitySettings)); - } catch (error) { - dispatch(analyticsActions.updateQualitySettingsFailed(error)); - throw error; - } - } -); - -export type AnalyticsActions = ActionUnion; diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index b80ff92a5e20..eea338f50f7d 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -12,9 +12,7 @@ import { CanvasMode as Canvas3DMode } from 'cvat-canvas3d-wrapper'; import { RectDrawingMethod, CuboidDrawingMethod, Canvas, CanvasMode as Canvas2DMode, } from 'cvat-canvas-wrapper'; -import { - getCore, MLModel, DimensionType, JobType, Job, QualityConflict, -} from 'cvat-core-wrapper'; +import { getCore, MLModel, DimensionType } from 'cvat-core-wrapper'; import logger, { LogType } from 'cvat-logger'; import { getCVATStore } from 'cvat-store'; @@ -163,7 +161,6 @@ export enum AnnotationActionTypes { SWITCH_PROPAGATE_VISIBILITY = 'SWITCH_PROPAGATE_VISIBILITY', SWITCH_SHOWING_STATISTICS = 'SWITCH_SHOWING_STATISTICS', SWITCH_SHOWING_FILTERS = 'SWITCH_SHOWING_FILTERS', - CHANGE_FRAME_FILTERS = 'CHANGE_FRAME_FILTERS', COLLECT_STATISTICS = 'COLLECT_STATISTICS', COLLECT_STATISTICS_SUCCESS = 'COLLECT_STATISTICS_SUCCESS', COLLECT_STATISTICS_FAILED = 'COLLECT_STATISTICS_FAILED', @@ -596,7 +593,6 @@ export function changeFrameAsync( visible: statisticsVisible, }, } = state.annotation; - const { filters, frame, showAllInterpolationTracks } = receiveAnnotationsParameters(); try { @@ -637,8 +633,6 @@ export function changeFrameAsync( const data = await job.frames.get(toFrame, fillBuffer, frameStep); const states = await job.annotations.get(toFrame, showAllInterpolationTracks, filters); - // const groundTruthStates = states.filter((_state: any) => _state.isGroundTruth); - // if (!showGroundTruth) states = states.filter((_state: any) => !_state.isGroundTruth); if (!isAbleToChangeFrame() || statisticsVisible || propagateVisible) { // while doing async actions above, canvas can become used by a user in another way @@ -883,7 +877,6 @@ export function getJobAsync( try { const state = getState(); const filters = initialFilters; - const { settings: { workspace: { showAllInterpolationTracks }, @@ -912,25 +905,6 @@ export function getJobAsync( ); const [job] = await cvat.jobs.get({ jobID: jid }); - let gtJob = null; - if (job.type === JobType.ANNOTATION) { - try { - const [task] = await cvat.tasks.get({ id: tid }); - [gtJob] = task.jobs.filter((_job: Job) => _job.type === JobType.GROUND_TRUTH); - // eslint-disable-next-line no-empty - } catch (e) { } - } - - const groundTruthJobId = gtJob ? gtJob.id : null; - let conflicts: QualityConflict[] = []; - if (groundTruthJobId) { - const [report] = await cvat.analytics.quality.reports({ jobId: job.id, target: 'job' }); - if (report) conflicts = await cvat.analytics.quality.conflicts({ reportId: report.id }); - } - - const conflictedFrames = conflicts.map((conflict: QualityConflict) => conflict.frame); - await job.frames.updateMeta({ conflictedFrames: [...new Set(conflictedFrames)] }); - // navigate to correct first frame according to setup let frameNumber; if (initialFrame === null && !showDeletedFrames) { @@ -954,11 +928,7 @@ export function getJobAsync( }, }); } - - const states = await job.annotations.get( - frameNumber, showAllInterpolationTracks, filters, groundTruthJobId, - ); - + const states = await job.annotations.get(frameNumber, showAllInterpolationTracks, filters); const issues = await job.issues(); const [minZ, maxZ] = computeZRange(states); const colors = [...cvat.enums.colors]; @@ -971,10 +941,8 @@ export function getJobAsync( payload: { openTime, job, - groundTruthJobId, issues, states, - conflicts, frameNumber, frameFilename: frameData.filename, relatedFiles: frameData.relatedFiles, @@ -1652,43 +1620,3 @@ export function restoreFrameAsync(frame: number): ThunkAction { } }; } - -export function changeFrameFiltersAsync(filters: any[]): ThunkAction { - return async (dispatch: ActionCreator): Promise => { - const state: CombinedState = getStore().getState(); - const { - annotation: { - job: { - instance: jobInstance, - }, - player: { - frame: { - number: frame, - }, - }, - }, - settings: { - player: { showDeletedFrames }, - }, - } = state; - - try { - let newFrame = await jobInstance.frames.search( - { notDeleted: !showDeletedFrames, jsonFilters: filters }, frame, jobInstance.stopFrame, - ); - if (newFrame === null && jobInstance.startFrame !== frame) { - newFrame = await jobInstance.frames.search( - { notDeleted: !showDeletedFrames, jsonFilters: filters }, frame, jobInstance.startFrame, - ); - } - if (newFrame !== null) { - dispatch(changeFrameAsync(newFrame)); - } - } finally { - dispatch({ - type: AnnotationActionTypes.CHANGE_FRAME_FILTERS, - payload: { filters }, - }); - } - }; -} diff --git a/cvat-ui/src/actions/jobs-actions.ts b/cvat-ui/src/actions/jobs-actions.ts index 4386f3d8c0b3..70dc5a6d5424 100644 --- a/cvat-ui/src/actions/jobs-actions.ts +++ b/cvat-ui/src/actions/jobs-actions.ts @@ -4,10 +4,9 @@ // SPDX-License-Identifier: MIT import { ActionUnion, createAction, ThunkAction } from 'utils/redux'; -import { getCore, Job } from 'cvat-core-wrapper'; -import { JobsQuery } from 'reducers'; +import { getCore } from 'cvat-core-wrapper'; +import { JobsQuery, Job } from 'reducers'; import { filterNull } from 'utils/filter-null'; -import { JobData } from 'components/create-job-page/job-form'; const cvat = getCore(); @@ -18,10 +17,6 @@ export enum JobsActionTypes { GET_JOB_PREVIEW = 'GET_JOB_PREVIEW', GET_JOB_PREVIEW_SUCCESS = 'GET_JOB_PREVIEW_SUCCESS', GET_JOB_PREVIEW_FAILED = 'GET_JOB_PREVIEW_FAILED', - CREATE_JOB_FAILED = 'CREATE_JOB_FAILED', - DELETE_JOB = 'DELETE_JOB', - DELETE_JOB_SUCCESS = 'DELETE_JOB_SUCCESS', - DELETE_JOB_FAILED = 'DELETE_JOB_FAILED', } interface JobsList extends Array { @@ -43,18 +38,6 @@ const jobsActions = { getJobPreviewFailed: (jobID: number, error: any) => ( createAction(JobsActionTypes.GET_JOB_PREVIEW_FAILED, { jobID, error }) ), - createJobFailed: (error: any) => ( - createAction(JobsActionTypes.CREATE_JOB_FAILED, { error }) - ), - deleteJob: (jobID: number) => ( - createAction(JobsActionTypes.DELETE_JOB, { jobID }) - ), - deleteJobSuccess: (jobID: number) => ( - createAction(JobsActionTypes.DELETE_JOB_SUCCESS, { jobID }) - ), - deleteJobFailed: (jobID: number, error: any) => ( - createAction(JobsActionTypes.DELETE_JOB_FAILED, { jobID, error }) - ), }; export type JobsActions = ActionUnion; @@ -81,26 +64,3 @@ export const getJobPreviewAsync = (job: Job): ThunkAction => async (dispatch) => dispatch(jobsActions.getJobPreviewFailed(job.id, error)); } }; - -export const createJobAsync = (data: JobData): ThunkAction => async (dispatch) => { - const jobInstance = new cvat.classes.Job(data); - try { - const savedJob = await jobInstance.save(data); - return savedJob; - } catch (error) { - dispatch(jobsActions.createJobFailed(error)); - throw error; - } -}; - -export const deleteJobAsync = (job: Job): ThunkAction => async (dispatch) => { - dispatch(jobsActions.deleteJob(job.id)); - try { - await job.delete(); - } catch (error) { - dispatch(jobsActions.deleteJobFailed(job.id, error)); - return; - } - - dispatch(jobsActions.deleteJobSuccess(job.id)); -}; diff --git a/cvat-ui/src/actions/settings-actions.ts b/cvat-ui/src/actions/settings-actions.ts index 0e37fe7d3da5..70e980e5ce03 100644 --- a/cvat-ui/src/actions/settings-actions.ts +++ b/cvat-ui/src/actions/settings-actions.ts @@ -19,7 +19,6 @@ export enum SettingsActionTypes { CHANGE_SHAPES_OUTLINED_BORDERS = 'CHANGE_SHAPES_OUTLINED_BORDERS', CHANGE_SHAPES_SHOW_PROJECTIONS = 'CHANGE_SHAPES_SHOW_PROJECTIONS', CHANGE_SHOW_UNLABELED_REGIONS = 'CHANGE_SHOW_UNLABELED_REGIONS', - CHANGE_SHOW_GROUND_TRUTH = 'CHANGE_SHOW_GROUND_TRUTH', CHANGE_FRAME_STEP = 'CHANGE_FRAME_STEP', CHANGE_FRAME_SPEED = 'CHANGE_FRAME_SPEED', SWITCH_RESET_ZOOM = 'SWITCH_RESET_ZOOM', @@ -74,15 +73,6 @@ export function changeShapesColorBy(colorBy: ColorBy): AnyAction { }; } -export function changeShowGroundTruth(showGroundTruth: boolean): AnyAction { - return { - type: SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH, - payload: { - showGroundTruth, - }, - }; -} - export function changeShapesOutlinedBorders(outlined: boolean, color: string): AnyAction { return { type: SettingsActionTypes.CHANGE_SHAPES_OUTLINED_BORDERS, diff --git a/cvat-ui/src/assets/conflict.svg b/cvat-ui/src/assets/conflict.svg deleted file mode 100644 index 9ba9c877ef6a..000000000000 --- a/cvat-ui/src/assets/conflict.svg +++ /dev/null @@ -1,13 +0,0 @@ - - - - - - - - diff --git a/cvat-ui/src/assets/duration-icon.svg b/cvat-ui/src/assets/duration-icon.svg deleted file mode 100644 index 069b5ed58a11..000000000000 --- a/cvat-ui/src/assets/duration-icon.svg +++ /dev/null @@ -1,3 +0,0 @@ - - - diff --git a/cvat-ui/src/assets/frame-count-icon.svg b/cvat-ui/src/assets/frame-count-icon.svg deleted file mode 100644 index 3bf83dde305e..000000000000 --- a/cvat-ui/src/assets/frame-count-icon.svg +++ /dev/null @@ -1,3 +0,0 @@ - - - diff --git a/cvat-ui/src/assets/frames-icon.svg b/cvat-ui/src/assets/frames-icon.svg deleted file mode 100644 index 1a1aa8618bf3..000000000000 --- a/cvat-ui/src/assets/frames-icon.svg +++ /dev/null @@ -1,3 +0,0 @@ - - - diff --git a/cvat-ui/src/assets/show-gt-icon.svg b/cvat-ui/src/assets/show-gt-icon.svg deleted file mode 100644 index b306bf7fae20..000000000000 --- a/cvat-ui/src/assets/show-gt-icon.svg +++ /dev/null @@ -1,4 +0,0 @@ - - - - diff --git a/cvat-ui/src/components/actions-menu/actions-menu.tsx b/cvat-ui/src/components/actions-menu/actions-menu.tsx index 62426c332684..0fe59c8d370e 100644 --- a/cvat-ui/src/components/actions-menu/actions-menu.tsx +++ b/cvat-ui/src/components/actions-menu/actions-menu.tsx @@ -35,7 +35,6 @@ export enum Actions { MOVE_TASK_TO_PROJECT = 'move_task_to_project', OPEN_BUG_TRACKER = 'open_bug_tracker', BACKUP_TASK = 'backup_task', - VIEW_ANALYTICS = 'view_analytics', } function ActionsMenuComponent(props: Props): JSX.Element { @@ -108,18 +107,10 @@ function ActionsMenuComponent(props: Props): JSX.Element { ), 40]); - menuItems.push([( - - View analytics - - ), 50]); - if (projectID === null) { menuItems.push([( Move to project - ), 60]); + ), 50]); } menuItems.push([( @@ -127,7 +118,7 @@ function ActionsMenuComponent(props: Props): JSX.Element { Delete - ), 70]); + ), 60]); menuItems.push( ...plugins.map(({ component: Component, weight }, index) => { diff --git a/cvat-ui/src/components/annotation-page/appearance-block.tsx b/cvat-ui/src/components/annotation-page/appearance-block.tsx index 58055ace5f1a..5970f1442c05 100644 --- a/cvat-ui/src/components/annotation-page/appearance-block.tsx +++ b/cvat-ui/src/components/annotation-page/appearance-block.tsx @@ -14,7 +14,7 @@ import Button from 'antd/lib/button'; import ColorPicker from 'components/annotation-page/standard-workspace/objects-side-bar/color-picker'; import { ColorizeIcon } from 'icons'; -import { ColorBy, CombinedState, Workspace } from 'reducers'; +import { ColorBy, CombinedState } from 'reducers'; import { DimensionType } from 'cvat-core-wrapper'; import { collapseAppearance as collapseAppearanceAction } from 'actions/annotation-actions'; import { @@ -35,7 +35,6 @@ interface StateToProps { outlineColor: string; showBitmap: boolean; showProjections: boolean; - workspace: Workspace; jobInstance: any; } @@ -53,7 +52,6 @@ function mapStateToProps(state: CombinedState): StateToProps { const { annotation: { appearanceCollapsed, - workspace, job: { instance: jobInstance }, }, settings: { @@ -72,7 +70,6 @@ function mapStateToProps(state: CombinedState): StateToProps { outlineColor, showBitmap, showProjections, - workspace, jobInstance, }; } diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx index 434cc8215100..9b43ee8a825f 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-context-menu.tsx @@ -33,7 +33,6 @@ interface ReviewContextMenuProps { top: number; left: number; latestComments: string[]; - conflict: { description: string }; onClick: (param: MenuInfo) => void; } @@ -42,25 +41,16 @@ enum ReviewContextMenuKeys { QUICK_ISSUE_POSITION = 'quick_issue_position', QUICK_ISSUE_ATTRIBUTE = 'quick_issue_attribute', QUICK_ISSUE_FROM_LATEST = 'quick_issue_from_latest', - QUICK_ISSUE_FROM_CONFLICT = 'quick_issue_from_conflict', } function ReviewContextMenu({ - top, left, latestComments, conflict, onClick, + top, left, latestComments, onClick, }: ReviewContextMenuProps): JSX.Element { return ( Open an issue ... - {conflict ? ( - - {`Quick issue: ${conflict.description}`} - - ) : null} Quick issue: incorrect position @@ -107,7 +97,6 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { if (!visible || contextMenuClientID === null) { return null; } - const state = objectStates.find((_state: any): boolean => _state.clientID === contextMenuClientID); if (workspace === Workspace.REVIEW_WORKSPACE) { return ReactDOM.createPortal( @@ -115,9 +104,9 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { key={contextMenuClientID} top={top} left={left} - conflict={state.conflict} latestComments={latestComments} onClick={(param: MenuInfo) => { + const state = objectStates.find((_state: any): boolean => _state.clientID === contextMenuClientID); if (state) { let { points } = state; if ([ShapeType.ELLIPSE, ShapeType.RECTANGLE].includes(state.shapeType)) { @@ -155,8 +144,6 @@ export default function CanvasContextMenu(props: Props): JSX.Element | null { openIssue(points, config.QUICK_ISSUE_INCORRECT_POSITION_TEXT); } else if (param.key === ReviewContextMenuKeys.QUICK_ISSUE_ATTRIBUTE) { openIssue(points, config.QUICK_ISSUE_INCORRECT_ATTRIBUTE_TEXT); - } else if (param.key === ReviewContextMenuKeys.QUICK_ISSUE_FROM_CONFLICT) { - openIssue(points, state.conflict.description); } else if ( param.keyPath.length === 2 && param.keyPath[1] === ReviewContextMenuKeys.QUICK_ISSUE_FROM_LATEST diff --git a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx index f12305964772..480a8ab626f8 100644 --- a/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx +++ b/cvat-ui/src/components/annotation-page/canvas/views/canvas2d/canvas-wrapper.tsx @@ -17,9 +17,7 @@ import { import { LogType } from 'cvat-logger'; import { Canvas } from 'cvat-canvas-wrapper'; import { Canvas3d } from 'cvat-canvas3d-wrapper'; -import { - AnnotationConflict, ObjectState, QualityConflict, getCore, -} from 'cvat-core-wrapper'; +import { getCore } from 'cvat-core-wrapper'; import config from 'config'; import CVATTooltip from 'components/common/cvat-tooltip'; import FrameTags from 'components/annotation-page/tag-annotation-workspace/frame-tags'; @@ -68,7 +66,6 @@ interface StateToProps { activatedStateID: number | null; activatedElementID: number | null; activatedAttributeID: number | null; - statesSources: number[]; annotations: any[]; frameData: any; frameAngle: number; @@ -108,8 +105,6 @@ interface StateToProps { switchableAutomaticBordering: boolean; keyMap: KeyMap; showTagsOnFrame: boolean; - conflicts: QualityConflict[]; - showGroundTruth: boolean; } interface DispatchToProps { @@ -158,7 +153,6 @@ function mapStateToProps(state: CombinedState): StateToProps { activatedStateID, activatedElementID, activatedAttributeID, - statesSources, zLayer: { cur: curZLayer, min: minZLayer, max: maxZLayer }, }, workspace, @@ -188,11 +182,10 @@ function mapStateToProps(state: CombinedState): StateToProps { textContent, }, shapes: { - opacity, colorBy, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, showGroundTruth, + opacity, colorBy, selectedOpacity, outlined, outlineColor, showBitmap, showProjections, }, }, shortcuts: { keyMap }, - review: { conflicts }, } = state; return { @@ -244,9 +237,6 @@ function mapStateToProps(state: CombinedState): StateToProps { activeControl === ActiveControl.DRAW_POLYLINE || activeControl === ActiveControl.DRAW_MASK || activeControl === ActiveControl.EDIT, - statesSources, - conflicts, - showGroundTruth, }; } @@ -369,7 +359,6 @@ class CanvasWrapperComponent extends React.PureComponent { colorBy, outlined, outlineColor, - showGroundTruth, resetZoom, } = this.props; const { canvasInstance } = this.props as { canvasInstance: Canvas }; @@ -385,7 +374,6 @@ class CanvasWrapperComponent extends React.PureComponent { displayAllText: showObjectsTextAlways, autoborders: automaticBordering, showProjections, - showConflicts: showGroundTruth, intelligentPolygonCrop, selectedShapeOpacity: selectedOpacity, controlPointsSize, @@ -436,8 +424,6 @@ class CanvasWrapperComponent extends React.PureComponent { showProjections, colorBy, onFetchAnnotation, - statesSources, - showGroundTruth, } = this.props; const { canvasInstance } = this.props as { canvasInstance: Canvas }; @@ -456,7 +442,6 @@ class CanvasWrapperComponent extends React.PureComponent { prevProps.colorBy !== colorBy || prevProps.outlineColor !== outlineColor || prevProps.outlined !== outlined || - prevProps.showGroundTruth !== showGroundTruth || prevProps.resetZoom !== resetZoom ) { canvasInstance.configure({ @@ -474,7 +459,6 @@ class CanvasWrapperComponent extends React.PureComponent { controlPointsSize, textPosition, textContent, - showConflicts: showGroundTruth, resetZoom, }); } @@ -516,7 +500,6 @@ class CanvasWrapperComponent extends React.PureComponent { if ( prevProps.annotations !== annotations || - prevProps.statesSources !== statesSources || prevProps.frameData !== frameData || prevProps.curZLayer !== curZLayer ) { @@ -881,30 +864,13 @@ class CanvasWrapperComponent extends React.PureComponent { private updateCanvas(): void { const { - curZLayer, annotations, frameData, canvasInstance, statesSources, conflicts, - workspace, + curZLayer, annotations, frameData, canvasInstance, } = this.props; + if (frameData !== null && canvasInstance) { - const filteredAnnotations = annotations.filter((e) => e.objectType !== ObjectType.TAG); - const shownAnnotations = filteredAnnotations.filter((e) => !e.jobID || statesSources.includes(e.jobID)); - filteredAnnotations.forEach((objectState: ObjectState) => { - const conflict = conflicts.find((qualityConflict: QualityConflict) => ( - qualityConflict.annotationConflicts.some( - (annotationConflict: AnnotationConflict) => (annotationConflict.objId === objectState.serverID), - ) - )); - if (conflict && workspace === Workspace.REVIEW_WORKSPACE) { - objectState.conflict = conflict; - } else { - objectState.conflict = null; - } - }); - const finalAnnotations = filteredAnnotations.filter((objectState: ObjectState) => ( - shownAnnotations.includes(objectState) - )); canvasInstance.setup( frameData, - frameData.deleted ? [] : finalAnnotations, + frameData.deleted ? [] : annotations.filter((e) => e.objectType !== ObjectType.TAG), curZLayer, ); } diff --git a/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx b/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx index ff2bb6f73b7a..bd75dd1409a2 100644 --- a/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx +++ b/cvat-ui/src/components/annotation-page/review-workspace/review-workspace.tsx @@ -13,7 +13,6 @@ import ObjectSideBarComponent from 'components/annotation-page/standard-workspac import ObjectsListContainer from 'containers/annotation-page/standard-workspace/objects-side-bar/objects-list'; import CanvasContextMenuContainer from 'containers/annotation-page/canvas/canvas-context-menu'; import IssueAggregatorComponent from 'components/annotation-page/review/issues-aggregator'; -import ConflictAggregatorComponent from 'components/annotation-page/review/conflicts-aggregator'; export default function ReviewWorkspaceComponent(): JSX.Element { return ( @@ -23,7 +22,6 @@ export default function ReviewWorkspaceComponent(): JSX.Element { } /> - ); } diff --git a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx b/cvat-ui/src/components/annotation-page/review/conflict-label.tsx deleted file mode 100644 index 059d315d2e81..000000000000 --- a/cvat-ui/src/components/annotation-page/review/conflict-label.tsx +++ /dev/null @@ -1,52 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import React, { - ReactPortal, useRef, -} from 'react'; -import ReactDOM from 'react-dom'; -import Tag from 'antd/lib/tag'; -import Icon from '@ant-design/icons'; -import CVATTooltip from 'components/common/cvat-tooltip'; -import { ConflictIcon } from 'icons'; -import { ConflictImportance } from 'cvat-core-wrapper'; - -interface Props { - top: number; - left: number; - angle: number; - scale: number; - text: string; - darken: boolean; - importance: ConflictImportance; - onClick: () => void; -} - -export default function ConflictLabel(props: Props): ReactPortal { - const { - top, left, angle, scale, onClick, text, importance, darken, - } = props; - - const ref = useRef(null); - const conflictColor = importance === ConflictImportance.ERROR ? 'cvat-conflict-error' : 'cvat-conflict-warning'; - const darkenColor = darken ? 'cvat-conflict-darken' : ''; - - return ReactDOM.createPortal( - - - - - , - window.document.getElementById('cvat_canvas_attachment_board') as HTMLElement, - ); -} diff --git a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx deleted file mode 100644 index 4a6cac421e6a..000000000000 --- a/cvat-ui/src/components/annotation-page/review/conflicts-aggregator.tsx +++ /dev/null @@ -1,112 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import './styles.scss'; -import React, { useState, useEffect } from 'react'; -import { useSelector } from 'react-redux'; - -import { CombinedState } from 'reducers'; -import { Canvas } from 'cvat-canvas/src/typescript/canvas'; - -import { AnnotationConflict, ObjectState, QualityConflict } from 'cvat-core-wrapper'; -import ConflictLabel from './conflict-label'; - -export default function ConflictAggregatorComponent(): JSX.Element | null { - const qualityConflicts = useSelector((state: CombinedState) => state.review.conflicts); - const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); - const activatedStateID = useSelector((state: CombinedState) => state.annotation.annotations.activatedStateID); - const currentFrame = useSelector((state: CombinedState) => state.annotation.player.frame.number); - const showConflicts = useSelector((state: CombinedState) => state.settings.shapes.showGroundTruth); - const frameQualityConflicts = qualityConflicts.filter( - (conflict: QualityConflict) => conflict.frame === currentFrame, - ); - const conflicts = frameQualityConflicts.map((f: QualityConflict) => f.annotationConflicts[0]); - - const activatedObject = objectStates.find((state) => state.clientID === activatedStateID); - const conflictedIDs = activatedObject?.conflict?.annotationConflicts?.map((c: AnnotationConflict) => c.objId); - const highlightedObjectsIDs = conflictedIDs - ? conflictedIDs.map((serverID: number) => ( - objectStates.find((state) => state.serverID === serverID))?.clientID - ) - : []; - - const canvasInstance = useSelector((state: CombinedState) => state.annotation.canvas.instance); - const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); - const [geometry, setGeometry] = useState(null); - const ready = useSelector((state: CombinedState) => state.annotation.canvas.ready); - - const conflictLabels: JSX.Element[] = []; - useEffect(() => { - if (canvasInstance instanceof Canvas) { - const { geometry: updatedGeometry } = canvasInstance; - setGeometry(updatedGeometry); - - const geometryListener = (): void => { - setGeometry(canvasInstance.geometry); - }; - - canvasInstance.html().addEventListener('canvas.zoom', geometryListener); - canvasInstance.html().addEventListener('canvas.fit', geometryListener); - canvasInstance.html().addEventListener('canvas.reshape', geometryListener); - - return () => { - canvasInstance.html().removeEventListener('canvas.zoom', geometryListener); - canvasInstance.html().removeEventListener('canvas.fit', geometryListener); - canvasInstance.html().addEventListener('canvas.reshape', geometryListener); - }; - } - - return () => {}; - }, [canvasInstance, ready]); - const [mapping, setMapping] = useState([]); - useEffect(() => { - if (canvasInstance instanceof Canvas && geometry && showConflicts) { - const newMapping = conflicts.map((c: AnnotationConflict) => { - const state = objectStates.find((s: ObjectState) => s.jobID === c.jobId && s.serverID === c.objId); - if (state && canvasInstance) { - const points = canvasInstance.setupConflictsRegions(state); - if (points) { - return { - description: c.description, - importance: c.importance, - x: points[0], - y: points[1], - clientID: state.clientID, - }; - } - } - return []; - }).filter((el) => !Array.isArray(el)); - setMapping(newMapping); - } else { - setMapping([]); - } - }, [geometry, objectStates, showConflicts, currentFrame, canvasInstance, ready]); - - if (!(canvasInstance instanceof Canvas) || !canvasIsReady || !geometry) { - return null; - } - - for (const conflict of mapping) { - conflictLabels.push( - {}} - importance={conflict.importance} - darken={!!activatedStateID && (!highlightedObjectsIDs.includes(conflict.clientID))} - />, - ); - } - - return ( - <> - {conflictLabels} - - ); -} diff --git a/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx b/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx index f48bffef29d3..860ae9e21b44 100644 --- a/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx +++ b/cvat-ui/src/components/annotation-page/review/issues-aggregator.tsx @@ -25,9 +25,7 @@ export default function IssueAggregatorComponent(): JSX.Element | null { const canvasIsReady = useSelector((state: CombinedState): boolean => state.annotation.canvas.ready); const newIssuePosition = useSelector((state: CombinedState): number[] | null => state.review.newIssuePosition); const issueFetching = useSelector((state: CombinedState): number | null => state.review.fetching.issueId); - const ready = useSelector((state: CombinedState) => state.annotation.canvas.ready); const [geometry, setGeometry] = useState(null); - const issueLabels: JSX.Element[] = []; const issueDialogs: JSX.Element[] = []; @@ -52,7 +50,7 @@ export default function IssueAggregatorComponent(): JSX.Element | null { } return () => {}; - }, [canvasInstance, ready]); + }, [canvasInstance]); useEffect(() => { if (canvasInstance instanceof Canvas) { diff --git a/cvat-ui/src/components/annotation-page/review/styles.scss b/cvat-ui/src/components/annotation-page/review/styles.scss index c0110177e6e4..949844d26ebc 100644 --- a/cvat-ui/src/components/annotation-page/review/styles.scss +++ b/cvat-ui/src/components/annotation-page/review/styles.scss @@ -37,31 +37,6 @@ } } -.cvat-conflict-label { - position: absolute; - min-width: 2 * $grid-unit-size; - opacity: 0.8; - z-index: 1000; - transition: none; - pointer-events: auto; - overflow: hidden; - text-overflow: ellipsis; - border-radius: 0; - transform-origin: top left; - background: none; - border: none; - margin: 0; - - &:hover { - opacity: 1; - } - - svg { - width: 1.5em; - height: 1.5em; - } -} - .cvat-issue-dialog { width: $grid-unit-size * 35; position: absolute; @@ -135,27 +110,3 @@ color: $danger-icon-color; } - -.cvat-conflict-error { - svg { - path:first-child { - fill: #e10602; - } - } -} - -.cvat-conflict-warning { - svg { - path:first-child { - fill: #ff7300; - } - } -} - -.cvat-conflict-darken { - svg { - path:first-child { - fill: #838383; - } - } -} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index 4545f417bf10..295ae3c5dad0 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -1,45 +1,29 @@ // Copyright (C) 2020-2022 Intel Corporation -// Copyright (C) 2023 CVAT.ai Corporation // // SPDX-License-Identifier: MIT import React from 'react'; import { useSelector, useDispatch } from 'react-redux'; -import Icon, { +import { LeftOutlined, RightOutlined, EyeInvisibleFilled, EyeOutlined, CheckCircleFilled, CheckCircleOutlined, } from '@ant-design/icons'; +import Alert from 'antd/lib/alert'; import { Row, Col } from 'antd/lib/grid'; -import Text from 'antd/lib/typography/Text'; -import { activateObject, changeFrameAsync } from 'actions/annotation-actions'; +import { changeFrameAsync } from 'actions/annotation-actions'; import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; -import { CombinedState, Workspace } from 'reducers'; -import moment from 'moment'; -import Paragraph from 'antd/lib/typography/Paragraph'; -import { ConflictImportance, QualityConflict } from 'cvat-core-wrapper'; -import { changeShowGroundTruth } from 'actions/settings-actions'; -import { ShowGroundTruthIcon } from 'icons'; +import { CombinedState } from 'reducers'; export default function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); const frame = useSelector((state: CombinedState): number => state.annotation.player.frame.number); const frameIssues = useSelector((state: CombinedState): any[] => state.review.frameIssues); - const frameConflicts = useSelector((state: CombinedState) => state.review.frameConflicts); - const showGroundTruth = useSelector((state: CombinedState) => state.settings.shapes.showGroundTruth); const issues = useSelector((state: CombinedState): any[] => state.review.issues); - const conflicts = useSelector((state: CombinedState) => state.review.conflicts); const issuesHidden = useSelector((state: CombinedState): any => state.review.issuesHidden); const issuesResolvedHidden = useSelector((state: CombinedState): any => state.review.issuesResolvedHidden); - const objectStates = useSelector((state: CombinedState) => state.annotation.annotations.states); - const workspace = useSelector((state: CombinedState) => state.annotation.workspace); - let frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); - if (showGroundTruth) { - const conflictFrames = conflicts - .map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); - frames = [...new Set([...frames, ...conflictFrames])]; - } + const frames = issues.map((issue: any): number => issue.frame).sort((a: number, b: number) => +a - +b); const nearestLeft = frames.filter((_frame: number): boolean => _frame < frame).reverse()[0]; const dynamicLeftProps: any = Number.isInteger(nearestLeft) ? { @@ -109,21 +93,6 @@ export default function LabelsListComponent(): JSX.Element { )} - { - workspace === Workspace.REVIEW_WORKSPACE ? ( - - - dispatch(changeShowGroundTruth(!showGroundTruth))} - /> - - - ) : null - }
@@ -132,9 +101,7 @@ export default function LabelsListComponent(): JSX.Element {
{ const element = window.document.getElementById( `cvat_canvas_issue_region_${frameIssue.id}`, @@ -142,7 +109,6 @@ export default function LabelsListComponent(): JSX.Element { if (element) { element.setAttribute('fill', 'url(#cvat_issue_region_pattern_2)'); } - dispatch(activateObject(null, null, null)); }} onMouseLeave={() => { const element = window.document.getElementById( @@ -153,48 +119,11 @@ export default function LabelsListComponent(): JSX.Element { } }} > - - {`#${frameIssue.id} • Issue`} - - - - {frameIssue.comments[0]?.message ? frameIssue.comments[0]?.message : ''} - - - - - {moment(frameIssue.createdDate).fromNow()} - -
- ), - )} - {showGroundTruth && frameConflicts.map( - (frameConflict: QualityConflict): JSX.Element => ( -
{ - const serverID = frameConflict.annotationConflicts[0].objId; - const objectState = objectStates.find((state) => state.serverID === serverID); - dispatch(activateObject(objectState.clientID, null, null)); - }} - > - - - {`#${frameConflict.id} • ${frameConflict.importance === ConflictImportance.WARNING ? - 'Warning' : 'Conflict'}`} - - - - - {frameConflict.description} - - - + {frameIssue.resolved ? ( + + ) : ( + + )}
), )} diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx index d91908a9affa..12c63eadd5c4 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/object-item-basics.tsx @@ -23,7 +23,6 @@ interface Props { labels: any[]; shapeType: ShapeType; objectType: ObjectType; - isGroundTruth: boolean; color: string; colorBy: ColorBy; type: string; @@ -68,7 +67,6 @@ function ItemTopComponent(props: Props): JSX.Element { toBackgroundShortcut, toForegroundShortcut, removeShortcut, - isGroundTruth, changeColor, changeLabel, copy, @@ -102,7 +100,6 @@ function ItemTopComponent(props: Props): JSX.Element {
{clientID} - {isGroundTruth ?  GT : null}
- - - - - ); -} - function CollapseAllSwitcher(props: Props): JSX.Element { const { statesCollapsed, expandAllStates, collapseAllStates } = props; return ( - + {statesCollapsed ? ( @@ -113,12 +91,7 @@ function ObjectListHeader(props: Props): JSX.Element { )} - - {readonly && ( - - )} - - + diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx index be0b007cdd25..2b27a07c0318 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx @@ -22,7 +22,6 @@ interface Props { objectStates: any[]; switchLockAllShortcut: string; switchHiddenAllShortcut: string; - showGroundTruth: boolean; changeStatesOrdering(value: StatesOrdering): void; lockAllStates(): void; unlockAllStates(): void; @@ -30,7 +29,6 @@ interface Props { expandAllStates(): void; hideAllStates(): void; showAllStates(): void; - changeShowGroundTruth(): void; } function ObjectListComponent(props: Props): JSX.Element { @@ -44,7 +42,6 @@ function ObjectListComponent(props: Props): JSX.Element { objectStates, switchLockAllShortcut, switchHiddenAllShortcut, - showGroundTruth, changeStatesOrdering, lockAllStates, unlockAllStates, @@ -52,7 +49,6 @@ function ObjectListComponent(props: Props): JSX.Element { expandAllStates, hideAllStates, showAllStates, - changeShowGroundTruth, } = props; let latestZOrder: number | null = null; @@ -66,7 +62,6 @@ function ObjectListComponent(props: Props): JSX.Element { statesOrdering={statesOrdering} switchLockAllShortcut={switchLockAllShortcut} switchHiddenAllShortcut={switchHiddenAllShortcut} - showGroundTruth={showGroundTruth} changeStatesOrdering={changeStatesOrdering} lockAllStates={lockAllStates} unlockAllStates={unlockAllStates} @@ -74,7 +69,6 @@ function ObjectListComponent(props: Props): JSX.Element { expandAllStates={expandAllStates} hideAllStates={hideAllStates} showAllStates={showAllStates} - changeShowGroundTruth={changeShowGroundTruth} />
{sortedStatesID.map( diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index 8545a73d973c..e6b1b8fff311 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -111,49 +111,19 @@ .cvat-objects-sidebar-issue-item { width: 100%; margin: 1px; - padding: $grid-unit-size; - border-left: 3px solid #ff7300; - border-bottom: 1px solid $border-color-1; + padding: 2px; &:hover { - border-left: 4px solid #ff7300; + padding: 0; + + > .ant-alert { + border-width: 3px; + } } > .ant-alert.ant-alert-with-description { padding: $grid-unit-size $grid-unit-size $grid-unit-size $grid-unit-size * 8; } - - p { - margin-bottom: 0; - } -} - -.cvat-objects-sidebar-conflict-item { - width: 100%; - margin: 1px; - padding: $grid-unit-size; - border-left: 3px solid #e10602; - border-bottom: 1px solid $border-color-1; - - &:hover { - border-left: 4px solid #e10602; - } - - p { - margin-bottom: 0; - } -} - -.cvat-objects-sidebar-warning-item { - @extend .cvat-objects-sidebar-issue-item; -} - -.cvat-objects-sidebar-issue-resolved { - border-left: 3px solid $border-color-1; - - &:hover { - border-left: 4px solid $border-color-1; - } } .cvat-objects-sidebar-states-header { @@ -181,10 +151,6 @@ } } } - - .cvat-objects-sidebar-show-ground-truth { - margin-right: $grid-unit-size; - } } .cvat-objects-sidebar-states-list { @@ -483,9 +449,3 @@ border: 2px dashed $object-item-border-color; padding: 0; } - -.cvat-objects-sidebar-show-ground-truth-active { - path { - fill: #1890ff; - } -} diff --git a/cvat-ui/src/components/annotation-page/styles.scss b/cvat-ui/src/components/annotation-page/styles.scss index ee43ebd8a103..7b00ff9acb94 100644 --- a/cvat-ui/src/components/annotation-page/styles.scss +++ b/cvat-ui/src/components/annotation-page/styles.scss @@ -449,15 +449,6 @@ border: 1px solid #d3e0ec; } } - - .ant-typography { - display: block; - padding: $grid-unit-size * 2 $grid-unit-size * 3 $grid-unit-size $grid-unit-size * 2; - } - - .query-builder { - margin-top: 0; - } } } diff --git a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx index 51be29ed18a5..5a86c2cf8a7f 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx @@ -1,5 +1,4 @@ // Copyright (C) 2021-2022 Intel Corporation -// Copyright (C) 2023 CVAT.ai Corporation // // SPDX-License-Identifier: MIT @@ -11,22 +10,19 @@ import { import AntdWidgets from 'react-awesome-query-builder/lib/components/widgets/antd'; import AntdConfig from 'react-awesome-query-builder/lib/config/antd'; import 'react-awesome-query-builder/lib/css/styles.css'; -// import { DownOutlined } from '@ant-design/icons'; -// import Dropdown from 'antd/lib/dropdown'; -// import Menu from 'antd/lib/menu'; -import Text from 'antd/lib/typography/Text'; +import { DownOutlined } from '@ant-design/icons'; +import Dropdown from 'antd/lib/dropdown'; +import Menu from 'antd/lib/menu'; import Button from 'antd/lib/button'; import Modal from 'antd/lib/modal'; import { omit } from 'lodash'; import { CombinedState } from 'reducers'; -import { - changeAnnotationsFilters, changeFrameFiltersAsync, fetchAnnotationsAsync, showFilters, -} from 'actions/annotation-actions'; +import { changeAnnotationsFilters, fetchAnnotationsAsync, showFilters } from 'actions/annotation-actions'; const { FieldDropdown } = AntdWidgets; -// const FILTERS_HISTORY = 'annotationFiltersHistory'; +const FILTERS_HISTORY = 'annotationFiltersHistory'; interface StoredFilter { id: string; @@ -36,7 +32,6 @@ interface StoredFilter { function FiltersModalComponent(): JSX.Element { const labels = useSelector((state: CombinedState) => state.annotation.job.labels); const activeFilters = useSelector((state: CombinedState) => state.annotation.annotations.filters); - const activePlayerFilters = useSelector((state: CombinedState) => state.annotation.player.filters); const visible = useSelector((state: CombinedState) => state.annotation.filtersPanelVisible); const getConvertedInputType = (inputType: string): string => { @@ -83,7 +78,7 @@ function FiltersModalComponent(): JSX.Element { return subfields; }; - const annotationConfig: Config = { + const config: Config = { ...AntdConfig, fields: { label: { @@ -166,127 +161,64 @@ function FiltersModalComponent(): JSX.Element { }, }; - const frameConfig: Config = { - ...AntdConfig, - fields: { - conflicted: { - label: 'Has conflicts', - type: 'boolean', - }, - }, - settings: { - ...AntdConfig.settings, - renderField: (_props: any) => ( - - ), - // using FieldDropdown because we cannot use antd because of antd-related bugs - // https://github.com/ukrbublik/react-awesome-query-builder/issues/224 - }, - }; - const initialState = { - trees: { - annotationTree: QbUtils.checkTree( - QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), - annotationConfig as Config, - ) as ImmutableTree, - frameTree: QbUtils.checkTree( - QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), - frameConfig as Config, - ) as ImmutableTree, - }, - configs: { - annotationConfig, - frameConfig, - }, + tree: QbUtils.checkTree( + QbUtils.loadTree({ id: QbUtils.uuid(), type: 'group' }), + config as Config, + ) as ImmutableTree, + config, }; const dispatch = useDispatch(); const [state, setState] = useState(initialState); - const [annotationFilters, setAnnotationFilters] = useState([] as StoredFilter[]); - const [frameFilters, setFrameFilters] = useState([] as StoredFilter[]); - // useEffect(() => { - // console.log(state); - // }); + const [filters, setFilters] = useState([] as StoredFilter[]); - // useEffect(() => { - // const filtersHistory = window.localStorage.getItem(FILTERS_HISTORY)?.trim() || '[]'; - // try { - // setFilters(JSON.parse(filtersHistory)); - // } catch (_) { - // setFilters([]); - // } - // }, []); + useEffect(() => { + const filtersHistory = window.localStorage.getItem(FILTERS_HISTORY)?.trim() || '[]'; + try { + setFilters(JSON.parse(filtersHistory)); + } catch (_) { + setFilters([]); + } + }, []); - // useEffect(() => { - // window.localStorage.setItem(FILTERS_HISTORY, JSON.stringify(filters)); - // }, [filters]); + useEffect(() => { + window.localStorage.setItem(FILTERS_HISTORY, JSON.stringify(filters)); + }, [filters]); useEffect(() => { if (visible) { - const annotationTreeFromActiveFilters = activeFilters.length ? - QbUtils.checkTree(QbUtils.loadFromJsonLogic(activeFilters[0], annotationConfig), annotationConfig) : - null; - const frameTreeFromActiveFilters = activePlayerFilters.length ? - QbUtils.checkTree(QbUtils.loadFromJsonLogic(activePlayerFilters[0], frameConfig), frameConfig) : + const treeFromActiveFilters = activeFilters.length ? + QbUtils.checkTree(QbUtils.loadFromJsonLogic(activeFilters[0], config), config) : null; setState({ - trees: { - annotationTree: annotationTreeFromActiveFilters || initialState.trees.annotationTree, - frameTree: frameTreeFromActiveFilters || initialState.trees.frameTree, - }, - configs: { - annotationConfig, - frameConfig, - }, + tree: treeFromActiveFilters || initialState.tree, + config, }); } }, [visible]); - const applyFilters = (annotationFiltersData: any[], frameFiltersData: any[]): void => { - if (annotationFiltersData) { - dispatch(changeAnnotationsFilters(annotationFiltersData)); - dispatch(fetchAnnotationsAsync()); - } - if (frameFiltersData) { - dispatch(changeFrameFiltersAsync(frameFiltersData)); - } + const applyFilters = (filtersData: any[]): void => { + dispatch(changeAnnotationsFilters(filtersData)); + dispatch(fetchAnnotationsAsync()); dispatch(showFilters(false)); }; const confirmModal = (): void => { - let currentFilter: StoredFilter = { - id: QbUtils.uuid(), - logic: QbUtils.jsonLogicFormat(state.trees.annotationTree, annotationConfig).logic || {}, - }; - let updatedFilters = annotationFilters.filter( - (filter) => JSON.stringify(filter.logic) !== JSON.stringify(currentFilter.logic), - ); - setAnnotationFilters([currentFilter, ...updatedFilters].slice(0, 10)); - let { logic } = QbUtils.jsonLogicFormat(state.trees.annotationTree, annotationConfig); - if (logic) applyFilters([logic], null); - - currentFilter = { + const currentFilter: StoredFilter = { id: QbUtils.uuid(), - logic: QbUtils.jsonLogicFormat(state.trees.frameTree, frameConfig).logic || {}, + logic: QbUtils.jsonLogicFormat(state.tree, config).logic || {}, }; - updatedFilters = frameFilters.filter( + const updatedFilters = filters.filter( (filter) => JSON.stringify(filter.logic) !== JSON.stringify(currentFilter.logic), ); - - setFrameFilters([currentFilter, ...updatedFilters].slice(0, 10)); - logic = QbUtils.jsonLogicFormat(state.trees.frameTree, frameConfig).logic; - if (logic) { - if (logic) applyFilters(null, [logic]); - } - // todo change frame async + setFilters([currentFilter, ...updatedFilters].slice(0, 10)); + applyFilters([QbUtils.jsonLogicFormat(state.tree, config).logic]); }; - const isModalConfirmable = (): boolean => { - const annotations = (QbUtils.queryString(state.trees.annotationTree, annotationConfig) || '').trim().length > 0 && QbUtils.isValidTree(state.trees.annotationTree); - const frames = (QbUtils.queryString(state.trees.frameTree, frameConfig) || '').trim().length > 0 && QbUtils.isValidTree(state.trees.frameTree); - return annotations || frames; - }; + const isModalConfirmable = (): boolean => ( + (QbUtils.queryString(state.tree, config) || '').trim().length > 0 && QbUtils.isValidTree(state.tree) + ); const renderBuilder = (builderProps: any): JSX.Element => (
@@ -296,56 +228,32 @@ function FiltersModalComponent(): JSX.Element {
); - const onChange = (type: string, tree: ImmutableTree): void => { - if (type === 'annotationTree') { - setState({ - trees: { - ...state.trees, - annotationTree: tree, - }, - configs: { - ...state.configs, - annotationConfig, - }, - }); - } else if (type === 'frameTree') { - setState({ - trees: { - ...state.trees, - frameTree: tree, - }, - configs: { - ...state.configs, - frameConfig, - }, - }); - } + const onChange = (tree: ImmutableTree): void => { + setState({ tree, config }); }; - // TMP disabled - // const menu = ( - // - // {filters - // .map((filter: StoredFilter) => { - // // if a logic received from local storage does not correspond to current config - // // which depends on label specification - // // (it can be when history from another task with - // another specification or when label was removed) - // // loadFromJsonLogic() prints a warning to console - // // the are not ways to configure this behaviour + const menu = ( + + {filters + .map((filter: StoredFilter) => { + // if a logic received from local storage does not correspond to current config + // which depends on label specification + // (it can be when history from another task with another specification or when label was removed) + // loadFromJsonLogic() prints a warning to console + // the are not ways to configure this behaviour - // const tree = QbUtils.loadFromJsonLogic(filter.logic, config); - // const queryString = QbUtils.queryString(tree, config); - // return { tree, queryString, filter }; - // }) - // .filter(({ queryString }) => !!queryString) - // .map(({ filter, tree, queryString }) => ( - // setState({ tree, config })}> - // {queryString} - // - // ))} - // - // ); + const tree = QbUtils.loadFromJsonLogic(filter.logic, config); + const queryString = QbUtils.queryString(tree, config); + return { tree, queryString, filter }; + }) + .filter(({ queryString }) => !!queryString) + .map(({ filter, tree, queryString }) => ( + setState({ tree, config })}> + {queryString} + + ))} + + ); return ( applyFilters([], [])} + disabled={!activeFilters.length} + onClick={() => applyFilters([])} className='cvat-filters-modal-clear-button' > Clear filters @@ -383,7 +291,7 @@ function FiltersModalComponent(): JSX.Element { , ]} > - {/*
-
*/} - Annotation Filters: - onChange('annotationTree', tree)} - renderBuilder={renderBuilder} - /> - Frame Filters: - onChange('frameTree', tree)} - renderBuilder={renderBuilder} - /> +
+ ); } diff --git a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx index 5894cae9d26a..ab826dc1e60c 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx @@ -31,9 +31,7 @@ function RightGroup(props: Props): JSX.Element { showFilters, } = props; - const annotationFilters = useSelector((state: CombinedState) => state.annotation.annotations.filters); - const frameFilters = useSelector((state: CombinedState) => state.annotation.player.filters); - const filters = annotationFilters.length || frameFilters.length; + const filters = useSelector((state: CombinedState) => state.annotation.annotations.filters); return ( @@ -63,7 +61,7 @@ function RightGroup(props: Props): JSX.Element { - Add a new job - - - { - fetchingTask ? ( -
- -
- ) : ( - - - - - - ) - } - - ); -} - -export default React.memo(CreateJobPage); diff --git a/cvat-ui/src/components/create-job-page/job-form.tsx b/cvat-ui/src/components/create-job-page/job-form.tsx deleted file mode 100644 index c433bbaaf29d..000000000000 --- a/cvat-ui/src/components/create-job-page/job-form.tsx +++ /dev/null @@ -1,251 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import './styles.scss'; - -import React, { useCallback } from 'react'; -import { Row, Col } from 'antd/lib/grid'; -import Form from 'antd/lib/form'; -import Button from 'antd/lib/button'; -import Select from 'antd/lib/select'; -import notification from 'antd/lib/notification'; -import InputNumber from 'antd/lib/input-number'; -import CVATTooltip from 'components/common/cvat-tooltip'; - -import { CombinedState } from 'reducers'; -import { useDispatch, useSelector } from 'react-redux'; -import { JobType } from 'cvat-core/src/enums'; -import { Task } from 'cvat-core-wrapper'; -import { createJobAsync } from 'actions/jobs-actions'; -import { useHistory } from 'react-router'; -import Space from 'antd/lib/space'; -import { QuestionCircleOutlined } from '@ant-design/icons'; - -export enum FrameSelectionMethod { - RANDOM = 'random_uniform', -} - -interface JobDataMutual { - task_id: number, - frame_selection_method: FrameSelectionMethod, - type: JobType, - seed?: number, -} - -export interface JobData extends JobDataMutual { - count: number, -} - -export interface JobFormData extends JobDataMutual { - quantity: number, - frame_count: number, -} - -interface Props { - task: Task -} - -const defaultQuantity = 5; - -function JobForm(props: Props): JSX.Element { - const { task } = props; - const { size: taskSize } = task; - const [form] = Form.useForm(); - const dispatch = useDispatch(); - const history = useHistory(); - - const fetching = useSelector((state: CombinedState) => state.models.fetching); - - const submit = useCallback(async (): Promise => { - try { - const values: JobFormData = await form.validateFields(); - const data: JobData = { - frame_selection_method: values.frame_selection_method, - type: values.type, - seed: values.seed, - count: values.frame_count, - task_id: task.id, - }; - const createdJob = await dispatch(createJobAsync(data)); - - return createdJob; - } catch (e) { - return false; - } - }, [task]); - - const onSubmitAndOpen = async (): Promise => { - const createdJob = await submit(); - if (createdJob) { - history.push(`/tasks/${task.id}/jobs/${createdJob.id}`); - } - }; - - const onSubmit = async (): Promise => { - const res = await submit(); - if (res) { - form.resetFields(); - notification.info({ - message: 'Job has been successfully created', - className: 'cvat-notification-create-job-success', - }); - } - }; - - const onQuantityChange = useCallback((value: number | null) => { - if (value) { - const newFrameCount = Math.round((value * taskSize) / 100); - form.setFieldsValue({ - frame_count: newFrameCount, - }); - } - }, [taskSize]); - - const onFrameCountChange = useCallback((value: number | null) => { - if (value) { - const newQuantity = Math.floor((value / taskSize) * 100); - form.setFieldsValue({ - quantity: newQuantity, - }); - } - }, [taskSize]); - const frameCountDescription = 'A representative set, 5-15% of randomly chosen frames is recommended'; - - return ( - - - - - - - - - - - - - - - - Quantity % - - - - - )} - rules={[{ required: true, message: 'Please, specify quantity' }]} - > - - - - - - - - - Frame count - - - - - )} - rules={[{ required: true, message: 'Please, specify frame count' }]} - > - - - - - - - - - - - - - - - - - - - - - - - - - - ); -} - -export default React.memo(JobForm); diff --git a/cvat-ui/src/components/create-job-page/styles.scss b/cvat-ui/src/components/create-job-page/styles.scss deleted file mode 100644 index b1ef80a1b031..000000000000 --- a/cvat-ui/src/components/create-job-page/styles.scss +++ /dev/null @@ -1,45 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -@import '../../base.scss'; - -.cvat-create-job-page { - width: 100%; - height: 100%; - padding-top: $grid-unit-size * 5; - - .cvat-title { - font-size: 36px; - } -} - -.cvat-create-job-form-wrapper { - margin-top: $grid-unit-size * 3; - height: auto; - border: 1px solid $border-color-1; - border-radius: 3px; - padding: $grid-unit-size * 3; - background: $background-color-1; - text-align: initial; - - .ant-input-number { - width: $grid-unit-size * 25; - } -} - -.cvat-create-job-frames-tip { - display: flex; - align-items: center; - margin-left: $grid-unit-size * 2; - margin-top: $grid-unit-size; -} - -.cvat-create-job-actions { - margin-top: $grid-unit-size * 10; - - button { - min-width: $grid-unit-size * 15; - margin-left: $grid-unit-size; - } -} diff --git a/cvat-ui/src/components/cvat-app.tsx b/cvat-ui/src/components/cvat-app.tsx index 09f24160085d..4ca5a6a331f3 100644 --- a/cvat-ui/src/components/cvat-app.tsx +++ b/cvat-ui/src/components/cvat-app.tsx @@ -73,8 +73,6 @@ import EmailConfirmationPage from './email-confirmation-pages/email-confirmed'; import EmailVerificationSentPage from './email-confirmation-pages/email-verification-sent'; import IncorrectEmailConfirmationPage from './email-confirmation-pages/incorrect-email-confirmation'; import CreateModelPage from './create-model-page/create-model-page'; -import CreateJobPage from './create-job-page/create-job-page'; -import TaskAnalyticsPage from './task-analytics-page/task-analytics-page'; interface CVATAppProps { loadFormats: () => void; @@ -462,8 +460,6 @@ class CVATApplication extends React.PureComponent - - diff --git a/cvat-ui/src/components/job-item/job-actions-menu.tsx b/cvat-ui/src/components/job-item/job-actions-menu.tsx deleted file mode 100644 index 3e6e8aa93a93..000000000000 --- a/cvat-ui/src/components/job-item/job-actions-menu.tsx +++ /dev/null @@ -1,69 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT -import React, { useCallback } from 'react'; -import { useDispatch } from 'react-redux'; -import { useHistory } from 'react-router'; -import Menu from 'antd/lib/menu'; -// eslint-disable-next-line import/no-extraneous-dependencies -import { MenuInfo } from 'rc-menu/lib/interface'; -import { exportActions } from 'actions/export-actions'; - -import { Job, JobType } from 'cvat-core-wrapper'; -import { deleteJobAsync } from 'actions/jobs-actions'; -import Modal from 'antd/lib/modal'; - -interface Props { - job: Job -} - -function JobActionsMenu(props: Props): JSX.Element { - const { job } = props; - const { id } = job; - const history = useHistory(); - const dispatch = useDispatch(); - - const onDelete = useCallback(() => { - Modal.confirm({ - title: `The job ${job.id} will be deleted`, - content: 'All related data (annotations) will be lost. Continue?', - className: 'cvat-modal-confirm-delete-job', - onOk: () => { - dispatch(deleteJobAsync(job)); - }, - okButtonProps: { - type: 'primary', - danger: true, - }, - okText: 'Delete', - }); - }, [id]); - - return ( - { - if (action.key === 'task') { - history.push(`/tasks/${job.taskId}`); - } else if (action.key === 'project') { - history.push(`/projects/${job.projectId}`); - } else if (action.key === 'bug_tracker') { - if (job.bugTracker) window.open(job.bugTracker, '_blank', 'noopener noreferrer'); - } - }} - > - Go to the task - Go to the project - Go to the bug tracker - dispatch(exportActions.openExportDatasetModal(job))}>Export job - - onDelete()} - > - Delete - - - ); -} - -export default React.memo(JobActionsMenu); diff --git a/cvat-ui/src/components/job-item/job-item.tsx b/cvat-ui/src/components/job-item/job-item.tsx deleted file mode 100644 index 46977067eadd..000000000000 --- a/cvat-ui/src/components/job-item/job-item.tsx +++ /dev/null @@ -1,241 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import './styles.scss'; - -import React, { useEffect, useState } from 'react'; -import { Col, Row } from 'antd/lib/grid'; -import Card from 'antd/lib/card'; -import Text from 'antd/lib/typography/Text'; -import Select from 'antd/lib/select'; -import Icon from '@ant-design/icons'; -import { - Job, JobStage, JobType, Task, User, -} from 'cvat-core-wrapper'; -import { - BorderOutlined, - LoadingOutlined, MoreOutlined, ProjectOutlined, QuestionCircleOutlined, -} from '@ant-design/icons/lib/icons'; -import { Link } from 'react-router-dom'; -import moment from 'moment'; -import UserSelector from 'components/task-page/user-selector'; -import Dropdown from 'antd/lib/dropdown'; -import Tag from 'antd/lib/tag'; -import { DurationIcon, FramesIcon } from 'icons'; -import { useSelector } from 'react-redux'; -import { CombinedState } from 'reducers'; -import CVATTooltip from 'components/common/cvat-tooltip'; -import JobActionsMenu from './job-actions-menu'; - -interface Props { - job: Job, - task: Task, - onJobUpdate: (job: Job) => void; -} - -function ReviewSummaryComponent({ jobInstance }: { jobInstance: any }): JSX.Element { - const [summary, setSummary] = useState | null>(null); - const [error, setError] = useState(null); - useEffect(() => { - setError(null); - jobInstance - .issues(jobInstance.id) - .then((issues: any[]) => { - setSummary({ - issues_unsolved: issues.filter((issue) => !issue.resolved).length, - issues_resolved: issues.filter((issue) => issue.resolved).length, - }); - }) - .catch((_error: any) => { - // eslint-disable-next-line - console.log(_error); - setError(_error); - }); - }, []); - - if (!summary) { - if (error) { - if (error.toString().includes('403')) { - return

You do not have permissions

; - } - - return

Could not fetch, check console output

; - } - - return ( - <> -

Loading..

- - - ); - } - - return ( -
- - - - - - - - - - -
- Unsolved issues - {summary.issues_unsolved}
- Resolved issues - {summary.issues_resolved}
- ); -} - -function JobItem(props: Props): JSX.Element { - const { job, task, onJobUpdate } = props; - const { stage, id } = job; - const created = moment(job.createdDate); - const updated = moment(job.createdDate); - const now = moment(moment.now()); - const deletes = useSelector((state: CombinedState) => state.jobs.activities.deletes); - const deleted = id in deletes ? deletes[id] === true : false; - const style = {}; - if (deleted) { - (style as any).pointerEvents = 'none'; - (style as any).opacity = 0.5; - } - - return ( - - - - - - - {`Job #${job.id}`} - - { - job.type === JobType.GROUND_TRUTH && ( - - Ground truth - - ) - } - - - - Created on - {` ${created.format('MMMM Do YYYY HH:MM')}`} - - - - - Last updated - {` ${updated.format('MMMM Do YYYY HH:MM')}`} - - - - - - - - - - Assignee: - - { - if (job?.assignee?.id === user?.id) return; - if (user) { - job.assignee = user; - onJobUpdate(job); - } - }} - /> - - - - - Stage: - - - }> - - - - - - - - - - - - - - - - - - State: - {` ${job.state.charAt(0).toUpperCase() + job.state.slice(1)}`} - - - - - - Duration: - {` ${moment.duration(now.diff(created)).humanize()}`} - - - - - { - job.type !== JobType.GROUND_TRUTH && ( - - - - Frame range: - {` ${job.startFrame}-${job.stopFrame}`} - - - ) - } - - - - Frame count: - {` ${job.frameCount} (${(job.frameCount / (task.size || 1) * 100).toFixed(0)}%)`} - - - - - - - }> - - - - - ); -} - -export default React.memo(JobItem); diff --git a/cvat-ui/src/components/job-item/styles.scss b/cvat-ui/src/components/job-item/styles.scss deleted file mode 100644 index 82295a76c761..000000000000 --- a/cvat-ui/src/components/job-item/styles.scss +++ /dev/null @@ -1,58 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -@import '../../base.scss'; - -.cvat-job-item { - .cvat-job-item-icon { - .anticon svg { - fill: #fc3; - } - } - - .ant-card-body { - padding: $grid-unit-size*2; - min-height: $grid-unit-size * 9; - } - - .cvat-job-item-selects { - padding-top: $grid-unit-size; - - .cvat-job-assignee-selector { - margin-right: $grid-unit-size; - } - } - - .cvat-job-item-details { - .ant-row { - margin-top: $grid-unit-size; - } - - .anticon { - margin-right: $grid-unit-size; - } - } - - .cvat-job-item-more-button { - position: absolute; - right: 0; - top: 50%; - transform: translateY(-100%); - font-size: 16px; - margin-top: $grid-unit-size; - padding: 0 $grid-unit-size * 2; - } - - .cvat-job-item-dates-info { - margin-top: $grid-unit-size; - } - - .cvat-job-assignee-selector { - max-width: $grid-unit-size * 16; - - @media screen and (max-width: 1620px) { - max-width: $grid-unit-size * 12; - } - } -} diff --git a/cvat-ui/src/components/jobs-page/job-card.tsx b/cvat-ui/src/components/jobs-page/job-card.tsx index 926c5322ad94..b394bd9512f2 100644 --- a/cvat-ui/src/components/jobs-page/job-card.tsx +++ b/cvat-ui/src/components/jobs-page/job-card.tsx @@ -4,14 +4,18 @@ // SPDX-License-Identifier: MIT import React, { useState } from 'react'; +import { useDispatch } from 'react-redux'; import { useHistory } from 'react-router'; import Card from 'antd/lib/card'; import Descriptions from 'antd/lib/descriptions'; import { MoreOutlined } from '@ant-design/icons'; import Dropdown from 'antd/lib/dropdown'; +import Menu from 'antd/lib/menu'; +// eslint-disable-next-line import/no-extraneous-dependencies +import { MenuInfo } from 'rc-menu/lib/interface'; import { useCardHeightHOC } from 'utils/hooks'; +import { exportActions } from 'actions/export-actions'; import Preview from 'components/common/preview'; -import JobActionsMenu from 'components/job-item/job-actions-menu'; const useCardHeight = useCardHeightHOC({ containerClassName: 'cvat-jobs-page', @@ -25,6 +29,7 @@ interface Props { } function JobCardComponent(props: Props): JSX.Element { + const dispatch = useDispatch(); const { job } = props; const [expanded, setExpanded] = useState(false); const history = useHistory(); @@ -72,7 +77,24 @@ function JobCardComponent(props: Props): JSX.Element { {job.assignee.username} ) : null} - }> + { + if (action.key === 'task') { + history.push(`/tasks/${job.taskId}`); + } else if (action.key === 'project') { + history.push(`/projects/${job.projectId}`); + } else if (action.key === 'bug_tracker') { + window.open(job.bugTracker, '_blank', 'noopener noreferrer'); + } + }} + > + Go to the task + Go to the project + Go to the bug tracker + dispatch(exportActions.openExportDatasetModal(job))}>Export job + + )} + > diff --git a/cvat-ui/src/components/jobs-page/jobs-content.tsx b/cvat-ui/src/components/jobs-page/jobs-content.tsx index db34eece8cfd..8406e9f535e8 100644 --- a/cvat-ui/src/components/jobs-page/jobs-content.tsx +++ b/cvat-ui/src/components/jobs-page/jobs-content.tsx @@ -6,11 +6,11 @@ import React from 'react'; import { useSelector } from 'react-redux'; import { Col, Row } from 'antd/lib/grid'; import { CombinedState } from 'reducers'; -import { Job, JobType } from 'cvat-core-wrapper'; import JobCard from './job-card'; function JobsContentComponent(): JSX.Element { const jobs = useSelector((state: CombinedState) => state.jobs.current); + const previews = useSelector((state: CombinedState) => state.jobs.previews); const dimensions = { md: 22, lg: 18, @@ -21,8 +21,8 @@ function JobsContentComponent(): JSX.Element { return ( - {jobs.filter((job: Job) => job.type === JobType.ANNOTATION).map((job: Job): JSX.Element => ( - + {jobs.map((job: any, idx: number): JSX.Element => ( + ))} diff --git a/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx b/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx deleted file mode 100644 index 2df0db916ff2..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/analytics-card.tsx +++ /dev/null @@ -1,64 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React from 'react'; -import Text from 'antd/lib/typography/Text'; -import { Col, Row } from 'antd/lib/grid'; -import Card from 'antd/lib/card'; -import CVATTooltip from 'components/common/cvat-tooltip'; -import { QuestionCircleOutlined } from '@ant-design/icons'; - -interface Props { - title: string; - size?: number; - className?: string; - value?: string | number; - tooltip?: JSX.Element; - bottomElement?: JSX.Element; - rightElement?: JSX.Element; -} - -function AnalyticsCard(props: Props): JSX.Element { - const { - title, size, className, value, tooltip, bottomElement, rightElement, - } = props; - - return ( - - - - - - - - {title} - - { - tooltip && ( - - - - ) - } - - - - {value} - - {bottomElement} - - { - rightElement && {rightElement} - } - - - - ); -} - -export default React.memo(AnalyticsCard); diff --git a/cvat-ui/src/components/task-analytics-page/quality/common.ts b/cvat-ui/src/components/task-analytics-page/quality/common.ts deleted file mode 100644 index 092533b39332..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/common.ts +++ /dev/null @@ -1,19 +0,0 @@ -export function percent(a?: number, b?: number): string | number { - if (typeof a !== 'undefined' && Number.isFinite(a) && b) { - return `${Number((a / b) * 100).toFixed(1)}%`; - } - return 'N/A'; -} - -const THRESHOLD = 5000; -export function clampValue(a?: number): string | number { - if (typeof a !== 'undefined' && Number.isFinite(a)) { - if (a <= THRESHOLD) return a; - return `> ${THRESHOLD}`; - } - return 'N/A'; -} - -export function toRepresentation(val?: number): string { - return (!Number.isFinite(val) ? 'N/A' : `${val?.toFixed(1)}%`); -} diff --git a/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx b/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx deleted file mode 100644 index 02bea25e6877..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/empty-job.tsx +++ /dev/null @@ -1,39 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React from 'react'; -import { Link } from 'react-router-dom'; -import { Col, Row } from 'antd/lib/grid'; -import Card from 'antd/lib/card'; -import Button from 'antd/lib/button'; -import Title from 'antd/lib/typography/Title'; - -interface Props { - taskId: number, -} - -function EmptyJobComponent(props: Props): JSX.Element { - const { taskId } = props; - - return ( - - - - - No Ground Truth job created yet... - - - - - - - - ); -} - -export default React.memo(EmptyJobComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx b/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx deleted file mode 100644 index 976c448c90da..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/gt-conflicts.tsx +++ /dev/null @@ -1,103 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React from 'react'; -import Text from 'antd/lib/typography/Text'; -import { QualityReport, Task } from 'cvat-core-wrapper'; -import { useSelector } from 'react-redux'; -import { CombinedState } from 'reducers'; -import AnalyticsCard from './analytics-card'; -import { percent, clampValue } from './common'; - -interface Props { - task: Task; -} - -function GTConflicts(props: Props): JSX.Element { - const { task } = props; - const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); - const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); - - let conflictsRepresentation: string | number = 'N/A'; - let reportSummary; - if (taskReport) { - reportSummary = taskReport.summary; - conflictsRepresentation = clampValue(reportSummary?.conflictCount); - } - - const tooltip = ( -
- - Conflicts by type: - - - Missing annotations:  - {reportSummary?.conflictsByType.missingAnnotations || 0} - - - Extra annotations:  - {reportSummary?.conflictsByType.extraAnnotations || 0} - - - Mismatching label:  - {reportSummary?.conflictsByType.mismatchingLabel || 0} - - - Low overlap:  - {reportSummary?.conflictsByType.lowOverlap || 0} - - - Mismatching direction:  - {reportSummary?.conflictsByType.mismatchingDirection || 0} - - - Mismatching attributes:  - {reportSummary?.conflictsByType.mismatchingAttributes || 0} - - - Mismatching groups:  - {reportSummary?.conflictsByType.mismatchingGroups || 0} - - - Covered annotation:  - {reportSummary?.conflictsByType.coveredAnnotation || 0} - -
- ); - - const bottomElement = ( - <> - - Errors: - {' '} - {clampValue(reportSummary?.errorCount)} - {reportSummary?.errorCount ? - ` (${percent(reportSummary?.errorCount, reportSummary?.conflictCount)})` : ''} - - - {', '} - Warnings: - {' '} - {clampValue(reportSummary?.warningCount)} - { reportSummary?.warningCount ? - ` (${percent(reportSummary?.warningCount, reportSummary?.conflictCount)})` : '' } - - - ); - - return ( - - ); -} - -export default React.memo(GTConflicts); diff --git a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx b/cvat-ui/src/components/task-analytics-page/quality/issues.tsx deleted file mode 100644 index 0daac497ab37..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/issues.tsx +++ /dev/null @@ -1,61 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React, { useEffect, useState } from 'react'; -import Text from 'antd/lib/typography/Text'; -import { Task } from 'cvat-core-wrapper'; -import notification from 'antd/lib/notification'; -import AnalyticsCard from './analytics-card'; -import { percent, clampValue } from './common'; - -interface Props { - task: Task; -} - -function Issues(props: Props): JSX.Element { - const { task } = props; - - const [issuesCount, setIssuesCount] = useState(0); - const [resolvedIssues, setResolvedIssues] = useState(0); - useEffect(() => { - task - .issues() - .then((issues: any[]) => { - setIssuesCount(issues.length); - setResolvedIssues(issues.reduce((acc, issue) => (issue.resolved ? acc + 1 : acc), 0)); - }) - .catch((_error: any) => { - notification.error({ - description: _error.toString(), - message: "Couldn't fetch issues", - className: 'cvat-notification-notice-get-issues-error', - }); - }); - }, []); - - const bottomElement = ( - <> - - Resolved: - {' '} - {clampValue(resolvedIssues)} - {resolvedIssues ? ` (${percent(resolvedIssues, issuesCount)})` : ''} - - - ); - - return ( - - ); -} - -export default React.memo(Issues); diff --git a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx b/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx deleted file mode 100644 index 87b086bff58c..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/job-list.tsx +++ /dev/null @@ -1,305 +0,0 @@ -// Copyright (C) 2020-2022 Intel Corporation -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import React, { useEffect, useState } from 'react'; -import { useHistory } from 'react-router'; -import { Row, Col } from 'antd/lib/grid'; -import { CopyOutlined, DownloadOutlined } from '@ant-design/icons'; -import { ColumnFilterItem } from 'antd/lib/table/interface'; -import Table from 'antd/lib/table'; -import Button from 'antd/lib/button'; -import Text from 'antd/lib/typography/Text'; -import copy from 'copy-to-clipboard'; - -import { - Task, Job, JobType, QualityReport, getCore, -} from 'cvat-core-wrapper'; -import CVATTooltip from 'components/common/cvat-tooltip'; -import { CombinedState } from 'reducers'; -import { useSelector } from 'react-redux'; -import { getQualityColor } from 'utils/quality-color'; -import Tag from 'antd/lib/tag'; -import { toRepresentation } from './common'; - -interface Props { - task: Task; -} - -function JobListComponent(props: Props): JSX.Element { - const { - task: taskInstance, - } = props; - - const history = useHistory(); - const { id: taskId } = taskInstance; - const { jobs } = taskInstance; - const [renderedJobs] = useState(jobs.filter((job: Job) => job.type === JobType.ANNOTATION)); - const [jobsReports, setJobsReports] = useState>({}); - const jobReportsFromState: QualityReport[] = - useSelector((state: CombinedState) => state.analytics.quality.jobsReports); - - useEffect(() => { - const jobsReportsMap: Record = {}; - for (const job of jobs) { - const report = jobReportsFromState.find((_report: QualityReport) => _report.jobId === job.id); - if (report) jobsReportsMap[job.id] = report; - } - setJobsReports(jobsReportsMap); - }, [renderedJobs, jobReportsFromState]); - - function sorter(path: string) { - return (obj1: any, obj2: any): number => { - let currentObj1 = obj1; - let currentObj2 = obj2; - let field1: string | number | null = null; - let field2: string | number | null = null; - for (const pathSegment of path.split('.')) { - field1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; - field2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; - currentObj1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; - currentObj2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; - } - - if (field1 && field2) { - if (typeof field1 === 'string' && typeof field2 === 'string') return field1.localeCompare(field2); - if (typeof field1 === 'number' && typeof field2 === 'number') return field2 - field1; - } - - if (field1 === null) { - return 1; - } - - return -1; - }; - } - - function collectUsers(path: string): ColumnFilterItem[] { - return Array.from( - new Set( - jobs.map((job: any) => { - if (job[path] === null) { - return null; - } - - return job[path].username; - }), - ), - ).map((value: string | null) => ({ text: value || 'Is Empty', value: value || false })); - } - - const columns = [ - { - title: 'Job', - dataIndex: 'job', - key: 'job', - render: (id: number): JSX.Element => ( -
- -
- ), - }, - { - title: 'Stage', - dataIndex: 'stage', - key: 'stage', - className: 'cvat-job-item-stage', - render: (jobInstance: any): JSX.Element => { - const { stage } = jobInstance; - - return ( -
- {stage} -
- ); - }, - sorter: sorter('stage.stage'), - filters: [ - { text: 'annotation', value: 'annotation' }, - { text: 'validation', value: 'validation' }, - { text: 'acceptance', value: 'acceptance' }, - ], - onFilter: (value: string | number | boolean, record: any) => record.stage.stage === value, - }, - { - title: 'Assignee', - dataIndex: 'assignee', - key: 'assignee', - className: 'cvat-job-item-assignee', - render: (jobInstance: any): JSX.Element => ( - {jobInstance?.assignee?.username} - ), - sorter: sorter('assignee.assignee.username'), - filters: collectUsers('assignee'), - onFilter: (value: string | number | boolean, record: any) => ( - record.assignee.assignee?.username || false - ) === value, - }, - { - title: 'Frame intersection', - dataIndex: 'frame_intersection', - key: 'frame_intersection', - className: 'cvat-job-item-frame-intersection', - render: (report?: QualityReport): JSX.Element => { - const frameSharePercent = report?.summary?.frameSharePercent; - return ( - - {toRepresentation(frameSharePercent)} - - ); - }, - }, - { - title: 'Errors', - dataIndex: 'errors', - key: 'errors', - className: 'cvat-job-item-errors', - sorter: sorter('errors.summary.errorCount'), - render: (report?: QualityReport): JSX.Element => { - const errorCount = report?.summary?.errorCount; - return ( - - {errorCount || 0} - - ); - }, - }, - { - title: 'Conflicts', - dataIndex: 'conflicts', - key: 'conflicts', - className: 'cvat-job-item-conflicts', - sorter: sorter('errors.summary.conflictCount'), - render: (report: QualityReport): JSX.Element => { - const conflictCount = report?.summary?.conflictCount; - return ( - - {conflictCount || 0} - - ); - }, - }, - { - title: 'Quality', - dataIndex: 'quality', - key: 'quality', - align: 'center' as const, - className: 'cvat-job-item-quality', - sorter: sorter('errors.summary.accuracy'), - render: (report?: QualityReport): JSX.Element => { - const meanAccuracy = report?.summary?.accuracy; - const accuracyRepresentation = toRepresentation(meanAccuracy); - return ( - accuracyRepresentation.includes('N/A') ? ( - - N/A - - ) : - {accuracyRepresentation} - ); - }, - }, - { - title: 'Download', - dataIndex: 'download', - key: 'download', - className: 'cvat-job-item-quality-report-download', - align: 'center' as const, - render: (report?: QualityReport): JSX.Element => { - const reportID = report?.id; - return ( - reportID ? ( - - - - ) : - ); - }, - }, - ]; - const data = renderedJobs.reduce((acc: any[], job: any) => { - const report = jobsReports[job.id]; - acc.push({ - key: job.id, - job: job.id, - stage: job, - assignee: job, - errors: report, - quality: report, - conflicts: report, - download: report, - frame_intersection: report, - }); - - return acc; - }, []); - - return ( -
- - - Jobs - - - - - - 'cvat-task-jobs-table-row'} - columns={columns} - dataSource={data} - size='small' - /> - - ); -} - -export default React.memo(JobListComponent); diff --git a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx b/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx deleted file mode 100644 index 726f6b35e398..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/mean-quality.tsx +++ /dev/null @@ -1,99 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React from 'react'; -import Text from 'antd/lib/typography/Text'; -import moment from 'moment'; -import { QualityReport, Task, getCore } from 'cvat-core-wrapper'; -import { useSelector, useDispatch } from 'react-redux'; -import { CombinedState } from 'reducers'; -import Button from 'antd/lib/button'; -import { DownloadOutlined, MoreOutlined } from '@ant-design/icons'; -import { analyticsActions } from 'actions/analytics-actions'; -import AnalyticsCard from './analytics-card'; -import { toRepresentation } from './common'; - -interface Props { - task: Task; -} - -function MeanQuality(props: Props): JSX.Element { - const { task } = props; - const dispatch = useDispatch(); - const tasksReports: QualityReport[] = useSelector((state: CombinedState) => state.analytics.quality.tasksReports); - const taskReport = tasksReports.find((report: QualityReport) => report.taskId === task.id); - const reportSummary = taskReport?.summary; - - const tooltip = ( -
- - Mean annotation quality consists of: - - - Correct annotations:  - {reportSummary?.validCount || 0} - - - Task annotations:  - {reportSummary?.dsCount || 0} - - - GT annotations:  - {reportSummary?.gtCount || 0} - - - Accuracy:  - {toRepresentation(reportSummary?.accuracy)} - - - Precision:  - {toRepresentation(reportSummary?.precision)} - - - Recall:  - {toRepresentation(reportSummary?.recall)} - -
- ); - - const dowloadReportButton = ( -
- { - taskReport?.id ? ( - <> - - dispatch(analyticsActions.switchQualitySettingsVisible(true))} - /> -
- {taskReport?.createdDate ? moment(taskReport?.createdDate).fromNow() : ''} -
- - ) : null - } -
- - ); - return ( - - ); -} - -export default React.memo(MeanQuality); diff --git a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx b/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx deleted file mode 100644 index 339acfae1979..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/quality-settings-modal.tsx +++ /dev/null @@ -1,263 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import React, { useCallback } from 'react'; -import { useDispatch, useSelector } from 'react-redux'; -import { CombinedState } from 'reducers'; -import Text from 'antd/lib/typography/Text'; -import Modal from 'antd/lib/modal'; -import InputNumber from 'antd/lib/input-number'; -import { analyticsActions, updateQualitySettingsAsync } from 'actions/analytics-actions'; -import { Col, Row } from 'antd/lib/grid'; -import { Divider } from 'antd'; -import Form from 'antd/lib/form'; -import Checkbox from 'antd/lib/checkbox/Checkbox'; - -export default function QualitySettingsModal(): JSX.Element | null { - const visible = useSelector((state: CombinedState) => state.analytics.quality.settings.modalVisible); - const loading = useSelector((state: CombinedState) => state.analytics.quality.settings.fetching); - const settings = useSelector((state: CombinedState) => state.analytics.quality.settings.current); - const [form] = Form.useForm(); - - const dispatch = useDispatch(); - - const onOk = useCallback(async () => { - try { - if (settings) { - const values = await form.validateFields(); - settings.lineThickness = values.lineThickness / 100; - settings.lineOrientationThreshold = values.lineOrientationThreshold / 100; - settings.orientedLines = values.orientedLines; - - settings.lowOverlapThreshold = values.lowOverlapThreshold / 100; - settings.iouThreshold = values.iouThreshold / 100; - settings.oksSigma = values.oksSigma / 100; - - settings.orientedLines = values.orientedLines; - settings.groupMatchThreshold = values.groupMatchThreshold / 100; - - settings.checkCoveredAnnotations = values.checkCoveredAnnotations; - settings.objectVisibilityThreshold = values.objectVisibilityThreshold / 100; - - settings.compareAttributes = values.compareAttributes; - settings.panopticComparison = values.panopticComparison; - - await dispatch(updateQualitySettingsAsync(settings)); - await dispatch(analyticsActions.switchQualitySettingsVisible(false)); - } - return settings; - } catch (e) { - return false; - } - }, [settings]); - - const onCancel = useCallback(() => { - dispatch(analyticsActions.switchQualitySettingsVisible(false)); - }, []); - - return ( - Annotation Settings Quality} - visible={visible} - onOk={onOk} - onCancel={onCancel} - confirmLoading={loading} - className='cvat-modal-quality-settings' - > - { settings ? ( -
- - - General - - - - - - - - - - - - - - - - - - - Compare attributes - - - - - - - - Keypoint Comparison - - - - - - - - - - - - - Line Comparison - - - - - - - - - - - - - - Check orientation - - - - - - - - - - - - - Group Comparison - - - - - - - Compare groups - - - - - - - - - - - - - Segmentation Comparison - - - - - - - Check object visibility - - - - - - - - - - - - - - Match only visible parts - - - - - - ) : ( - No quality settings - )} - - ); -} diff --git a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx b/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx deleted file mode 100644 index 19ba30b171a1..000000000000 --- a/cvat-ui/src/components/task-analytics-page/quality/task-quality-component.tsx +++ /dev/null @@ -1,66 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import '../styles.scss'; - -import React, { useEffect } from 'react'; -import { - Job, JobType, Task, -} from 'cvat-core-wrapper'; -import { Row } from 'antd/lib/grid'; -import Text from 'antd/lib/typography/Text'; -import JobItem from 'components/job-item/job-item'; -import { useDispatch, useSelector } from 'react-redux'; -import { getQualityReportsAsync, getQualitySettingsAsync } from 'actions/analytics-actions'; -import { CombinedState } from 'reducers'; -import MeanQuality from './mean-quality'; -import JobList from './job-list'; -import GtConflicts from './gt-conflicts'; -import Issues from './issues'; -import EmptyGtJob from './empty-job'; -import QualitySettingsModal from './quality-settings-modal'; - -interface Props { - task: Task, - onJobUpdate: (job: Job) => void -} - -function TaskQualityComponent(props: Props): JSX.Element { - const { task, onJobUpdate } = props; - const dispatch = useDispatch(); - const query = useSelector((state: CombinedState) => state.analytics.quality.query); - - useEffect(() => { - dispatch(getQualityReportsAsync(task, { ...query, taskId: task.id })); - dispatch(getQualitySettingsAsync(task)); - }, []); - - const gtJob = task.jobs.find((job: Job) => job.type === JobType.GROUND_TRUTH); - - return ( -
- - - - - - - - - - Quality reports are not computed unless the GT job is in the accepted state. - - - - {gtJob ? : } - - - - - -
- ); -} - -export default React.memo(TaskQualityComponent); diff --git a/cvat-ui/src/components/task-analytics-page/styles.scss b/cvat-ui/src/components/task-analytics-page/styles.scss deleted file mode 100644 index 80ad802e9d9a..000000000000 --- a/cvat-ui/src/components/task-analytics-page/styles.scss +++ /dev/null @@ -1,141 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -@import '../../base.scss'; - -.cvat-analytics-inner { - background: $background-color-1; - min-height: $grid-unit-size * 95; - padding: $grid-unit-size * 4; - - .ant-tabs { - height: 100%; - } -} - -.cvat-task-quality-page { - >.ant-row { - margin-top: $grid-unit-size; - } -} - -.cvat-task-quality-page-empty { - @extend .cvat-task-quality-page; - - display: flex; - justify-content: center; - align-items: center; - height: $grid-unit-size * 68; -} - -.cvat-task-mean-annotaion-quality { - .ant-statistic { - display: flex; - flex-direction: column; - justify-content: center; - align-items: center; - } - - .ant-card-body { - padding: $grid-unit-size * 2 $grid-unit-size * 3; - } -} - -.cvat-analytics-card-title { - font-size: 16px; -} - -.cvat-analytics-card-value { - font-size: 28px; -} - -.cvat-analytics-tooltip { - margin-left: $grid-unit-size; -} - -.cvat-analytics-tooltip-inner { - span { - display: block; - color: white; - } -} - -.cvat-analytics-download-report-button { - padding-left: $grid-unit-size * 2; - padding-right: $grid-unit-size * 2; - - a { - color: white; - margin-left: $grid-unit-size; - - &:hover { - color: white; - } - } -} - -.cvat-analytics-time-hint { - font-size: 10px; - position: absolute; - bottom: -$grid-unit-size * 3; - right: $grid-unit-size * 4; -} - -.cvat-task-analytics-page { - height: 100%; -} - -.cvat-analytics-wrapper { - overflow-y: auto; - height: 90%; - width: 100%; -} - -.cvat-task-analytics-title { - margin-bottom: $grid-unit-size; - - h4 { - display: inline; - margin-right: $grid-unit-size; - } -} - -.cvat-task-quality-reports-hint { - margin-bottom: $grid-unit-size * 3; -} - -.cvat-job-item-empty-gt { - .ant-card-body { - padding: $grid-unit-size * 3; - } - - h5 { - margin: 0; - } - - .ant-btn { - padding-left: $grid-unit-size * 3; - padding-right: $grid-unit-size * 3; - } -} - -.cvat-quality-settings-switch { - padding-left: $grid-unit-size * 2; -} - -.cvat-quality-settings-title { - margin-bottom: $grid-unit-size * 2; -} - -.cvat-modal-quality-settings { - top: $grid-unit-size * 3; - - .ant-divider { - margin: $grid-unit-size 0; - } - - .ant-form-item-control-input { - min-height: 0; - } -} diff --git a/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx b/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx deleted file mode 100644 index 54d7688e5997..000000000000 --- a/cvat-ui/src/components/task-analytics-page/task-analytics-page.tsx +++ /dev/null @@ -1,131 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import './styles.scss'; - -import React, { useEffect, useState } from 'react'; -import { Row, Col } from 'antd/lib/grid'; -import Tabs from 'antd/lib/tabs'; -import { useHistory, useParams } from 'react-router'; -import Text from 'antd/lib/typography/Text'; -import Title from 'antd/lib/typography/Title'; -import Spin from 'antd/lib/spin'; -import Button from 'antd/lib/button'; -import { Task } from 'reducers'; -import { notification } from 'antd'; -import { Job, getCore } from 'cvat-core-wrapper'; -import { LeftOutlined } from '@ant-design/icons/lib/icons'; -import TaskQualityComponent from './quality/task-quality-component'; - -const core = getCore(); - -function TaskAnalyticsPage(): JSX.Element { - const [fetchingTask, setFetchingTask] = useState(true); - const [taskInstance, setTaskInstance] = useState(null); - - const history = useHistory(); - - const id = +useParams<{ id: string }>().id; - - const receieveTask = (): void => { - if (Number.isInteger(id)) { - core.tasks.get({ id }) - .then(([task]: Task[]) => { - if (task) { - setTaskInstance(task); - } - }).catch((error: Error) => { - notification.error({ - message: 'Could not receive the requested project from the server', - description: error.toString(), - }); - }).finally(() => { - setFetchingTask(false); - }); - } else { - notification.error({ - message: 'Could not receive the requested task from the server', - description: `Requested task id "${id}" is not valid`, - }); - setFetchingTask(false); - } - }; - - const onJobUpdate = (job: Job): void => { - setFetchingTask(true); - job.save().then(() => { - receieveTask(); - }).catch((error: Error) => { - notification.error({ - message: 'Could not update the job', - description: error.toString(), - }); - }).finally(() => { - setFetchingTask(false); - }); - }; - - useEffect((): void => { - receieveTask(); - }, []); - - return ( -
- { - fetchingTask ? ( -
- -
- ) : ( - -
- - - - - - {taskInstance.name} - - - {`#${taskInstance.id}`} - - - - - Quality - - )} - key='quality' - > - - - - - - ) - } - - ); -} - -export default React.memo(TaskAnalyticsPage); diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index 5249449fb2c6..16fe1b43b38c 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -3,57 +3,83 @@ // // SPDX-License-Identifier: MIT -import React, { useCallback, useEffect, useState } from 'react'; -import jsonLogic from 'json-logic-js'; -import _ from 'lodash'; +import React, { useEffect, useState } from 'react'; import { useHistory } from 'react-router'; import { Row, Col } from 'antd/lib/grid'; - -import { - Task, Job, -} from 'cvat-core-wrapper'; -import { Indexable, JobsQuery } from 'reducers'; -import JobItem from 'components/job-item/job-item'; -import Pagination from 'antd/lib/pagination'; -import { - SortingComponent, ResourceFilterHOC, defaultVisibility, updateHistoryFromQuery, -} from 'components/resource-sorting-filtering'; +import { LoadingOutlined, QuestionCircleOutlined, CopyOutlined } from '@ant-design/icons'; +import { ColumnFilterItem } from 'antd/lib/table/interface'; +import Table from 'antd/lib/table'; import Button from 'antd/lib/button'; -import { PlusOutlined } from '@ant-design/icons'; -import Empty from 'antd/lib/empty'; -import { - localStorageRecentKeyword, localStorageRecentCapacity, predefinedFilterValues, config, -} from './jobs-filter-configuration'; +import Select from 'antd/lib/select'; +import Text from 'antd/lib/typography/Text'; +import moment from 'moment'; +import copy from 'copy-to-clipboard'; -const FilteringComponent = ResourceFilterHOC( - config, localStorageRecentKeyword, localStorageRecentCapacity, predefinedFilterValues, -); +import { Task, Job } from 'cvat-core-wrapper'; +import { JobStage } from 'reducers'; +import CVATTooltip from 'components/common/cvat-tooltip'; +import UserSelector, { User } from './user-selector'; interface Props { task: Task; onUpdateJob(jobInstance: Job): void; } -const PAGE_SIZE = 10; -function setUpJobsList(jobs: Job[], query: JobsQuery): Job[] { - let result = jobs; - if (query.sort) { - let sort = query.sort.split(','); - const orders = sort.map((elem: string) => (elem.startsWith('-') ? 'desc' : 'asc')); - sort = sort.map((elem: string) => (elem.startsWith('-') ? elem.substring(1) : elem)); - const assigneeInd = sort.indexOf('assignee'); - if (assigneeInd > -1) { - sort[assigneeInd] = 'assignee.username'; +function ReviewSummaryComponent({ jobInstance }: { jobInstance: any }): JSX.Element { + const [summary, setSummary] = useState | null>(null); + const [error, setError] = useState(null); + useEffect(() => { + setError(null); + jobInstance + .issues(jobInstance.id) + .then((issues: any[]) => { + setSummary({ + issues_unsolved: issues.filter((issue) => !issue.resolved).length, + issues_resolved: issues.filter((issue) => issue.resolved).length, + }); + }) + .catch((_error: any) => { + // eslint-disable-next-line + console.log(_error); + setError(_error); + }); + }, []); + + if (!summary) { + if (error) { + if (error.toString().includes('403')) { + return

You do not have permissions

; + } + + return

Could not fetch, check console output

; } - result = _.orderBy(result, sort, orders); - } - if (query.filter) { - const converted = result.map((job) => ({ ...job, assignee: job?.assignee?.username })); - const filter = JSON.parse(query.filter); - result = result.filter((job, index) => jsonLogic.apply(filter, converted[index])); + + return ( + <> +

Loading..

+ + + ); } - return result; + return ( +
+ + + + + + + + + + +
+ Unsolved issues + {summary.issues_unsolved}
+ Resolved issues + {summary.issues_resolved}
+ ); } function JobListComponent(props: Props): JSX.Element { @@ -61,115 +87,242 @@ function JobListComponent(props: Props): JSX.Element { task: taskInstance, onUpdateJob, } = props; - const [visibility, setVisibility] = useState(defaultVisibility); const history = useHistory(); - const { id: taskId } = taskInstance; - const { jobs } = taskInstance; - - const queryParams = new URLSearchParams(history.location.search); - const updatedQuery: JobsQuery = { - page: 1, - sort: null, - search: null, - filter: null, - }; - for (const key of Object.keys(updatedQuery)) { - (updatedQuery as Indexable)[key] = queryParams.get(key) || null; - if (key === 'page') { - updatedQuery.page = updatedQuery.page ? +updatedQuery.page : 1; - } + const { jobs, id: taskId } = taskInstance; + + function sorter(path: string) { + return (obj1: any, obj2: any): number => { + let currentObj1 = obj1; + let currentObj2 = obj2; + let field1: string | null = null; + let field2: string | null = null; + for (const pathSegment of path.split('.')) { + field1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; + field2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; + currentObj1 = currentObj1 && pathSegment in currentObj1 ? currentObj1[pathSegment] : null; + currentObj2 = currentObj2 && pathSegment in currentObj2 ? currentObj2[pathSegment] : null; + } + + if (field1 && field2) { + return field1.localeCompare(field2); + } + + if (field1 === null) { + return 1; + } + + return -1; + }; } - const [query, setQuery] = useState(updatedQuery); - const filteredJobs = setUpJobsList(jobs, query); - const jobViews = filteredJobs - .slice((query.page - 1) * PAGE_SIZE, query.page * PAGE_SIZE) - .map((job: Job) => ); - useEffect(() => { - history.replace({ - search: updateHistoryFromQuery(query), + + function collectUsers(path: string): ColumnFilterItem[] { + return Array.from( + new Set( + jobs.map((job: any) => { + if (job[path] === null) { + return null; + } + + return job[path].username; + }), + ), + ).map((value: string | null) => ({ text: value || 'Is Empty', value: value || false })); + } + + const columns = [ + { + title: 'Job', + dataIndex: 'job', + key: 'job', + render: (id: number): JSX.Element => ( +
+ +
+ ), + }, + { + title: 'Frames', + dataIndex: 'frames', + key: 'frames', + className: 'cvat-text-color cvat-job-item-frames', + }, + { + title: 'Stage', + dataIndex: 'stage', + key: 'stage', + className: 'cvat-job-item-stage', + render: (jobInstance: any): JSX.Element => { + const { stage } = jobInstance; + + return ( +
+ + }> + + +
+ ); + }, + sorter: sorter('stage.stage'), + filters: [ + { text: 'annotation', value: 'annotation' }, + { text: 'validation', value: 'validation' }, + { text: 'acceptance', value: 'acceptance' }, + ], + onFilter: (value: string | number | boolean, record: any) => record.stage.stage === value, + }, + { + title: 'State', + dataIndex: 'state', + key: 'state', + className: 'cvat-job-item-state', + render: (jobInstance: any): JSX.Element => { + const { state } = jobInstance; + return ( + + {state} + + ); + }, + sorter: sorter('state.state'), + filters: [ + { text: 'new', value: 'new' }, + { text: 'in progress', value: 'in progress' }, + { text: 'completed', value: 'completed' }, + { text: 'rejected', value: 'rejected' }, + ], + onFilter: (value: string | number | boolean, record: any) => record.state.state === value, + }, + { + title: 'Started on', + dataIndex: 'started', + key: 'started', + className: 'cvat-text-color', + }, + { + title: 'Duration', + dataIndex: 'duration', + key: 'duration', + className: 'cvat-text-color', + }, + { + title: 'Assignee', + dataIndex: 'assignee', + key: 'assignee', + className: 'cvat-job-item-assignee', + render: (jobInstance: any): JSX.Element => ( + { + if (jobInstance?.assignee?.id === value?.id) return; + jobInstance.assignee = value; + onUpdateJob(jobInstance); + }} + /> + ), + sorter: sorter('assignee.assignee.username'), + filters: collectUsers('assignee'), + onFilter: (value: string | number | boolean, record: any) => ( + record.assignee.assignee?.username || false + ) === value, + }, + ]; + + let completed = 0; + const data = jobs.reduce((acc: any[], job: any) => { + if (job.stage === 'acceptance') { + completed++; + } + + const created = moment(taskInstance.createdDate); + + const now = moment(moment.now()); + acc.push({ + key: job.id, + job: job.id, + frames: `${job.startFrame}-${job.stopFrame}`, + state: job, + stage: job, + started: `${created.format('MMMM Do YYYY HH:MM')}`, + duration: `${moment.duration(now.diff(created)).humanize()}`, + assignee: job, }); - }, [query]); - const onCreateJob = useCallback(() => { - history.push(`/tasks/${taskId}/jobs/create`); + return acc; }, []); return ( - <> -
- ( - setVisibility({ ...defaultVisibility, sorting: visible }) - )} - defaultFields={query.sort?.split(',') || ['-ID']} - sortingFields={['ID', 'Assignee', 'State', 'Stage']} - onApplySorting={(sort: string | null) => { - setQuery({ - ...query, - sort, - }); - }} - /> - ( - setVisibility({ ...defaultVisibility, predefined: visible }) - )} - onBuilderVisibleChange={(visible: boolean) => ( - setVisibility({ ...defaultVisibility, builder: visible }) - )} - onRecentVisibleChange={(visible: boolean) => ( - setVisibility({ ...defaultVisibility, builder: visibility.builder, recent: visible }) - )} - onApplyFilter={(filter: string | null) => { - setQuery({ - ...query, - filter, - }); - }} - /> -
-
-
- - { - jobViews.length ? ( - <> -
- - {jobViews} - -
- - - { - setQuery({ - ...query, - page, - }); - }} - showSizeChanger={false} - total={filteredJobs.length} - pageSize={PAGE_SIZE} - current={query.page} - showQuickJumper - /> - - - - ) : ( - - ) - } - +
+ + + Jobs + + + + + + {`${completed} of ${data.length} jobs`} + + + 'cvat-task-jobs-table-row'} + columns={columns} + dataSource={data} + size='small' + /> + ); } diff --git a/cvat-ui/src/components/task-page/jobs-filter-configuration.ts b/cvat-ui/src/components/task-page/jobs-filter-configuration.ts deleted file mode 100644 index ab5569df1407..000000000000 --- a/cvat-ui/src/components/task-page/jobs-filter-configuration.ts +++ /dev/null @@ -1,106 +0,0 @@ -// Copyright (C) 2022 Intel Corporation -// -// SPDX-License-Identifier: MIT - -import { Config } from 'react-awesome-query-builder'; - -export const config: Partial = { - fields: { - state: { - label: 'State', - type: 'select', - operators: ['select_any_in', 'select_equals'], // ['select_equals', 'select_not_equals', 'select_any_in', 'select_not_any_in'] - valueSources: ['value'], - fieldSettings: { - listValues: [ - { value: 'new', title: 'new' }, - { value: 'in progress', title: 'in progress' }, - { value: 'rejected', title: 'rejected' }, - { value: 'completed', title: 'completed' }, - ], - }, - }, - stage: { - label: 'Stage', - type: 'select', - operators: ['select_any_in', 'select_equals'], - valueSources: ['value'], - fieldSettings: { - listValues: [ - { value: 'annotation', title: 'annotation' }, - { value: 'validation', title: 'validation' }, - { value: 'acceptance', title: 'acceptance' }, - ], - }, - }, - dimension: { - label: 'Dimension', - type: 'select', - operators: ['select_equals'], - valueSources: ['value'], - fieldSettings: { - listValues: [ - { value: '2d', title: '2D' }, - { value: '3d', title: '3D' }, - ], - }, - }, - assignee: { - label: 'Assignee', - type: 'text', // todo: change to select - valueSources: ['value'], - fieldSettings: { - // useAsyncSearch: true, - // forceAsyncSearch: true, - // async fetch does not work for now in this library for AntdConfig - // but that issue was solved, see https://github.com/ukrbublik/react-awesome-query-builder/issues/616 - // waiting for a new release, alternative is to use material design, but it is not the best option too - // asyncFetch: async (search: string | null) => { - // const users = await core.users.get({ - // limit: 10, - // is_active: true, - // ...(search ? { search } : {}), - // }); - - // return { - // values: users.map((user: any) => ({ - // value: user.username, title: user.username, - // })), - // hasMore: false, - // }; - // }, - }, - }, - updated_date: { - label: 'Last updated', - type: 'datetime', - operators: ['between', 'greater', 'greater_or_equal', 'less', 'less_or_equal'], - }, - type: { - label: 'Type', - type: 'select', - operators: ['select_equals'], - valueSources: ['value'], - fieldSettings: { - listValues: [ - { value: 'annotation', title: 'Annotation' }, - { value: 'ground_truth', title: 'Ground truth' }, - ], - }, - }, - id: { - label: 'ID', - type: 'number', - operators: ['equal', 'between', 'greater', 'greater_or_equal', 'less', 'less_or_equal'], - fieldSettings: { min: 0 }, - valueSources: ['value'], - }, - }, -}; - -export const localStorageRecentCapacity = 10; -export const localStorageRecentKeyword = 'recentlyAppliedJobsFilters'; -export const predefinedFilterValues = { - 'Assigned to me': '{"and":[{"==":[{"var":"assignee"},""]}]}', - 'Not completed': '{"!":{"or":[{"==":[{"var":"state"},"completed"]},{"==":[{"var":"stage"},"acceptance"]}]}}', -}; diff --git a/cvat-ui/src/components/task-page/styles.scss b/cvat-ui/src/components/task-page/styles.scss index 86b68a789076..487164e9e151 100644 --- a/cvat-ui/src/components/task-page/styles.scss +++ b/cvat-ui/src/components/task-page/styles.scss @@ -7,7 +7,7 @@ .cvat-task-details-wrapper { overflow-y: auto; - height: 100%; + height: 90%; width: 100%; .cvat-task-details { @@ -103,10 +103,14 @@ .cvat-task-job-list { width: 100%; height: auto; - margin-top: $grid-unit-size * 2; + border: 1px solid $border-color-1; + border-radius: 3px; + margin-top: 20px; + padding: 20px; + background: $background-color-1; - .cvat-job-item { - margin-bottom: $grid-unit-size; + > div:nth-child(1) > div:nth-child(1) { + display: flex; } } @@ -165,13 +169,3 @@ } } } - -.cvat-jobs-list-filters-wrapper { - display: flex; - justify-content: end; - margin-top: $grid-unit-size * 2; - - .cvat-resource-page-filters { - margin-right: $grid-unit-size * 4; - } -} diff --git a/cvat-ui/src/components/task-page/task-page.tsx b/cvat-ui/src/components/task-page/task-page.tsx index 5a5138b81180..752029dc0ef7 100644 --- a/cvat-ui/src/components/task-page/task-page.tsx +++ b/cvat-ui/src/components/task-page/task-page.tsx @@ -140,7 +140,7 @@ function TaskPageComponent(): JSX.Element { align='top' className='cvat-task-details-wrapper' > - + diff --git a/cvat-ui/src/components/task-page/top-bar.tsx b/cvat-ui/src/components/task-page/top-bar.tsx index 6a365caf255b..01542d619033 100644 --- a/cvat-ui/src/components/task-page/top-bar.tsx +++ b/cvat-ui/src/components/task-page/top-bar.tsx @@ -2,7 +2,7 @@ // // SPDX-License-Identifier: MIT -import React, { useCallback } from 'react'; +import React from 'react'; import { useHistory } from 'react-router'; import { Row, Col } from 'antd/lib/grid'; import { LeftOutlined, MoreOutlined } from '@ant-design/icons'; @@ -21,10 +21,6 @@ export default function DetailsComponent(props: DetailsComponentProps): JSX.Elem const history = useHistory(); - const onViewAnalytics = useCallback(() => { - history.push(`/tasks/${taskInstance.id}/analytics`); - }, [history]); - return ( @@ -51,13 +47,7 @@ export default function DetailsComponent(props: DetailsComponentProps): JSX.Elem )} - - )} - > + }> @@ -168,13 +164,7 @@ class TaskItemComponent extends React.PureComponent - - )} - > + }> Actions diff --git a/cvat-ui/src/containers/actions-menu/actions-menu.tsx b/cvat-ui/src/containers/actions-menu/actions-menu.tsx index 07bd9c6e5512..7435b18ccf5d 100644 --- a/cvat-ui/src/containers/actions-menu/actions-menu.tsx +++ b/cvat-ui/src/containers/actions-menu/actions-menu.tsx @@ -20,7 +20,6 @@ import { importActions } from 'actions/import-actions'; interface OwnProps { taskInstance: any; - onViewAnalytics: () => void; } interface StateToProps { @@ -88,8 +87,8 @@ function ActionsMenuContainer(props: OwnProps & StateToProps & DispatchToProps): deleteTask, openRunModelWindow, openMoveTaskToProjectWindow, - onViewAnalytics, } = props; + const onClickMenu = (params: MenuInfo): void | JSX.Element => { const [action] = params.keyPath; if (action === Actions.EXPORT_TASK_DATASET) { @@ -106,8 +105,6 @@ function ActionsMenuContainer(props: OwnProps & StateToProps & DispatchToProps): openMoveTaskToProjectWindow(taskInstance.id); } else if (action === Actions.LOAD_TASK_ANNO) { showImportModal(taskInstance); - } else if (action === Actions.VIEW_ANALYTICS) { - onViewAnalytics(); } }; diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx index ad9d3491e966..3b598bcef4f3 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/object-item.tsx @@ -336,7 +336,6 @@ class ObjectItemContainer extends React.PureComponent { serverID={objectState.serverID} locked={objectState.lock} labelID={objectState.label.id} - isGroundTruth={objectState.isGroundTruth} color={getColor(objectState, colorBy)} attributes={attributes} elements={objectState.elements} diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx index 4003ad33e7b0..feb2c8788221 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/objects-list.tsx @@ -19,9 +19,6 @@ import { switchPropagateVisibility as switchPropagateVisibilityAction, removeObject as removeObjectAction, } from 'actions/annotation-actions'; -import { - changeShowGroundTruth as changeShowGroundTruthAction, -} from 'actions/settings-actions'; import isAbleToChangeFrame from 'utils/is-able-to-change-frame'; import { CombinedState, StatesOrdering, ObjectType, ColorBy, @@ -49,7 +46,6 @@ interface StateToProps { maxZLayer: number; keyMap: KeyMap; normalizedKeyMap: Record; - showGroundTruth: boolean; } interface DispatchToProps { @@ -60,7 +56,6 @@ interface DispatchToProps { switchPropagateVisibility: (visible: boolean) => void; changeFrame(frame: number): void; changeGroupColor(group: number, color: string): void; - changeShowGroundTruth(value: boolean): void; } function mapStateToProps(state: CombinedState): StateToProps { @@ -74,7 +69,6 @@ function mapStateToProps(state: CombinedState): StateToProps { activatedStateID, activatedElementID, zLayer: { min: minZLayer, max: maxZLayer }, - statesSources, }, job: { instance: jobInstance }, player: { @@ -83,15 +77,15 @@ function mapStateToProps(state: CombinedState): StateToProps { colors, }, settings: { - shapes: { colorBy, showGroundTruth }, + shapes: { colorBy }, }, shortcuts: { keyMap, normalizedKeyMap }, } = state; let statesHidden = true; let statesLocked = true; - const filteredStates = objectStates.filter((e) => !e.jobID || statesSources.includes(e.jobID)); - filteredStates.forEach((objectState: ObjectState) => { + + objectStates.forEach((objectState: ObjectState) => { const { lock } = objectState; if (!lock) { if (objectState.objectType !== ObjectType.TAG) { @@ -112,7 +106,7 @@ function mapStateToProps(state: CombinedState): StateToProps { statesLocked, statesCollapsedAll: collapsedAll, collapsedStates: collapsed, - objectStates: filteredStates, + objectStates, frameNumber, jobInstance, annotationsFilters, @@ -124,7 +118,6 @@ function mapStateToProps(state: CombinedState): StateToProps { maxZLayer, keyMap, normalizedKeyMap, - showGroundTruth, }; } @@ -151,9 +144,6 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { changeGroupColor(group: number, color: string): void { dispatch(changeGroupColorAsync(group, color)); }, - changeShowGroundTruth(value: boolean): void { - dispatch(changeShowGroundTruthAction(value)); - }, }; } @@ -242,12 +232,6 @@ class ObjectsListContainer extends React.PureComponent { this.hideAllStates(false); }; - private changeShowGroundTruth = (): void => { - const { showGroundTruth, changeShowGroundTruth } = this.props; - - changeShowGroundTruth(!showGroundTruth); - }; - private lockAllStates(locked: boolean): void { const { objectStates, updateAnnotations, readonly } = this.props; @@ -292,7 +276,6 @@ class ObjectsListContainer extends React.PureComponent { colorBy, readonly, statesCollapsedAll, - showGroundTruth, updateAnnotations, changeGroupColor, removeObject, @@ -500,7 +483,6 @@ class ObjectsListContainer extends React.PureComponent { readonly={readonly || false} statesOrdering={statesOrdering} sortedStatesID={sortedStatesID} - showGroundTruth={showGroundTruth} objectStates={objectStates} switchHiddenAllShortcut={normalizedKeyMap.SWITCH_ALL_HIDDEN} switchLockAllShortcut={normalizedKeyMap.SWITCH_ALL_LOCK} @@ -511,7 +493,6 @@ class ObjectsListContainer extends React.PureComponent { expandAllStates={this.onExpandAllStates} hideAllStates={this.onHideAllStates} showAllStates={this.onShowAllStates} - changeShowGroundTruth={this.changeShowGroundTruth} /> ); diff --git a/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx b/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx index 14aecc356613..0910c4c8abf3 100644 --- a/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx +++ b/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx @@ -66,7 +66,6 @@ interface StateToProps { canvasInstance: Canvas | Canvas3d; forceExit: boolean; activeControl: ActiveControl; - frameFilters: any[]; } interface DispatchToProps { @@ -99,7 +98,6 @@ function mapStateToProps(state: CombinedState): StateToProps { delay: frameDelay, fetching: frameFetching, }, - filters, }, annotations: { saving: { uploading: saving, forceExit }, @@ -144,7 +142,6 @@ function mapStateToProps(state: CombinedState): StateToProps { canvasInstance, forceExit, activeControl, - frameFilters: filters, }; } @@ -343,16 +340,13 @@ class AnnotationTopBarContainer extends React.PureComponent { private onPrevFrame = async (): Promise => { const { prevButtonType } = this.state; const { - frameNumber, jobInstance, playing, onSwitchPlay, showDeletedFrames, frameFilters, + frameNumber, jobInstance, playing, onSwitchPlay, showDeletedFrames, } = this.props; const { startFrame } = jobInstance; const frameFrom = Math.max(jobInstance.startFrame, frameNumber - 1); - const newFrame = await jobInstance.frames.search( - { notDeleted: !showDeletedFrames, jsonFilters: frameFilters }, - frameFrom, - jobInstance.startFrame, - ); + const newFrame = showDeletedFrames ? frameFrom : + await jobInstance.frames.search({ notDeleted: true }, frameFrom, jobInstance.startFrame); if (newFrame !== frameNumber && newFrame !== null) { if (playing) { onSwitchPlay(false); @@ -371,16 +365,13 @@ class AnnotationTopBarContainer extends React.PureComponent { private onNextFrame = async (): Promise => { const { nextButtonType } = this.state; const { - frameNumber, jobInstance, playing, onSwitchPlay, showDeletedFrames, frameFilters, + frameNumber, jobInstance, playing, onSwitchPlay, showDeletedFrames, } = this.props; const { stopFrame } = jobInstance; const frameFrom = Math.min(jobInstance.stopFrame, frameNumber + 1); - const newFrame = await jobInstance.frames.search( - { notDeleted: !showDeletedFrames, jsonFilters: frameFilters }, - frameFrom, - jobInstance.stopFrame, - ); + const newFrame = showDeletedFrames ? frameFrom : + await jobInstance.frames.search({ notDeleted: true }, frameFrom, jobInstance.stopFrame); if (newFrame !== frameNumber && newFrame !== null) { if (playing) { onSwitchPlay(false); diff --git a/cvat-ui/src/cvat-core-wrapper.ts b/cvat-ui/src/cvat-core-wrapper.ts index 1f79d6b55ad7..56a0c6fcf4a1 100644 --- a/cvat-ui/src/cvat-core-wrapper.ts +++ b/cvat-ui/src/cvat-core-wrapper.ts @@ -14,12 +14,8 @@ import { import { SerializedAttribute, SerializedLabel } from 'cvat-core/src/server-response-types'; import { Job, Task } from 'cvat-core/src/session'; import Project from 'cvat-core/src/project'; -import QualityReport from 'cvat-core/src/quality-report'; -import QualityConflict, { AnnotationConflict, ConflictImportance } from 'cvat-core/src/quality-conflict'; -import QualitySettings from 'cvat-core/src/quality-settings'; import { - ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, JobType, - JobStage, JobState, + ShapeType, LabelType, ModelKind, ModelProviders, ModelReturnType, DimensionType, } from 'cvat-core/src/enums'; import { Storage, StorageData } from 'cvat-core/src/storage'; import Issue from 'cvat-core/src/issue'; @@ -64,14 +60,6 @@ export { ModelReturnType, DimensionType, Dumper, - JobType, - JobStage, - JobState, - QualityReport, - QualityConflict, - QualitySettings, - AnnotationConflict, - ConflictImportance, }; export type { diff --git a/cvat-ui/src/icons.tsx b/cvat-ui/src/icons.tsx index fc515157b8f8..b44b21d7837e 100644 --- a/cvat-ui/src/icons.tsx +++ b/cvat-ui/src/icons.tsx @@ -63,11 +63,6 @@ import SVGClearIcon from './assets/clear-icon.svg'; import SVGShowPasswordIcon from './assets/show-password.svg'; import SVGPlusIcon from './assets/plus-icon.svg'; import SVGCheckIcon from './assets/check-icon.svg'; -import SVGDurationIcon from './assets/duration-icon.svg'; -import SVGFrameCountIcon from './assets/frame-count-icon.svg'; -import SVGFramesIcon from './assets/frames-icon.svg'; -import SVGConflictIcon from './assets/conflict.svg'; -import SVGShowGroundTruthIcon from './assets/show-gt-icon.svg'; export const CVATLogo = React.memo((): JSX.Element => ); export const CursorIcon = React.memo((): JSX.Element => ); @@ -127,8 +122,3 @@ export const ClearIcon = React.memo((): JSX.Element => ); export const ShowPasswordIcon = React.memo((): JSX.Element => ); export const PlusIcon = React.memo((): JSX.Element => ); export const CheckIcon = React.memo((): JSX.Element => ); -export const DurationIcon = React.memo((): JSX.Element => ); -export const FrameCountIcon = React.memo((): JSX.Element => ); -export const FramesIcon = React.memo((): JSX.Element => ); -export const ConflictIcon = React.memo((): JSX.Element => ); -export const ShowGroundTruthIcon = React.memo((): JSX.Element => ); diff --git a/cvat-ui/src/reducers/analytics-reducer.ts b/cvat-ui/src/reducers/analytics-reducer.ts deleted file mode 100644 index 80dda841001e..000000000000 --- a/cvat-ui/src/reducers/analytics-reducer.ts +++ /dev/null @@ -1,110 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -import { AnalyticsActions, AnalyticsActionsTypes } from 'actions/analytics-actions'; -import { AnalyticsState } from 'reducers'; - -const defaultState: AnalyticsState = { - fetching: false, - quality: { - tasksReports: [], - jobsReports: [], - query: { - taskId: null, - jobId: null, - parentId: null, - }, - settings: { - modalVisible: false, - fetching: false, - current: null, - }, - }, -}; - -export default function ( - state: AnalyticsState = defaultState, - action: AnalyticsActions, -): AnalyticsState { - switch (action.type) { - case AnalyticsActionsTypes.GET_QUALITY_REPORTS: { - return { - ...state, - fetching: true, - quality: { - ...state.quality, - query: { - ...action.payload.query, - }, - }, - }; - } - case AnalyticsActionsTypes.GET_QUALITY_REPORTS_SUCCESS: - return { - ...state, - fetching: false, - quality: { - ...state.quality, - tasksReports: action.payload.tasksReports, - jobsReports: action.payload.jobsReports, - }, - }; - case AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED: - return { - ...state, - fetching: false, - }; - case AnalyticsActionsTypes.SWITCH_QUALITY_SETTINGS_VISIBLE: - return { - ...state, - quality: { - ...state.quality, - settings: { - ...state.quality.settings, - modalVisible: action.payload.visible, - }, - }, - }; - case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS: - case AnalyticsActionsTypes.GET_QUALITY_SETTINGS: { - return { - ...state, - quality: { - ...state.quality, - settings: { - ...state.quality.settings, - fetching: true, - }, - }, - }; - } - case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_SUCCESS: - case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_SUCCESS: - return { - ...state, - quality: { - ...state.quality, - settings: { - ...state.quality.settings, - current: action.payload.settings, - fetching: false, - }, - }, - }; - case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED: - case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED: - return { - ...state, - quality: { - ...state.quality, - settings: { - ...state.quality.settings, - fetching: false, - }, - }, - }; - default: - return state; - } -} diff --git a/cvat-ui/src/reducers/annotation-reducer.ts b/cvat-ui/src/reducers/annotation-reducer.ts index f25fb997d13a..509fd3fc0085 100644 --- a/cvat-ui/src/reducers/annotation-reducer.ts +++ b/cvat-ui/src/reducers/annotation-reducer.ts @@ -12,7 +12,6 @@ import { Canvas3d } from 'cvat-canvas3d-wrapper'; import { DimensionType } from 'cvat-core-wrapper'; import { clamp } from 'utils/math'; -import { SettingsActionTypes } from 'actions/settings-actions'; import { ActiveControl, AnnotationState, @@ -56,7 +55,6 @@ const defaultState: AnnotationState = { openTime: null, labels: [], requestedId: null, - groundTruthJobId: null, instance: null, attributes: {}, fetching: false, @@ -75,7 +73,6 @@ const defaultState: AnnotationState = { playing: false, frameAngles: [], navigationBlocked: false, - filters: [], }, drawing: { activeShapeType: ShapeType.RECTANGLE, @@ -92,7 +89,6 @@ const defaultState: AnnotationState = { }, collapsed: {}, collapsedAll: true, - statesSources: [], states: [], filters: [], resetGroupFlag: false, @@ -152,7 +148,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { frameData: data, minZ, maxZ, - groundTruthJobId, } = action.payload; const isReview = job.stage === JobStage.REVIEW; @@ -184,7 +179,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { acc[label.id] = label.attributes; return acc; }, {}), - groundTruthJobId, }, annotations: { ...state.annotations, @@ -195,7 +189,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { max: maxZ, cur: maxZ, }, - statesSources: [job.id], }, player: { ...state.player, @@ -274,6 +267,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { delay, changeTime, } = action.payload; + return { ...state, player: { @@ -1015,16 +1009,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { }, }; } - case AnnotationActionTypes.CHANGE_FRAME_FILTERS: { - const { filters } = action.payload; - return { - ...state, - player: { - ...state.player, - filters, - }, - }; - } case AnnotationActionTypes.SWITCH_Z_LAYER: { const { cur } = action.payload; const { max, min } = state.annotations.zLayer; @@ -1107,11 +1091,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { return state; } - let { statesSources } = state.annotations; - if (workspace !== Workspace.REVIEW_WORKSPACE) { - statesSources = [state.job.instance.id]; - } - return { ...state, workspace, @@ -1119,7 +1098,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state.annotations, activatedStateID: null, activatedAttributeID: null, - statesSources, }, }; } @@ -1198,29 +1176,6 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { }, }; } - case SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH: { - if (action.payload.showGroundTruth) { - return { - ...state, - annotations: { - ...state.annotations, - statesSources: [ - state.job.instance.id, - state.job.groundTruthJobId, - ], - }, - }; - } - return { - ...state, - annotations: { - ...state.annotations, - statesSources: [ - state.job.instance.id, - ], - }, - }; - } case AnnotationActionTypes.CLOSE_JOB: case AuthActionTypes.LOGOUT_SUCCESS: { if (state.canvas.instance) { diff --git a/cvat-ui/src/reducers/index.ts b/cvat-ui/src/reducers/index.ts index 1ac22aed0e5d..e38e8c8079ea 100644 --- a/cvat-ui/src/reducers/index.ts +++ b/cvat-ui/src/reducers/index.ts @@ -6,7 +6,7 @@ import { Canvas3d } from 'cvat-canvas3d/src/typescript/canvas3d'; import { Canvas, RectDrawingMethod, CuboidDrawingMethod } from 'cvat-canvas-wrapper'; import { - Webhook, MLModel, ModelProvider, Organization, QualityReport, QualityConflict, QualitySettings, + Webhook, MLModel, ModelProvider, Organization, } from 'cvat-core-wrapper'; import { IntelligentScissors } from 'utils/opencv-wrapper/intelligent-scissors'; import { KeyMap } from 'utils/mousetrap-react'; @@ -93,11 +93,6 @@ export interface JobsState { previews: { [index: number]: Preview; }; - activities: { - deletes: { - [tid: number]: boolean; - }; - }; } export interface TasksState { @@ -451,8 +446,6 @@ export interface NotificationsState { jobs: { updating: null | ErrorState; fetching: null | ErrorState; - creating: null | ErrorState; - deleting: null | ErrorState; }; formats: { fetching: null | ErrorState; @@ -544,11 +537,6 @@ export interface NotificationsState { updating: null | ErrorState; deleting: null | ErrorState; }; - analytics: { - fetching: null | ErrorState; - fetchingSettings: null | ErrorState; - updatingSettings: null | ErrorState; - } }; messages: { tasks: { @@ -667,7 +655,6 @@ export interface AnnotationState { openTime: null | number; labels: any[]; requestedId: number | null; - groundTruthJobId: number | null; instance: any | null | undefined; attributes: Record; fetching: boolean; @@ -686,7 +673,6 @@ export interface AnnotationState { navigationBlocked: boolean; playing: boolean; frameAngles: number[]; - filters: any[]; }; drawing: { activeInteractor?: MLModel | OpenCVTool; @@ -704,7 +690,6 @@ export interface AnnotationState { activatedAttributeID: number | null; collapsed: Record; collapsedAll: boolean; - statesSources: number[]; states: any[]; filters: any[]; resetGroupFlag: boolean; @@ -814,7 +799,6 @@ export interface ShapesSettingsState { outlineColor: string; showBitmap: boolean; showProjections: boolean; - showGroundTruth: boolean; } export interface SettingsState { @@ -848,8 +832,6 @@ export interface ReviewState { newIssuePosition: number[] | null; issuesHidden: boolean; issuesResolvedHidden: boolean; - conflicts: QualityConflict[]; - frameConflicts: QualityConflict[]; fetching: { jobId: number | null; issueId: number | null; @@ -885,26 +867,6 @@ export interface WebhooksState { query: WebhooksQuery; } -export interface QualityQuery { - taskId: number | null; - jobId: number | null; - parentId: number | null; -} - -export interface AnalyticsState { - fetching: boolean; - quality: { - tasksReports: QualityReport[]; - jobsReports: QualityReport[]; - query: QualityQuery; - settings: { - modalVisible: boolean; - current: QualitySettings | null; - fetching: boolean; - } - } -} - export interface CombinedState { auth: AuthState; projects: ProjectsState; @@ -925,7 +887,6 @@ export interface CombinedState { cloudStorages: CloudStoragesState; organizations: OrganizationState; webhooks: WebhooksState; - analytics: AnalyticsState; } export interface Indexable { diff --git a/cvat-ui/src/reducers/jobs-reducer.ts b/cvat-ui/src/reducers/jobs-reducer.ts index 5e567f877184..efea5581da65 100644 --- a/cvat-ui/src/reducers/jobs-reducer.ts +++ b/cvat-ui/src/reducers/jobs-reducer.ts @@ -16,9 +16,6 @@ const defaultState: JobsState = { }, current: [], previews: {}, - activities: { - deletes: {}, - }, }; export default (state: JobsState = defaultState, action: JobsActions): JobsState => { @@ -92,54 +89,6 @@ export default (state: JobsState = defaultState, action: JobsActions): JobsState }, }; } - case JobsActionTypes.DELETE_JOB: { - const { jobID } = action.payload; - const { deletes } = state.activities; - - deletes[jobID] = false; - - return { - ...state, - activities: { - ...state.activities, - deletes: { - ...deletes, - }, - }, - }; - } - case JobsActionTypes.DELETE_JOB_SUCCESS: { - const { jobID } = action.payload; - const { deletes } = state.activities; - - deletes[jobID] = true; - - return { - ...state, - activities: { - ...state.activities, - deletes: { - ...deletes, - }, - }, - }; - } - case JobsActionTypes.DELETE_JOB_FAILED: { - const { jobID } = action.payload; - const { deletes } = state.activities; - - delete deletes[jobID]; - - return { - ...state, - activities: { - ...state.activities, - deletes: { - ...deletes, - }, - }, - }; - } default: { return state; } diff --git a/cvat-ui/src/reducers/notifications-reducer.ts b/cvat-ui/src/reducers/notifications-reducer.ts index a89e5f84471b..a1f13f7e77e1 100644 --- a/cvat-ui/src/reducers/notifications-reducer.ts +++ b/cvat-ui/src/reducers/notifications-reducer.ts @@ -23,7 +23,6 @@ import { OrganizationActionsTypes } from 'actions/organization-actions'; import { JobsActionTypes } from 'actions/jobs-actions'; import { WebhooksActionsTypes } from 'actions/webhooks-actions'; -import { AnalyticsActionsTypes } from 'actions/analytics-actions'; import { NotificationsState } from '.'; const defaultState: NotificationsState = { @@ -61,8 +60,6 @@ const defaultState: NotificationsState = { jobs: { updating: null, fetching: null, - creating: null, - deleting: null, }, formats: { fetching: null, @@ -154,11 +151,6 @@ const defaultState: NotificationsState = { updating: null, deleting: null, }, - analytics: { - fetching: null, - fetchingSettings: null, - updatingSettings: null, - }, }, messages: { tasks: { @@ -1541,40 +1533,7 @@ export default function (state = defaultState, action: AnyAction): Notifications fetching: { message: 'Could not fetch a list of jobs', reason: action.payload.error.toString(), - className: 'cvat-notification-notice-update-get-jobs-failed', - }, - }, - }, - }; - } - case JobsActionTypes.CREATE_JOB_FAILED: { - return { - ...state, - errors: { - ...state.errors, - jobs: { - ...state.errors.jobs, - creating: { - message: 'Could not create job', - reason: action.payload.error.toString(), - className: 'cvat-notification-notice-create-job-failed', - }, - }, - }, - }; - } - case JobsActionTypes.DELETE_JOB_FAILED: { - const { jobID } = action.payload; - return { - ...state, - errors: { - ...state.errors, - jobs: { - ...state.errors.jobs, - deleting: { - message: `Could not delete the job #${jobID}`, - reason: action.payload.error.toString(), - className: 'cvat-notification-notice-delete-job-failed', + className: 'cvat-notification-notice-update-organization-membership-failed', }, }, }, @@ -1644,54 +1603,6 @@ export default function (state = defaultState, action: AnyAction): Notifications }, }; } - case AnalyticsActionsTypes.GET_QUALITY_REPORTS_FAILED: { - return { - ...state, - errors: { - ...state.errors, - analytics: { - ...state.errors.analytics, - fetching: { - message: 'Could not fetch quality reports', - reason: action.payload.error.toString(), - className: 'cvat-notification-notice-get-quality-reports-failed', - }, - }, - }, - }; - } - case AnalyticsActionsTypes.GET_QUALITY_SETTINGS_FAILED: { - return { - ...state, - errors: { - ...state.errors, - analytics: { - ...state.errors.analytics, - fetchingSettings: { - message: 'Could not fetch quality settings', - reason: action.payload.error.toString(), - className: 'cvat-notification-notice-get-quality-settings-failed', - }, - }, - }, - }; - } - case AnalyticsActionsTypes.UPDATE_QUALITY_SETTINGS_FAILED: { - return { - ...state, - errors: { - ...state.errors, - analytics: { - ...state.errors.analytics, - updatingSettings: { - message: 'Could not update quality settings', - reason: action.payload.error.toString(), - className: 'cvat-notification-notice-update-quality-settings-failed', - }, - }, - }, - }; - } case BoundariesActionTypes.RESET_AFTER_ERROR: case AuthActionTypes.LOGOUT_SUCCESS: { return { ...defaultState }; diff --git a/cvat-ui/src/reducers/review-reducer.ts b/cvat-ui/src/reducers/review-reducer.ts index dd4d507eccf3..007c89b6f98c 100644 --- a/cvat-ui/src/reducers/review-reducer.ts +++ b/cvat-ui/src/reducers/review-reducer.ts @@ -6,15 +6,12 @@ import config from 'config'; import { AnnotationActionTypes } from 'actions/annotation-actions'; import { ReviewActionTypes } from 'actions/review-actions'; import { AuthActionTypes } from 'actions/auth-actions'; -import { QualityConflict } from 'cvat-core-wrapper'; import { ReviewState } from '.'; const defaultState: ReviewState = { issues: [], latestComments: [], frameIssues: [], // saved on the server and not saved on the server - conflicts: [], - frameConflicts: [], newIssuePosition: null, issuesHidden: false, issuesResolvedHidden: false, @@ -29,18 +26,14 @@ export default function (state: ReviewState = defaultState, action: any): Review case AnnotationActionTypes.GET_JOB_SUCCESS: { const { issues, - conflicts, frameData: { number: frame }, } = action.payload; const frameIssues = issues.filter((issue: any): boolean => issue.frame === frame); - const frameConflicts = conflicts.filter((conflict: QualityConflict): boolean => conflict.frame === frame); return { ...state, issues, frameIssues, - conflicts, - frameConflicts, }; } case AnnotationActionTypes.CHANGE_FRAME: { @@ -88,7 +81,6 @@ export default function (state: ReviewState = defaultState, action: any): Review return { ...state, frameIssues: state.issues.filter((issue: any): boolean => issue.frame === frame), - frameConflicts: state.conflicts.filter((conflict: any): boolean => conflict.frame === frame), }; } case ReviewActionTypes.START_ISSUE: { diff --git a/cvat-ui/src/reducers/root-reducer.ts b/cvat-ui/src/reducers/root-reducer.ts index 3559a0fa2134..0562fe21fe78 100644 --- a/cvat-ui/src/reducers/root-reducer.ts +++ b/cvat-ui/src/reducers/root-reducer.ts @@ -23,7 +23,6 @@ import importReducer from './import-reducer'; import cloudStoragesReducer from './cloud-storages-reducer'; import organizationsReducer from './organizations-reducer'; import webhooksReducer from './webhooks-reducer'; -import analyticsReducer from './analytics-reducer'; export default function createRootReducer(): Reducer { return combineReducers({ @@ -46,6 +45,5 @@ export default function createRootReducer(): Reducer { cloudStorages: cloudStoragesReducer, organizations: organizationsReducer, webhooks: webhooksReducer, - analytics: analyticsReducer, }); } diff --git a/cvat-ui/src/reducers/settings-reducer.ts b/cvat-ui/src/reducers/settings-reducer.ts index e732f26a7e7d..fbc575f272c4 100644 --- a/cvat-ui/src/reducers/settings-reducer.ts +++ b/cvat-ui/src/reducers/settings-reducer.ts @@ -23,7 +23,6 @@ const defaultState: SettingsState = { outlineColor: '#000000', showBitmap: false, showProjections: false, - showGroundTruth: false, }, workspace: { autoSave: false, @@ -119,15 +118,6 @@ export default (state = defaultState, action: AnyAction): SettingsState => { }, }; } - case SettingsActionTypes.CHANGE_SHOW_GROUND_TRUTH: { - return { - ...state, - shapes: { - ...state.shapes, - showGroundTruth: action.payload.showGroundTruth, - }, - }; - } case SettingsActionTypes.CHANGE_SHAPES_OPACITY: { return { ...state, @@ -447,15 +437,6 @@ export default (state = defaultState, action: AnyAction): SettingsState => { }, }; } - case AnnotationActionTypes.CHANGE_WORKSPACE: { - return { - ...state, - shapes: { - ...state.shapes, - showGroundTruth: false, - }, - }; - } case AuthActionTypes.LOGOUT_SUCCESS: { return { ...defaultState }; } diff --git a/cvat-ui/src/utils/quality-color.ts b/cvat-ui/src/utils/quality-color.ts deleted file mode 100644 index 5373a1457c70..000000000000 --- a/cvat-ui/src/utils/quality-color.ts +++ /dev/null @@ -1,34 +0,0 @@ -// Copyright (C) 2023 CVAT.ai Corporation -// -// SPDX-License-Identifier: MIT - -enum QualityColors { - GREEN = '#237804', - YELLOW = '#ffec3d', - RED = '#ff4d4f', - GRAY = '#8c8c8c', -} - -const thresholds = { - low: 75, - middle: 82, - high: 91, -}; - -export function getQualityColor(value?: number): QualityColors { - if (!value) { - return QualityColors.GRAY; - } - - if (value >= thresholds.high) { - return QualityColors.GREEN; - } - if (value >= thresholds.middle) { - return QualityColors.YELLOW; - } - if (value >= thresholds.low) { - return QualityColors.RED; - } - - return QualityColors.GRAY; -} diff --git a/yarn.lock b/yarn.lock index 64aa589afd34..18636dc1c78d 100644 --- a/yarn.lock +++ b/yarn.lock @@ -1738,11 +1738,6 @@ "@types/tough-cookie" "*" parse5 "^7.0.0" -"@types/json-logic-js@^2.0.2": - version "2.0.2" - resolved "https://registry.yarnpkg.com/@types/json-logic-js/-/json-logic-js-2.0.2.tgz#f22ae63b1ff529db77368e78dab196730a2f1527" - integrity sha512-kM5tSI/HWDqlxpYTgISwaU93OdQ+fWzYliYOAn3QaVSCT1S6l0nm8jK2RZXRlD+Sx8s6RYhovZSxookkw6Wk7w== - "@types/json-schema@*", "@types/json-schema@^7.0.5", "@types/json-schema@^7.0.8", "@types/json-schema@^7.0.9": version "7.0.11" resolved "https://registry.yarnpkg.com/@types/json-schema/-/json-schema-7.0.11.tgz#d421b6c527a3037f7c84433fd2c4229e016863d3" @@ -3909,7 +3904,7 @@ custom-error-instance@2.1.1: three "^0.126.1" "cvat-canvas@link:./cvat-canvas": - version "2.16.6" + version "2.16.4" dependencies: "@types/fabric" "^4.5.7" "@types/polylabel" "^1.0.5" @@ -3922,7 +3917,7 @@ custom-error-instance@2.1.1: svg.select.js "3.0.1" "cvat-core@link:./cvat-core": - version "9.1.1" + version "9.0.1" dependencies: "@types/lodash" "^4.14.191" axios "^0.27.2" @@ -6879,7 +6874,7 @@ json-buffer@3.0.0: resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.0.tgz#5b1f397afc75d677bde8bcfc0e47e1f9a3d9a898" integrity sha512-CuUqjv0FUZIdXkHPI8MezCnFCdaTAacej1TZYulLoAg1h/PhwkdXFN4V/gzY4g+fMBCOV2xF+rp7t2XD2ns/NQ== -json-logic-js@^2.0.1, json-logic-js@^2.0.2: +json-logic-js@^2.0.1: version "2.0.2" resolved "https://registry.yarnpkg.com/json-logic-js/-/json-logic-js-2.0.2.tgz#b613e095f5e598cb78f7b9a2bbf638e74cf98158" integrity sha512-ZBtBdMJieqQcH7IX/LaBsr5pX+Y5JIW+EhejtM3Ffg2jdN9Iwf+Ht6TbHnvAZ/YtwyuhPaCBlnvzrwVeWdvGDQ== From 35d191876b3d855c62250f913438c31a66c9c1d9 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 27 May 2023 00:45:00 +0300 Subject: [PATCH 192/257] Fix remaining places with org_id query params --- tests/python/rest_api/test_projects.py | 27 ++++++-------------------- tests/python/rest_api/test_tasks.py | 3 --- 2 files changed, 6 insertions(+), 24 deletions(-) diff --git a/tests/python/rest_api/test_projects.py b/tests/python/rest_api/test_projects.py index a28e10fb137c..0e02ed059d3e 100644 --- a/tests/python/rest_api/test_projects.py +++ b/tests/python/rest_api/test_projects.py @@ -213,9 +213,7 @@ def test_org_worker_cannot_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_cannot_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_cannot_get_project_backup(user["username"], project["id"]) # Org worker that in [project:owner, project:assignee] can get project backup. def test_org_worker_can_get_project_backup( @@ -231,9 +229,7 @@ def test_org_worker_can_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_can_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_can_get_project_backup(user["username"], project["id"]) # Org supervisor that in [project:owner, project:assignee] can get project backup. def test_org_supervisor_can_get_project_backup( @@ -249,9 +245,7 @@ def test_org_supervisor_can_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_can_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_can_get_project_backup(user["username"], project["id"]) # Org supervisor that not in [project:owner, project:assignee] cannot get project backup. def test_org_supervisor_cannot_get_project_backup( @@ -267,9 +261,7 @@ def test_org_supervisor_cannot_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_cannot_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_cannot_get_project_backup(user["username"], project["id"]) # Org maintainer that not in [project:owner, project:assignee] can get project backup. def test_org_maintainer_can_get_project_backup( @@ -285,9 +277,7 @@ def test_org_maintainer_can_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_can_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_can_get_project_backup(user["username"], project["id"]) # Org owner that not in [project:owner, project:assignee] can get project backup. def test_org_owner_can_get_project_backup( @@ -303,9 +293,7 @@ def test_org_owner_can_get_project_backup( and is_org_member(user["id"], project["organization"]) ) - self._test_can_get_project_backup( - user["username"], project["id"], org_id=project["organization"] - ) + self._test_can_get_project_backup(user["username"], project["id"]) @pytest.mark.usefixtures("restore_db_per_function") @@ -810,7 +798,6 @@ def test_non_project_staff_privileged_org_members_can_add_label( user["username"], f'/projects/{project["id"]}', {"labels": [new_label]}, - org_id=project["organization"], ) assert response.status_code == HTTPStatus.OK assert response.json()["labels"]["count"] == project["labels"]["count"] + 1 @@ -839,7 +826,6 @@ def test_non_project_staff_org_members_cannot_add_label( user["username"], f'/projects/{project["id"]}', {"labels": [new_label]}, - org_id=project["organization"], ) assert response.status_code == HTTPStatus.FORBIDDEN @@ -864,7 +850,6 @@ def test_project_staff_org_members_can_add_label( user["username"], f'/projects/{project["id"]}', {"labels": [new_label]}, - org_id=project["organization"], ) assert response.status_code == HTTPStatus.OK assert response.json()["labels"]["count"] == project["labels"]["count"] + 1 diff --git a/tests/python/rest_api/test_tasks.py b/tests/python/rest_api/test_tasks.py index 631c70b94064..f0e2b137f9a1 100644 --- a/tests/python/rest_api/test_tasks.py +++ b/tests/python/rest_api/test_tasks.py @@ -1334,7 +1334,6 @@ def test_non_task_staff_privileged_org_members_can_add_label( user["username"], f'/tasks/{task["id"]}', {"labels": [new_label]}, - org_id=task["organization"], ) assert response.status_code == HTTPStatus.OK assert response.json()["labels"]["count"] == task["labels"]["count"] + 1 @@ -1363,7 +1362,6 @@ def test_non_task_staff_org_members_cannot_add_label( user["username"], f'/tasks/{task["id"]}', {"labels": [new_label]}, - org_id=task["organization"], ) assert response.status_code == HTTPStatus.FORBIDDEN @@ -1388,7 +1386,6 @@ def test_task_staff_org_members_can_add_label( user["username"], f'/tasks/{task["id"]}', {"labels": [new_label]}, - org_id=task["organization"], ) assert response.status_code == HTTPStatus.OK assert response.json()["labels"]["count"] == task["labels"]["count"] + 1 From b6117bd7fa0c9df9a80f43fb6bad7b90e7e88684 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 27 May 2023 00:54:24 +0300 Subject: [PATCH 193/257] Fix merge --- cvat-core/src/common.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/cvat-core/src/common.ts b/cvat-core/src/common.ts index ee06f2d5fcae..aa884b1dd0e5 100644 --- a/cvat-core/src/common.ts +++ b/cvat-core/src/common.ts @@ -140,6 +140,7 @@ export function filterFieldsToSnakeCase(filter: Record, keysToSn searchParams.filter = JSON.stringify({ and: [...filtersGroup] }); } return searchParams; +} export function isResourceURL(url: string): boolean { return /\/([0-9]+)$/.test(url); From 76e2942c09b490d0e12f18594e9c7047f364ab9a Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 27 May 2023 01:43:02 +0300 Subject: [PATCH 194/257] Fix some permission problems --- cvat/apps/iam/permissions.py | 21 ++++++++---- cvat/apps/quality_control/models.py | 4 +-- tests/python/rest_api/test_quality_control.py | 12 ++----- tests/python/shared/assets/annotations.json | 32 +++++++++---------- tests/python/shared/assets/jobs.json | 2 ++ 5 files changed, 38 insertions(+), 33 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index faf6fc88f8e4..9a7edf38e220 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -907,13 +907,16 @@ def create(cls, request, view, obj, iam_context): return permissions @classmethod - def create_scope_view(cls, request, task_id: int): + def create_scope_view(cls, request, task_id: int, iam_context=None): try: obj = Task.objects.get(id=task_id) except Task.DoesNotExist as ex: raise ValidationError(str(ex)) - return cls(**cls.unpack_context(request), obj=obj, scope=__class__.Scopes.VIEW) + if not iam_context and request: + iam_context = get_iam_context(request, obj) + + return cls(**iam_context, obj=obj, scope=__class__.Scopes.VIEW) def __init__(self, **kwargs): super().__init__(**kwargs) @@ -1204,7 +1207,9 @@ def create(cls, request, view, obj, iam_context): scope_params['task_id'] = task_id if task_id: - permissions.append(TaskPermission.create_scope_view(request, task_id)) + permissions.append(TaskPermission.create_scope_view( + request, task_id, iam_context=iam_context + )) self = cls.create_base_perm(request, view, scope, iam_context, obj, **scope_params) permissions.append(self) @@ -1641,8 +1646,10 @@ class Scopes(StrEnum): VIEW_STATUS = 'view:status' @classmethod - def create_scope_check_status(cls, request, job_owner_id: int): - return cls(**cls.unpack_context(request), scope='view:status', job_owner_id=job_owner_id) + def create_scope_check_status(cls, request, job_owner_id: int, iam_context=None): + if not iam_context and request: + iam_context = get_iam_context(request, None) + return cls(**iam_context, scope='view:status', job_owner_id=job_owner_id) @classmethod def create(cls, request, view, obj, iam_context): @@ -1669,7 +1676,9 @@ def create(cls, request, view, obj, iam_context): elif scope == Scopes.CREATE: task_id = request.data.get('task_id') if task_id is not None: - permissions.append(TaskPermission.create_scope_view(request, task_id)) + permissions.append(TaskPermission.create_scope_view( + request, task_id, iam_context=iam_context + )) permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) else: diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 6c3b93449c43..600b7135ff05 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -126,7 +126,7 @@ def clean(self): @property def organization_id(self): if task := self.get_task(): - return task.organization + return getattr(task.organization, 'id') return None @@ -221,5 +221,5 @@ def to_dict(self): @property def organization_id(self): if task := self.task: - return task.organization_id + return getattr(task.organization, 'id') return None diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 91be288b29e3..9c62aad3a9d4 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -282,9 +282,7 @@ def test_user_get_report_in_org_task( report = self.create_quality_report(admin_user, task["id"]) if allow: - self._test_get_report_200( - user["username"], report["id"], expected_data=report - ) + self._test_get_report_200(user["username"], report["id"], expected_data=report) else: self._test_get_report_403(user["username"], report["id"]) @@ -561,9 +559,7 @@ def test_user_list_conflicts_in_org_task( assert conflicts if allow: - self._test_list_conflicts_200( - user, report["id"], expected_data=conflicts - ) + self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) else: self._test_list_conflicts_200(user, report["id"], expected_data=[]) @@ -706,9 +702,7 @@ def test_user_get_settings_in_org_task( settings = quality_settings[settings_id] if allow: - self._test_get_settings_200( - user["username"], settings_id, expected_data=settings - ) + self._test_get_settings_200(user["username"], settings_id, expected_data=settings) else: self._test_get_settings_403(user["username"], settings_id) diff --git a/tests/python/shared/assets/annotations.json b/tests/python/shared/assets/annotations.json index ab9f5b68736c..f716d6cd501f 100644 --- a/tests/python/shared/assets/annotations.json +++ b/tests/python/shared/assets/annotations.json @@ -4795,22 +4795,22 @@ { "attributes": [ { - "spec_id": 8, - "value": "black" + "spec_id": 7, + "value": "non-default" } ], "elements": [], "frame": 0, "group": 0, - "id": 55, - "label_id": 52, + "id": 54, + "label_id": 51, "occluded": false, "outside": false, "points": [ - 424.4396493594086, - 86.6660822656795, - 664.8078219824692, - 251.54672960215976 + 244.32906271072352, + 57.53054619015711, + 340.34389750505943, + 191.28914362778414 ], "rotation": 0.0, "source": "manual", @@ -4820,22 +4820,22 @@ { "attributes": [ { - "spec_id": 7, - "value": "non-default" + "spec_id": 8, + "value": "black" } ], "elements": [], "frame": 0, "group": 0, - "id": 54, - "label_id": 51, + "id": 55, + "label_id": 52, "occluded": false, "outside": false, "points": [ - 244.32906271072352, - 57.53054619015711, - 340.34389750505943, - 191.28914362778414 + 424.4396493594086, + 86.6660822656795, + 664.8078219824692, + 251.54672960215976 ], "rotation": 0.0, "source": "manual", diff --git a/tests/python/shared/assets/jobs.json b/tests/python/shared/assets/jobs.json index 777fc9de2a96..a60d1fac95d9 100644 --- a/tests/python/shared/assets/jobs.json +++ b/tests/python/shared/assets/jobs.json @@ -21,6 +21,7 @@ "url": "http://localhost:8080/api/labels?job_id=28" }, "mode": "annotation", + "organization": 2, "project_id": null, "stage": "acceptance", "start_frame": 0, @@ -50,6 +51,7 @@ "url": "http://localhost:8080/api/labels?job_id=27" }, "mode": "annotation", + "organization": 2, "project_id": null, "stage": "annotation", "start_frame": 0, From fa34b767325e7b92a6ab9e9385ef8ee39556b510 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 27 May 2023 01:45:34 +0300 Subject: [PATCH 195/257] Drop ui changes --- cvat-core/src/common.ts | 27 --------------------------- cvat-ui/src/components/cvat-app.tsx | 2 -- 2 files changed, 29 deletions(-) diff --git a/cvat-core/src/common.ts b/cvat-core/src/common.ts index aa884b1dd0e5..95077eb992b9 100644 --- a/cvat-core/src/common.ts +++ b/cvat-core/src/common.ts @@ -115,33 +115,6 @@ export function clamp(value: number, min: number, max: number): number { return Math.min(Math.max(value, min), max); } -export function camelToSnakeCase(str: string): string { - return str.replace(/[A-Z]/g, (letter: string) => `_${letter.toLowerCase()}`); -} - -export function filterFieldsToSnakeCase(filter: Record, keysToSnake: string[]): Record { - const searchParams:Record = {}; - for (const key of Object.keys(filter)) { - if (!keysToSnake.includes(key)) { - searchParams[key] = filter[key]; - } - } - const filtersGroup = []; - for (const key of keysToSnake) { - if (filter[key]) { - filtersGroup.push({ '==': [{ var: camelToSnakeCase(key) }, filter[key]] }); - } - } - - if (searchParams.filter) { - const parsed = JSON.parse(searchParams.filter); - searchParams.filter = JSON.stringify({ and: [parsed, ...filtersGroup] }); - } else { - searchParams.filter = JSON.stringify({ and: [...filtersGroup] }); - } - return searchParams; -} - export function isResourceURL(url: string): boolean { return /\/([0-9]+)$/.test(url); } diff --git a/cvat-ui/src/components/cvat-app.tsx b/cvat-ui/src/components/cvat-app.tsx index 8c1056febea5..0435afd7dd6d 100644 --- a/cvat-ui/src/components/cvat-app.tsx +++ b/cvat-ui/src/components/cvat-app.tsx @@ -73,8 +73,6 @@ import EmailConfirmationPage from './email-confirmation-pages/email-confirmed'; import EmailVerificationSentPage from './email-confirmation-pages/email-verification-sent'; import IncorrectEmailConfirmationPage from './email-confirmation-pages/incorrect-email-confirmation'; import CreateModelPage from './create-model-page/create-model-page'; -import CreateJobPage from './create-job-page/create-job-page'; -import TaskAnalyticsPage from './task-analytics-page/task-analytics-page'; import OrganizationWatcher from './watchers/organization-watcher'; interface CVATAppProps { From 50c695e01f96b49d4737fa748824032835007fde Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:08:58 +0300 Subject: [PATCH 196/257] Fix access permissions --- cvat/apps/iam/permissions.py | 71 +++++++++++-------- cvat/apps/quality_control/views.py | 21 +++--- tests/python/rest_api/test_jobs.py | 3 + tests/python/rest_api/test_quality_control.py | 22 +++++- 4 files changed, 79 insertions(+), 38 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 9a7edf38e220..637058201c97 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -110,6 +110,8 @@ def create(cls, request, view, obj, iam_context) -> Sequence[OpenPolicyAgentPerm @classmethod def create_base_perm(cls, request, view, scope, iam_context, obj=None, **kwargs): + if not iam_context and request: + iam_context = get_iam_context(request, obj) return cls( scope=scope, obj=obj, @@ -117,9 +119,9 @@ def create_base_perm(cls, request, view, scope, iam_context, obj=None, **kwargs) @classmethod def create_scope_list(cls, request, iam_context=None): - if iam_context: - return cls(**iam_context, scope='list') - return cls(**get_iam_context(request, None), scope='list') + if not iam_context and request: + iam_context = get_iam_context(request, None) + return cls(**iam_context, scope='list') def __init__(self, **kwargs): self.obj = None @@ -907,16 +909,17 @@ def create(cls, request, view, obj, iam_context): return permissions @classmethod - def create_scope_view(cls, request, task_id: int, iam_context=None): - try: - obj = Task.objects.get(id=task_id) - except Task.DoesNotExist as ex: - raise ValidationError(str(ex)) + def create_scope_view(cls, request, task: Union[int, Task], iam_context=None): + if isinstance(task, int): + try: + task = Task.objects.get(id=task) + except Task.DoesNotExist as ex: + raise ValidationError(str(ex)) if not iam_context and request: - iam_context = get_iam_context(request, obj) + iam_context = get_iam_context(request, task) - return cls(**iam_context, obj=obj, scope=__class__.Scopes.VIEW) + return cls(**iam_context, obj=task, scope=__class__.Scopes.VIEW) def __init__(self, **kwargs): super().__init__(**kwargs) @@ -1207,8 +1210,14 @@ def create(cls, request, view, obj, iam_context): scope_params['task_id'] = task_id if task_id: + try: + task = Task.objects.get(id=task_id) + except Task.DoesNotExist as ex: + raise ValidationError(str(ex)) + + iam_context = get_iam_context(request, task) permissions.append(TaskPermission.create_scope_view( - request, task_id, iam_context=iam_context + request, task, iam_context=iam_context )) self = cls.create_base_perm(request, view, scope, iam_context, obj, **scope_params) @@ -1651,6 +1660,20 @@ def create_scope_check_status(cls, request, job_owner_id: int, iam_context=None) iam_context = get_iam_context(request, None) return cls(**iam_context, scope='view:status', job_owner_id=job_owner_id) + @classmethod + def create_scope_view(cls, request, report: Union[int, QualityReport], iam_context=None): + if isinstance(report, int): + try: + report = QualityReport.objects.get(id=report) + except QualityReport.DoesNotExist as ex: + raise ValidationError(str(ex)) + + # Access rights are the same as in the owning task + # This component doesn't define its own rules in this case + return TaskPermission.create_scope_view(request, + task=report.get_task(), iam_context=iam_context, + ) + @classmethod def create(cls, request, view, obj, iam_context): Scopes = __class__.Scopes @@ -1659,26 +1682,13 @@ def create(cls, request, view, obj, iam_context): if view.basename == 'quality_reports': for scope in cls.get_scopes(request, view, obj): if scope == Scopes.VIEW: - obj = cast(QualityReport, obj) - - # Access rights are the same as in the owning task - # This component doesn't define its own rules in this case - owning_perm = TaskPermission.create_base_perm( - request, view, iam_context=iam_context, - scope=TaskPermission.Scopes.VIEW, obj=obj.get_task() - ) - permissions.append(owning_perm) + permissions.append(cls.create_scope_view(request, obj, iam_context=iam_context)) elif scope == Scopes.LIST and isinstance(obj, Task): - permissions.append(TaskPermission.create_base_perm( - request, view, iam_context=iam_context, - scope=TaskPermission.Scopes.VIEW, obj=obj) - ) + permissions.append(TaskPermission.create_scope_view(request, task=obj)) elif scope == Scopes.CREATE: task_id = request.data.get('task_id') if task_id is not None: - permissions.append(TaskPermission.create_scope_view( - request, task_id, iam_context=iam_context - )) + permissions.append(TaskPermission.create_scope_view(request, task_id)) permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) else: @@ -1744,7 +1754,12 @@ def create(cls, request, view, obj, iam_context): permissions = [] if view.basename == 'annotation_conflicts': for scope in cls.get_scopes(request, view, obj): - permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) + if scope == cls.Scopes.LIST and isinstance(obj, QualityReport): + permissions.append(QualityReportPermission.create_scope_view( + request, obj, iam_context=iam_context, + )) + else: + permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) return permissions diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index f3277a66e5c9..ee24724cf0b8 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -73,12 +73,16 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - if report_id := self.request.GET.get('report_id', None): + self.check_permissions(self.request) + + if report_id := self.request.query_params.get('report_id', None): try: report = QualityReport.objects.prefetch_related('parent').get(id=report_id) except QualityReport.DoesNotExist as ex: raise NotFound(f"Report {report_id} does not exist") from ex + self.check_object_permissions(self.request, report) + if report.target == QualityReportTarget.TASK: queryset = self.queryset.filter( Q(report=report) | Q(report__parent=report) @@ -87,10 +91,9 @@ def get_queryset(self): queryset = self.queryset.filter(report=report) else: assert False - - # In other cases permissions are checked already - perm = AnnotationConflictPermission.create_scope_list(self.request) - queryset = perm.filter(queryset) + else: + perm = AnnotationConflictPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) return queryset @@ -154,7 +157,9 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - if task_id := self.request.GET.get('task_id', None): + self.check_permissions(self.request) + + if task_id := self.request.query_params.get('task_id', None): # NOTE: This filter is too complex to be implemented by other means try: task = Task.objects.get(id=task_id) @@ -162,15 +167,15 @@ def get_queryset(self): raise NotFound(f"Task {task_id} does not exist") from ex self.check_object_permissions(self.request, task) + queryset = queryset.filter( Q(job__segment__task__id=task_id) | Q(task__id=task_id) ).distinct() else: - # In other cases permissions are checked already perm = QualityReportPermission.create_scope_list(self.request) queryset = perm.filter(queryset) - if target := self.request.GET.get('target', None): + if target := self.request.query_params.get('target', None): if target == QualityReportTarget.JOB: queryset = queryset.filter(job__isnull=False) elif target == QualityReportTarget.TASK: diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 543d12f74a35..d9a997b717ad 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -224,6 +224,9 @@ def test_create_gt_job_in_org_task( self, tasks, jobs, users, is_org_member, is_task_staff, org_role, is_staff, allow ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 9c62aad3a9d4..98cc9d7faae3 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -155,6 +155,9 @@ def test_user_list_reports_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -260,6 +263,9 @@ def test_user_get_report_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -377,6 +383,9 @@ def test_user_get_report_data_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -505,7 +514,7 @@ def test_user_list_conflicts_in_sandbox_task( if allow: self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) else: - self._test_list_conflicts_200(user, report["id"], expected_data=[]) + self._test_list_conflicts_403(user, report["id"]) @pytest.mark.usefixtures("restore_db_per_function") @pytest.mark.parametrize( @@ -534,6 +543,9 @@ def test_user_list_conflicts_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -561,7 +573,7 @@ def test_user_list_conflicts_in_org_task( if allow: self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) else: - self._test_list_conflicts_200(user, report["id"], expected_data=[]) + self._test_list_conflicts_403(user, report["id"]) class TestSimpleQualityConflictsFilters(CollectionSimpleFilterTestBase): @@ -683,6 +695,9 @@ def test_user_get_settings_in_org_task( quality_settings, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -809,6 +824,9 @@ def test_user_patch_settings_in_org_task( quality_settings, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t From 6766e8a4bcf39d9d9973707cdfce23741c2b4399 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:09:44 +0300 Subject: [PATCH 197/257] Fix an error arising in rq worker debugging --- cvat/rqworker.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/cvat/rqworker.py b/cvat/rqworker.py index b21a8c8f7bd0..2d68a419f95b 100644 --- a/cvat/rqworker.py +++ b/cvat/rqworker.py @@ -34,6 +34,14 @@ def main_work_horse(self, *args, **kwargs): def execute_job(self, *args, **kwargs): """Execute job in same thread/process, do not fork()""" + + # Resolves problems with + # django.db.utils.OperationalError: server closed the connection unexpectedly + # errors during debugging + # https://stackoverflow.com/questions/8242837/django-multiprocessing-and-database-connections/10684672#10684672 + from django import db + db.connections.close_all() + return self.perform_job(*args, **kwargs) From 484b75af21b6d58ef307684f266051ca369f46c5 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:10:16 +0300 Subject: [PATCH 198/257] Move test setting declaration --- cvat/settings/testing_rest.py | 5 +++++ tests/docker-compose.quality_settings.yml | 7 ------- tests/python/shared/fixtures/init.py | 1 - 3 files changed, 5 insertions(+), 8 deletions(-) delete mode 100644 tests/docker-compose.quality_settings.yml diff --git a/cvat/settings/testing_rest.py b/cvat/settings/testing_rest.py index 36bf80dc0a2b..6f7f7ec1bee4 100644 --- a/cvat/settings/testing_rest.py +++ b/cvat/settings/testing_rest.py @@ -10,3 +10,8 @@ PASSWORD_HASHERS = [ "django.contrib.auth.hashers.MD5PasswordHasher", ] + +# Avoid quality updates during test runs. +# Note that DB initialization triggers server signals, +# so quality report updates are scheduled for applicable jobs. +QUALITY_CHECK_JOB_DELAY = 10000 diff --git a/tests/docker-compose.quality_settings.yml b/tests/docker-compose.quality_settings.yml deleted file mode 100644 index 259bcda3ea1e..000000000000 --- a/tests/docker-compose.quality_settings.yml +++ /dev/null @@ -1,7 +0,0 @@ -services: - cvat_server: - environment: - # Avoid quality updates during test runs. - # Note that DB initialization triggers server signals, - # so quality report updates are scheduled for applicable jobs. - CVAT_QUALITY_CHECK_JOB_DELAY: 10000 diff --git a/tests/python/shared/fixtures/init.py b/tests/python/shared/fixtures/init.py index 8c5b8844a672..c2fd87671521 100644 --- a/tests/python/shared/fixtures/init.py +++ b/tests/python/shared/fixtures/init.py @@ -29,7 +29,6 @@ "tests/docker-compose.file_share.yml", "tests/docker-compose.minio.yml", "tests/docker-compose.test_servers.yml", - "tests/docker-compose.quality_settings.yml", ] + CONTAINER_NAME_FILES From 32f80b11d135814a80eb81c3019bac9d44396441 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:08:58 +0300 Subject: [PATCH 199/257] Fix access permissions --- cvat/apps/iam/permissions.py | 71 +++++++++++-------- cvat/apps/quality_control/views.py | 21 +++--- tests/python/rest_api/test_jobs.py | 3 + tests/python/rest_api/test_quality_control.py | 22 +++++- 4 files changed, 79 insertions(+), 38 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 9a7edf38e220..637058201c97 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -110,6 +110,8 @@ def create(cls, request, view, obj, iam_context) -> Sequence[OpenPolicyAgentPerm @classmethod def create_base_perm(cls, request, view, scope, iam_context, obj=None, **kwargs): + if not iam_context and request: + iam_context = get_iam_context(request, obj) return cls( scope=scope, obj=obj, @@ -117,9 +119,9 @@ def create_base_perm(cls, request, view, scope, iam_context, obj=None, **kwargs) @classmethod def create_scope_list(cls, request, iam_context=None): - if iam_context: - return cls(**iam_context, scope='list') - return cls(**get_iam_context(request, None), scope='list') + if not iam_context and request: + iam_context = get_iam_context(request, None) + return cls(**iam_context, scope='list') def __init__(self, **kwargs): self.obj = None @@ -907,16 +909,17 @@ def create(cls, request, view, obj, iam_context): return permissions @classmethod - def create_scope_view(cls, request, task_id: int, iam_context=None): - try: - obj = Task.objects.get(id=task_id) - except Task.DoesNotExist as ex: - raise ValidationError(str(ex)) + def create_scope_view(cls, request, task: Union[int, Task], iam_context=None): + if isinstance(task, int): + try: + task = Task.objects.get(id=task) + except Task.DoesNotExist as ex: + raise ValidationError(str(ex)) if not iam_context and request: - iam_context = get_iam_context(request, obj) + iam_context = get_iam_context(request, task) - return cls(**iam_context, obj=obj, scope=__class__.Scopes.VIEW) + return cls(**iam_context, obj=task, scope=__class__.Scopes.VIEW) def __init__(self, **kwargs): super().__init__(**kwargs) @@ -1207,8 +1210,14 @@ def create(cls, request, view, obj, iam_context): scope_params['task_id'] = task_id if task_id: + try: + task = Task.objects.get(id=task_id) + except Task.DoesNotExist as ex: + raise ValidationError(str(ex)) + + iam_context = get_iam_context(request, task) permissions.append(TaskPermission.create_scope_view( - request, task_id, iam_context=iam_context + request, task, iam_context=iam_context )) self = cls.create_base_perm(request, view, scope, iam_context, obj, **scope_params) @@ -1651,6 +1660,20 @@ def create_scope_check_status(cls, request, job_owner_id: int, iam_context=None) iam_context = get_iam_context(request, None) return cls(**iam_context, scope='view:status', job_owner_id=job_owner_id) + @classmethod + def create_scope_view(cls, request, report: Union[int, QualityReport], iam_context=None): + if isinstance(report, int): + try: + report = QualityReport.objects.get(id=report) + except QualityReport.DoesNotExist as ex: + raise ValidationError(str(ex)) + + # Access rights are the same as in the owning task + # This component doesn't define its own rules in this case + return TaskPermission.create_scope_view(request, + task=report.get_task(), iam_context=iam_context, + ) + @classmethod def create(cls, request, view, obj, iam_context): Scopes = __class__.Scopes @@ -1659,26 +1682,13 @@ def create(cls, request, view, obj, iam_context): if view.basename == 'quality_reports': for scope in cls.get_scopes(request, view, obj): if scope == Scopes.VIEW: - obj = cast(QualityReport, obj) - - # Access rights are the same as in the owning task - # This component doesn't define its own rules in this case - owning_perm = TaskPermission.create_base_perm( - request, view, iam_context=iam_context, - scope=TaskPermission.Scopes.VIEW, obj=obj.get_task() - ) - permissions.append(owning_perm) + permissions.append(cls.create_scope_view(request, obj, iam_context=iam_context)) elif scope == Scopes.LIST and isinstance(obj, Task): - permissions.append(TaskPermission.create_base_perm( - request, view, iam_context=iam_context, - scope=TaskPermission.Scopes.VIEW, obj=obj) - ) + permissions.append(TaskPermission.create_scope_view(request, task=obj)) elif scope == Scopes.CREATE: task_id = request.data.get('task_id') if task_id is not None: - permissions.append(TaskPermission.create_scope_view( - request, task_id, iam_context=iam_context - )) + permissions.append(TaskPermission.create_scope_view(request, task_id)) permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) else: @@ -1744,7 +1754,12 @@ def create(cls, request, view, obj, iam_context): permissions = [] if view.basename == 'annotation_conflicts': for scope in cls.get_scopes(request, view, obj): - permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) + if scope == cls.Scopes.LIST and isinstance(obj, QualityReport): + permissions.append(QualityReportPermission.create_scope_view( + request, obj, iam_context=iam_context, + )) + else: + permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) return permissions diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index f3277a66e5c9..ee24724cf0b8 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -73,12 +73,16 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - if report_id := self.request.GET.get('report_id', None): + self.check_permissions(self.request) + + if report_id := self.request.query_params.get('report_id', None): try: report = QualityReport.objects.prefetch_related('parent').get(id=report_id) except QualityReport.DoesNotExist as ex: raise NotFound(f"Report {report_id} does not exist") from ex + self.check_object_permissions(self.request, report) + if report.target == QualityReportTarget.TASK: queryset = self.queryset.filter( Q(report=report) | Q(report__parent=report) @@ -87,10 +91,9 @@ def get_queryset(self): queryset = self.queryset.filter(report=report) else: assert False - - # In other cases permissions are checked already - perm = AnnotationConflictPermission.create_scope_list(self.request) - queryset = perm.filter(queryset) + else: + perm = AnnotationConflictPermission.create_scope_list(self.request) + queryset = perm.filter(queryset) return queryset @@ -154,7 +157,9 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - if task_id := self.request.GET.get('task_id', None): + self.check_permissions(self.request) + + if task_id := self.request.query_params.get('task_id', None): # NOTE: This filter is too complex to be implemented by other means try: task = Task.objects.get(id=task_id) @@ -162,15 +167,15 @@ def get_queryset(self): raise NotFound(f"Task {task_id} does not exist") from ex self.check_object_permissions(self.request, task) + queryset = queryset.filter( Q(job__segment__task__id=task_id) | Q(task__id=task_id) ).distinct() else: - # In other cases permissions are checked already perm = QualityReportPermission.create_scope_list(self.request) queryset = perm.filter(queryset) - if target := self.request.GET.get('target', None): + if target := self.request.query_params.get('target', None): if target == QualityReportTarget.JOB: queryset = queryset.filter(job__isnull=False) elif target == QualityReportTarget.TASK: diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 543d12f74a35..d9a997b717ad 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -224,6 +224,9 @@ def test_create_gt_job_in_org_task( self, tasks, jobs, users, is_org_member, is_task_staff, org_role, is_staff, allow ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 9c62aad3a9d4..98cc9d7faae3 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -155,6 +155,9 @@ def test_user_list_reports_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -260,6 +263,9 @@ def test_user_get_report_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -377,6 +383,9 @@ def test_user_get_report_data_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -505,7 +514,7 @@ def test_user_list_conflicts_in_sandbox_task( if allow: self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) else: - self._test_list_conflicts_200(user, report["id"], expected_data=[]) + self._test_list_conflicts_403(user, report["id"]) @pytest.mark.usefixtures("restore_db_per_function") @pytest.mark.parametrize( @@ -534,6 +543,9 @@ def test_user_list_conflicts_in_org_task( admin_user, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -561,7 +573,7 @@ def test_user_list_conflicts_in_org_task( if allow: self._test_list_conflicts_200(user, report["id"], expected_data=conflicts) else: - self._test_list_conflicts_200(user, report["id"], expected_data=[]) + self._test_list_conflicts_403(user, report["id"]) class TestSimpleQualityConflictsFilters(CollectionSimpleFilterTestBase): @@ -683,6 +695,9 @@ def test_user_get_settings_in_org_task( quality_settings, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t @@ -809,6 +824,9 @@ def test_user_patch_settings_in_org_task( quality_settings, ): for user in users: + if user["is_superuser"]: + continue + task = next( ( t From 7a0bbff593161de75ca4a5742a00a01da34ad30e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:09:44 +0300 Subject: [PATCH 200/257] Fix an error arising in rq worker debugging --- cvat/rqworker.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/cvat/rqworker.py b/cvat/rqworker.py index b21a8c8f7bd0..2d68a419f95b 100644 --- a/cvat/rqworker.py +++ b/cvat/rqworker.py @@ -34,6 +34,14 @@ def main_work_horse(self, *args, **kwargs): def execute_job(self, *args, **kwargs): """Execute job in same thread/process, do not fork()""" + + # Resolves problems with + # django.db.utils.OperationalError: server closed the connection unexpectedly + # errors during debugging + # https://stackoverflow.com/questions/8242837/django-multiprocessing-and-database-connections/10684672#10684672 + from django import db + db.connections.close_all() + return self.perform_job(*args, **kwargs) From 9294e9bb83c57c4b73a26125ff3894f991c219be Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 29 May 2023 18:10:16 +0300 Subject: [PATCH 201/257] Move test setting declaration --- cvat/settings/testing_rest.py | 5 +++++ tests/docker-compose.quality_settings.yml | 7 ------- tests/python/shared/fixtures/init.py | 1 - 3 files changed, 5 insertions(+), 8 deletions(-) delete mode 100644 tests/docker-compose.quality_settings.yml diff --git a/cvat/settings/testing_rest.py b/cvat/settings/testing_rest.py index 36bf80dc0a2b..6f7f7ec1bee4 100644 --- a/cvat/settings/testing_rest.py +++ b/cvat/settings/testing_rest.py @@ -10,3 +10,8 @@ PASSWORD_HASHERS = [ "django.contrib.auth.hashers.MD5PasswordHasher", ] + +# Avoid quality updates during test runs. +# Note that DB initialization triggers server signals, +# so quality report updates are scheduled for applicable jobs. +QUALITY_CHECK_JOB_DELAY = 10000 diff --git a/tests/docker-compose.quality_settings.yml b/tests/docker-compose.quality_settings.yml deleted file mode 100644 index 259bcda3ea1e..000000000000 --- a/tests/docker-compose.quality_settings.yml +++ /dev/null @@ -1,7 +0,0 @@ -services: - cvat_server: - environment: - # Avoid quality updates during test runs. - # Note that DB initialization triggers server signals, - # so quality report updates are scheduled for applicable jobs. - CVAT_QUALITY_CHECK_JOB_DELAY: 10000 diff --git a/tests/python/shared/fixtures/init.py b/tests/python/shared/fixtures/init.py index 8c5b8844a672..c2fd87671521 100644 --- a/tests/python/shared/fixtures/init.py +++ b/tests/python/shared/fixtures/init.py @@ -29,7 +29,6 @@ "tests/docker-compose.file_share.yml", "tests/docker-compose.minio.yml", "tests/docker-compose.test_servers.yml", - "tests/docker-compose.quality_settings.yml", ] + CONTAINER_NAME_FILES From 6ccbff78fcd0c231c251624ea726ce805bcf5f0f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 13:25:25 +0300 Subject: [PATCH 202/257] Add settings list endpoint --- cvat/apps/iam/permissions.py | 6 +- cvat/apps/quality_control/views.py | 13 ++- cvat/schema.yml | 68 ++++++++++++- tests/python/rest_api/test_quality_control.py | 99 +++++++++++++++++++ 4 files changed, 181 insertions(+), 5 deletions(-) diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 637058201c97..2632c558c4f9 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1782,6 +1782,7 @@ class QualitySettingPermission(OpenPolicyAgentPermission): obj: Optional[QualitySettings] class Scopes(StrEnum): + LIST = 'list' VIEW = 'view' UPDATE = 'update' @@ -1792,10 +1793,10 @@ def create(cls, request, view, obj, iam_context): permissions = [] if view.basename == 'quality_settings': for scope in cls.get_scopes(request, view, obj): - if scope in [Scopes.VIEW, Scopes.UPDATE]: + if scope in [Scopes.LIST, Scopes.VIEW, Scopes.UPDATE]: obj = cast(QualitySettings, obj) - if scope == Scopes.VIEW: + if scope in [Scopes.LIST, Scopes.VIEW]: task_scope = TaskPermission.Scopes.VIEW elif scope == Scopes.UPDATE: task_scope = TaskPermission.Scopes.UPDATE_DESC @@ -1821,6 +1822,7 @@ def __init__(self, **kwargs): def get_scopes(request, view, obj): Scopes = __class__.Scopes return [{ + 'list': Scopes.LISt, 'retrieve': Scopes.VIEW, 'partial_update': Scopes.UPDATE, }.get(view.action, None)] diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index ee24724cf0b8..408c3ab6fb85 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -290,14 +290,23 @@ def data(self, request, pk): @extend_schema(tags=["quality"]) @extend_schema_view( + list=extend_schema( + summary='Method returns a paginated list of quality settings', + parameters=[ + # TODO: add support for this + # *ORGANIZATION_OPEN_API_PARAMETERS, + ], + responses={ + '200': QualityReportSerializer(many=True), + }), retrieve=extend_schema( - summary='Method returns details of a quality settings', + summary='Method returns details of quality settings', responses={ '200': QualitySettingsSerializer, }), ) class QualitySettingsViewSet(viewsets.GenericViewSet, - mixins.RetrieveModelMixin, PartialUpdateModelMixin + mixins.ListModelMixin, mixins.RetrieveModelMixin, PartialUpdateModelMixin ): queryset = QualitySettings.objects.select_related('task').all() diff --git a/cvat/schema.yml b/cvat/schema.yml index c08721226bc0..b6f60eb73216 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3614,10 +3614,76 @@ paths: type: object additionalProperties: {} description: '' + /api/quality/settings: + get: + operationId: quality_list_settings + summary: Method returns a paginated list of quality settings + parameters: + - name: X-Organization + in: header + description: Organization unique slug + schema: + type: string + - name: filter + required: false + in: query + description: 'A filter term. Available filter_fields: []' + schema: + type: string + - name: org + in: query + description: Organization unique slug + schema: + type: string + - name: org_id + in: query + description: Organization identifier + schema: + type: integer + - name: page + required: false + in: query + description: A page number within the paginated result set. + schema: + type: integer + - name: page_size + required: false + in: query + description: Number of results to return per page. + schema: + type: integer + - name: search + required: false + in: query + description: 'A search term. Available search_fields: []' + schema: + type: string + - name: sort + required: false + in: query + description: 'Which field to use when ordering the results. Available ordering_fields: + [''id'']' + schema: + type: string + tags: + - quality + security: + - sessionAuth: [] + csrfAuth: [] + tokenAuth: [] + - signatureAuth: [] + - basicAuth: [] + responses: + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/PaginatedQualityReportList' + description: '' /api/quality/settings/{id}: get: operationId: quality_retrieve_settings - summary: Method returns details of a quality settings + summary: Method returns details of quality settings parameters: - in: path name: id diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 98cc9d7faae3..7e8eb4f6c166 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -620,6 +620,105 @@ def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) + +@pytest.mark.usefixtures("restore_db_per_class") +class TestListSettings(_PermissionTestBase): + def _test_list_settings_200( + self, user: str, obj_id: int, *, expected_data: Optional[Dict[str, Any]] = None, **kwargs + ): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_settings(obj_id, **kwargs) + assert response.status == HTTPStatus.OK + + if expected_data is not None: + assert DeepDiff(expected_data, json.loads(response.data), ignore_order=True) == {} + + return response + + def _test_list_settings_403(self, user: str, obj_id: int, **kwargs): + with make_api_client(user) as api_client: + (_, response) = api_client.quality_api.retrieve_settings( + obj_id, **kwargs, _parse_response=False, _check_status=False + ) + assert response.status == HTTPStatus.FORBIDDEN + + return response + + @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) + def test_user_list_settings_in_sandbox( + self, quality_settings, tasks, users, is_task_staff, is_staff, allow + ): + task = next( + t + for t in tasks + if t["organization"] is None and not users[t["owner"]["id"]]["is_superuser"] + ) + + if is_staff: + user = task["owner"]["username"] + else: + user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + + if allow: + self._test_list_settings_200(user, settings_id, expected_data=settings) + else: + self._test_list_settings_403(user, settings_id) + + @pytest.mark.parametrize( + "org_role, is_staff, allow", + [ + ("owner", True, True), + ("owner", False, True), + ("maintainer", True, True), + ("maintainer", False, True), + ("supervisor", True, True), + ("supervisor", False, False), + ("worker", True, True), + ("worker", False, False), + ], + ) + def test_user_get_settings_in_org_task( + self, + tasks, + users, + is_org_member, + is_task_staff, + org_role, + is_staff, + allow, + quality_settings, + ): + for user in users: + if user["is_superuser"]: + continue + + task = next( + ( + t + for t in tasks + if t["organization"] is not None + and is_task_staff(user["id"], t["id"]) == is_staff + and is_org_member(user["id"], t["organization"], role=org_role) + ), + None, + ) + if task is not None: + break + + assert task + + settings_id = task["quality_settings"] + settings = quality_settings[settings_id] + + if allow: + self._test_list_settings_200(user["username"], settings_id, expected_data=settings) + else: + self._test_list_settings_403(user["username"], settings_id) + + @pytest.mark.usefixtures("restore_db_per_class") class TestGetSettings(_PermissionTestBase): def _test_get_settings_200( From ded60d94e3afc3aae7152ae12dfa142c2fe77f69 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 13:41:59 +0300 Subject: [PATCH 203/257] Update schema --- cvat/schema.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/cvat/schema.yml b/cvat/schema.yml index c08721226bc0..6f8aa180faee 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3694,6 +3694,7 @@ paths: - br - bs - ca + - ckb - cs - cy - da @@ -3746,6 +3747,7 @@ paths: - ml - mn - mr + - ms - my - nb - ne @@ -5821,6 +5823,7 @@ components: chunk_size: type: integer readOnly: true + nullable: true size: type: integer readOnly: true @@ -6977,6 +6980,7 @@ components: type: string format: date-time readOnly: true + nullable: true role: allOf: - $ref: '#/components/schemas/RoleEnum' @@ -8764,6 +8768,7 @@ components: status_code: type: integer readOnly: true + nullable: true redelivery: type: boolean readOnly: true From fc7fa37499c74740e5aa83bd467074d0818758c4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 14:09:13 +0300 Subject: [PATCH 204/257] Fix CI --- tests/python/rest_api/test_quality_control.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 7e8eb4f6c166..88402082d122 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -827,7 +827,7 @@ def _test_patch_settings_200( self, user: str, obj_id: int, - data: dict[str, Any], + data: Dict[str, Any], *, expected_data: Optional[Dict[str, Any]] = None, **kwargs, @@ -843,7 +843,7 @@ def _test_patch_settings_200( return response - def _test_patch_settings_403(self, user: str, obj_id: int, data: dict[str, Any], **kwargs): + def _test_patch_settings_403(self, user: str, obj_id: int, data: Dict[str, Any], **kwargs): with make_api_client(user) as api_client: (_, response) = api_client.quality_api.partial_update_settings( obj_id, @@ -856,7 +856,7 @@ def _test_patch_settings_403(self, user: str, obj_id: int, data: dict[str, Any], return response - def _get_request_data(self, data: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]: + def _get_request_data(self, data: Dict[str, Any]) -> tuple[Dict[str, Any], Dict[str, Any]]: patched_data = deepcopy(data) for field, value in data.items(): From 731c4f0c2c12b8d7b3e75c6e46c8fa1f43affca0 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 15:18:41 +0300 Subject: [PATCH 205/257] Add quality settings list endpoint --- cvat/apps/engine/serializers.py | 4 - cvat/apps/iam/permissions.py | 11 +- cvat/apps/iam/rules/quality_settings.rego | 49 ++ cvat/apps/quality_control/serializers.py | 4 +- cvat/apps/quality_control/views.py | 18 +- cvat/schema.yml | 39 +- .../rest_api/test_check_objects_integrity.py | 16 +- tests/python/rest_api/test_quality_control.py | 48 +- .../shared/assets/quality_settings.json | 549 +++++++++--------- tests/python/shared/assets/tasks.json | 17 - tests/python/shared/fixtures/data.py | 2 +- tests/python/shared/utils/dump_objects.py | 11 +- 12 files changed, 414 insertions(+), 354 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f195cd8f89be..8fef0cb496a9 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -1021,9 +1021,6 @@ class TaskReadSerializer(serializers.ModelSerializer): jobs = JobsSummarySerializer(url_filter_key='task_id', source='segment_set') labels = LabelsSummarySerializer(source='*') - # The field may be missing because the app can be disabled - quality_settings = serializers.ReadOnlyField(source='quality_settings.id', required=False) - class Meta: model = models.Task fields = ('url', 'id', 'name', 'project_id', 'mode', 'owner', 'assignee', @@ -1031,7 +1028,6 @@ class Meta: 'status', 'data_chunk_size', 'data_compressed_chunk_type', 'data_original_chunk_type', 'size', 'image_quality', 'data', 'dimension', 'subset', 'organization', 'target_storage', 'source_storage', 'jobs', 'labels', - 'quality_settings' ) read_only_fields = fields extra_kwargs = { diff --git a/cvat/apps/iam/permissions.py b/cvat/apps/iam/permissions.py index 2632c558c4f9..94883dfba265 100644 --- a/cvat/apps/iam/permissions.py +++ b/cvat/apps/iam/permissions.py @@ -1793,10 +1793,10 @@ def create(cls, request, view, obj, iam_context): permissions = [] if view.basename == 'quality_settings': for scope in cls.get_scopes(request, view, obj): - if scope in [Scopes.LIST, Scopes.VIEW, Scopes.UPDATE]: + if scope in [Scopes.VIEW, Scopes.UPDATE]: obj = cast(QualitySettings, obj) - if scope in [Scopes.LIST, Scopes.VIEW]: + if scope == Scopes.VIEW: task_scope = TaskPermission.Scopes.VIEW elif scope == Scopes.UPDATE: task_scope = TaskPermission.Scopes.UPDATE_DESC @@ -1806,9 +1806,8 @@ def create(cls, request, view, obj, iam_context): # Access rights are the same as in the owning task # This component doesn't define its own rules in this case permissions.append(TaskPermission.create_base_perm( - request, view, - iam_context=iam_context, scope=task_scope, obj=obj.task) - ) + request, view, iam_context=iam_context, scope=task_scope, obj=obj.task + )) else: permissions.append(cls.create_base_perm(request, view, scope, iam_context, obj)) @@ -1822,7 +1821,7 @@ def __init__(self, **kwargs): def get_scopes(request, view, obj): Scopes = __class__.Scopes return [{ - 'list': Scopes.LISt, + 'list': Scopes.LIST, 'retrieve': Scopes.VIEW, 'partial_update': Scopes.UPDATE, }.get(view.action, None)] diff --git a/cvat/apps/iam/rules/quality_settings.rego b/cvat/apps/iam/rules/quality_settings.rego index ca998e224f7e..31ad143211d4 100644 --- a/cvat/apps/iam/rules/quality_settings.rego +++ b/cvat/apps/iam/rules/quality_settings.rego @@ -48,3 +48,52 @@ allow { utils.is_admin } +allow { + input.scope == utils.LIST + utils.is_sandbox +} + +allow { + input.scope == utils.LIST + organizations.is_member +} + +filter = [] { # Django Q object to filter list of entries + utils.is_admin + utils.is_sandbox +} else = qobject { + utils.is_admin + utils.is_organization + org := input.auth.organization + qobject := [ + {"task__organization": org.id}, + {"task__project__organization": org.id}, "|", + ] +} else = qobject { + utils.is_sandbox + user := input.auth.user + qobject := [ + {"task__owner_id": user.id}, + {"task__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", + ] +} else = qobject { + utils.is_organization + utils.has_perm(utils.USER) + organizations.has_perm(organizations.MAINTAINER) + org := input.auth.organization + qobject := [ + {"task__organization": org.id}, + {"task__project__organization": org.id}, "|", + ] +} else = qobject { + organizations.has_perm(organizations.WORKER) + user := input.auth.user + qobject := [ + {"task__owner_id": user.id}, + {"task__assignee_id": user.id}, "|", + {"task__project__owner_id": user.id}, "|", + {"task__project__assignee_id": user.id}, "|", + ] +} diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 53fcdbf5cbd8..9d65d7579d05 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -64,7 +64,7 @@ class Meta: model = models.QualitySettings fields = ( 'id', - 'task', + 'task_id', 'iou_threshold', 'oks_sigma', @@ -85,7 +85,7 @@ class Meta: 'compare_attributes', ) - read_only_fields = ('id', 'task', ) + read_only_fields = ('id', 'task_id', ) extra_kwargs = { k: {'required': False} for k in fields diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 408c3ab6fb85..cf9eaa35a4d0 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -29,7 +29,7 @@ QualityReportSerializer, QualityReportCreateSerializer ) -from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission +from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission, QualitySettingPermission @extend_schema(tags=["quality"]) @@ -297,7 +297,7 @@ def data(self, request, pk): # *ORGANIZATION_OPEN_API_PARAMETERS, ], responses={ - '200': QualityReportSerializer(many=True), + '200': QualitySettingsSerializer(many=True), }), retrieve=extend_schema( summary='Method returns details of quality settings', @@ -308,13 +308,23 @@ def data(self, request, pk): class QualitySettingsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.RetrieveModelMixin, PartialUpdateModelMixin ): - queryset = QualitySettings.objects.select_related('task').all() + queryset = QualitySettings.objects.select_related('task', 'task__organization').all() iam_organization_field = 'task__organization' search_fields = [] - filter_fields = [] + filter_fields = ['id', 'task_id'] + simple_filters = ['task_id'] ordering_fields = ['id'] ordering = 'id' serializer_class = QualitySettingsSerializer + + def get_queryset(self): + queryset = super().get_queryset() + + if self.action == 'list': + permissions = QualitySettingPermission.create_scope_list(self.request) + queryset = permissions.filter(queryset) + + return queryset diff --git a/cvat/schema.yml b/cvat/schema.yml index b6f60eb73216..8a89a72a0efb 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3627,7 +3627,7 @@ paths: - name: filter required: false in: query - description: 'A filter term. Available filter_fields: []' + description: 'A filter term. Available filter_fields: [''id'', ''task_id'']' schema: type: string - name: org @@ -3665,6 +3665,11 @@ paths: [''id'']' schema: type: string + - name: task_id + in: query + description: A simple equality filter for the task_id field + schema: + type: integer tags: - quality security: @@ -3678,7 +3683,7 @@ paths: content: application/vnd.cvat+json: schema: - $ref: '#/components/schemas/PaginatedQualityReportList' + $ref: '#/components/schemas/PaginatedQualitySettingsList' description: '' /api/quality/settings/{id}: get: @@ -3760,6 +3765,7 @@ paths: - br - bs - ca + - ckb - cs - cy - da @@ -3812,6 +3818,7 @@ paths: - ml - mn - mr + - ms - my - nb - ne @@ -5887,6 +5894,7 @@ components: chunk_size: type: integer readOnly: true + nullable: true size: type: integer readOnly: true @@ -7043,6 +7051,7 @@ components: type: string format: date-time readOnly: true + nullable: true role: allOf: - $ref: '#/components/schemas/RoleEnum' @@ -7365,6 +7374,26 @@ components: type: array items: $ref: '#/components/schemas/QualityReport' + PaginatedQualitySettingsList: + type: object + properties: + count: + type: integer + example: 123 + next: + type: string + nullable: true + format: uri + example: http://api.example.org/accounts/?page=4 + previous: + type: string + nullable: true + format: uri + example: http://api.example.org/accounts/?page=2 + results: + type: array + items: + $ref: '#/components/schemas/QualitySettings' PaginatedTaskReadList: type: object properties: @@ -8067,7 +8096,7 @@ components: id: type: integer readOnly: true - task: + task_id: type: integer readOnly: true iou_threshold: @@ -8603,9 +8632,6 @@ components: $ref: '#/components/schemas/JobsSummary' labels: $ref: '#/components/schemas/LabelsSummary' - quality_settings: - type: integer - readOnly: true required: - jobs - labels @@ -8830,6 +8856,7 @@ components: status_code: type: integer readOnly: true + nullable: true redelivery: type: boolean readOnly: true diff --git a/tests/python/rest_api/test_check_objects_integrity.py b/tests/python/rest_api/test_check_objects_integrity.py index ee3b5b830d6c..82e55525abe1 100644 --- a/tests/python/rest_api/test_check_objects_integrity.py +++ b/tests/python/rest_api/test_check_objects_integrity.py @@ -15,7 +15,7 @@ @pytest.mark.usefixtures("restore_db_per_class") class TestGetResources: @pytest.mark.parametrize("path", config.ASSETS_DIR.glob("*.json")) - def test_check_objects_integrity(self, path: Path, tasks): + def test_check_objects_integrity(self, path: Path): with open(path) as f: endpoint = path.stem if endpoint in ["quality_settings", "quality_reports", "quality_conflicts"]: @@ -34,20 +34,6 @@ def test_check_objects_integrity(self, path: Path, tasks): ) == {} ) - elif endpoint == "quality/settings": - # There is no list endpoint, but every task must have quality settings - objects = json.load(f) - assert len(tasks) == len(objects) - for sid, settings in objects.items(): - response = config.get_method("admin1", f"quality/settings/{sid}").json() - assert ( - DeepDiff( - settings, - response, - ignore_order=True, - ) - == {} - ) else: response = config.get_method("admin1", endpoint, page_size="all") json_objs = json.load(f) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 88402082d122..851f05d09601 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -620,6 +620,19 @@ def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) +class TestSimpleQualitySettingsFilters(CollectionSimpleFilterTestBase): + @pytest.fixture(autouse=True) + def setup(self, restore_db_per_class, admin_user, quality_settings): + self.user = admin_user + self.samples = quality_settings + + def _get_endpoint(self, api_client: ApiClient) -> Endpoint: + return api_client.quality_api.list_settings_endpoint + + @pytest.mark.parametrize("field", ("task_id",)) + def test_can_use_simple_filter_for_object_list(self, field): + return super().test_can_use_simple_filter_for_object_list(field) + @pytest.mark.usefixtures("restore_db_per_class") class TestListSettings(_PermissionTestBase): @@ -659,8 +672,8 @@ def test_user_list_settings_in_sandbox( else: user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] if allow: self._test_list_settings_200(user, settings_id, expected_data=settings) @@ -710,8 +723,8 @@ def test_user_get_settings_in_org_task( assert task - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] if allow: self._test_list_settings_200(user["username"], settings_id, expected_data=settings) @@ -743,7 +756,8 @@ def _test_get_settings_403(self, user: str, obj_id: int, **kwargs): return response def test_can_get_settings(self, admin_user, quality_settings): - settings_id, settings = next(iter(quality_settings.items())) + settings = next(iter(quality_settings)) + settings_id = settings["id"] self._test_get_settings_200(admin_user, settings_id, expected_data=settings) @pytest.mark.parametrize("is_staff, allow", [(True, True), (False, False)]) @@ -761,8 +775,8 @@ def test_user_get_settings_in_sandbox_task( else: user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] if allow: self._test_get_settings_200(user, settings_id, expected_data=settings) @@ -812,8 +826,8 @@ def test_user_get_settings_in_org_task( assert task - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] if allow: self._test_get_settings_200(user["username"], settings_id, expected_data=settings) @@ -870,7 +884,8 @@ def _get_request_data(self, data: Dict[str, Any]) -> tuple[Dict[str, Any], Dict[ return patched_data, expected_data def test_can_patch_settings(self, admin_user, quality_settings): - settings_id, settings = next(iter(quality_settings.items())) + settings = next(iter(quality_settings)) + settings_id = settings["id"] data, expected_data = self._get_request_data(settings) self._test_patch_settings_200(admin_user, settings_id, data, expected_data=expected_data) @@ -889,8 +904,8 @@ def test_user_patch_settings_in_sandbox_task( else: user = next(u for u in users if not is_task_staff(u["id"], task["id"]))["username"] - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] data, expected_data = self._get_request_data(settings) if allow: @@ -941,8 +956,8 @@ def test_user_patch_settings_in_org_task( assert task - settings_id = task["quality_settings"] - settings = quality_settings[settings_id] + settings = next(s for s in quality_settings if s["task_id"] == task["id"]) + settings_id = settings["id"] data, expected_data = self._get_request_data(settings) if allow: @@ -1056,13 +1071,12 @@ def test_modified_task_produces_different_metrics( ], ) def test_settings_affect_metrics( - self, admin_user, quality_reports, tasks, quality_settings, task_id, parameter + self, admin_user, quality_reports, quality_settings, task_id, parameter ): old_report = next(r for r in quality_reports if r["task_id"]) task_id = old_report["task_id"] - task = tasks[task_id] - settings = deepcopy(quality_settings[task["quality_settings"]]) + settings = deepcopy(next(s for s in quality_settings if s["task_id"] == task_id)) if isinstance(settings[parameter], bool): settings[parameter] = not settings[parameter] elif isinstance(settings[parameter], float): diff --git a/tests/python/shared/assets/quality_settings.json b/tests/python/shared/assets/quality_settings.json index d1579a6ae714..b543186d9f84 100644 --- a/tests/python/shared/assets/quality_settings.json +++ b/tests/python/shared/assets/quality_settings.json @@ -1,274 +1,279 @@ { - "1": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 1, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 2 - }, - "2": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 2, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 5 - }, - "3": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 3, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 6 - }, - "4": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 4, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 7 - }, - "5": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 5, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 8 - }, - "6": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 6, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 9 - }, - "7": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 7, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 11 - }, - "8": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 8, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 12 - }, - "9": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 9, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 13 - }, - "10": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 10, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 14 - }, - "11": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 11, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 15 - }, - "12": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 12, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 17 - }, - "13": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 13, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 18 - }, - "14": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 14, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 19 - }, - "15": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 15, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 20 - }, - "16": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 16, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 21 - }, - "17": { - "check_covered_annotations": true, - "compare_attributes": true, - "compare_groups": true, - "group_match_threshold": 0.5, - "id": 17, - "iou_threshold": 0.4, - "line_orientation_threshold": 0.1, - "line_thickness": 0.01, - "low_overlap_threshold": 0.8, - "object_visibility_threshold": 0.05, - "oks_sigma": 0.09, - "oriented_lines": true, - "panoptic_comparison": true, - "task": 22 - } + "count": 17, + "next": null, + "previous": null, + "results": [ + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 1, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 2 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 2, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 5 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 3, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 6 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 4, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 7 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 5, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 8 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 6, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 9 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 7, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 11 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 8, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 12 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 9, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 13 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 10, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 14 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 11, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 15 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 12, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 17 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 13, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 18 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 14, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 19 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 15, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 20 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 16, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 21 + }, + { + "check_covered_annotations": true, + "compare_attributes": true, + "compare_groups": true, + "group_match_threshold": 0.5, + "id": 17, + "iou_threshold": 0.4, + "line_orientation_threshold": 0.1, + "line_thickness": 0.01, + "low_overlap_threshold": 0.8, + "object_visibility_threshold": 0.05, + "oks_sigma": 0.09, + "oriented_lines": true, + "panoptic_comparison": true, + "task_id": 22 + } + ] } \ No newline at end of file diff --git a/tests/python/shared/assets/tasks.json b/tests/python/shared/assets/tasks.json index f9f466684fb1..926134a2d137 100644 --- a/tests/python/shared/assets/tasks.json +++ b/tests/python/shared/assets/tasks.json @@ -35,7 +35,6 @@ "username": "user2" }, "project_id": null, - "quality_settings": 17, "segment_size": 11, "size": 11, "source_storage": null, @@ -77,7 +76,6 @@ "username": "admin1" }, "project_id": null, - "quality_settings": 16, "segment_size": 6, "size": 10, "source_storage": { @@ -127,7 +125,6 @@ "username": "admin1" }, "project_id": 12, - "quality_settings": 15, "segment_size": 2, "size": 2, "source_storage": { @@ -177,7 +174,6 @@ "username": "admin1" }, "project_id": null, - "quality_settings": 14, "segment_size": 2, "size": 2, "source_storage": { @@ -227,7 +223,6 @@ "username": "admin1" }, "project_id": 11, - "quality_settings": 13, "segment_size": 2, "size": 2, "source_storage": { @@ -283,7 +278,6 @@ "username": "admin1" }, "project_id": null, - "quality_settings": 12, "segment_size": 5, "size": 5, "source_storage": null, @@ -325,7 +319,6 @@ "username": "admin1" }, "project_id": 8, - "quality_settings": 11, "segment_size": 25, "size": 25, "source_storage": { @@ -375,7 +368,6 @@ "username": "admin1" }, "project_id": 5, - "quality_settings": 10, "segment_size": 8, "size": 8, "source_storage": { @@ -431,7 +423,6 @@ "username": "admin1" }, "project_id": 4, - "quality_settings": 9, "segment_size": 5, "size": 5, "source_storage": null, @@ -468,7 +459,6 @@ "username": "admin1" }, "project_id": null, - "quality_settings": 8, "segment_size": 0, "source_storage": null, "status": "annotation", @@ -515,7 +505,6 @@ "username": "business1" }, "project_id": 2, - "quality_settings": 7, "segment_size": 11, "size": 11, "source_storage": { @@ -571,7 +560,6 @@ "username": "business1" }, "project_id": 1, - "quality_settings": 6, "segment_size": 5, "size": 20, "source_storage": null, @@ -619,7 +607,6 @@ "username": "user1" }, "project_id": null, - "quality_settings": 5, "segment_size": 14, "size": 14, "source_storage": null, @@ -667,7 +654,6 @@ "username": "business2" }, "project_id": null, - "quality_settings": 4, "segment_size": 11, "size": 11, "source_storage": null, @@ -709,7 +695,6 @@ "username": "user1" }, "project_id": null, - "quality_settings": 3, "segment_size": 1, "size": 1, "source_storage": null, @@ -757,7 +742,6 @@ "username": "user1" }, "project_id": null, - "quality_settings": 2, "segment_size": 25, "size": 25, "source_storage": null, @@ -805,7 +789,6 @@ "username": "user1" }, "project_id": null, - "quality_settings": 1, "segment_size": 23, "size": 23, "source_storage": null, diff --git a/tests/python/shared/fixtures/data.py b/tests/python/shared/fixtures/data.py index acc6f85c6f85..0694437d4363 100644 --- a/tests/python/shared/fixtures/data.py +++ b/tests/python/shared/fixtures/data.py @@ -127,7 +127,7 @@ def quality_conflicts(): @pytest.fixture(scope="session") def quality_settings(): with open(ASSETS_DIR / "quality_settings.json") as f: - return {int(k): v for k, v in json.load(f).items()} + return Container(json.load(f)["results"]) @pytest.fixture(scope="session") diff --git a/tests/python/shared/utils/dump_objects.py b/tests/python/shared/utils/dump_objects.py index 90fd827d0d22..ecab740f0ec1 100644 --- a/tests/python/shared/utils/dump_objects.py +++ b/tests/python/shared/utils/dump_objects.py @@ -9,7 +9,6 @@ if __name__ == "__main__": annotations = {} - quality_settings = {} for obj in [ "user", @@ -26,6 +25,7 @@ "label", "quality/report", "quality/conflict", + "quality/setting", ]: response = get_method("admin1", f"{obj}s", page_size="all") @@ -42,14 +42,5 @@ if response.status_code == HTTPStatus.OK: annotations[obj][oid] = response.json() - if obj == "task": - sid = _obj["quality_settings"] - response = get_method("admin1", f"quality/settings/{sid}") - if response.status_code == HTTPStatus.OK: - quality_settings[sid] = response.json() - with open(ASSETS_DIR / "annotations.json", "w") as f: json.dump(annotations, f, indent=2, sort_keys=True) - - with open(ASSETS_DIR / "quality_settings.json", "w") as f: - json.dump(quality_settings, f, indent=2, sort_keys=True) From 7434d48ff805de5b01e5d7a3ee6437887056de39 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 15:46:18 +0300 Subject: [PATCH 206/257] Fix CI --- tests/python/rest_api/test_quality_control.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 851f05d09601..4939a44aba4a 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -870,7 +870,7 @@ def _test_patch_settings_403(self, user: str, obj_id: int, data: Dict[str, Any], return response - def _get_request_data(self, data: Dict[str, Any]) -> tuple[Dict[str, Any], Dict[str, Any]]: + def _get_request_data(self, data: Dict[str, Any]) -> Tuple[Dict[str, Any], Dict[str, Any]]: patched_data = deepcopy(data) for field, value in data.items(): From 3de9f6b54bb140cdaeb18c3116e4ee0f03f5db9f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 19:44:57 +0300 Subject: [PATCH 207/257] Fix interpolation tests --- cvat/apps/dataset_manager/annotation.py | 21 ++++++++++++++---- .../dataset_manager/tests/test_annotation.py | 22 +++++++++++++------ 2 files changed, 32 insertions(+), 11 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 4779bf5e1949..231b21716a8d 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -554,10 +554,18 @@ def copy_shape(source, frame, points=None, rotation=None): copied["frame"] = frame if rotation is not None: copied["rotation"] = rotation + + if points is None: + points = copied["points"] + + if isinstance(points, np.ndarray): + points = points.tolist() + else: + points = points.copy() + if points is not None: copied["points"] = points - else: - copied["points"] = source["points"].copy() + return copied def find_angle_diff(right_angle, left_angle): @@ -868,7 +876,7 @@ def interpolate(shape0, shape1): def propagate(shape, end_frame, *, included_frames=None): return [ copy_shape(shape, i) - for i in range(shape["frame"], end_frame) + for i in range(shape["frame"] + 1, end_frame) if included_frames is None or i in included_frames ] @@ -926,7 +934,12 @@ def propagate(shape, end_frame, *, included_frames=None): # https://github.com/openvinotoolkit/cvat/issues/2827 if track["frame"] <= shape["frame"] < end_frame - if not shape["outside"] or include_outside + # Exclude outside shapes. + # Keyframes should be included regardless the outside value + # If really needed, they can be excluded on the later stages, + # but here they represent a finishing shape in a visible sequence + if shape["keyframe"] or not shape["outside"] or include_outside + if included_frames is None or shape["frame"] in included_frames ] diff --git a/cvat/apps/dataset_manager/tests/test_annotation.py b/cvat/apps/dataset_manager/tests/test_annotation.py index 644ea9d4cc32..6687f692a0d3 100644 --- a/cvat/apps/dataset_manager/tests/test_annotation.py +++ b/cvat/apps/dataset_manager/tests/test_annotation.py @@ -11,13 +11,21 @@ class TrackManagerTest(TestCase): def _check_interpolation(self, track): interpolated = TrackManager.get_interpolated_shapes(track, 0, 7, '2d') - self.assertEqual(len(interpolated), 6) - self.assertTrue(interpolated[0]["keyframe"]) - self.assertFalse(interpolated[1]["keyframe"]) - self.assertTrue(interpolated[2]["keyframe"]) - self.assertTrue(interpolated[3]["keyframe"]) - self.assertFalse(interpolated[4]["keyframe"]) - self.assertFalse(interpolated[5]["keyframe"]) + self.assertEqual( + [ + {"frame": 0, "keyframe": True, "outside": False}, + {"frame": 1, "keyframe": False, "outside": False}, + {"frame": 2, "keyframe": True, "outside": True}, + # frame = 3 should be skipped as it is outside and interpolated + {"frame": 4, "keyframe": True, "outside": False}, + {"frame": 5, "keyframe": False, "outside": False}, + {"frame": 6, "keyframe": False, "outside": False}, + ], + [ + {k: v for k, v in shape.items() if k in ["frame", "keyframe", "outside"]} + for shape in interpolated + ] + ) def test_point_interpolation(self): track = { From 66c64746e1c149492382bef83a47b39c4782edeb Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 20:47:07 +0300 Subject: [PATCH 208/257] Revert change for outside shapes --- cvat/apps/dataset_manager/bindings.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 19c35d1dc1e3..6e5c6ab76d60 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -433,6 +433,8 @@ def get_frame(idx): shape_data = '' if 'track_id' in shape: + if shape['outside']: + continue exported_shape = self._export_tracked_shape(shape) else: exported_shape = self._export_labeled_shape(shape) From ce82601ca345458cf8210d543f5b8c2f568dea00 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 30 May 2023 20:47:20 +0300 Subject: [PATCH 209/257] Fix track merging --- cvat/apps/dataset_manager/annotation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 231b21716a8d..7fdfad6425fe 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -525,7 +525,7 @@ def _calc_objects_similarity(obj0, obj1, start_frame, overlap, dimension): error += 1 count += 1 - return 1 - error / count + return 1 - error / (count or 1) else: return 0 From 88ed6d842090659fda95addb1a1440f71638e01d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 31 May 2023 11:36:55 +0300 Subject: [PATCH 210/257] Fix test requirements --- tests/python/requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/python/requirements.txt b/tests/python/requirements.txt index 89af8413f6be..9637eb536189 100644 --- a/tests/python/requirements.txt +++ b/tests/python/requirements.txt @@ -6,3 +6,4 @@ deepdiff==5.6.0 boto3==1.17.61 Pillow==9.3.0 pyyaml==6.0.0 +numpy==1.22.0 \ No newline at end of file From 0c5a6e543ae347999c43b37c4afdcde20a797960 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 1 Jun 2023 12:02:38 +0300 Subject: [PATCH 211/257] Update frame shape percent --- cvat-core/src/quality-report.ts | 2 +- cvat/apps/quality_control/quality_reports.py | 4 ++-- tests/python/rest_api/test_quality_control.py | 2 +- tests/python/shared/assets/cvat_db/data.json | 4 ++-- tests/python/shared/assets/quality_reports.json | 4 ++-- 5 files changed, 8 insertions(+), 8 deletions(-) diff --git a/cvat-core/src/quality-report.ts b/cvat-core/src/quality-report.ts index 5aeff0aa4f82..41d28eabfca5 100644 --- a/cvat-core/src/quality-report.ts +++ b/cvat-core/src/quality-report.ts @@ -111,7 +111,7 @@ export default class QualityReport { summary: { get: () => ({ frameCount: data.summary.frame_count, - frameSharePercent: data.summary.frame_share_percent * 100, + frameSharePercent: data.summary.frame_share_percent, conflictCount: data.summary.conflict_count, validCount: data.summary.valid_count, dsCount: data.summary.ds_count, diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index fb9175ac3fd5..0e63990d4594 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -1977,7 +1977,7 @@ def generate_report(self) -> ComparisonReport: parameters=self.settings, comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=( + frame_share_percent=100 * ( len(intersection_frames) / (len(self._ds_data_provider.job_data.rel_range) or 1) ), frames=intersection_frames, @@ -2362,7 +2362,7 @@ def _compute_task_report( parameters=next(iter(job_reports.values())).parameters, comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=len(task_intersection_frames) / (task.data.size or 1), + frame_share_percent=len(task_intersection_frames) / (task.data.size or 1) * 100, frames=sorted(task_intersection_frames), conflict_count=len(task_conflicts), diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 4939a44aba4a..ca2d3d09a63d 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -987,7 +987,7 @@ def test_report_summary(self, task_id, tasks, jobs, quality_reports): assert summary["valid_count"] < summary["ds_count"] assert summary["valid_count"] < summary["gt_count"] assert summary["frame_count"] == gt_job["frame_count"] - assert summary["frame_share_percent"] == summary["frame_count"] / task["size"] + assert summary["frame_share_percent"] == summary["frame_count"] / task["size"] * 100 def test_unmodified_task_produces_the_same_metrics(self, admin_user, quality_reports): old_report = next(r for r in quality_reports if r["task_id"]) diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index 04885a4561d1..d69114f44aa0 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -10255,7 +10255,7 @@ "created_date": "2023-05-26T16:25:36.613Z", "target_last_updated": "2023-05-26T16:17:02.635Z", "gt_last_updated": "2023-05-26T16:16:50.630Z", - "data": "{\n \"parameters\": {\n \"included_annotation_types\": [\n \"bbox\",\n \"points\",\n \"mask\",\n \"polygon\",\n \"polyline\",\n \"skeleton\"\n ],\n \"compare_attributes\": true,\n \"ignored_attributes\": [],\n \"iou_threshold\": 0.4,\n \"low_overlap_threshold\": 0.8,\n \"oks_sigma\": 0.09,\n \"line_thickness\": 0.01,\n \"oriented_lines\": true,\n \"line_orientation_threshold\": 0.1,\n \"compare_groups\": true,\n \"group_match_threshold\": 0.5,\n \"check_covered_annotations\": true,\n \"object_visibility_threshold\": 0.05,\n \"panoptic_comparison\": true\n },\n \"comparison_summary\": {\n \"frame_share_percent\": 0.2727272727272727,\n \"frames\": [\n 0,\n 1,\n 2\n ],\n \"conflict_count\": 37,\n \"warning_count\": 15,\n \"error_count\": 22,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 9,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n },\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 8,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.6774193548387096,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.5384615384615384,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.4883720930232558,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.6363636363636364\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"mean_iou\": 0.1773115335759765,\n \"accuracy\": 0.5581395348837209\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"frame_count\": 3,\n \"mean_conflict_count\": 12.333333333333334\n },\n \"frame_results\": {\n \"0\": {\n \"conflicts\": [\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 91,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 118,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 88,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 102,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 68,\n \"job_id\": 27,\n \"type\": \"polygon\"\n },\n {\n \"obj_id\": 98,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 92,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 107,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 121,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 122,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 70,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 76,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 93,\n \"job_id\": 27,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 74,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 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\"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"covered_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_attributes\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 82,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 103,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 81,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 104,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 83,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 105,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 87,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 106,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 80,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 111,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 77,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 114,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 2,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.84,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.6363636363636364,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.5675675675675675,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.7777777777777778\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"mean_iou\": 0.5319346007279295,\n \"accuracy\": 0.6486486486486487\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"conflict_count\": 31,\n \"warning_count\": 15,\n \"error_count\": 16,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 3,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n }\n },\n \"1\": {\n \"conflicts\": [\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 130,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 128,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 124,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 125,\n \"job_id\": 28,\n \"type\": \"ellipse\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 127,\n \"job_id\": 28,\n \"type\": \"mask\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 129,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"error\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 6,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"mean_iou\": 0.0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 6,\n \"warning_count\": 0,\n \"error_count\": 6,\n \"conflicts_by_type\": {\n \"missing_annotation\": 6\n }\n },\n \"2\": {\n \"conflicts\": [],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"mean_iou\": 0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 0,\n \"warning_count\": 0,\n \"error_count\": 0,\n \"conflicts_by_type\": {}\n }\n }\n}\n" } }, { diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index 21215934bcac..09095664d9a7 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -27,7 +27,7 @@ "ds_count": 34, "error_count": 22, "frame_count": 3, - "frame_share_percent": 0.2727272727272727, + "frame_share_percent": 27.27272727272727, "gt_count": 33, "valid_count": 21, "warning_count": 15 @@ -60,7 +60,7 @@ "ds_count": 34, "error_count": 22, "frame_count": 3, - "frame_share_percent": 0.2727272727272727, + "frame_share_percent": 27.27272727272727, "gt_count": 33, "valid_count": 21, "warning_count": 15 From 7151ddc13800218e24826aeb2fdc9ab7d8db14c5 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 1 Jun 2023 12:39:00 +0300 Subject: [PATCH 212/257] Add field descriptions in the quality settings api --- cvat/apps/quality_control/serializers.py | 44 ++++++++++++++++++++ cvat/schema.yml | 52 ++++++++++++++++++++++++ 2 files changed, 96 insertions(+) diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 9d65d7579d05..27cf68cc0c86 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -3,6 +3,7 @@ # SPDX-License-Identifier: MIT from rest_framework import serializers +import textwrap from cvat.apps.quality_control import models @@ -86,11 +87,54 @@ class Meta: 'compare_attributes', ) read_only_fields = ('id', 'task_id', ) + extra_kwargs = { k: {'required': False} for k in fields } + for field_name, help_text in { + 'iou_threshold': "Used for distinction between matched / unmatched shapes", + 'low_overlap_threshold': ( + "Used for distinction between strong / weak (low_overlap) matches" + ), + 'oks_sigma': """ + Like IoU threshold, but for points. + The percent of the bbox area, used as the radius of the circle around the GT point, + where the checked point is expected to be. + Read more: https://cocodataset.org/#keypoints-eval + """, + 'line_thickness': """ + Thickness of polylines, relatively to the (image area) ^ 0.5. + The distance to the boundary around the GT line, + inside of which the checked line points should be + """, + 'oriented_lines': "Indicates that polylines have direction", + 'line_orientation_threshold': """ + The minimal gain in the GT IoU between the given and reversed line directions + to consider the line inverted. Only useful with the 'oriented_lines' parameter + """, + 'compare_groups': "Enables or disables annotation group checks", + 'group_match_threshold': """ + Minimal IoU for groups to be considered matching, + used when the 'compare_groups' is enabled + """, + 'check_covered_annotations': ( + "Check for partially-covered annotations, useful in segmentation tasks" + ), + 'object_visibility_threshold': """ + Minimal visible area percent of the spatial annotations (polygons, masks) + for reporting covered annotations, + useful with the 'check_covered_annotations' option + """, + 'panoptic_comparison': ( + "Use only the visible part of the masks and polygons in comparisons" + ) + }.items(): + extra_kwargs.setdefault(field_name, {}).setdefault( + 'help_text', textwrap.dedent(help_text.lstrip('\n')) + ) + def validate(self, attrs): for k, v in attrs.items(): if k.endswith('_threshold') or k in ['oks_sigma', 'line_thickness']: diff --git a/cvat/schema.yml b/cvat/schema.yml index 8a89a72a0efb..6e51897e18e5 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7719,32 +7719,58 @@ components: iou_threshold: type: number format: double + description: Used for distinction between matched / unmatched shapes oks_sigma: type: number format: double + description: | + Like IoU threshold, but for points. + The percent of the bbox area, used as the radius of the circle around the GT point, + where the checked point is expected to be. + Read more: https://cocodataset.org/#keypoints-eval line_thickness: type: number format: double + description: | + Thickness of polylines, relatively to the (image area) ^ 0.5. + The distance to the boundary around the GT line, + inside of which the checked line points should be low_overlap_threshold: type: number format: double + description: Used for distinction between strong / weak (low_overlap) matches oriented_lines: type: boolean + description: Indicates that polylines have direction line_orientation_threshold: type: number format: double + description: | + The minimal gain in the GT IoU between the given and reversed line directions + to consider the line inverted. Only useful with the 'oriented_lines' parameter compare_groups: type: boolean + description: Enables or disables annotation group checks group_match_threshold: type: number format: double + description: | + Minimal IoU for groups to be considered matching, + used when the 'compare_groups' is enabled check_covered_annotations: type: boolean + description: Check for partially-covered annotations, useful in segmentation + tasks object_visibility_threshold: type: number format: double + description: | + Minimal visible area percent of the spatial annotations (polygons, masks) + for reporting covered annotations, + useful with the 'check_covered_annotations' option panoptic_comparison: type: boolean + description: Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean PatchedTaskWriteRequest: @@ -8102,32 +8128,58 @@ components: iou_threshold: type: number format: double + description: Used for distinction between matched / unmatched shapes oks_sigma: type: number format: double + description: | + Like IoU threshold, but for points. + The percent of the bbox area, used as the radius of the circle around the GT point, + where the checked point is expected to be. + Read more: https://cocodataset.org/#keypoints-eval line_thickness: type: number format: double + description: | + Thickness of polylines, relatively to the (image area) ^ 0.5. + The distance to the boundary around the GT line, + inside of which the checked line points should be low_overlap_threshold: type: number format: double + description: Used for distinction between strong / weak (low_overlap) matches oriented_lines: type: boolean + description: Indicates that polylines have direction line_orientation_threshold: type: number format: double + description: | + The minimal gain in the GT IoU between the given and reversed line directions + to consider the line inverted. Only useful with the 'oriented_lines' parameter compare_groups: type: boolean + description: Enables or disables annotation group checks group_match_threshold: type: number format: double + description: | + Minimal IoU for groups to be considered matching, + used when the 'compare_groups' is enabled check_covered_annotations: type: boolean + description: Check for partially-covered annotations, useful in segmentation + tasks object_visibility_threshold: type: number format: double + description: | + Minimal visible area percent of the spatial annotations (polygons, masks) + for reporting covered annotations, + useful with the 'check_covered_annotations' option panoptic_comparison: type: boolean + description: Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean RegisterSerializerEx: From 14875d292d3e28ba00d81692762f9725a0f1bf0a Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 1 Jun 2023 15:15:42 +0300 Subject: [PATCH 213/257] Update wrt iam changes --- cvat/apps/quality_control/models.py | 4 +- cvat/apps/quality_control/views.py | 53 +- cvat/schema.yml | 30 ++ tests/python/rest_api/test_quality_control.py | 46 +- .../shared/assets/quality_conflicts.json | 486 +++++++++--------- 5 files changed, 345 insertions(+), 274 deletions(-) diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 600b7135ff05..297565c65614 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -126,7 +126,7 @@ def clean(self): @property def organization_id(self): if task := self.get_task(): - return getattr(task.organization, 'id') + return getattr(task.organization, 'id', None) return None @@ -221,5 +221,5 @@ def to_dict(self): @property def organization_id(self): if task := self.task: - return getattr(task.organization, 'id') + return getattr(task.organization, 'id', None) return None diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index cf9eaa35a4d0..6d5cb67e5c0f 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -29,7 +29,9 @@ QualityReportSerializer, QualityReportCreateSerializer ) -from cvat.apps.iam.permissions import AnnotationConflictPermission, QualityReportPermission, QualitySettingPermission +from cvat.apps.iam.permissions import ( + AnnotationConflictPermission, QualityReportPermission, QualitySettingPermission +) @extend_schema(tags=["quality"]) @@ -37,9 +39,6 @@ list=extend_schema( summary='Method returns a paginated list of annotation conflicts', parameters=[ - # TODO: add support for this - # *ORGANIZATION_OPEN_API_PARAMETERS, - # These filters are implemented differently from others OpenApiParameter('report_id', type=OpenApiTypes.INT, description='A simple equality filter for report id'), @@ -49,12 +48,23 @@ }), ) class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): - queryset = AnnotationConflict.objects.prefetch_related('report', 'annotation_ids').all() + queryset = AnnotationConflict.objects.select_related( + 'report', + 'report__parent', + 'report__job', + 'report__job__segment', + 'report__job__segment__task', + 'report__job__segment__task__organization', + 'report__task', + 'report__task__organization', + ).prefetch_related( + 'annotation_ids', + ).all() - # NOTE: This filter works incorrectly for this view - # it requires task__organization OR project__organization check. - # Thus, we rely on permission-based filtering - iam_organization_field = None + iam_organization_field = [ + 'report__job__segment__task__organization', + 'report__task__organization', + ] search_fields = [] filter_fields = list(search_fields) + [ @@ -66,7 +76,7 @@ class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): 'task_id': 'report__job__segment__task__id' # task reports do not contain own conflicts } ordering_fields = list(filter_fields) - ordering = 'id' + ordering = '-id' serializer_class = AnnotationConflictSerializer def get_queryset(self): @@ -76,19 +86,21 @@ def get_queryset(self): self.check_permissions(self.request) if report_id := self.request.query_params.get('report_id', None): + # NOTE: This filter is too complex to be implemented by other means, + # it has a dependency on the report type try: - report = QualityReport.objects.prefetch_related('parent').get(id=report_id) + report = QualityReport.objects.get(id=report_id) except QualityReport.DoesNotExist as ex: raise NotFound(f"Report {report_id} does not exist") from ex self.check_object_permissions(self.request, report) if report.target == QualityReportTarget.TASK: - queryset = self.queryset.filter( + queryset = queryset.filter( Q(report=report) | Q(report__parent=report) ).distinct() elif report.target == QualityReportTarget.JOB: - queryset = self.queryset.filter(report=report) + queryset = queryset.filter(report=report) else: assert False else: @@ -109,9 +121,6 @@ def get_queryset(self): list=extend_schema( summary='Method returns a paginated list of quality reports', parameters=[ - # TODO: add support for this - # *ORGANIZATION_OPEN_API_PARAMETERS, - # These filters are implemented differently from others OpenApiParameter('task_id', type=OpenApiTypes.INT, description='A simple equality filter for task id'), @@ -129,14 +138,12 @@ class QualityReportViewSet(viewsets.GenericViewSet, 'job', 'job__segment', 'job__segment__task', + 'job__segment__task__organization', 'task', - 'task__project', + 'task__organization', ).all() - # NOTE: This filter works incorrectly for this view - # it requires task__organization OR project__organization check. - # Thus, we rely on permission-based filtering - iam_organization_field = None + iam_organization_field = ['job__segment__task__organization', 'task__organization'] search_fields = [] filter_fields = list(search_fields) + [ @@ -292,10 +299,6 @@ def data(self, request, pk): @extend_schema_view( list=extend_schema( summary='Method returns a paginated list of quality settings', - parameters=[ - # TODO: add support for this - # *ORGANIZATION_OPEN_API_PARAMETERS, - ], responses={ '200': QualitySettingsSerializer(many=True), }), diff --git a/cvat/schema.yml b/cvat/schema.yml index 20174a51f3b4..71730030a0d3 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3364,6 +3364,11 @@ paths: operationId: quality_list_conflicts summary: Method returns a paginated list of annotation conflicts parameters: + - name: X-Organization + in: header + description: Organization unique slug + schema: + type: string - name: filter required: false in: query @@ -3389,6 +3394,16 @@ paths: description: A simple equality filter for the job_id field schema: type: integer + - name: org + in: query + description: Organization unique slug + schema: + type: string + - name: org_id + in: query + description: Organization identifier + schema: + type: integer - name: page required: false in: query @@ -3458,6 +3473,11 @@ paths: operationId: quality_list_reports summary: Method returns a paginated list of quality reports parameters: + - name: X-Organization + in: header + description: Organization unique slug + schema: + type: string - name: filter required: false in: query @@ -3470,6 +3490,16 @@ paths: description: A simple equality filter for the job_id field schema: type: integer + - name: org + in: query + description: Organization unique slug + schema: + type: string + - name: org_id + in: query + description: Organization identifier + schema: + type: integer - name: page required: false in: query diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index ca2d3d09a63d..23b88c17169a 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -428,10 +428,11 @@ def test_can_create_report(self, admin_user, jobs): class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) - def setup(self, restore_db_per_class, admin_user, quality_reports, jobs): + def setup(self, restore_db_per_class, admin_user, quality_reports, jobs, tasks): self.user = admin_user self.samples = quality_reports self.job_samples = jobs + self.task_samples = tasks def _get_endpoint(self, api_client: ApiClient) -> Endpoint: return api_client.quality_api.list_reports_endpoint @@ -447,12 +448,28 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: if self._get_field(r, self._map_field("job_id")) in task_job_ids ] return task_id, task_reports + elif field == "org_id": + org_id = self.task_samples[ + next( + s + for s in self.samples + if s["task_id"] and self.task_samples[s["task_id"]]["organization"] + )["task_id"] + ]["organization"] + return org_id, [ + s + for s in self.samples + if s["job_id"] + and self.job_samples[s["job_id"]]["organization"] == org_id + or s["task_id"] + and self.task_samples[s["task_id"]]["organization"] == org_id + ] else: return super()._get_field_samples(field) @pytest.mark.parametrize( "field", - ("task_id", "job_id", "parent_id", "target"), + ("task_id", "job_id", "parent_id", "target", "org_id"), ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) @@ -578,10 +595,14 @@ def test_user_list_conflicts_in_org_task( class TestSimpleQualityConflictsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) - def setup(self, restore_db_per_class, admin_user, quality_conflicts, quality_reports): + def setup( + self, restore_db_per_class, admin_user, quality_conflicts, quality_reports, jobs, tasks + ): self.user = admin_user self.samples = quality_conflicts self.report_samples = quality_reports + self.task_samples = tasks + self.job_samples = jobs def _get_endpoint(self, api_client: ApiClient) -> Endpoint: return api_client.quality_api.list_conflicts_endpoint @@ -609,12 +630,29 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: if self._get_field(c, self._map_field("report_id")) in task_reports ] return task_report["task_id"], task_conflicts + elif field == "org_id": + org_id = self.task_samples[ + next( + s + for s in self.report_samples + if s["task_id"] and self.task_samples[s["task_id"]]["organization"] + )["task_id"] + ]["organization"] + report_ids = set( + s["id"] + for s in self.report_samples + if s["job_id"] + and self.job_samples[s["job_id"]]["organization"] == org_id + or s["task_id"] + and self.task_samples[s["task_id"]]["organization"] == org_id + ) + return org_id, [c for c in self.samples if c["report_id"] in report_ids] else: return super()._get_field_samples(field) @pytest.mark.parametrize( "field", - ("report_id", "importance", "type", "frame", "job_id", "task_id"), + ("report_id", "importance", "type", "frame", "job_id", "task_id", "org_id"), ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json index 3f4bd5fbe82d..c116140f511f 100644 --- a/tests/python/shared/assets/quality_conflicts.json +++ b/tests/python/shared/assets/quality_conflicts.json @@ -3,214 +3,323 @@ "next": null, "previous": null, "results": [ + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 129, + "type": "polyline" + } + ], + "frame": 1, + "id": 37, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 127, + "type": "mask" + } + ], + "frame": 1, + "id": 36, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 125, + "type": "ellipse" + } + ], + "frame": 1, + "id": 35, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 124, + "type": "polygon" + } + ], + "frame": 1, + "id": 34, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 128, + "type": "points" + } + ], + "frame": 1, + "id": 33, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, + { + "annotation_ids": [ + { + "job_id": 28, + "obj_id": 130, + "type": "rectangle" + } + ], + "frame": 1, + "id": 32, + "importance": "error", + "report_id": 2, + "type": "missing_annotation" + }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 65, + "obj_id": 77, "type": "rectangle" }, { "job_id": 28, - "obj_id": 101, + "obj_id": 114, "type": "rectangle" } ], "frame": 0, - "id": 1, + "id": 31, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 91, + "obj_id": 80, "type": "rectangle" }, { "job_id": 28, - "obj_id": 118, + "obj_id": 111, "type": "rectangle" } ], "frame": 0, - "id": 2, + "id": 30, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 88, - "type": "points" + "obj_id": 87, + "type": "rectangle" }, { "job_id": 28, - "obj_id": 102, - "type": "points" + "obj_id": 106, + "type": "rectangle" } ], "frame": 0, - "id": 3, + "id": 29, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 68, - "type": "polygon" + "obj_id": 83, + "type": "rectangle" }, { "job_id": 28, - "obj_id": 98, - "type": "polygon" + "obj_id": 105, + "type": "rectangle" } ], "frame": 0, - "id": 4, + "id": 28, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 67, - "type": "polyline" + "obj_id": 81, + "type": "rectangle" }, { "job_id": 28, - "obj_id": 99, - "type": "polyline" + "obj_id": 104, + "type": "rectangle" } ], "frame": 0, - "id": 5, + "id": 27, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 92, - "type": "points" + "obj_id": 82, + "type": "rectangle" }, { "job_id": 28, - "obj_id": 119, - "type": "points" + "obj_id": 103, + "type": "rectangle" } ], "frame": 0, - "id": 6, + "id": 26, "importance": "warning", "report_id": 2, - "type": "low_overlap" + "type": "mismatching_groups" }, { "annotation_ids": [ + { + "job_id": 27, + "obj_id": 65, + "type": "rectangle" + }, { "job_id": 28, - "obj_id": 107, + "obj_id": 101, "type": "rectangle" } ], "frame": 0, - "id": 7, - "importance": "error", + "id": 25, + "importance": "warning", "report_id": 2, - "type": "missing_annotation" + "type": "mismatching_attributes" }, { "annotation_ids": [ { - "job_id": 28, - "obj_id": 121, - "type": "points" + "job_id": 27, + "obj_id": 69, + "type": "mask" } ], "frame": 0, - "id": 8, - "importance": "error", + "id": 24, + "importance": "warning", "report_id": 2, - "type": "missing_annotation" + "type": "covered_annotation" }, { "annotation_ids": [ + { + "job_id": 27, + "obj_id": 67, + "type": "polyline" + }, { "job_id": 28, - "obj_id": 122, - "type": "points" + "obj_id": 99, + "type": "polyline" } ], "frame": 0, - "id": 9, - "importance": "error", + "id": 23, + "importance": "warning", "report_id": 2, - "type": "missing_annotation" + "type": "mismatching_direction" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 70, - "type": "rectangle" + "obj_id": 69, + "type": "mask" + }, + { + "job_id": 28, + "obj_id": 97, + "type": "polygon" } ], "frame": 0, - "id": 10, + "id": 22, "importance": "error", "report_id": 2, - "type": "extra_annotation" + "type": "mismatching_label" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 76, - "type": "rectangle" + "obj_id": 92, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 119, + "type": "points" } ], "frame": 0, - "id": 11, + "id": 21, "importance": "error", "report_id": 2, - "type": "extra_annotation" + "type": "mismatching_label" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 93, + "obj_id": 89, + "type": "points" + }, + { + "job_id": 28, + "obj_id": 123, "type": "points" } ], "frame": 0, - "id": 12, + "id": 20, "importance": "error", "report_id": 2, - "type": "extra_annotation" + "type": "mismatching_label" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 74, - "type": "polygon" + "obj_id": 94, + "type": "polyline" } ], "frame": 0, - "id": 13, + "id": 19, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -219,12 +328,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 95, - "type": "polygon" + "obj_id": 66, + "type": "polyline" } ], "frame": 0, - "id": 14, + "id": 18, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -233,12 +342,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 73, - "type": "polygon" + "obj_id": 64, + "type": "polyline" } ], "frame": 0, - "id": 15, + "id": 17, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -261,12 +370,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 64, - "type": "polyline" + "obj_id": 73, + "type": "polygon" } ], "frame": 0, - "id": 17, + "id": 15, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -275,12 +384,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 66, - "type": "polyline" + "obj_id": 95, + "type": "polygon" } ], "frame": 0, - "id": 18, + "id": 14, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -289,12 +398,12 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 94, - "type": "polyline" + "obj_id": 74, + "type": "polygon" } ], "frame": 0, - "id": 19, + "id": 13, "importance": "error", "report_id": 2, "type": "extra_annotation" @@ -303,308 +412,199 @@ "annotation_ids": [ { "job_id": 27, - "obj_id": 89, - "type": "points" - }, - { - "job_id": 28, - "obj_id": 123, + "obj_id": 93, "type": "points" } ], "frame": 0, - "id": 20, + "id": 12, "importance": "error", "report_id": 2, - "type": "mismatching_label" + "type": "extra_annotation" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 92, - "type": "points" - }, - { - "job_id": 28, - "obj_id": 119, - "type": "points" + "obj_id": 76, + "type": "rectangle" } ], "frame": 0, - "id": 21, + "id": 11, "importance": "error", "report_id": 2, - "type": "mismatching_label" + "type": "extra_annotation" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 69, - "type": "mask" - }, - { - "job_id": 28, - "obj_id": 97, - "type": "polygon" + "obj_id": 70, + "type": "rectangle" } ], "frame": 0, - "id": 22, + "id": 10, "importance": "error", "report_id": 2, - "type": "mismatching_label" + "type": "extra_annotation" }, { "annotation_ids": [ - { - "job_id": 27, - "obj_id": 67, - "type": "polyline" - }, { "job_id": 28, - "obj_id": 99, - "type": "polyline" + "obj_id": 122, + "type": "points" } ], "frame": 0, - "id": 23, - "importance": "warning", + "id": 9, + "importance": "error", "report_id": 2, - "type": "mismatching_direction" + "type": "missing_annotation" }, { "annotation_ids": [ { - "job_id": 27, - "obj_id": 69, - "type": "mask" + "job_id": 28, + "obj_id": 121, + "type": "points" } ], "frame": 0, - "id": 24, - "importance": "warning", + "id": 8, + "importance": "error", "report_id": 2, - "type": "covered_annotation" + "type": "missing_annotation" }, { "annotation_ids": [ - { - "job_id": 27, - "obj_id": 65, - "type": "rectangle" - }, { "job_id": 28, - "obj_id": 101, + "obj_id": 107, "type": "rectangle" } ], "frame": 0, - "id": 25, - "importance": "warning", + "id": 7, + "importance": "error", "report_id": 2, - "type": "mismatching_attributes" + "type": "missing_annotation" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 82, - "type": "rectangle" + "obj_id": 92, + "type": "points" }, { "job_id": 28, - "obj_id": 103, - "type": "rectangle" + "obj_id": 119, + "type": "points" } ], "frame": 0, - "id": 26, + "id": 6, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" + "type": "low_overlap" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 81, - "type": "rectangle" + "obj_id": 67, + "type": "polyline" }, { "job_id": 28, - "obj_id": 104, - "type": "rectangle" + "obj_id": 99, + "type": "polyline" } ], "frame": 0, - "id": 27, + "id": 5, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" + "type": "low_overlap" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 83, - "type": "rectangle" + "obj_id": 68, + "type": "polygon" }, { "job_id": 28, - "obj_id": 105, - "type": "rectangle" + "obj_id": 98, + "type": "polygon" } ], "frame": 0, - "id": 28, + "id": 4, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" + "type": "low_overlap" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 87, - "type": "rectangle" + "obj_id": 88, + "type": "points" }, { "job_id": 28, - "obj_id": 106, - "type": "rectangle" + "obj_id": 102, + "type": "points" } ], "frame": 0, - "id": 29, + "id": 3, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" + "type": "low_overlap" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 80, + "obj_id": 91, "type": "rectangle" }, { "job_id": 28, - "obj_id": 111, + "obj_id": 118, "type": "rectangle" } ], "frame": 0, - "id": 30, + "id": 2, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" + "type": "low_overlap" }, { "annotation_ids": [ { "job_id": 27, - "obj_id": 77, + "obj_id": 65, "type": "rectangle" }, { "job_id": 28, - "obj_id": 114, + "obj_id": 101, "type": "rectangle" } ], "frame": 0, - "id": 31, + "id": 1, "importance": "warning", "report_id": 2, - "type": "mismatching_groups" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 130, - "type": "rectangle" - } - ], - "frame": 1, - "id": 32, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 128, - "type": "points" - } - ], - "frame": 1, - "id": 33, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 124, - "type": "polygon" - } - ], - "frame": 1, - "id": 34, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 125, - "type": "ellipse" - } - ], - "frame": 1, - "id": 35, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 127, - "type": "mask" - } - ], - "frame": 1, - "id": 36, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" - }, - { - "annotation_ids": [ - { - "job_id": 28, - "obj_id": 129, - "type": "polyline" - } - ], - "frame": 1, - "id": 37, - "importance": "error", - "report_id": 2, - "type": "missing_annotation" + "type": "low_overlap" } ] } \ No newline at end of file From 0a291a55cd55b37ea8fd4c5f28183b81d29ddf0b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 1 Jun 2023 17:21:00 +0300 Subject: [PATCH 214/257] Implement asgi server debugging --- cvat/asgi.py | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/cvat/asgi.py b/cvat/asgi.py index 715f9cf6ac71..dda3ac5ac4ec 100644 --- a/cvat/asgi.py +++ b/cvat/asgi.py @@ -14,8 +14,28 @@ import os from django.core.asgi import get_asgi_application +from django.core.handlers.asgi import ASGIHandler + +import cvat.utils.remote_debugger as debug os.environ.setdefault("DJANGO_SETTINGS_MODULE", "cvat.settings.{}" \ .format(os.environ.get("DJANGO_CONFIGURATION", "development"))) application = get_asgi_application() + + +if debug.is_debugging_enabled(): + class DebuggerApp(ASGIHandler): + """ + Support for VS code debugger + """ + + def __init__(self) -> None: + super().__init__() + self.__debugger = debug.RemoteDebugger() + + async def handle(self, *args, **kwargs): + 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zLa`!rm=p8mI;fmenaccfCu53ro^9qQI47BeIuipE3RVe%uuh_{VaQMAs_R9e?^2p7Sf3?Lp&ZG#Xck6RCRAEB{34w&cJ?dAP^P;&ETAWGoCPaJ1TGje_ ztiEzCN*@7cg~{~Q9=*4l*~`_aMW~^*nhH-p0=}6~w=?bp#7mU>_LKDo&{$X)V0}gj zgCixABP^+u#uF21mWhFxrKp-rjYA^_3>YwA8V(VLQ@WnzajE8~e?bmEcP9vty!FxyWSY1?`3 zjv7#p9D(X*-W}}slXEwz_gtB;3RjUdji1%}l30oy5e*#P^e+G^ZMVMN)?AwVGqXA1-Z%Whq`cuSG2{e4C1RlNCma zd*sTF#&dJ_>Z<9*BU8zp5_Pjyd`XD%V_?~ObjeqDJn5cmUtW1r^5>?Fgzw=>*{fMP ziIm(`Rmz(wuQBbWhul2G+VeBMngWrlJgJkWd@1_opKUw|%S|VPQMykKddaq$3`{4q zDy00=DYct@~ From 3520d948cd59406b12182a3750b20b5a93ed8109 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 1 Jun 2023 19:56:03 +0300 Subject: [PATCH 216/257] Fix frame range in job meta and ui handling --- cvat-core/src/frames.ts | 11 +++++------ cvat/apps/dataset_manager/bindings.py | 3 ++- cvat/apps/engine/models.py | 11 +++++++++-- cvat/apps/engine/views.py | 7 ++----- 4 files changed, 18 insertions(+), 14 deletions(-) diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index cd67e55ac3c0..0efd8705cfaa 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -317,20 +317,19 @@ FrameData.prototype.data.implementation = async function (onServerRequest) { function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { const { meta, mode, startFrame } = frameDataCache[jobID]; - let size = null; + let frame_meta = null; if (mode === 'interpolation') { - [size] = meta.frames; + [frame_meta] = meta.frames; } else if (mode === 'annotation') { - if (frame >= meta.size) { + if (frame > meta.stop_frame) { throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); - } else { - size = meta.frames[frame - startFrame]; } + frame_meta = meta.frames[frame - startFrame]; } else { throw new DataError(`Invalid mode is specified ${mode}`); } - return size; + return frame_meta; } class FrameBuffer { diff --git a/cvat/apps/dataset_manager/bindings.py b/cvat/apps/dataset_manager/bindings.py index 6e5c6ab76d60..9048bbdbba88 100644 --- a/cvat/apps/dataset_manager/bindings.py +++ b/cvat/apps/dataset_manager/bindings.py @@ -693,9 +693,10 @@ def _init_frame_info(self): super()._init_frame_info() if self.db_instance.segment.type == SegmentType.SPECIFIC_FRAMES: + frame_set = self.db_instance.segment.frame_set self._excluded_frames.update( frame for frame in self.rel_range - if self.abs_frame_id(frame) not in self.db_instance.segment.frame_set + if self.abs_frame_id(frame) not in frame_set ) if self._required_frames: diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index cefabc477f02..5e81d6c08932 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -520,8 +520,15 @@ def frame_count(self) -> int: @property def frame_set(self) -> Sequence[int]: - step = self.task.data.get_frame_step() - frame_range = range(self.start_frame, self.stop_frame + 1, step) + data = self.task.data + data_start_frame = data.start_frame + data_stop_frame = data.stop_frame + step = data.get_frame_step() + frame_range = range( + data_start_frame + self.start_frame * step, + min(data_start_frame + self.stop_frame * step, data_stop_frame) + step, + step + ) if self.type == SegmentType.RANGE: return frame_range diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index b079dfeedfd3..88d1b50db232 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1676,10 +1676,7 @@ def metadata(self, request, pk): frame_step = db_data.get_frame_step() data_start_frame = db_data.start_frame + start_frame * frame_step data_stop_frame = db_data.start_frame + stop_frame * frame_step - frame_set = set( - db_data.start_frame + rel_id * frame_step - for rel_id in db_job.segment.frame_set - ) + frame_set = db_job.segment.frame_set if request.method == 'PATCH': serializer = DataMetaWriteSerializer(instance=db_data, data=request.data) @@ -1719,7 +1716,7 @@ def metadata(self, request, pk): ) db_data.start_frame = data_start_frame db_data.stop_frame = data_stop_frame - db_data.size = db_job.segment.frame_count + db_data.size = len(frame_set) db_data.included_frames = db_job.segment.frames or None frame_meta = [{ From 97871ae46815cdd6cea39b5907e55dba98eb5321 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 11:26:48 +0300 Subject: [PATCH 217/257] Add helm config for quality reports worker --- .../worker_quality_reports/deployment.yml | 116 ++++++++++++++++++ helm-chart/values.yaml | 10 ++ 2 files changed, 126 insertions(+) create mode 100644 helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml diff --git a/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml b/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml new file mode 100644 index 000000000000..ea879ccd98d1 --- /dev/null +++ b/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml @@ -0,0 +1,116 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: {{ .Release.Name }}-backend-worker-quality-reports + namespace: {{ .Release.Namespace }} + labels: + app: cvat-app + tier: backend + component: worker-quality-reports + {{- include "cvat.labels" . | nindent 4 }} + {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- toYaml . | nindent 4 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +spec: + replicas: {{ .Values.cvat.backend.worker.quality-reports.replicas }} + strategy: + type: Recreate + selector: + matchLabels: + {{- include "cvat.labels" . | nindent 6 }} + {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- toYaml . | nindent 6 }} + {{- end }} + app: cvat-app-worker-quality-reports + tier: backend + component: worker-quality-reports + template: + metadata: + labels: + app: cvat-app-worker-quality-reports + tier: backend + component: worker-quality-reports + {{- include "cvat.labels" . | nindent 8 }} + {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.annotations }} + annotations: + {{- toYaml . | nindent 8 }} + {{- end }} + spec: + containers: + - name: cvat-app-backend-worker-quality-reports-container + image: {{ .Values.cvat.backend.image }}:{{ .Values.cvat.backend.tag }} + imagePullPolicy: {{ .Values.cvat.backend.imagePullPolicy }} + {{- with .Values.cvat.backend.worker.quality-reports.resources }} + resources: + {{- toYaml . | nindent 12 }} + {{- end }} + args: ["-c", "supervisord/worker.quality-reports.conf"] + env: + {{- if .Values.redis.enabled }} + - name: CVAT_REDIS_HOST + value: "{{ .Release.Name }}-redis-master" + {{- else }} + - name: CVAT_REDIS_HOST + value: "{{ .Values.redis.external.host }}" + {{- end }} + - name: CVAT_REDIS_PASSWORD + valueFrom: + secretKeyRef: + name: "{{ tpl (.Values.redis.secret.name) . }}" + key: redis-password + {{- if .Values.postgresql.enabled }} + - name: CVAT_POSTGRES_HOST + value: "{{ .Release.Name }}-postgresql" + - name: CVAT_POSTGRES_PORT + value: "{{ .Values.postgresql.service.ports.postgresql }}" + {{- else }} + - name: CVAT_POSTGRES_HOST + value: "{{ .Values.postgresql.external.host }}" + - name: CVAT_POSTGRES_PORT + value: "{{ .Values.postgresql.external.port }}" + {{- end }} + - name: CVAT_POSTGRES_USER + valueFrom: + secretKeyRef: + name: "{{ tpl (.Values.postgresql.secret.name) . }}" + key: username + - name: CVAT_POSTGRES_DBNAME + valueFrom: + secretKeyRef: + name: "{{ tpl (.Values.postgresql.secret.name) . }}" + key: database + - name: CVAT_POSTGRES_PASSWORD + valueFrom: + secretKeyRef: + name: "{{ tpl (.Values.postgresql.secret.name) . }}" + key: password + {{- with .Values.cvat.backend.worker.quality-reports.additionalEnv }} + {{- toYaml . | nindent 10 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.additionalVolumeMounts }} + volumeMounts: + {{- toYaml . | nindent 10 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.affinity }} + affinity: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.tolerations }} + tolerations: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.cvat.backend.worker.quality-reports.additionalVolumes }} + volumes: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 8 }} + {{- end }} diff --git a/helm-chart/values.yaml b/helm-chart/values.yaml index ba8337013980..ba69e4964d25 100644 --- a/helm-chart/values.yaml +++ b/helm-chart/values.yaml @@ -63,6 +63,16 @@ cvat: additionalEnv: [] additionalVolumes: [] additionalVolumeMounts: [] + quality_reports: + replicas: 1 + labels: {} + annotations: {} + resources: {} + affinity: {} + tolerations: [] + additionalEnv: [] + additionalVolumes: [] + additionalVolumeMounts: [] utils: replicas: 1 labels: {} From 620ea2ea7519845a267a508426f599d420db8409 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 12:16:33 +0300 Subject: [PATCH 218/257] fix name --- .../worker_quality_reports/deployment.yml | 40 +++++++++---------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml b/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml index ea879ccd98d1..b2c1097f51bc 100644 --- a/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml +++ b/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml @@ -1,57 +1,57 @@ apiVersion: apps/v1 kind: Deployment metadata: - name: {{ .Release.Name }}-backend-worker-quality-reports + name: {{ .Release.Name }}-backend-worker-quality_reports namespace: {{ .Release.Namespace }} labels: app: cvat-app tier: backend - component: worker-quality-reports + component: worker-quality_reports {{- include "cvat.labels" . | nindent 4 }} - {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- with .Values.cvat.backend.worker.quality_reports.labels }} {{- toYaml . | nindent 4 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.annotations }} + {{- with .Values.cvat.backend.worker.quality_reports.annotations }} annotations: {{- toYaml . | nindent 4 }} {{- end }} spec: - replicas: {{ .Values.cvat.backend.worker.quality-reports.replicas }} + replicas: {{ .Values.cvat.backend.worker.quality_reports.replicas }} strategy: type: Recreate selector: matchLabels: {{- include "cvat.labels" . | nindent 6 }} - {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- with .Values.cvat.backend.worker.quality_reports.labels }} {{- toYaml . | nindent 6 }} {{- end }} - app: cvat-app-worker-quality-reports + app: cvat-app-worker-quality_reports tier: backend - component: worker-quality-reports + component: worker-quality_reports template: metadata: labels: - app: cvat-app-worker-quality-reports + app: cvat-app-worker-quality_reports tier: backend - component: worker-quality-reports + component: worker-quality_reports {{- include "cvat.labels" . | nindent 8 }} - {{- with .Values.cvat.backend.worker.quality-reports.labels }} + {{- with .Values.cvat.backend.worker.quality_reports.labels }} {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.annotations }} + {{- with .Values.cvat.backend.worker.quality_reports.annotations }} annotations: {{- toYaml . | nindent 8 }} {{- end }} spec: containers: - - name: cvat-app-backend-worker-quality-reports-container + - name: cvat-app-backend-worker-quality_reports-container image: {{ .Values.cvat.backend.image }}:{{ .Values.cvat.backend.tag }} imagePullPolicy: {{ .Values.cvat.backend.imagePullPolicy }} - {{- with .Values.cvat.backend.worker.quality-reports.resources }} + {{- with .Values.cvat.backend.worker.quality_reports.resources }} resources: {{- toYaml . | nindent 12 }} {{- end }} - args: ["-c", "supervisord/worker.quality-reports.conf"] + args: ["-c", "supervisord/worker.quality_reports.conf"] env: {{- if .Values.redis.enabled }} - name: CVAT_REDIS_HOST @@ -91,22 +91,22 @@ spec: secretKeyRef: name: "{{ tpl (.Values.postgresql.secret.name) . }}" key: password - {{- with .Values.cvat.backend.worker.quality-reports.additionalEnv }} + {{- with .Values.cvat.backend.worker.quality_reports.additionalEnv }} {{- toYaml . | nindent 10 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.additionalVolumeMounts }} + {{- with .Values.cvat.backend.worker.quality_reports.additionalVolumeMounts }} volumeMounts: {{- toYaml . | nindent 10 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.affinity }} + {{- with .Values.cvat.backend.worker.quality_reports.affinity }} affinity: {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.tolerations }} + {{- with .Values.cvat.backend.worker.quality_reports.tolerations }} tolerations: {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality-reports.additionalVolumes }} + {{- with .Values.cvat.backend.worker.quality_reports.additionalVolumes }} volumes: {{- toYaml . | nindent 8 }} {{- end }} From 0720625fd3342a0131bba1919e57528758f4e0d4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 13:07:37 +0300 Subject: [PATCH 219/257] Fix comments --- .vscode/launch.json | 1 + cvat/apps/iam/rules/conflicts.rego | 8 ++++++++ cvat/apps/iam/rules/quality_reports.rego | 8 ++++++++ cvat/apps/iam/rules/quality_settings.rego | 6 ++++++ cvat/apps/quality_control/models.py | 4 +--- cvat/apps/quality_control/quality_reports.py | 4 ++-- cvat/apps/quality_control/views.py | 6 ++++++ cvat/schema.yml | 2 ++ 8 files changed, 34 insertions(+), 5 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index 28056a0edd62..8c025110fbb1 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -476,6 +476,7 @@ "server: RQ - annotation", "server: RQ - webhooks", "server: RQ - scheduler", + "server: RQ - quality reports", "server: git", ] } diff --git a/cvat/apps/iam/rules/conflicts.rego b/cvat/apps/iam/rules/conflicts.rego index 5aa7329c9ea1..5c838c7a9cbf 100644 --- a/cvat/apps/iam/rules/conflicts.rego +++ b/cvat/apps/iam/rules/conflicts.rego @@ -98,7 +98,13 @@ filter = [] { # Django Q object to filter list of entries } else = qobject { organizations.has_perm(organizations.WORKER) user := input.auth.user + org := input.auth.organization qobject := [ + {"report__job__segment__task__organization": org.id}, + {"report__job__segment__task__project__organization": org.id}, "|", + {"report__task__organization": org.id}, "|", + {"report__task__project__organization": org.id}, "|", + {"report__job__segment__task__owner_id": user.id}, {"report__job__segment__task__assignee_id": user.id}, "|", {"report__job__segment__task__project__owner_id": user.id}, "|", @@ -107,5 +113,7 @@ filter = [] { # Django Q object to filter list of entries {"report__task__assignee_id": user.id}, "|", {"report__task__project__owner_id": user.id}, "|", {"report__task__project__assignee_id": user.id}, "|", + + "&" ] } diff --git a/cvat/apps/iam/rules/quality_reports.rego b/cvat/apps/iam/rules/quality_reports.rego index a5fcab55ff82..385d76b85ac7 100644 --- a/cvat/apps/iam/rules/quality_reports.rego +++ b/cvat/apps/iam/rules/quality_reports.rego @@ -98,7 +98,13 @@ filter = [] { # Django Q object to filter list of entries } else = qobject { organizations.has_perm(organizations.WORKER) user := input.auth.user + org := input.auth.organization qobject := [ + {"job__segment__task__organization": org.id}, + {"job__segment__task__project__organization": org.id}, "|", + {"task__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", + {"job__segment__task__owner_id": user.id}, {"job__segment__task__assignee_id": user.id}, "|", {"job__segment__task__project__owner_id": user.id}, "|", @@ -107,5 +113,7 @@ filter = [] { # Django Q object to filter list of entries {"task__assignee_id": user.id}, "|", {"task__project__owner_id": user.id}, "|", {"task__project__assignee_id": user.id}, "|", + + "&" ] } diff --git a/cvat/apps/iam/rules/quality_settings.rego b/cvat/apps/iam/rules/quality_settings.rego index 31ad143211d4..d8931ac9bf98 100644 --- a/cvat/apps/iam/rules/quality_settings.rego +++ b/cvat/apps/iam/rules/quality_settings.rego @@ -90,10 +90,16 @@ filter = [] { # Django Q object to filter list of entries } else = qobject { organizations.has_perm(organizations.WORKER) user := input.auth.user + org := input.auth.organization qobject := [ + {"task__organization": org.id}, "|", + {"task__project__organization": org.id}, "|", + {"task__owner_id": user.id}, {"task__assignee_id": user.id}, "|", {"task__project__owner_id": user.id}, "|", {"task__project__assignee_id": user.id}, "|", + + "&" ] } diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 297565c65614..72e78f765e6c 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -220,6 +220,4 @@ def to_dict(self): @property def organization_id(self): - if task := self.task: - return getattr(task.organization, 'id', None) - return None + return getattr(self.task.organization, 'id', None) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 0e63990d4594..0ae34a9b6035 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2112,9 +2112,9 @@ def _check_quality_reporting_available(self, task: Task): gt_job = task.gt_job if gt_job is None or not ( - gt_job.stage == StageChoice.ACCEPTANCE and gt_job.status == StatusChoice.COMPLETED + gt_job.stage == StageChoice.ACCEPTANCE and gt_job.state == StatusChoice.COMPLETED ): - return self.QualityReportsNotAvailable( + raise self.QualityReportsNotAvailable( "Quality reports require a Ground Truth job in the task " f"at the {StageChoice.ACCEPTANCE} stage " f"and in the {StatusChoice.COMPLETED} state" diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 6d5cb67e5c0f..12648beab45d 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -307,6 +307,12 @@ def data(self, request, pk): responses={ '200': QualitySettingsSerializer, }), + partial_update=extend_schema( + summary='Methods does a partial update of chosen fields in the quality settings instance', + request=QualitySettingsSerializer(partial=True), + responses={ + '200': QualitySettingsSerializer, + }) ) class QualitySettingsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin, mixins.RetrieveModelMixin, PartialUpdateModelMixin diff --git a/cvat/schema.yml b/cvat/schema.yml index 71730030a0d3..bbad5d008e03 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3752,6 +3752,8 @@ paths: description: '' patch: operationId: quality_partial_update_settings + summary: Methods does a partial update of chosen fields in the quality settings + instance parameters: - in: path name: id From 3aaba28edf03cc57942e7d13949d3a848a68a020 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 19:39:33 +0300 Subject: [PATCH 220/257] Add more tests --- tests/python/rest_api/test_jobs.py | 24 ++++----- tests/python/rest_api/test_quality_control.py | 49 ++++++++++++++++++- 2 files changed, 59 insertions(+), 14 deletions(-) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index d9a997b717ad..9177a5e37793 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -1391,15 +1391,15 @@ def test_non_org_staff_non_job_staff_cannot_get_job_preview_in_org( @pytest.mark.usefixtures("restore_db_per_class") class TestGetJobDataMeta: - def test_admin_can_get_job_meta(self, jobs): - with make_api_client("admin1") as client: - job_id = jobs.raw[0]["id"] - - client.organization_slug = None - client.jobs_api.retrieve_data_meta(job_id) - - client.organization_slug = "" - client.jobs_api.retrieve_data_meta(job_id) - - client.organization_slug = "org1" - client.jobs_api.retrieve_data_meta(job_id) + @pytest.mark.parametrize("org_slug", [None, "", "org"]) + def test_can_get_job_meta_with_org_slug(self, admin_user, tasks, jobs, organizations, org_slug): + # Checks for backward compatibility with org_slug parameter + task = next(t for t in tasks if t["organization"]) + job = next(j for j in jobs if j["task_id"] == task["id"]) + + if org_slug == "org": + org_slug = organizations[task["organization"]]["slug"] + + with make_api_client(admin_user) as client: + client.organization_slug = org_slug + client.jobs_api.retrieve_data_meta(job["id"]) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 23b88c17169a..9fedd3b2a49a 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -8,7 +8,7 @@ from typing import Any, Dict, List, Optional, Tuple import pytest -from cvat_sdk.api_client import models +from cvat_sdk.api_client import exceptions, models from cvat_sdk.api_client.api_client import ApiClient, Endpoint from cvat_sdk.core.helpers import get_paginated_collection from deepdiff import DeepDiff @@ -68,6 +68,11 @@ def create_gt_job(self, user, task_id): ), ) + api_client.jobs_api.partial_update(job.id, patched_job_write_request={ + 'stage': 'acceptance', + 'state': 'completed', + }) + return job @@ -419,12 +424,52 @@ def test_user_get_report_data_in_org_task( @pytest.mark.usefixtures("restore_db_per_function") class TestPostQualityReports(_PermissionTestBase): def test_can_create_report(self, admin_user, jobs): - gt_job = next(j for j in jobs if j["type"] == "ground_truth") + gt_job = next( + j for j in jobs if j["type"] == "ground_truth" + and j["stage"] == 'acceptance' and j['state'] == 'completed' + ) task_id = gt_job["task_id"] report = self.create_quality_report(admin_user, task_id) assert models.QualityReport._from_openapi_data(**report) + def test_cannot_create_report_without_gt_job(self, admin_user, tasks): + task_id = next(t["id"] for t in tasks if t["jobs"]["count"] == 1) + + with pytest.raises(exceptions.ApiException) as capture: + self.create_quality_report(admin_user, task_id) + + assert ( + 'Quality reports require a Ground Truth job in the task at the acceptance ' + 'stage and in the completed state' + ) in capture.value.body + + @pytest.mark.parametrize("field_name, field_value", [ + ("stage", "annotation"), + ("stage", "validation"), + ("state", "new"), + ("state", "in progress"), + ("state", "rejected"), + ]) + def test_cannot_create_report_with_incomplete_gt_job(self, admin_user, jobs, field_name, field_value): + gt_job = next( + j for j in jobs + if j["type"] == "ground_truth" + and j["stage"] == 'acceptance' and j['state'] == 'completed' + ) + task_id = gt_job["task_id"] + + with make_api_client(admin_user) as api_client: + api_client.jobs_api.partial_update(gt_job["id"], patched_job_write_request={field_name: field_value}) + + with pytest.raises(exceptions.ApiException) as capture: + self.create_quality_report(admin_user, task_id) + + assert ( + 'Quality reports require a Ground Truth job in the task at the acceptance ' + 'stage and in the completed state' + ) in capture.value.body + class TestSimpleQualityReportsFilters(CollectionSimpleFilterTestBase): @pytest.fixture(autouse=True) From a708cb9c5c0f166186153e7102431f961c808f82 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 22:29:30 +0300 Subject: [PATCH 221/257] Rename worker in helm --- .../deployment.yml | 40 +++++++++---------- helm-chart/values.yaml | 2 +- 2 files changed, 21 insertions(+), 21 deletions(-) rename helm-chart/templates/cvat_backend/{worker_quality_reports => worker_qualityreports}/deployment.yml (69%) diff --git a/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml b/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml similarity index 69% rename from helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml rename to helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml index b2c1097f51bc..557879e29644 100644 --- a/helm-chart/templates/cvat_backend/worker_quality_reports/deployment.yml +++ b/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml @@ -1,57 +1,57 @@ apiVersion: apps/v1 kind: Deployment metadata: - name: {{ .Release.Name }}-backend-worker-quality_reports + name: {{ .Release.Name }}-backend-worker-qualityreports namespace: {{ .Release.Namespace }} labels: app: cvat-app tier: backend - component: worker-quality_reports + component: worker-qualityreports {{- include "cvat.labels" . | nindent 4 }} - {{- with .Values.cvat.backend.worker.quality_reports.labels }} + {{- with .Values.cvat.backend.worker.qualityreports.labels }} {{- toYaml . | nindent 4 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.annotations }} + {{- with .Values.cvat.backend.worker.qualityreports.annotations }} annotations: {{- toYaml . | nindent 4 }} {{- end }} spec: - replicas: {{ .Values.cvat.backend.worker.quality_reports.replicas }} + replicas: {{ .Values.cvat.backend.worker.qualityreports.replicas }} strategy: type: Recreate selector: matchLabels: {{- include "cvat.labels" . | nindent 6 }} - {{- with .Values.cvat.backend.worker.quality_reports.labels }} + {{- with .Values.cvat.backend.worker.qualityreports.labels }} {{- toYaml . | nindent 6 }} {{- end }} - app: cvat-app-worker-quality_reports + app: cvat-app-worker-qualityreports tier: backend - component: worker-quality_reports + component: worker-qualityreports template: metadata: labels: - app: cvat-app-worker-quality_reports + app: cvat-app-worker-qualityreports tier: backend - component: worker-quality_reports + component: worker-qualityreports {{- include "cvat.labels" . | nindent 8 }} - {{- with .Values.cvat.backend.worker.quality_reports.labels }} + {{- with .Values.cvat.backend.worker.qualityreports.labels }} {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.annotations }} + {{- with .Values.cvat.backend.worker.qualityreports.annotations }} annotations: {{- toYaml . | nindent 8 }} {{- end }} spec: containers: - - name: cvat-app-backend-worker-quality_reports-container + - name: cvat-app-backend-worker-qualityreports-container image: {{ .Values.cvat.backend.image }}:{{ .Values.cvat.backend.tag }} imagePullPolicy: {{ .Values.cvat.backend.imagePullPolicy }} - {{- with .Values.cvat.backend.worker.quality_reports.resources }} + {{- with .Values.cvat.backend.worker.qualityreports.resources }} resources: {{- toYaml . | nindent 12 }} {{- end }} - args: ["-c", "supervisord/worker.quality_reports.conf"] + args: ["-c", "supervisord/worker.qualityreports.conf"] env: {{- if .Values.redis.enabled }} - name: CVAT_REDIS_HOST @@ -91,22 +91,22 @@ spec: secretKeyRef: name: "{{ tpl (.Values.postgresql.secret.name) . }}" key: password - {{- with .Values.cvat.backend.worker.quality_reports.additionalEnv }} + {{- with .Values.cvat.backend.worker.qualityreports.additionalEnv }} {{- toYaml . | nindent 10 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.additionalVolumeMounts }} + {{- with .Values.cvat.backend.worker.qualityreports.additionalVolumeMounts }} volumeMounts: {{- toYaml . | nindent 10 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.affinity }} + {{- with .Values.cvat.backend.worker.qualityreports.affinity }} affinity: {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.tolerations }} + {{- with .Values.cvat.backend.worker.qualityreports.tolerations }} tolerations: {{- toYaml . | nindent 8 }} {{- end }} - {{- with .Values.cvat.backend.worker.quality_reports.additionalVolumes }} + {{- with .Values.cvat.backend.worker.qualityreports.additionalVolumes }} volumes: {{- toYaml . | nindent 8 }} {{- end }} diff --git a/helm-chart/values.yaml b/helm-chart/values.yaml index ba69e4964d25..1f2f7c9df100 100644 --- a/helm-chart/values.yaml +++ b/helm-chart/values.yaml @@ -63,7 +63,7 @@ cvat: additionalEnv: [] additionalVolumes: [] additionalVolumeMounts: [] - quality_reports: + qualityreports: replicas: 1 labels: {} annotations: {} From bdfe70bff32173011ec0aff42f4a78e1bf839a68 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Jun 2023 22:31:36 +0300 Subject: [PATCH 222/257] Fix formatting --- tests/python/rest_api/test_quality_control.py | 57 ++++++++++++------- 1 file changed, 36 insertions(+), 21 deletions(-) diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 9fedd3b2a49a..97605381afdb 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -68,10 +68,13 @@ def create_gt_job(self, user, task_id): ), ) - api_client.jobs_api.partial_update(job.id, patched_job_write_request={ - 'stage': 'acceptance', - 'state': 'completed', - }) + api_client.jobs_api.partial_update( + job.id, + patched_job_write_request={ + "stage": "acceptance", + "state": "completed", + }, + ) return job @@ -425,8 +428,11 @@ def test_user_get_report_data_in_org_task( class TestPostQualityReports(_PermissionTestBase): def test_can_create_report(self, admin_user, jobs): gt_job = next( - j for j in jobs if j["type"] == "ground_truth" - and j["stage"] == 'acceptance' and j['state'] == 'completed' + j + for j in jobs + if j["type"] == "ground_truth" + and j["stage"] == "acceptance" + and j["state"] == "completed" ) task_id = gt_job["task_id"] @@ -440,34 +446,43 @@ def test_cannot_create_report_without_gt_job(self, admin_user, tasks): self.create_quality_report(admin_user, task_id) assert ( - 'Quality reports require a Ground Truth job in the task at the acceptance ' - 'stage and in the completed state' + "Quality reports require a Ground Truth job in the task at the acceptance " + "stage and in the completed state" ) in capture.value.body - @pytest.mark.parametrize("field_name, field_value", [ - ("stage", "annotation"), - ("stage", "validation"), - ("state", "new"), - ("state", "in progress"), - ("state", "rejected"), - ]) - def test_cannot_create_report_with_incomplete_gt_job(self, admin_user, jobs, field_name, field_value): + @pytest.mark.parametrize( + "field_name, field_value", + [ + ("stage", "annotation"), + ("stage", "validation"), + ("state", "new"), + ("state", "in progress"), + ("state", "rejected"), + ], + ) + def test_cannot_create_report_with_incomplete_gt_job( + self, admin_user, jobs, field_name, field_value + ): gt_job = next( - j for j in jobs + j + for j in jobs if j["type"] == "ground_truth" - and j["stage"] == 'acceptance' and j['state'] == 'completed' + and j["stage"] == "acceptance" + and j["state"] == "completed" ) task_id = gt_job["task_id"] with make_api_client(admin_user) as api_client: - api_client.jobs_api.partial_update(gt_job["id"], patched_job_write_request={field_name: field_value}) + api_client.jobs_api.partial_update( + gt_job["id"], patched_job_write_request={field_name: field_value} + ) with pytest.raises(exceptions.ApiException) as capture: self.create_quality_report(admin_user, task_id) assert ( - 'Quality reports require a Ground Truth job in the task at the acceptance ' - 'stage and in the completed state' + "Quality reports require a Ground Truth job in the task at the acceptance " + "stage and in the completed state" ) in capture.value.body From 0a84f76e20152eff0402bad70d53bdb3b99a4588 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 5 Jun 2023 13:12:54 +0300 Subject: [PATCH 223/257] Update rqscheduler to use asgi --- rqscheduler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rqscheduler.py b/rqscheduler.py index 91cd49cc515c..82b7499baf89 100644 --- a/rqscheduler.py +++ b/rqscheduler.py @@ -5,7 +5,7 @@ # their access options such as login and password. # Required to initialize Django settings correctly -from cvat.wsgi import application # pylint: disable=unused-import +from cvat.asgi import application # pylint: disable=unused-import from rq_scheduler.scripts import rqscheduler From 58e8fa92c00424dce68106f4d0110397b54c0e4c Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 5 Jun 2023 13:25:54 +0300 Subject: [PATCH 224/257] Apply suggestions from code review Co-authored-by: Kirill Sizov --- cvat/apps/dataset_manager/annotation.py | 9 +++++---- cvat/apps/quality_control/models.py | 4 +--- 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/cvat/apps/dataset_manager/annotation.py b/cvat/apps/dataset_manager/annotation.py index 7fdfad6425fe..91a73ee1d8ca 100644 --- a/cvat/apps/dataset_manager/annotation.py +++ b/cvat/apps/dataset_manager/annotation.py @@ -169,7 +169,7 @@ def to_shapes(self, included_frames: Optional[Sequence[int]] = None, include_outside: bool = False, use_server_track_ids: bool = False - ): + ) -> list: shapes = self.data.shapes tracks = TrackManager(self.data.tracks, dimension) @@ -427,7 +427,7 @@ def to_shapes(self, end_frame: int, *, included_frames: Optional[Sequence[int]] = None, include_outside: bool = False, use_server_track_ids: bool = False - ): + ) -> list: shapes = [] for idx, track in enumerate(self.objects): track_id = track["id"] if use_server_track_ids else idx @@ -468,8 +468,9 @@ def to_shapes(self, end_frame: int, *, # and outside shapes are not requested. if not include_outside: track_shapes = { - k: v for k, v in track_shapes.items() - if not v['elements'] or not all(elem["outside"] for elem in v["elements"]) + frame_number: shape for frame_number, shape in track_shapes.items() + if not shape["elements"] + or not all(elem["outside"] for elem in shape["elements"]) } shapes.extend(track_shapes.values()) diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 72e78f765e6c..0fd5119f212d 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -141,9 +141,7 @@ class AnnotationConflict(models.Model): @property def organization_id(self): - if report := self.report: - return report.organization_id - return None + return report.organization_id class AnnotationType(str, Enum): From 3257cd64c56de7a1a3b5b2138ba5fdd88c6706c6 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 5 Jun 2023 13:39:19 +0300 Subject: [PATCH 225/257] Remove extra permission checks --- cvat/apps/quality_control/views.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 12648beab45d..a55a2aacc450 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -83,8 +83,6 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - self.check_permissions(self.request) - if report_id := self.request.query_params.get('report_id', None): # NOTE: This filter is too complex to be implemented by other means, # it has a dependency on the report type @@ -164,8 +162,6 @@ def get_queryset(self): queryset = super().get_queryset() if self.action == 'list': - self.check_permissions(self.request) - if task_id := self.request.query_params.get('task_id', None): # NOTE: This filter is too complex to be implemented by other means try: From 9bc966f5111c54c69f49f96aec3d35efac0220fe Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 5 Jun 2023 14:39:45 +0300 Subject: [PATCH 226/257] Fix method --- cvat/apps/quality_control/models.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 0fd5119f212d..c23e1f8199b7 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -141,7 +141,7 @@ class AnnotationConflict(models.Model): @property def organization_id(self): - return report.organization_id + return self.report.organization_id class AnnotationType(str, Enum): From 11db795b9794729d9a33447c22c808b81a04577e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 5 Jun 2023 18:17:05 +0300 Subject: [PATCH 227/257] Fix script name --- .../templates/cvat_backend/worker_qualityreports/deployment.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml b/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml index 557879e29644..490e8f8930a5 100644 --- a/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml +++ b/helm-chart/templates/cvat_backend/worker_qualityreports/deployment.yml @@ -51,7 +51,7 @@ spec: resources: {{- toYaml . | nindent 12 }} {{- end }} - args: ["-c", "supervisord/worker.qualityreports.conf"] + args: ["-c", "supervisord/worker.quality_reports.conf"] env: {{- if .Values.redis.enabled }} - name: CVAT_REDIS_HOST From f4423d97e2988fb93a3486b81899f646b63b2f0f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 6 Jun 2023 11:43:33 +0300 Subject: [PATCH 228/257] Enable code formatting for the quality control app --- .github/workflows/black.yml | 1 + .github/workflows/isort.yml | 1 + cvat/apps/quality_control/apps.py | 5 +- cvat/apps/quality_control/default_settings.py | 2 +- .../migrations/0001_initial.py | 182 ++++- cvat/apps/quality_control/models.py | 85 +- cvat/apps/quality_control/pyproject.toml | 12 + cvat/apps/quality_control/quality_reports.py | 770 +++++++++--------- cvat/apps/quality_control/serializers.py | 99 +-- cvat/apps/quality_control/signals.py | 28 +- cvat/apps/quality_control/urls.py | 12 +- cvat/apps/quality_control/views.py | 261 +++--- dev/format_python_code.sh | 2 +- 13 files changed, 820 insertions(+), 640 deletions(-) create mode 100644 cvat/apps/quality_control/pyproject.toml diff --git a/.github/workflows/black.yml b/.github/workflows/black.yml index 43f0f0f694f9..1fa9da8a9634 100644 --- a/.github/workflows/black.yml +++ b/.github/workflows/black.yml @@ -12,6 +12,7 @@ jobs: cvat-sdk/**/*.py cvat-cli/**/*.py tests/python/**/*.py + cvat/apps/quality_control/**/*.py dir_names: true - name: Run checks diff --git a/.github/workflows/isort.yml b/.github/workflows/isort.yml index c1c84183e93a..87e2d9957b28 100644 --- a/.github/workflows/isort.yml +++ b/.github/workflows/isort.yml @@ -12,6 +12,7 @@ jobs: cvat-sdk/**/*.py cvat-cli/**/*.py tests/python/**/*.py + cvat/apps/quality_control/**/*.py dir_names: true - name: Run checks diff --git a/cvat/apps/quality_control/apps.py b/cvat/apps/quality_control/apps.py index e348d15a1572..761bbddba391 100644 --- a/cvat/apps/quality_control/apps.py +++ b/cvat/apps/quality_control/apps.py @@ -6,12 +6,13 @@ class QualityControlConfig(AppConfig): - name = 'cvat.apps.quality_control' + name = "cvat.apps.quality_control" def ready(self) -> None: - from . import default_settings from django.conf import settings + from . import default_settings + for key in dir(default_settings): if key.isupper() and not hasattr(settings, key): setattr(settings, key, getattr(default_settings, key)) diff --git a/cvat/apps/quality_control/default_settings.py b/cvat/apps/quality_control/default_settings.py index 0765a24cad27..06f5aadaffc3 100644 --- a/cvat/apps/quality_control/default_settings.py +++ b/cvat/apps/quality_control/default_settings.py @@ -4,5 +4,5 @@ import os -QUALITY_CHECK_JOB_DELAY = int(os.getenv('CVAT_QUALITY_CHECK_JOB_DELAY', 15 * 60)) +QUALITY_CHECK_JOB_DELAY = int(os.getenv("CVAT_QUALITY_CHECK_JOB_DELAY", 15 * 60)) "The delay before the next quality check job is queued, in seconds" diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index e7c279b4424b..6c4326257e67 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -1,7 +1,7 @@ # Generated by Django 3.2.18 on 2023-05-26 10:05 -from django.db import migrations, models import django.db.models.deletion +from django.db import migrations, models class Migration(migrations.Migration): @@ -9,64 +9,166 @@ class Migration(migrations.Migration): initial = True dependencies = [ - ('engine', '0068_add_job_type_created_date'), + ("engine", "0068_add_job_type_created_date"), ] operations = [ migrations.CreateModel( - name='AnnotationConflict', + name="AnnotationConflict", fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('frame', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('missing_annotation', 'MISSING_ANNOTATION'), ('extra_annotation', 'EXTRA_ANNOTATION'), ('mismatching_label', 'MISMATCHING_LABEL'), ('low_overlap', 'LOW_OVERLAP'), ('mismatching_direction', 'MISMATCHING_DIRECTION'), ('mismatching_attributes', 'MISMATCHING_ATTRIBUTES'), ('mismatching_groups', 'MISMATCHING_GROUPS'), ('covered_annotation', 'COVERED_ANNOTATION')], max_length=32)), - ('importance', models.CharField(choices=[('warning', 'WARNING'), ('error', 'ERROR')], max_length=32)), + ( + "id", + models.AutoField( + auto_created=True, primary_key=True, serialize=False, verbose_name="ID" + ), + ), + ("frame", models.PositiveIntegerField()), + ( + "type", + models.CharField( + choices=[ + ("missing_annotation", "MISSING_ANNOTATION"), + ("extra_annotation", "EXTRA_ANNOTATION"), + ("mismatching_label", "MISMATCHING_LABEL"), + ("low_overlap", "LOW_OVERLAP"), + ("mismatching_direction", "MISMATCHING_DIRECTION"), + ("mismatching_attributes", "MISMATCHING_ATTRIBUTES"), + ("mismatching_groups", "MISMATCHING_GROUPS"), + ("covered_annotation", "COVERED_ANNOTATION"), + ], + max_length=32, + ), + ), + ( + "importance", + models.CharField( + choices=[("warning", "WARNING"), ("error", "ERROR")], max_length=32 + ), + ), ], ), migrations.CreateModel( - name='QualitySettings', + name="QualitySettings", fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('iou_threshold', models.FloatField()), - ('oks_sigma', models.FloatField()), - ('line_thickness', models.FloatField()), - ('low_overlap_threshold', models.FloatField()), - ('oriented_lines', models.BooleanField()), - ('line_orientation_threshold', models.FloatField()), - ('compare_groups', models.BooleanField()), - ('group_match_threshold', models.FloatField()), - ('check_covered_annotations', models.BooleanField()), - ('object_visibility_threshold', models.FloatField()), - ('panoptic_comparison', models.BooleanField()), - ('compare_attributes', models.BooleanField()), - ('task', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='quality_settings', to='engine.task')), + ( + "id", + models.AutoField( + auto_created=True, primary_key=True, serialize=False, verbose_name="ID" + ), + ), + ("iou_threshold", models.FloatField()), + ("oks_sigma", models.FloatField()), + ("line_thickness", models.FloatField()), + ("low_overlap_threshold", models.FloatField()), + ("oriented_lines", models.BooleanField()), + ("line_orientation_threshold", models.FloatField()), + ("compare_groups", models.BooleanField()), + ("group_match_threshold", models.FloatField()), + ("check_covered_annotations", models.BooleanField()), + ("object_visibility_threshold", models.FloatField()), + ("panoptic_comparison", models.BooleanField()), + ("compare_attributes", models.BooleanField()), + ( + "task", + models.OneToOneField( + on_delete=django.db.models.deletion.CASCADE, + related_name="quality_settings", + to="engine.task", + ), + ), ], ), migrations.CreateModel( - name='QualityReport', + name="QualityReport", fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('created_date', models.DateTimeField(auto_now_add=True)), - ('target_last_updated', models.DateTimeField()), - ('gt_last_updated', models.DateTimeField()), - ('data', models.JSONField()), - ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.job')), - ('parent', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='children', to='quality_control.qualityreport')), - ('task', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='quality_reports', to='engine.task')), + ( + "id", + models.AutoField( + auto_created=True, primary_key=True, serialize=False, verbose_name="ID" + ), + ), + ("created_date", models.DateTimeField(auto_now_add=True)), + ("target_last_updated", models.DateTimeField()), + ("gt_last_updated", models.DateTimeField()), + ("data", models.JSONField()), + ( + "job", + models.ForeignKey( + blank=True, + null=True, + on_delete=django.db.models.deletion.CASCADE, + related_name="quality_reports", + to="engine.job", + ), + ), + ( + "parent", + models.ForeignKey( + blank=True, + null=True, + on_delete=django.db.models.deletion.CASCADE, + related_name="children", + to="quality_control.qualityreport", + ), + ), + ( + "task", + models.ForeignKey( + blank=True, + null=True, + on_delete=django.db.models.deletion.CASCADE, + related_name="quality_reports", + to="engine.task", + ), + ), ], ), migrations.CreateModel( - name='AnnotationId', + name="AnnotationId", fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('obj_id', models.PositiveIntegerField()), - ('job_id', models.PositiveIntegerField()), - ('type', models.CharField(choices=[('tag', 'TAG'), ('track', 'TRACK'), ('rectangle', 'RECTANGLE'), ('polygon', 'POLYGON'), ('polyline', 'POLYLINE'), ('points', 'POINTS'), ('ellipse', 'ELLIPSE'), ('cuboid', 'CUBOID'), ('mask', 'MASK'), ('skeleton', 'SKELETON')], max_length=32)), - ('conflict', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='annotation_ids', to='quality_control.annotationconflict')), + ( + "id", + models.AutoField( + auto_created=True, primary_key=True, serialize=False, verbose_name="ID" + ), + ), + ("obj_id", models.PositiveIntegerField()), + ("job_id", models.PositiveIntegerField()), + ( + "type", + models.CharField( + choices=[ + ("tag", "TAG"), + ("track", "TRACK"), + ("rectangle", "RECTANGLE"), + ("polygon", "POLYGON"), + ("polyline", "POLYLINE"), + ("points", "POINTS"), + ("ellipse", "ELLIPSE"), + ("cuboid", "CUBOID"), + ("mask", "MASK"), + ("skeleton", "SKELETON"), + ], + max_length=32, + ), + ), + ( + "conflict", + models.ForeignKey( + on_delete=django.db.models.deletion.CASCADE, + related_name="annotation_ids", + to="quality_control.annotationconflict", + ), + ), ], ), migrations.AddField( - model_name='annotationconflict', - name='report', - field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conflicts', to='quality_control.qualityreport'), + model_name="annotationconflict", + name="report", + field=models.ForeignKey( + on_delete=django.db.models.deletion.CASCADE, + related_name="conflicts", + to="quality_control.qualityreport", + ), ), ] diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index c23e1f8199b7..3cfea3d482b6 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -3,8 +3,8 @@ # SPDX-License-Identifier: MIT from __future__ import annotations -from copy import deepcopy +from copy import deepcopy from enum import Enum from typing import Any, Sequence @@ -12,18 +12,18 @@ from django.db import models from django.forms.models import model_to_dict -from cvat.apps.engine.models import Task, Job +from cvat.apps.engine.models import Job, Task class AnnotationConflictType(str, Enum): - MISSING_ANNOTATION = 'missing_annotation' - EXTRA_ANNOTATION = 'extra_annotation' - MISMATCHING_LABEL = 'mismatching_label' - LOW_OVERLAP = 'low_overlap' - MISMATCHING_DIRECTION = 'mismatching_direction' - MISMATCHING_ATTRIBUTES = 'mismatching_attributes' - MISMATCHING_GROUPS = 'mismatching_groups' - COVERED_ANNOTATION = 'covered_annotation' + MISSING_ANNOTATION = "missing_annotation" + EXTRA_ANNOTATION = "extra_annotation" + MISMATCHING_LABEL = "mismatching_label" + LOW_OVERLAP = "low_overlap" + MISMATCHING_DIRECTION = "mismatching_direction" + MISMATCHING_ATTRIBUTES = "mismatching_attributes" + MISMATCHING_GROUPS = "mismatching_groups" + COVERED_ANNOTATION = "covered_annotation" def __str__(self) -> str: return self.value @@ -34,8 +34,8 @@ def choices(cls): class AnnotationConflictImportance(str, Enum): - WARNING = 'warning' - ERROR = 'error' + WARNING = "warning" + ERROR = "error" def __str__(self) -> str: return self.value @@ -46,8 +46,8 @@ def choices(cls): class MismatchingAnnotationKind(str, Enum): - ATTRIBUTE = 'attribute' - LABEL = 'label' + ATTRIBUTE = "attribute" + LABEL = "label" def __str__(self) -> str: return self.value @@ -58,8 +58,8 @@ def choices(cls): class QualityReportTarget(str, Enum): - JOB = 'job' - TASK = 'task' + JOB = "job" + TASK = "task" def __str__(self) -> str: return self.value @@ -70,13 +70,16 @@ def choices(cls): class QualityReport(models.Model): - job = models.ForeignKey(Job, on_delete=models.CASCADE, - related_name='quality_reports', null=True, blank=True) - task = models.ForeignKey(Task, on_delete=models.CASCADE, - related_name='quality_reports', null=True, blank=True) + job = models.ForeignKey( + Job, on_delete=models.CASCADE, related_name="quality_reports", null=True, blank=True + ) + task = models.ForeignKey( + Task, on_delete=models.CASCADE, related_name="quality_reports", null=True, blank=True + ) - parent = models.ForeignKey('self', on_delete=models.CASCADE, - related_name='children', null=True, blank=True) + parent = models.ForeignKey( + "self", on_delete=models.CASCADE, related_name="children", null=True, blank=True + ) children: Sequence[QualityReport] created_date = models.DateTimeField(auto_now_add=True) @@ -98,6 +101,7 @@ def target(self) -> QualityReportTarget: def _parse_report(self): from cvat.apps.quality_control.quality_reports import ComparisonReport + return ComparisonReport.from_json(self.data) @property @@ -126,13 +130,12 @@ def clean(self): @property def organization_id(self): if task := self.get_task(): - return getattr(task.organization, 'id', None) + return getattr(task.organization, "id", None) return None class AnnotationConflict(models.Model): - report = models.ForeignKey(QualityReport, - on_delete=models.CASCADE, related_name='conflicts') + report = models.ForeignKey(QualityReport, on_delete=models.CASCADE, related_name="conflicts") frame = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) importance = models.CharField(max_length=32, choices=AnnotationConflictImportance.choices()) @@ -145,16 +148,16 @@ def organization_id(self): class AnnotationType(str, Enum): - TAG = 'tag' - TRACK = 'track' - RECTANGLE = 'rectangle' - POLYGON = 'polygon' - POLYLINE = 'polyline' - POINTS = 'points' - ELLIPSE = 'ellipse' - CUBOID = 'cuboid' - MASK = 'mask' - SKELETON = 'skeleton' + TAG = "tag" + TRACK = "track" + RECTANGLE = "rectangle" + POLYGON = "polygon" + POLYLINE = "polyline" + POINTS = "points" + ELLIPSE = "ellipse" + CUBOID = "cuboid" + MASK = "mask" + SKELETON = "skeleton" def __str__(self) -> str: return self.value @@ -165,8 +168,9 @@ def choices(cls): class AnnotationId(models.Model): - conflict = models.ForeignKey(AnnotationConflict, - on_delete=models.CASCADE, related_name='annotation_ids') + conflict = models.ForeignKey( + AnnotationConflict, on_delete=models.CASCADE, related_name="annotation_ids" + ) obj_id = models.PositiveIntegerField() job_id = models.PositiveIntegerField() @@ -174,9 +178,7 @@ class AnnotationId(models.Model): class QualitySettings(models.Model): - task = models.OneToOneField(Task, - on_delete=models.CASCADE, related_name='quality_settings' - ) + task = models.OneToOneField(Task, on_delete=models.CASCADE, related_name="quality_settings") iou_threshold = models.FloatField() oks_sigma = models.FloatField() @@ -208,6 +210,7 @@ def __init__(self, *args: Any, **kwargs: Any) -> None: @classmethod def get_defaults(cls) -> dict: import cvat.apps.quality_control.quality_reports as qc + default_settings = qc.DatasetComparator.DEFAULT_SETTINGS.to_dict() existing_fields = {f.name for f in cls._meta.fields} @@ -218,4 +221,4 @@ def to_dict(self): @property def organization_id(self): - return getattr(self.task.organization, 'id', None) + return getattr(self.task.organization, "id", None) diff --git a/cvat/apps/quality_control/pyproject.toml b/cvat/apps/quality_control/pyproject.toml new file mode 100644 index 000000000000..567b78362580 --- /dev/null +++ b/cvat/apps/quality_control/pyproject.toml @@ -0,0 +1,12 @@ +[tool.isort] +profile = "black" +forced_separate = ["tests"] +line_length = 100 +skip_gitignore = true # align tool behavior with Black +known_first_party = ["cvat"] + +# Can't just use a pyproject in the root dir, so duplicate +# https://github.com/psf/black/issues/2863 +[tool.black] +line-length = 100 +target-version = ['py38'] diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 0ae34a9b6035..4b7e9fb91e55 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -4,44 +4,52 @@ from __future__ import annotations +import itertools +import math from collections import Counter from copy import deepcopy from datetime import timedelta from functools import cached_property, partial from typing import Any, Callable, Dict, Hashable, List, Optional, Sequence, Tuple, Union, cast - -import itertools -import math from uuid import uuid4 -from attrs import asdict, define, fields_dict import datumaro as dm import datumaro.util.mask_tools -from django.db import transaction +import django_rq +import numpy as np +from attrs import asdict, define, fields_dict +from datumaro.util import dump_json, parse_json from django.conf import settings +from django.db import transaction from django.utils import timezone from scipy.optimize import linear_sum_assignment -import django_rq -import numpy as np +from cvat.apps.dataset_manager.bindings import ( + CommonData, + CvatToDmAnnotationConverter, + GetCVATDataExtractor, + JobData, + match_dm_item, +) +from cvat.apps.dataset_manager.formats.registry import dm_env from cvat.apps.dataset_manager.task import JobAnnotation -from cvat.apps.dataset_manager.bindings import (CommonData, CvatToDmAnnotationConverter, - GetCVATDataExtractor, JobData, match_dm_item) from cvat.apps.dataset_manager.util import bulk_create -from cvat.apps.dataset_manager.formats.registry import dm_env - from cvat.apps.engine.models import ( - DimensionType, Job, JobType, ShapeType, Task, StatusChoice, StageChoice + DimensionType, + Job, + JobType, + ShapeType, + StageChoice, + StatusChoice, + Task, ) - +from cvat.apps.profiler import silk_profile +from cvat.apps.quality_control import models from cvat.apps.quality_control.models import ( - AnnotationConflictImportance, AnnotationConflictType, AnnotationType, + AnnotationConflictImportance, + AnnotationConflictType, + AnnotationType, ) -from cvat.apps.quality_control import models - -from cvat.apps.profiler import silk_profile - -from datumaro.util import dump_json, parse_json class _Serializable: @@ -49,12 +57,9 @@ def _value_serializer(self, v): if isinstance(v, _Serializable): return v.to_dict() elif isinstance(v, (list, tuple, set, frozenset)): - return [ self._value_serializer(vv) for vv in v ] + return [self._value_serializer(vv) for vv in v] elif isinstance(v, dict): - return { - self._value_serializer(vk): self._value_serializer(vv) - for vk, vv in v.items() - } + return {self._value_serializer(vk): self._value_serializer(vv) for vk, vv in v.items()} else: return v @@ -89,11 +94,12 @@ def _value_serializer(self, v): @classmethod def from_dict(cls, d: dict): return cls( - obj_id=d['obj_id'], - job_id=d['job_id'], - type=AnnotationType(d['type']), + obj_id=d["obj_id"], + job_id=d["job_id"], + type=AnnotationType(d["type"]), ) + @define(kw_only=True) class AnnotationConflict(_Serializable): frame_id: int @@ -128,14 +134,14 @@ def _value_serializer(self, v): return super()._value_serializer(v) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or ['importance']) + return super()._fields_dict(include_properties=include_properties or ["importance"]) @classmethod def from_dict(cls, d: dict): return cls( - frame_id=d['frame_id'], - type=AnnotationConflictType(d['type']), - annotation_ids=list(AnnotationId.from_dict(v) for v in d['annotation_ids']) + frame_id=d["frame_id"], + type=AnnotationConflictType(d["type"]), + annotation_ids=list(AnnotationId.from_dict(v) for v in d["annotation_ids"]), ) @@ -191,7 +197,6 @@ class ComparisonParameters(_Serializable): panoptic_comparison: bool = True "Use only the visible part of the masks and polygons in comparisons" - def _value_serializer(self, v): if isinstance(v, dm.AnnotationType): return str(v.name) @@ -201,7 +206,7 @@ def _value_serializer(self, v): @classmethod def from_dict(cls, d: dict): fields = fields_dict(cls) - return cls(**{ field_name: d[field_name] for field_name in fields if field_name in d }) + return cls(**{field_name: d[field_name] for field_name in fields if field_name in d}) @define(kw_only=True) @@ -214,7 +219,7 @@ class ConfusionMatrix(_Serializable): @property def axes(self): - return dict(cols='gt', rows='ds') + return dict(cols="gt", rows="ds") def _value_serializer(self, v): if isinstance(v, np.ndarray): @@ -223,16 +228,16 @@ def _value_serializer(self, v): return super()._value_serializer(v) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or ['axes']) + return super()._fields_dict(include_properties=include_properties or ["axes"]) @classmethod def from_dict(cls, d: dict): return cls( - labels=d['labels'], - rows=np.asarray(d['rows']), - precision=np.asarray(d['precision']), - recall=np.asarray(d['recall']), - accuracy=np.asarray(d['accuracy']), + labels=d["labels"], + rows=np.asarray(d["rows"]), + precision=np.asarray(d["precision"]), + recall=np.asarray(d["recall"]), + accuracy=np.asarray(d["accuracy"]), ) @@ -260,25 +265,30 @@ def recall(self) -> float: def accumulate(self, other: ComparisonReportAnnotationsSummary): for field in [ - 'valid_count', 'missing_count', 'extra_count', 'total_count', 'ds_count', 'gt_count' + "valid_count", + "missing_count", + "extra_count", + "total_count", + "ds_count", + "gt_count", ]: setattr(self, field, getattr(self, field) + getattr(other, field)) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: return super()._fields_dict( - include_properties=include_properties or ['accuracy', 'precision', 'recall'] + include_properties=include_properties or ["accuracy", "precision", "recall"] ) @classmethod def from_dict(cls, d: dict): return cls( - valid_count=d['valid_count'], - missing_count=d['missing_count'], - extra_count=d['extra_count'], - total_count=d['total_count'], - ds_count=d['ds_count'], - gt_count=d['gt_count'], - confusion_matrix=ConfusionMatrix.from_dict(d['confusion_matrix']) + valid_count=d["valid_count"], + missing_count=d["missing_count"], + extra_count=d["extra_count"], + total_count=d["total_count"], + ds_count=d["ds_count"], + gt_count=d["gt_count"], + confusion_matrix=ConfusionMatrix.from_dict(d["confusion_matrix"]), ) @@ -298,23 +308,28 @@ def accuracy(self) -> float: def accumulate(self, other: ComparisonReportAnnotationShapeSummary): for field in [ - 'valid_count', 'missing_count', 'extra_count', 'total_count', 'ds_count', 'gt_count' + "valid_count", + "missing_count", + "extra_count", + "total_count", + "ds_count", + "gt_count", ]: setattr(self, field, getattr(self, field) + getattr(other, field)) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or ['accuracy']) + return super()._fields_dict(include_properties=include_properties or ["accuracy"]) @classmethod def from_dict(cls, d: dict): return cls( - valid_count=d['valid_count'], - missing_count=d['missing_count'], - extra_count=d['extra_count'], - total_count=d['total_count'], - ds_count=d['ds_count'], - gt_count=d['gt_count'], - mean_iou=d['mean_iou'], + valid_count=d["valid_count"], + missing_count=d["missing_count"], + extra_count=d["extra_count"], + total_count=d["total_count"], + ds_count=d["ds_count"], + gt_count=d["gt_count"], + mean_iou=d["mean_iou"], ) @@ -329,20 +344,21 @@ def accuracy(self) -> float: return self.valid_count / (self.total_count or 1) def accumulate(self, other: ComparisonReportAnnotationLabelSummary): - for field in ['valid_count', 'total_count', 'invalid_count']: + for field in ["valid_count", "total_count", "invalid_count"]: setattr(self, field, getattr(self, field) + getattr(other, field)) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or ['accuracy']) + return super()._fields_dict(include_properties=include_properties or ["accuracy"]) @classmethod def from_dict(cls, d: dict): return cls( - valid_count=d['valid_count'], - invalid_count=d['invalid_count'], - total_count=d['total_count'], + valid_count=d["valid_count"], + invalid_count=d["invalid_count"], + total_count=d["total_count"], ) + @define(kw_only=True) class ComparisonReportAnnotationComponentsSummary(_Serializable): shape: ComparisonReportAnnotationShapeSummary @@ -355,8 +371,8 @@ def accumulate(self, other: ComparisonReportAnnotationComponentsSummary): @classmethod def from_dict(cls, d: dict): return cls( - shape=ComparisonReportAnnotationShapeSummary.from_dict(d['shape']), - label=ComparisonReportAnnotationLabelSummary.from_dict(d['label']), + shape=ComparisonReportAnnotationShapeSummary.from_dict(d["shape"]), + label=ComparisonReportAnnotationLabelSummary.from_dict(d["label"]), ) @@ -388,26 +404,32 @@ def _value_serializer(self, v): return super()._value_serializer(v) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or [ - 'frame_count', 'mean_conflict_count', - 'warning_count', 'error_count', 'conflicts_by_type' - ]) + return super()._fields_dict( + include_properties=include_properties + or [ + "frame_count", + "mean_conflict_count", + "warning_count", + "error_count", + "conflicts_by_type", + ] + ) @classmethod def from_dict(cls, d: dict): return cls( - frame_share_percent=d['frame_share_percent'], - frames=list(d['frames']), - conflict_count=d['conflict_count'], - warning_count=d.get('warning_count', 0), - error_count=d.get('error_count', 0), + frame_share_percent=d["frame_share_percent"], + frames=list(d["frames"]), + conflict_count=d["conflict_count"], + warning_count=d.get("warning_count", 0), + error_count=d.get("error_count", 0), conflicts_by_type={ - AnnotationConflictType(k): v - for k, v in d.get('conflicts_by_type', {}).items() + AnnotationConflictType(k): v for k, v in d.get("conflicts_by_type", {}).items() }, - annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), + annotations=ComparisonReportAnnotationsSummary.from_dict(d["annotations"]), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( - d['annotation_components']), + d["annotation_components"] + ), ) @@ -421,17 +443,15 @@ def conflict_count(self) -> int: @cached_property def warning_count(self) -> int: - return len([ - c for c in self.conflicts - if c.importance == AnnotationConflictImportance.WARNING - ]) + return len( + [c for c in self.conflicts if c.importance == AnnotationConflictImportance.WARNING] + ) @cached_property def error_count(self) -> int: - return len([ - c for c in self.conflicts - if c.importance == AnnotationConflictImportance.ERROR - ]) + return len( + [c for c in self.conflicts if c.importance == AnnotationConflictImportance.ERROR] + ) @cached_property def conflicts_by_type(self) -> Dict[AnnotationConflictType, int]: @@ -440,10 +460,10 @@ def conflicts_by_type(self) -> Dict[AnnotationConflictType, int]: annotations: ComparisonReportAnnotationsSummary annotation_components: ComparisonReportAnnotationComponentsSummary - _CACHED_FIELDS = ['conflict_count', 'warning_count', 'error_count', 'conflicts_by_type'] + _CACHED_FIELDS = ["conflict_count", "warning_count", "error_count", "conflicts_by_type"] def _value_serializer(self, v): - if isinstance(v , AnnotationConflictType): + if isinstance(v, AnnotationConflictType): return str(v) else: return super()._value_serializer(v) @@ -462,20 +482,22 @@ def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dic @classmethod def from_dict(cls, d: dict): optional_fields = set(cls._CACHED_FIELDS) - { - 'conflicts_by_type' # requires extra conversion + "conflicts_by_type" # requires extra conversion } return cls( - **{ field: d[field] for field in optional_fields if field in d }, + **{field: d[field] for field in optional_fields if field in d}, **dict( conflicts_by_type={ - AnnotationConflictType(k): v - for k, v in d['conflicts_by_type'].items() + AnnotationConflictType(k): v for k, v in d["conflicts_by_type"].items() } - ) if 'conflicts_by_type' in d else {}, - conflicts=[AnnotationConflict.from_dict(v) for v in d['conflicts']], - annotations=ComparisonReportAnnotationsSummary.from_dict(d['annotations']), + ) + if "conflicts_by_type" in d + else {}, + conflicts=[AnnotationConflict.from_dict(v) for v in d["conflicts"]], + annotations=ComparisonReportAnnotationsSummary.from_dict(d["annotations"]), annotation_components=ComparisonReportAnnotationComponentsSummary.from_dict( - d['annotation_components']), + d["annotation_components"] + ), ) @@ -492,25 +514,26 @@ def conflicts(self) -> List[AnnotationConflict]: @classmethod def from_dict(cls, d: Dict[str, Any]) -> ComparisonReport: return cls( - parameters=ComparisonParameters.from_dict(d['parameters']), - comparison_summary=ComparisonReportComparisonSummary.from_dict(d['comparison_summary']), + parameters=ComparisonParameters.from_dict(d["parameters"]), + comparison_summary=ComparisonReportComparisonSummary.from_dict(d["comparison_summary"]), frame_results={ int(k): ComparisonReportFrameSummary.from_dict(v) - for k, v in d['frame_results'].items() - } + for k, v in d["frame_results"].items() + }, ) def to_json(self) -> str: d = self.to_dict() # String keys are needed for json dumping - d["frame_results"] = {str(k): v for k, v in d['frame_results'].items()} + d["frame_results"] = {str(k): v for k, v in d["frame_results"].items()} return dump_json(d, indent=True, append_newline=True).decode() @classmethod def from_json(cls, data: str) -> ComparisonReport: return cls.from_dict(parse_json(data)) + class JobDataProvider: @classmethod def add_prefetch_info(cls, queryset): @@ -532,9 +555,7 @@ def __init__(self, job_id: int, *, queryset=None, included_frames=None) -> None: @cached_property def dm_dataset(self): - extractor = GetCVATDataExtractor(self.job_data, - convert_annotations=self._annotation_memo - ) + extractor = GetCVATDataExtractor(self.job_data, convert_annotations=self._annotation_memo) return dm.Dataset.from_extractors(extractor, env=dm_env) def dm_item_id_to_frame_id(self, item: dm.DatasetItem) -> int: @@ -542,9 +563,9 @@ def dm_item_id_to_frame_id(self, item: dm.DatasetItem) -> int: def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) - if 'track_id' in ann.attributes: + if "track_id" in ann.attributes: source_ann_id = source_ann.track_id - ann_type = 'track' + ann_type = "track" else: if isinstance(source_ann, CommonData.LabeledShape): ann_type = AnnotationType(source_ann.type) @@ -558,7 +579,7 @@ def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: class _MemoizingAnnotationConverterFactory: def __init__(self): - self._annotation_mapping = {} # dm annotation -> cvat annotation + self._annotation_mapping = {} # dm annotation -> cvat annotation def remember_conversion(self, cvat_ann, dm_anns): for dm_ann in dm_anns: @@ -579,12 +600,9 @@ def __call__(self, *args, **kwargs) -> List[dm.Annotation]: converter = _MemoizingAnnotationConverter(*args, factory=self, **kwargs) return converter.convert() + class _MemoizingAnnotationConverter(CvatToDmAnnotationConverter): - def __init__(self, - *args, - factory: _MemoizingAnnotationConverterFactory, - **kwargs - ) -> None: + def __init__(self, *args, factory: _MemoizingAnnotationConverterFactory, **kwargs) -> None: super().__init__(*args, **kwargs) self._factory = factory @@ -604,6 +622,7 @@ def _convert_shape(self, shape, *, index): self._factory.remember_conversion(shape, converted) return converted + def _match_segments( a_segms, b_segms, @@ -615,13 +634,15 @@ def _match_segments( assert callable(label_matcher), label_matcher max_anns = max(len(a_segms), len(b_segms)) - distances = np.array([ + distances = np.array( [ - 1 - distance(a, b) if a is not None and b is not None else 1 - for b, _ in itertools.zip_longest(b_segms, range(max_anns), fillvalue=None) + [ + 1 - distance(a, b) if a is not None and b is not None else 1 + for b, _ in itertools.zip_longest(b_segms, range(max_anns), fillvalue=None) + ] + for a, _ in itertools.zip_longest(a_segms, range(max_anns), fillvalue=None) ] - for a, _ in itertools.zip_longest(a_segms, range(max_anns), fillvalue=None) - ]) + ) distances[distances > 1 - dist_thresh] = 1 if a_segms and b_segms: @@ -659,6 +680,7 @@ def _match_segments( return matches, mispred, a_unmatched, b_unmatched + def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): """ Object Keypoint Similarity metric. @@ -681,9 +703,9 @@ def _OKS(a, b, sigma=0.1, bbox=None, scale=None, visibility=None): scale = bbox[2] * bbox[3] dists = np.linalg.norm(p1 - p2, axis=1) - return np.sum( - visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2)) - ) / np.sum(visibility) + return np.sum(visibility * np.exp(-(dists**2) / (2 * scale * (2 * sigma) ** 2))) / np.sum( + visibility + ) @define(kw_only=True) @@ -709,6 +731,7 @@ def _arr_div(a_arr: np.ndarray, b_arr: np.ndarray) -> np.ndarray: divisor[b_arr == 0] = 1 return a_arr / divisor + def _to_rle(ann: dm.Annotation, *, img_h: int, img_w: int): from pycocotools import mask as mask_utils @@ -721,6 +744,7 @@ def _to_rle(ann: dm.Annotation, *, img_h: int, img_w: int): else: assert False + def _segment_iou(a: dm.Annotation, b: dm.Annotation, *, img_h: int, img_w: int) -> float: """ Generic IoU computation with masks and polygons. @@ -738,6 +762,7 @@ def _segment_iou(a: dm.Annotation, b: dm.Annotation, *, img_h: int, img_w: int) # Note that mask_utils.iou expects (dt, gt). Check this if the 3rd param is True return float(mask_utils.iou(b, a, [0])) + @define(kw_only=True) class _LineMatcher(dm.ops.LineMatcher): EPSILON = 1e-7 @@ -767,8 +792,7 @@ def _get_bbox_circle(ann: dm.PolyLine): # Approximate lines to the same number of points for pointwise comparison a, b = self.approximate_points( - np.array(gt_ann.points).reshape((-1, 2)), - np.array(ds_ann.points).reshape((-1, 2)) + np.array(gt_ann.points).reshape((-1, 2)), np.array(ds_ann.points).reshape((-1, 2)) ) # Compare the direct and, optionally, the reverse variants @@ -791,9 +815,7 @@ def _compare_lines(self, a: np.ndarray, b: np.ndarray) -> float: scale = np.sum(segment_dists) ** 2 # Compute Gaussian for approximated lines similarly to OKS - return sum( - np.exp(-(dists**2) / (2 * scale * (2 * self.torso_r) ** 2)) - ) / len(a) + return sum(np.exp(-(dists**2) / (2 * scale * (2 * self.torso_r) ** 2))) / len(a) @classmethod def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, np.ndarray]: @@ -814,14 +836,14 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n for l in a_segment_lengths: a_segment_end_dists.append(a_segment_end_dists[-1] + l) a_segment_end_dists.pop(0) - a_segment_end_dists.append(a_segment_end_dists[-1]) # duplicate for simpler code + a_segment_end_dists.append(a_segment_end_dists[-1]) # duplicate for simpler code b_segment_lengths = np.linalg.norm(b[1:] - b[:-1], axis=1) b_segment_end_dists = [0] for l in b_segment_lengths: b_segment_end_dists.append(b_segment_end_dists[-1] + l) b_segment_end_dists.pop(0) - b_segment_end_dists.append(b_segment_end_dists[-1]) # duplicate for simpler code + b_segment_end_dists.append(b_segment_end_dists[-1]) # duplicate for simpler code a_length = a_segment_end_dists[-1] b_length = b_segment_end_dists[-1] @@ -849,8 +871,9 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n if abs(q) <= cls.EPSILON: b_new_points[next_point_idx] = b[1 + b_segment_idx] else: - b_new_points[next_point_idx] = \ - b[b_segment_idx] * q + b[1 + b_segment_idx] * (1 - q) + b_new_points[next_point_idx] = b[b_segment_idx] * q + b[ + 1 + b_segment_idx + ] * (1 - q) elif b_segment_idx == b_segment_count: b_new_points[next_point_idx] = b[b_segment_idx] @@ -867,8 +890,9 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n if abs(q) <= cls.EPSILON: a_new_points[next_point_idx] = a[1 + a_segment_idx] else: - a_new_points[next_point_idx] = \ - a[a_segment_idx] * q + a[1 + a_segment_idx] * (1 - q) + a_new_points[next_point_idx] = a[a_segment_idx] * q + a[ + 1 + a_segment_idx + ] * (1 - q) elif a_segment_idx == a_segment_count: a_new_points[next_point_idx] = a[a_segment_idx] @@ -886,6 +910,7 @@ def approximate_points(cls, a: np.ndarray, b: np.ndarray) -> Tuple[np.ndarray, n return a_new_points, b_new_points + class _DistanceComparator(dm.ops.DistanceComparator): def __init__( self, @@ -893,13 +918,10 @@ def __init__( *, included_ann_types: Optional[List[dm.AnnotationType]] = None, return_distances: bool = False, - iou_threshold: float = 0.5, - # https://cocodataset.org/#keypoints-eval # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 oks_sigma: float = 0.09, - oriented_lines: bool = False, line_torso_radius: float = 0.01, panoptic_comparison: bool = False, @@ -929,16 +951,13 @@ def _instance_bbox( return dm.ops.max_bbox( a.get_bbox() if isinstance(a, dm.Skeleton) else a for a in instance_anns - if hasattr(a, 'get_bbox') - and not a.attributes.get('outside', False) + if hasattr(a, "get_bbox") and not a.attributes.get("outside", False) ) @staticmethod def _get_ann_type(t, item: dm.Annotation) -> Sequence[dm.Annotation]: return [ - a for a in item.annotations - if a.type == t - and not a.attributes.get('outside', False) + a for a in item.annotations if a.type == t and not a.attributes.get("outside", False) ] def _match_ann_type(self, t, *args): @@ -962,7 +981,12 @@ def _match_ann_type(self, t, *args): else: return None - def _match_segments(self, t, item_a, item_b, *, + def _match_segments( + self, + t, + item_a, + item_b, + *, distance: Callable = dm.ops.segment_iou, label_matcher: Callable = None, a_objs: Optional[Sequence[dm.Annotation]] = None, @@ -982,21 +1006,21 @@ def _match_segments(self, t, item_a, item_b, *, else: extra_args = {} if label_matcher: - extra_args['label_matcher'] = label_matcher + extra_args["label_matcher"] = label_matcher - returned_values = _match_segments(a_objs, b_objs, - distance=distance, dist_thresh=self.iou_threshold, **extra_args + returned_values = _match_segments( + a_objs, b_objs, distance=distance, dist_thresh=self.iou_threshold, **extra_args ) if self.return_distances: - returned_values = returned_values + (distances, ) + returned_values = returned_values + (distances,) return returned_values def match_boxes(self, item_a, item_b): def _to_polygon(bbox_ann: dm.Bbox): points = bbox_ann.as_polygon() - angle = bbox_ann.attributes.get('rotation', 0) / 180 * math.pi + angle = bbox_ann.attributes.get("rotation", 0) / 180 * math.pi if angle: points = np.reshape(points, (-1, 2)) @@ -1011,19 +1035,24 @@ def _to_polygon(bbox_ann: dm.Bbox): return dm.Polygon(points) def _bbox_iou(a: dm.Bbox, b: dm.Bbox, *, img_w: int, img_h: int) -> float: - if a.attributes.get('rotation', 0) == b.attributes.get('rotation', 0): + if a.attributes.get("rotation", 0) == b.attributes.get("rotation", 0): return dm.ops.bbox_iou(a, b) else: return _segment_iou(_to_polygon(a), _to_polygon(b), img_h=img_h, img_w=img_w) img_h, img_w = item_a.image.size - return self._match_segments(dm.AnnotationType.bbox, item_a, item_b, - distance=partial(_bbox_iou, img_h=img_h, img_w=img_w)) + return self._match_segments( + dm.AnnotationType.bbox, + item_a, + item_b, + distance=partial(_bbox_iou, img_h=img_h, img_w=img_w), + ) def match_segmentations(self, item_a, item_b): def _get_segmentations(item): - return self._get_ann_type(dm.AnnotationType.polygon, item) + \ - self._get_ann_type(dm.AnnotationType.mask, item) + return self._get_ann_type(dm.AnnotationType.polygon, item) + self._get_ann_type( + dm.AnnotationType.mask, item + ) img_h, img_w = item_a.image.size @@ -1032,7 +1061,7 @@ def _find_instances(annotations): # Annotations with the same label and group will be merged, # and considered a single object in comparison instances = [] - instance_map = {} # ann id -> instance id + instance_map = {} # ann id -> instance id for ann_group in dm.ops.find_instances(annotations): ann_group = sorted(ann_group, key=lambda a: a.label) for _, label_group in itertools.groupby(ann_group, key=lambda a: a.label): @@ -1045,14 +1074,13 @@ def _find_instances(annotations): return instances, instance_map def _get_compiled_mask( - anns: Sequence[dm.Annotation], - *, - instance_ids: Dict[int, int] + anns: Sequence[dm.Annotation], *, instance_ids: Dict[int, int] ) -> dm.CompiledMask: if not anns: return None from pycocotools import mask as mask_utils + object_rle_groups = [_to_rle(ann, img_h=img_h, img_w=img_w) for ann in anns] object_rles = [mask_utils.merge(g) for g in object_rle_groups] object_masks = mask_utils.decode(object_rles) @@ -1074,19 +1102,20 @@ def _get_compiled_mask( list(itertools.chain.from_iterable(a_instances)), instance_ids=[ a_instance_map[id(ann)] for ann in itertools.chain.from_iterable(a_instances) - ] + ], ) b_compiled_mask = _get_compiled_mask( list(itertools.chain.from_iterable(b_instances)), instance_ids=[ b_instance_map[id(ann)] for ann in itertools.chain.from_iterable(b_instances) - ] + ], ) else: a_compiled_mask = None b_compiled_mask = None segment_cache = {} + def _get_segment( obj_id: int, *, compiled_mask: Optional[dm.CompiledMask] = None, instances ): @@ -1095,6 +1124,7 @@ def _get_segment( if rle is None: from pycocotools import mask as mask_utils + if compiled_mask is not None: mask = compiled_mask.extract(obj_id + 1) @@ -1103,8 +1133,7 @@ def _get_segment( # Create merged RLE for the instance shapes object_anns = instances[obj_id] object_rle_groups = [ - _to_rle(ann, img_h=img_h, img_w=img_w) - for ann in object_anns + _to_rle(ann, img_h=img_h, img_w=img_w) for ann in object_anns ] rle = mask_utils.merge(list(itertools.chain.from_iterable(object_rle_groups))) @@ -1113,14 +1142,11 @@ def _get_segment( return rle def _segment_comparator(a_inst_id: int, b_inst_id: int) -> float: - a_segm = _get_segment( - a_inst_id, compiled_mask=a_compiled_mask, instances=a_instances - ) - b_segm = _get_segment( - b_inst_id, compiled_mask=b_compiled_mask, instances=b_instances - ) + a_segm = _get_segment(a_inst_id, compiled_mask=a_compiled_mask, instances=a_instances) + b_segm = _get_segment(b_inst_id, compiled_mask=b_compiled_mask, instances=b_instances) from pycocotools import mask as mask_utils + return float(mask_utils.iou([b_segm], [a_segm], [0])[0]) def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: @@ -1131,9 +1157,13 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: return a.label == b.label results = self._match_segments( - dm.AnnotationType.polygon, item_a, item_b, - a_objs=range(len(a_instances)), b_objs=range(len(b_instances)), - distance=_segment_comparator, label_matcher=_label_matcher + dm.AnnotationType.polygon, + item_a, + item_b, + a_objs=range(len(a_instances)), + b_objs=range(len(b_instances)), + distance=_segment_comparator, + label_matcher=_label_matcher, ) # restore results for original annotations @@ -1166,7 +1196,7 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: returned_values = (matched, mismatched, a_extra, b_extra) if self.return_distances: - returned_values = returned_values + (distances, ) + returned_values = returned_values + (distances,) return returned_values @@ -1174,16 +1204,17 @@ def match_lines(self, item_a, item_b): matcher = _LineMatcher( oriented=self.oriented_lines, torso_r=self.line_torso_radius, - scale=np.prod(item_a.image.size) + scale=np.prod(item_a.image.size), + ) + return self._match_segments( + dm.AnnotationType.polyline, item_a, item_b, distance=matcher.distance ) - return self._match_segments(dm.AnnotationType.polyline, item_a, item_b, - distance=matcher.distance) def match_points(self, item_a, item_b): a_points = self._get_ann_type(dm.AnnotationType.points, item_a) b_points = self._get_ann_type(dm.AnnotationType.points, item_b) - instance_map = {} # points id -> (instance group, instance bbox) + instance_map = {} # points id -> (instance group, instance bbox) for source_anns in [item_a.annotations, item_b.annotations]: source_instances = dm.ops.find_instances(source_anns) for instance_group in source_instances: @@ -1224,11 +1255,13 @@ def _distance(a: dm.Points, b: dm.Points) -> float: range(len(a_points)), range(len(b_points)), distance=lambda ai, bi: _OKS( - dm.Points(a_points[ai]), dm.Points(b_points[bi]), - sigma=self.oks_sigma, scale=scale + dm.Points(a_points[ai]), + dm.Points(b_points[bi]), + sigma=self.oks_sigma, + scale=scale, ), dist_thresh=self.iou_threshold, - label_matcher=lambda ai, bi: True + label_matcher=lambda ai, bi: True, ) # the exact array is determined by the label matcher @@ -1244,11 +1277,14 @@ def _distance(a: dm.Points, b: dm.Points) -> float: # Compute OKS for 2 groups of points, matching points aligned dists = np.linalg.norm(a_points - b_points, axis=1) - return np.sum( - np.exp(-(dists**2) / (2 * scale * (2 * self.oks_sigma) ** 2)) - ) / (len(matched_points) + len(a_extra) + len(b_extra)) + return np.sum(np.exp(-(dists**2) / (2 * scale * (2 * self.oks_sigma) ** 2))) / ( + len(matched_points) + len(a_extra) + len(b_extra) + ) - return self._match_segments(dm.AnnotationType.points, item_a, item_b, + return self._match_segments( + dm.AnnotationType.points, + item_a, + item_b, a_objs=a_points, b_objs=b_points, distance=_distance, @@ -1263,9 +1299,7 @@ def _get_skeleton_info(self, skeleton_label_id: int): # Build a sorted list of sublabels to arrange skeleton points during comparison skeleton_info = sorted( - idx - for idx, label in enumerate(label_cat) - if label.parent == skeleton_label_name + idx for idx, label in enumerate(label_cat) if label.parent == skeleton_label_name ) self._skeleton_info[skeleton_label_id] = skeleton_info @@ -1300,13 +1334,12 @@ def match_skeletons(self, item_a, item_b): # Build a single Points object for further comparisons merged_points = dm.Points() - merged_points.points = np.ravel([ - p.points if p else [0, 0] for p in skeleton_points - ]) - merged_points.visibility = np.ravel([ - p.visibility if p else [dm.Points.Visibility.absent] - for p in skeleton_points - ]) + merged_points.points = np.ravel( + [p.points if p else [0, 0] for p in skeleton_points] + ) + merged_points.visibility = np.ravel( + [p.visibility if p else [dm.Points.Visibility.absent] for p in skeleton_points] + ) merged_points.label = skeleton.label # no per-point attributes currently in CVAT @@ -1335,7 +1368,9 @@ def match_skeletons(self, item_a, item_b): matcher = _KeypointsMatcher(instance_map=instance_map, sigma=self.oks_sigma) results = self._match_segments( - dm.AnnotationType.points, item_a, item_b, + dm.AnnotationType.points, + item_a, + item_b, a_objs=a_points, b_objs=b_points, distance=matcher.distance, @@ -1346,9 +1381,7 @@ def match_skeletons(self, item_a, item_b): distances = results[4] matched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in matched] - mismatched = [ - (points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched - ] + mismatched = [(points_map[id(p_a)], points_map[id(p_b)]) for (p_a, p_b) in mismatched] a_extra = [points_map[id(p_a)] for p_a in a_extra] b_extra = [points_map[id(p_b)] for p_b in b_extra] @@ -1356,15 +1389,12 @@ def match_skeletons(self, item_a, item_b): if self.return_distances: for (p_a_id, p_b_id) in list(distances.keys()): dist = distances.pop((p_a_id, p_b_id)) - distances[( - id(points_map[p_a_id]), - id(points_map[p_b_id]) - )] = dist + distances[(id(points_map[p_a_id]), id(points_map[p_b_id]))] = dist returned_values = (matched, mismatched, a_extra, b_extra) if self.return_distances: - returned_values = returned_values + (distances, ) + returned_values = returned_values + (distances,) return returned_values @@ -1392,6 +1422,7 @@ def memoizing_distance(a, b): def match_annotations(self, item_a, item_b): return {t: self._match_ann_type(t, item_a, item_b) for t in self.included_ann_types} + def _find_covered_segments( segments, *, img_w: int, img_h: int, visibility_threshold: float = 0.01 ) -> Sequence[int]: @@ -1401,7 +1432,7 @@ def _find_covered_segments( input_rles = [mask_utils.frPyObjects(s, img_h, img_w) for s in segments] covered_ids = [] for i, bottom_rles in enumerate(input_rles): - top_rles = input_rles[i+1:] + top_rles = input_rles[i + 1 :] top_rle = mask_utils.merge(list(itertools.chain.from_iterable(top_rles))) intersection_rle = mask_utils.merge([top_rle] + bottom_rles, intersect=True) union_rle = mask_utils.merge([top_rle] + bottom_rles) @@ -1420,12 +1451,9 @@ def _find_covered_segments( return covered_ids + class _Comparator: - def __init__(self, - categories: dm.CategoriesInfo, - *, - settings: ComparisonParameters - ): + def __init__(self, categories: dm.CategoriesInfo, *, settings: ComparisonParameters): self.ignored_attrs = set(settings.ignored_attributes) | { "track_id", # changes from task to task, can't be defined manually with the same name "keyframe", # indicates the way annotation obtained, meaningless to compare @@ -1437,16 +1465,14 @@ def __init__(self, self.included_ann_types = settings.included_annotation_types self._annotation_comparator = _DistanceComparator( categories, - included_ann_types=set(self.included_ann_types) - { - dm.AnnotationType.mask # masks are compared together with polygons - }, + included_ann_types=set(self.included_ann_types) + - {dm.AnnotationType.mask}, # masks are compared together with polygons return_distances=True, - panoptic_comparison=settings.panoptic_comparison, iou_threshold=settings.iou_threshold, oks_sigma=settings.oks_sigma, line_torso_radius=settings.line_thickness, - oriented_lines=False # should not be taken from outside, handled differently + oriented_lines=False, # should not be taken from outside, handled differently ) self.coverage_threshold = settings.object_visibility_threshold self.group_match_threshold = settings.group_match_threshold @@ -1482,13 +1508,12 @@ def match_attrs(self, ann_a: dm.Annotation, ann_b: dm.Annotation): def find_groups( self, item: dm.DatasetItem ) -> Tuple[Dict[int, List[dm.Annotation]], Dict[int, int]]: - ann_groups = dm.ops.find_instances([ - ann for ann in item.annotations - if ann.type in self.included_ann_types - ]) + ann_groups = dm.ops.find_instances( + [ann for ann in item.annotations if ann.type in self.included_ann_types] + ) groups = {} - group_map = {} # ann id -> group id + group_map = {} # ann id -> group id for group_id, group in enumerate(ann_groups): groups[group_id] = group for ann in group: @@ -1510,10 +1535,11 @@ def _group_distance(gt_group_id, ds_group_id): return intersection / (union or 1) matches, mismatches, gt_unmatched, ds_unmatched = _match_segments( - list(gt_groups), list(ds_groups), + list(gt_groups), + list(ds_groups), distance=_group_distance, label_matcher=lambda a, b: _group_distance(a, b) == 1, - dist_thresh=self.group_match_threshold + dist_thresh=self.group_match_threshold, ) ds_to_gt_groups = { @@ -1529,10 +1555,13 @@ def _group_distance(gt_group_id, ds_group_id): def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: # Get annotations that can cover or be covered spatial_types = { - dm.AnnotationType.polygon, dm.AnnotationType.mask, dm.AnnotationType.bbox + dm.AnnotationType.polygon, + dm.AnnotationType.mask, + dm.AnnotationType.bbox, }.intersection(self.included_ann_types) - anns = sorted([a for a in item.annotations if a.type in spatial_types], - key=lambda a: a.z_order) + anns = sorted( + [a for a in item.annotations if a.type in spatial_types], key=lambda a: a.z_order + ) segms = [] for ann in anns: @@ -1546,8 +1575,8 @@ def find_covered(self, item: dm.DatasetItem) -> List[dm.Annotation]: assert False img_h, img_w = item.image.size - covered_ids = _find_covered_segments(segms, - img_w=img_w, img_h=img_h, visibility_threshold=self.coverage_threshold + covered_ids = _find_covered_segments( + segms, img_w=img_w, img_h=img_h, visibility_threshold=self.coverage_threshold ) return [anns[i] for i in covered_ids] @@ -1567,8 +1596,8 @@ def match_annotations(self, item_a: dm.DatasetItem, item_b: dm.DatasetItem): return merged_results - def get_distance(self, - pairwise_distances, gt_ann: dm.Annotation, ds_ann: dm.Annotation + def get_distance( + self, pairwise_distances, gt_ann: dm.Annotation, ds_ann: dm.Annotation ) -> Optional[float]: return pairwise_distances.get((id(gt_ann), id(ds_ann))) @@ -1576,11 +1605,12 @@ def get_distance(self, class DatasetComparator: DEFAULT_SETTINGS = ComparisonParameters() - def __init__(self, + def __init__( + self, ds_data_provider: JobDataProvider, gt_data_provider: JobDataProvider, *, - settings: Optional[ComparisonParameters] = None + settings: Optional[ComparisonParameters] = None, ) -> None: if settings is None: settings = self.DEFAULT_SETTINGS @@ -1629,8 +1659,9 @@ def _process_frame(self, ds_item, gt_item): frame_results = self.comparator.match_annotations(gt_item, ds_item) self._frame_results.setdefault(frame_id, {}) - self._generate_frame_annotation_conflicts(frame_id, frame_results, - gt_item=gt_item, ds_item=ds_item) + self._generate_frame_annotation_conflicts( + frame_id, frame_results, gt_item=gt_item, ds_item=ds_item + ) def _generate_frame_annotation_conflicts( self, frame_id: str, frame_results, *, gt_item: dm.DatasetItem, ds_item: dm.DatasetItem @@ -1643,9 +1674,7 @@ def _get_similarity(gt_ann: dm.Annotation, ds_ann: dm.Annotation) -> Optional[fl return self.comparator.get_distance(pairwise_distances, gt_ann, ds_ann) _matched_shapes = set( - id(shape) - for shape_pair in itertools.chain(matches, mismatches) - for shape in shape_pair + id(shape) for shape_pair in itertools.chain(matches, mismatches) for shape in shape_pair ) def _find_closest_unmatched_shape(shape: dm.Annotation): @@ -1669,23 +1698,23 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): for gt_ann, ds_ann in itertools.chain(matches, mismatches): similarity = _get_similarity(gt_ann, ds_ann) if similarity and similarity < self.settings.low_overlap_threshold: - conflicts.append(AnnotationConflict( - frame_id=frame_id, - type=AnnotationConflictType.LOW_OVERLAP, - annotation_ids=[ - self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), - self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] - )) + conflicts.append( + AnnotationConflict( + frame_id=frame_id, + type=AnnotationConflictType.LOW_OVERLAP, + annotation_ids=[ + self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), + self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), + ], + ) + ) for unmatched_ann in gt_unmatched: conflicts.append( AnnotationConflict( frame_id=frame_id, type=AnnotationConflictType.MISSING_ANNOTATION, - annotation_ids=[ - self._dm_ann_to_ann_id(unmatched_ann, self._gt_dataset) - ], + annotation_ids=[self._dm_ann_to_ann_id(unmatched_ann, self._gt_dataset)], ) ) @@ -1694,9 +1723,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): AnnotationConflict( frame_id=frame_id, type=AnnotationConflictType.EXTRA_ANNOTATION, - annotation_ids=[ - self._dm_ann_to_ann_id(unmatched_ann, self._ds_dataset) - ], + annotation_ids=[self._dm_ann_to_ann_id(unmatched_ann, self._ds_dataset)], ) ) @@ -1708,7 +1735,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): annotation_ids=[ self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] + ], ) ) @@ -1726,14 +1753,14 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): mean_iou = np.mean(resulting_distances) if resulting_distances else 0 if ( - self.settings.oriented_lines and - dm.AnnotationType.polyline in self.comparator.included_ann_types + self.settings.oriented_lines + and dm.AnnotationType.polyline in self.comparator.included_ann_types ): # Check line directions line_matcher = _LineMatcher( torso_r=self.settings.line_thickness, oriented=True, - scale=np.prod(gt_item.image.size) + scale=np.prod(gt_item.image.size), ) for gt_ann, ds_ann in itertools.chain(matches, mismatches): @@ -1746,8 +1773,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): # need to filter computation errors from line approximation # and (almost) orientation-independent cases if ( - non_oriented_distance - oriented_distance > - self.settings.line_orientation_threshold + non_oriented_distance - oriented_distance + > self.settings.line_orientation_threshold ): conflicts.append( AnnotationConflict( @@ -1756,7 +1783,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): annotation_ids=[ self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] + ], ) ) @@ -1770,7 +1797,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): type=AnnotationConflictType.COVERED_ANNOTATION, annotation_ids=[ self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), - ] + ], ) ) @@ -1785,7 +1812,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): annotation_ids=[ self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] + ], ) ) @@ -1802,8 +1829,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): if ( # Check ungrouped objects - (len(gt_group) == 1 and len(ds_group) != 1) or - + (len(gt_group) == 1 and len(ds_group) != 1) + or # Check grouped objects ds_gt_group != gt_group_map[id(gt_ann)] ): @@ -1814,7 +1841,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): annotation_ids=[ self._dm_ann_to_ann_id(ds_ann, self._ds_dataset), self._dm_ann_to_ann_id(gt_ann, self._gt_dataset), - ] + ], ) ) @@ -1834,10 +1861,8 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) if not label.parent } - confusion_matrix_labels[None] = 'unmatched' - confusion_matrix_labels_rmap = { - k: i for i, k in enumerate(confusion_matrix_labels.keys()) - } + confusion_matrix_labels[None] = "unmatched" + confusion_matrix_labels_rmap = {k: i for i, k in enumerate(confusion_matrix_labels.keys())} confusion_matrix_label_count = len(confusion_matrix_labels) confusion_matrix = np.zeros( (confusion_matrix_label_count, confusion_matrix_label_count), dtype=int @@ -1856,7 +1881,9 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_accuracies = _arr_div( + matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts + ) label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) @@ -1864,8 +1891,12 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): missing_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) extra_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] - gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] + ds_annotations_count = ( + np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] + ) + gt_annotations_count = ( + np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] + ) self._frame_results[frame_id] = ComparisonReportFrameSummary( annotations=ComparisonReportAnnotationsSummary( @@ -1881,7 +1912,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): precision=label_precisions, recall=label_recalls, accuracy=label_accuracies, - ) + ), ), annotation_components=ComparisonReportAnnotationComponentsSummary( shape=ComparisonReportAnnotationShapeSummary( @@ -1911,19 +1942,28 @@ def generate_report(self) -> ComparisonReport: intersection_frames = [] conflicts = [] annotations = ComparisonReportAnnotationsSummary( - valid_count=0, missing_count=0, - extra_count=0, total_count=0, - ds_count=0, gt_count=0, - confusion_matrix=None + valid_count=0, + missing_count=0, + extra_count=0, + total_count=0, + ds_count=0, + gt_count=0, + confusion_matrix=None, ) annotation_components = ComparisonReportAnnotationComponentsSummary( shape=ComparisonReportAnnotationShapeSummary( - valid_count=0, missing_count=0, - extra_count=0, total_count=0, - ds_count=0, gt_count=0, mean_iou=0 + valid_count=0, + missing_count=0, + extra_count=0, + total_count=0, + ds_count=0, + gt_count=0, + mean_iou=0, ), label=ComparisonReportAnnotationLabelSummary( - valid_count=0, invalid_count=0, total_count=0, + valid_count=0, + invalid_count=0, + total_count=0, ), ) mean_ious = [] @@ -1949,10 +1989,8 @@ def generate_report(self) -> ComparisonReport: for i, label in enumerate(self._gt_dataset.categories()[dm.AnnotationType.label]) if not label.parent } - confusion_matrix_labels[None] = 'unmatched' - confusion_matrix_labels_rmap = { - k: i for i, k in enumerate(confusion_matrix_labels.keys()) - } + confusion_matrix_labels[None] = "unmatched" + confusion_matrix_labels_rmap = {k: i for i, k in enumerate(confusion_matrix_labels.keys())} if confusion_matrices: confusion_matrix = np.sum(confusion_matrices, axis=0) else: @@ -1962,7 +2000,9 @@ def generate_report(self) -> ComparisonReport: matched_ann_counts = np.diag(confusion_matrix) ds_ann_counts = np.sum(confusion_matrix, axis=1) gt_ann_counts = np.sum(confusion_matrix, axis=0) - label_accuracies = _arr_div(matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts) + label_accuracies = _arr_div( + matched_ann_counts, ds_ann_counts + gt_ann_counts - matched_ann_counts + ) label_precisions = _arr_div(matched_ann_counts, ds_ann_counts) label_recalls = _arr_div(matched_ann_counts, gt_ann_counts) @@ -1970,27 +2010,29 @@ def generate_report(self) -> ComparisonReport: missing_annotations_count = np.sum(confusion_matrix[confusion_matrix_labels_rmap[None], :]) extra_annotations_count = np.sum(confusion_matrix[:, confusion_matrix_labels_rmap[None]]) total_annotations_count = np.sum(confusion_matrix) - ds_annotations_count = np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] - gt_annotations_count = np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] + ds_annotations_count = ( + np.sum(ds_ann_counts) - ds_ann_counts[confusion_matrix_labels_rmap[None]] + ) + gt_annotations_count = ( + np.sum(gt_ann_counts) - gt_ann_counts[confusion_matrix_labels_rmap[None]] + ) return ComparisonReport( parameters=self.settings, - comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=100 * ( + frame_share_percent=100 + * ( len(intersection_frames) / (len(self._ds_data_provider.job_data.rel_range) or 1) ), frames=intersection_frames, - conflict_count=len(conflicts), - warning_count=len([ - c for c in conflicts if c.importance == AnnotationConflictImportance.WARNING - ]), - error_count=len([ - c for c in conflicts if c.importance == AnnotationConflictImportance.ERROR - ]), + warning_count=len( + [c for c in conflicts if c.importance == AnnotationConflictImportance.WARNING] + ), + error_count=len( + [c for c in conflicts if c.importance == AnnotationConflictImportance.ERROR] + ), conflicts_by_type=Counter(c.type for c in conflicts), - annotations=ComparisonReportAnnotationsSummary( valid_count=valid_annotations_count, missing_count=missing_annotations_count, @@ -2004,9 +2046,8 @@ def generate_report(self) -> ComparisonReport: precision=label_precisions, recall=label_recalls, accuracy=label_accuracies, - ) + ), ), - annotation_components=ComparisonReportAnnotationComponentsSummary( shape=ComparisonReportAnnotationShapeSummary( valid_count=annotation_components.shape.valid_count, @@ -2024,14 +2065,13 @@ def generate_report(self) -> ComparisonReport: ), ), ), - - frame_results=self._frame_results + frame_results=self._frame_results, ) class QualityReportUpdateManager: _QUEUE_JOB_PREFIX = "update-quality-metrics-task-" - _RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE = 'custom_quality_check' + _RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE = "custom_quality_check" _JOB_RESULT_TTL = 120 @classmethod @@ -2045,20 +2085,20 @@ def _get_queue(self): return django_rq.get_queue(settings.CVAT_QUEUES.QUALITY_REPORTS.value) def _make_queue_job_prefix(self, task: Task) -> str: - return f'{self._QUEUE_JOB_PREFIX}{task.id}-' + return f"{self._QUEUE_JOB_PREFIX}{task.id}-" def _make_custom_quality_check_job_id(self) -> str: return uuid4().hex def _make_initial_queue_job_id(self, task: Task) -> str: - return f'{self._make_queue_job_prefix(task)}initial' + return f"{self._make_queue_job_prefix(task)}initial" def _make_regular_queue_job_id(self, task: Task, start_time: timezone.datetime) -> str: - return f'{self._make_queue_job_prefix(task)}{start_time.timestamp()}' + return f"{self._make_queue_job_prefix(task)}{start_time.timestamp()}" @classmethod def _get_last_report_time(cls, task: Task) -> Optional[timezone.datetime]: - report = models.QualityReport.objects.filter(task=task).order_by('-created_date').first() + report = models.QualityReport.objects.filter(task=task).order_by("-created_date").first() if report: return report.created_date return None @@ -2070,7 +2110,7 @@ def _find_next_job_id( def _get_timestamp(job_id: str) -> timezone.datetime: job_timestamp = job_id.split(job_id_prefix, maxsplit=1)[-1] - if job_timestamp == 'initial': + if job_timestamp == "initial": return timezone.datetime.min.replace(tzinfo=timezone.utc) else: return timezone.datetime.fromtimestamp(float(job_timestamp), tz=timezone.utc) @@ -2078,7 +2118,7 @@ def _get_timestamp(job_id: str) -> timezone.datetime: max_job_id = max( (j for j in existing_job_ids if j.startswith(job_id_prefix)), key=_get_timestamp, - default=None + default=None, ) max_timestamp = _get_timestamp(max_job_id) if max_job_id else None @@ -2092,10 +2132,7 @@ def _get_timestamp(job_id: str) -> timezone.datetime: else: # Add an updating job in the queue in the next time frame delay = self._get_quality_check_job_delay() - intervals = max( - 1, - 1 + (now - last_update_time) // delay - ) + intervals = max(1, 1 + (now - last_update_time) // delay) next_update_time = last_update_time + delay * intervals queue_job_id = self._make_regular_queue_job_id(task, next_update_time) @@ -2106,9 +2143,7 @@ class QualityReportsNotAvailable(Exception): def _check_quality_reporting_available(self, task: Task): if task.dimension != DimensionType.DIM_2D: - raise self.QualityReportsNotAvailable( - "Quality reports are only supported in 2d tasks" - ) + raise self.QualityReportsNotAvailable("Quality reports are only supported in 2d tasks") gt_job = task.gt_job if gt_job is None or not ( @@ -2170,10 +2205,7 @@ def schedule_quality_check_job(self, task: Task, *, user_id: int) -> str: self._check_task_quality, task_id=task.id, job_id=rq_id, - meta={ - 'user_id': user_id, - 'job_type': self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE - }, + meta={"user_id": user_id, "job_type": self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE}, result_ttl=self._JOB_RESULT_TTL, failure_ttl=self._JOB_RESULT_TTL, ) @@ -2190,7 +2222,7 @@ def get_quality_check_job(self, rq_id: str): return rq_job def is_custom_quality_check_job(self, rq_job) -> bool: - return rq_job.meta.get('job_type') == self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE + return rq_job.meta.get("job_type") == self._RQ_CUSTOM_QUALITY_CHECK_JOB_TYPE @classmethod @silk_profile() @@ -2201,19 +2233,18 @@ def _compute_reports(self, task_id: int) -> int: with transaction.atomic(): # The task could have been deleted during scheduling try: - task = Task.objects.select_related('data').get(id=task_id) + task = Task.objects.select_related("data").get(id=task_id) except Task.DoesNotExist: return # Try to use shared queryset to minimize DB requests - job_queryset = Job.objects.prefetch_related('segment') + job_queryset = Job.objects.prefetch_related("segment") job_queryset = JobDataProvider.add_prefetch_info(job_queryset) job_queryset = job_queryset.filter(segment__task_id=task_id).all() # The GT job could have been removed during scheduling, so we need to check it exists gt_job: Job = next( - (job for job in job_queryset if job.type == JobType.GROUND_TRUTH), - None + (job for job in job_queryset if job.type == JobType.GROUND_TRUTH), None ) if gt_job is None: return @@ -2230,14 +2261,11 @@ def _compute_reports(self, task_id: int) -> int: gt_job_data_provider = JobDataProvider(gt_job.id, queryset=job_queryset) gt_job_frames = gt_job_data_provider.job_data.get_included_frames() - jobs: List[Job] = [ - j - for j in job_queryset - if j.type == JobType.ANNOTATION - ] + jobs: List[Job] = [j for j in job_queryset if j.type == JobType.ANNOTATION] job_data_providers = { - job.id: JobDataProvider(job.id, queryset=job_queryset, - included_frames=gt_job_frames) + job.id: JobDataProvider( + job.id, queryset=job_queryset, included_frames=gt_job_frames + ) for job in jobs } @@ -2291,15 +2319,16 @@ def _compute_reports(self, task_id: int) -> int: target_last_updated=task.updated_date, gt_last_updated=gt_job.updated_date, data=task_comparison_report.to_json(), - conflicts=[], # the task doesn't have own conflicts + conflicts=[], # the task doesn't have own conflicts ), - job_reports=list(job_quality_reports.values()) + job_reports=list(job_quality_reports.values()), ) return task_report.id def _get_current_job(self): from rq import get_current_job + return get_current_job() def _compute_task_report( @@ -2348,9 +2377,8 @@ def _compute_task_report( ) task_frame_result.annotation_components.shape.mean_iou = ( - task_frame_result.annotation_components.shape.mean_iou * \ - frame_results_count + \ - job_frame_result.annotation_components.shape.mean_iou + task_frame_result.annotation_components.shape.mean_iou * frame_results_count + + job_frame_result.annotation_components.shape.mean_iou ) / (frame_results_count + 1) task_frame_results_counts[frame_id] = 1 + frame_results_count @@ -2360,26 +2388,28 @@ def _compute_task_report( task_report_data = ComparisonReport( parameters=next(iter(job_reports.values())).parameters, - comparison_summary=ComparisonReportComparisonSummary( frame_share_percent=len(task_intersection_frames) / (task.data.size or 1) * 100, frames=sorted(task_intersection_frames), - conflict_count=len(task_conflicts), - warning_count=len([ - c for c in task_conflicts - if c.importance == AnnotationConflictImportance.WARNING - ]), - error_count=len([ - c for c in task_conflicts - if c.importance == AnnotationConflictImportance.ERROR - ]), + warning_count=len( + [ + c + for c in task_conflicts + if c.importance == AnnotationConflictImportance.WARNING + ] + ), + error_count=len( + [ + c + for c in task_conflicts + if c.importance == AnnotationConflictImportance.ERROR + ] + ), conflicts_by_type=Counter(c.type for c in task_conflicts), - annotations=task_annotations_summary, annotation_components=task_ann_components_summary, ), - frame_results=task_frame_results, ) @@ -2389,10 +2419,10 @@ def _save_reports(self, *, task_report: Dict, job_reports: List[Dict]) -> models # TODO: add validation (e.g. ann id count for different types of conflicts) db_task_report = models.QualityReport( - task=task_report['task'], - target_last_updated=task_report['target_last_updated'], - gt_last_updated=task_report['gt_last_updated'], - data=task_report['data'], + task=task_report["task"], + target_last_updated=task_report["target_last_updated"], + gt_last_updated=task_report["gt_last_updated"], + data=task_report["data"], ) db_task_report.save() @@ -2400,56 +2430,48 @@ def _save_reports(self, *, task_report: Dict, job_reports: List[Dict]) -> models for job_report in job_reports: db_job_report = models.QualityReport( parent=db_task_report, - job=job_report['job'], - target_last_updated=job_report['target_last_updated'], - gt_last_updated=job_report['gt_last_updated'], - data=job_report['data'], + job=job_report["job"], + target_last_updated=job_report["target_last_updated"], + gt_last_updated=job_report["gt_last_updated"], + data=job_report["data"], ) db_job_reports.append(db_job_report) db_job_reports = bulk_create( - db_model=models.QualityReport, - objects=db_job_reports, - flt_param={} + db_model=models.QualityReport, objects=db_job_reports, flt_param={} ) db_conflicts = [] db_report_iter = itertools.chain([db_task_report], db_job_reports) report_iter = itertools.chain([task_report], job_reports) for report, db_report in zip(report_iter, db_report_iter): - for conflict in report['conflicts']: + for conflict in report["conflicts"]: db_conflict = models.AnnotationConflict( report=db_report, - type=conflict['type'], - frame=conflict['frame_id'], - importance=conflict['importance'], + type=conflict["type"], + frame=conflict["frame_id"], + importance=conflict["importance"], ) db_conflicts.append(db_conflict) db_conflicts = bulk_create( - db_model=models.AnnotationConflict, - objects=db_conflicts, - flt_param={} + db_model=models.AnnotationConflict, objects=db_conflicts, flt_param={} ) db_ann_ids = [] db_conflicts_iter = iter(db_conflicts) for report in itertools.chain([task_report], job_reports): - for conflict, db_conflict in zip(report['conflicts'], db_conflicts_iter): - for ann_id in conflict['annotation_ids']: + for conflict, db_conflict in zip(report["conflicts"], db_conflicts_iter): + for ann_id in conflict["annotation_ids"]: db_ann_id = models.AnnotationId( conflict=db_conflict, - job_id=ann_id['job_id'], - obj_id=ann_id['obj_id'], - type=ann_id['type'], + job_id=ann_id["job_id"], + obj_id=ann_id["obj_id"], + type=ann_id["type"], ) db_ann_ids.append(db_ann_id) - db_ann_ids = bulk_create( - db_model=models.AnnotationId, - objects=db_ann_ids, - flt_param={} - ) + db_ann_ids = bulk_create(db_model=models.AnnotationId, objects=db_ann_ids, flt_param={}) return db_task_report @@ -2477,13 +2499,13 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str for frame_result in serialized_data["frame_results"].values(): for conflict in frame_result["conflicts"]: - for ann_id in conflict['annotation_ids']: - if ann_id['type'] in ShapeType.__members__.values(): - ann_type = 'shape' + for ann_id in conflict["annotation_ids"]: + if ann_id["type"] in ShapeType.__members__.values(): + ann_type = "shape" else: - ann_type = ann_id['type'] + ann_type = ann_id["type"] - ann_id['url'] = ( + ann_id["url"] = ( f"{host}tasks/{task_id}/jobs/{ann_id['job_id']}" f"?frame={conflict['frame_id']}" f"&type={ann_type}" @@ -2492,6 +2514,6 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str # String keys are needed for json dumping serialized_data["frame_results"] = { - str(k): v for k, v in serialized_data['frame_results'].items() + str(k): v for k, v in serialized_data["frame_results"].items() } return dump_json(serialized_data, indent=True, append_newline=True).decode() diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 27cf68cc0c86..874f7684d6e6 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -2,16 +2,17 @@ # # SPDX-License-Identifier: MIT -from rest_framework import serializers import textwrap +from rest_framework import serializers + from cvat.apps.quality_control import models class AnnotationIdSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationId - fields = ('obj_id', 'job_id', 'type') + fields = ("obj_id", "job_id", "type") read_only_fields = fields @@ -20,7 +21,7 @@ class AnnotationConflictSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationConflict - fields = ('id', 'frame', 'type', 'annotation_ids', 'report_id', 'importance') + fields = ("id", "frame", "type", "annotation_ids", "report_id", "importance") read_only_fields = fields @@ -34,9 +35,9 @@ class QualityReportSummarySerializer(serializers.Serializer): # This set is enough for basic characteristics, such as # DS_unmatched, GT_unmatched, accuracy, precision and recall - valid_count = serializers.IntegerField(source='annotations.valid_count') - ds_count = serializers.IntegerField(source='annotations.ds_count') - gt_count = serializers.IntegerField(source='annotations.gt_count') + valid_count = serializers.IntegerField(source="annotations.valid_count") + ds_count = serializers.IntegerField(source="annotations.ds_count") + gt_count = serializers.IntegerField(source="annotations.gt_count") class QualityReportParametersSerializer(serializers.Serializer): @@ -50,8 +51,17 @@ class QualityReportSerializer(serializers.ModelSerializer): class Meta: model = models.QualityReport - fields = ('id', 'job_id', 'task_id', 'parent_id', 'target', 'summary', 'parameters', - 'created_date', 'target_last_updated', 'gt_last_updated', + fields = ( + "id", + "job_id", + "task_id", + "parent_id", + "target", + "summary", + "parameters", + "created_date", + "target_last_updated", + "gt_last_updated", ) read_only_fields = fields @@ -64,80 +74,73 @@ class QualitySettingsSerializer(serializers.ModelSerializer): class Meta: model = models.QualitySettings fields = ( - 'id', - 'task_id', - - 'iou_threshold', - 'oks_sigma', - 'line_thickness', - - 'low_overlap_threshold', - - 'oriented_lines', - 'line_orientation_threshold', - - 'compare_groups', - 'group_match_threshold', - - 'check_covered_annotations', - 'object_visibility_threshold', - - 'panoptic_comparison', - - 'compare_attributes', + "id", + "task_id", + "iou_threshold", + "oks_sigma", + "line_thickness", + "low_overlap_threshold", + "oriented_lines", + "line_orientation_threshold", + "compare_groups", + "group_match_threshold", + "check_covered_annotations", + "object_visibility_threshold", + "panoptic_comparison", + "compare_attributes", + ) + read_only_fields = ( + "id", + "task_id", ) - read_only_fields = ('id', 'task_id', ) - extra_kwargs = { - k: {'required': False} - for k in fields - } + extra_kwargs = {k: {"required": False} for k in fields} for field_name, help_text in { - 'iou_threshold': "Used for distinction between matched / unmatched shapes", - 'low_overlap_threshold': ( + "iou_threshold": "Used for distinction between matched / unmatched shapes", + "low_overlap_threshold": ( "Used for distinction between strong / weak (low_overlap) matches" ), - 'oks_sigma': """ + "oks_sigma": """ Like IoU threshold, but for points. The percent of the bbox area, used as the radius of the circle around the GT point, where the checked point is expected to be. Read more: https://cocodataset.org/#keypoints-eval """, - 'line_thickness': """ + "line_thickness": """ Thickness of polylines, relatively to the (image area) ^ 0.5. The distance to the boundary around the GT line, inside of which the checked line points should be """, - 'oriented_lines': "Indicates that polylines have direction", - 'line_orientation_threshold': """ + "oriented_lines": "Indicates that polylines have direction", + "line_orientation_threshold": """ The minimal gain in the GT IoU between the given and reversed line directions to consider the line inverted. Only useful with the 'oriented_lines' parameter """, - 'compare_groups': "Enables or disables annotation group checks", - 'group_match_threshold': """ + "compare_groups": "Enables or disables annotation group checks", + "group_match_threshold": """ Minimal IoU for groups to be considered matching, used when the 'compare_groups' is enabled """, - 'check_covered_annotations': ( + "check_covered_annotations": ( "Check for partially-covered annotations, useful in segmentation tasks" ), - 'object_visibility_threshold': """ + "object_visibility_threshold": """ Minimal visible area percent of the spatial annotations (polygons, masks) for reporting covered annotations, useful with the 'check_covered_annotations' option """, - 'panoptic_comparison': ( + "panoptic_comparison": ( "Use only the visible part of the masks and polygons in comparisons" - ) + ), }.items(): extra_kwargs.setdefault(field_name, {}).setdefault( - 'help_text', textwrap.dedent(help_text.lstrip('\n')) + "help_text", textwrap.dedent(help_text.lstrip("\n")) ) def validate(self, attrs): for k, v in attrs.items(): - if k.endswith('_threshold') or k in ['oks_sigma', 'line_thickness']: + if k.endswith("_threshold") or k in ["oks_sigma", "line_thickness"]: if not 0 <= v <= 1: raise serializers.ValidationError(f"{k} must be in the range [0; 1]") diff --git a/cvat/apps/quality_control/signals.py b/cvat/apps/quality_control/signals.py index 7641594a2292..609e1abe88f2 100644 --- a/cvat/apps/quality_control/signals.py +++ b/cvat/apps/quality_control/signals.py @@ -6,21 +6,21 @@ from django.dispatch import receiver from cvat.apps.engine.models import Annotation, Job, Project, Task - from cvat.apps.quality_control import quality_reports as qc from cvat.apps.quality_control.models import QualitySettings -@receiver(post_save, sender=Job, - dispatch_uid=__name__ + ".save_job-update_quality_metrics") -@receiver(post_save, sender=Task, - dispatch_uid=__name__ + ".save_task-update_quality_metrics") -@receiver(post_save, sender=Project, - dispatch_uid=__name__ + ".save_project-update_quality_metrics") -@receiver(post_save, sender=Annotation, - dispatch_uid=__name__ + ".save_annotation-update_quality_metrics") -@receiver(post_save, sender=QualitySettings, - dispatch_uid=__name__ + ".save_settings-update_quality_metrics") +@receiver(post_save, sender=Job, dispatch_uid=__name__ + ".save_job-update_quality_metrics") +@receiver(post_save, sender=Task, dispatch_uid=__name__ + ".save_task-update_quality_metrics") +@receiver(post_save, sender=Project, dispatch_uid=__name__ + ".save_project-update_quality_metrics") +@receiver( + post_save, sender=Annotation, dispatch_uid=__name__ + ".save_annotation-update_quality_metrics" +) +@receiver( + post_save, + sender=QualitySettings, + dispatch_uid=__name__ + ".save_settings-update_quality_metrics", +) def __save_job__update_quality_metrics(instance, created, **kwargs): tasks = [] @@ -41,10 +41,8 @@ def __save_job__update_quality_metrics(instance, created, **kwargs): qc.QualityReportUpdateManager().schedule_quality_autoupdate_job(task) -@receiver(post_save, sender=Task, - dispatch_uid=__name__ + ".save_task-initialize_quality_settings") -@receiver(post_save, sender=Job, - dispatch_uid=__name__ + ".save_job-initialize_quality_settings") +@receiver(post_save, sender=Task, dispatch_uid=__name__ + ".save_task-initialize_quality_settings") +@receiver(post_save, sender=Job, dispatch_uid=__name__ + ".save_job-initialize_quality_settings") def __save_task__initialize_quality_settings(instance, created, **kwargs): # Initializes default quality settings for the task # this is done in a signal to decouple this component from the engine app diff --git a/cvat/apps/quality_control/urls.py b/cvat/apps/quality_control/urls.py index 34b9c7f417b1..95961393b05c 100644 --- a/cvat/apps/quality_control/urls.py +++ b/cvat/apps/quality_control/urls.py @@ -2,19 +2,17 @@ # # SPDX-License-Identifier: MIT -from django.urls import path, include - +from django.urls import include, path from rest_framework import routers from cvat.apps.quality_control import views - router = routers.DefaultRouter(trailing_slash=False) -router.register('reports', views.QualityReportViewSet, basename='quality_reports') -router.register('conflicts', views.QualityConflictsViewSet, basename='annotation_conflicts') -router.register('settings', views.QualitySettingsViewSet, basename='quality_settings') +router.register("reports", views.QualityReportViewSet, basename="quality_reports") +router.register("conflicts", views.QualityConflictsViewSet, basename="annotation_conflicts") +router.register("settings", views.QualitySettingsViewSet, basename="quality_settings") urlpatterns = [ # entry point for API - path('quality/', include(router.urls)), + path("quality/", include(router.urls)), ] diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index a55a2aacc450..5bed02ba3f34 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -3,87 +3,100 @@ # SPDX-License-Identifier: MIT import textwrap -from django.http import HttpResponse -from django.db.models import Q +from django.db.models import Q +from django.http import HttpResponse from drf_spectacular.types import OpenApiTypes from drf_spectacular.utils import ( - OpenApiParameter, extend_schema_view, extend_schema, OpenApiResponse + OpenApiParameter, + OpenApiResponse, + extend_schema, + extend_schema_view, ) - from rest_framework import mixins, status, viewsets -from rest_framework.response import Response from rest_framework.decorators import action -from rest_framework.exceptions import ValidationError, NotFound +from rest_framework.exceptions import NotFound, ValidationError +from rest_framework.response import Response -from cvat.apps.engine.models import Task from cvat.apps.engine.mixins import PartialUpdateModelMixin +from cvat.apps.engine.models import Task from cvat.apps.engine.utils import get_server_url - +from cvat.apps.iam.permissions import ( + AnnotationConflictPermission, + QualityReportPermission, + QualitySettingPermission, +) from cvat.apps.quality_control import quality_reports as qc from cvat.apps.quality_control.models import ( - AnnotationConflict, QualityReportTarget, QualitySettings, QualityReport + AnnotationConflict, + QualityReport, + QualityReportTarget, + QualitySettings, ) from cvat.apps.quality_control.serializers import ( - AnnotationConflictSerializer, QualitySettingsSerializer, - QualityReportSerializer, QualityReportCreateSerializer -) - -from cvat.apps.iam.permissions import ( - AnnotationConflictPermission, QualityReportPermission, QualitySettingPermission + AnnotationConflictSerializer, + QualityReportCreateSerializer, + QualityReportSerializer, + QualitySettingsSerializer, ) @extend_schema(tags=["quality"]) @extend_schema_view( list=extend_schema( - summary='Method returns a paginated list of annotation conflicts', + summary="Method returns a paginated list of annotation conflicts", parameters=[ # These filters are implemented differently from others - OpenApiParameter('report_id', type=OpenApiTypes.INT, - description='A simple equality filter for report id'), + OpenApiParameter( + "report_id", + type=OpenApiTypes.INT, + description="A simple equality filter for report id", + ), ], responses={ - '200': AnnotationConflictSerializer(many=True), - }), + "200": AnnotationConflictSerializer(many=True), + }, + ), ) class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): - queryset = AnnotationConflict.objects.select_related( - 'report', - 'report__parent', - 'report__job', - 'report__job__segment', - 'report__job__segment__task', - 'report__job__segment__task__organization', - 'report__task', - 'report__task__organization', - ).prefetch_related( - 'annotation_ids', - ).all() + queryset = ( + AnnotationConflict.objects.select_related( + "report", + "report__parent", + "report__job", + "report__job__segment", + "report__job__segment__task", + "report__job__segment__task__organization", + "report__task", + "report__task__organization", + ) + .prefetch_related( + "annotation_ids", + ) + .all() + ) iam_organization_field = [ - 'report__job__segment__task__organization', - 'report__task__organization', + "report__job__segment__task__organization", + "report__task__organization", ] search_fields = [] - filter_fields = list(search_fields) + [ - 'id', 'frame', 'type', 'job_id', 'task_id', 'importance' - ] - simple_filters = set(filter_fields) - {'id'} + filter_fields = list(search_fields) + ["id", "frame", "type", "job_id", "task_id", "importance"] + simple_filters = set(filter_fields) - {"id"} lookup_fields = { - 'job_id': 'report__job__id', - 'task_id': 'report__job__segment__task__id' # task reports do not contain own conflicts + "job_id": "report__job__id", + "task_id": "report__job__segment__task__id", # task reports do not contain own conflicts } ordering_fields = list(filter_fields) - ordering = '-id' + ordering = "-id" serializer_class = AnnotationConflictSerializer def get_queryset(self): queryset = super().get_queryset() - if self.action == 'list': - if report_id := self.request.query_params.get('report_id', None): + if self.action == "list": + if report_id := self.request.query_params.get("report_id", None): # NOTE: This filter is too complex to be implemented by other means, # it has a dependency on the report type try: @@ -111,48 +124,59 @@ def get_queryset(self): @extend_schema(tags=["quality"]) @extend_schema_view( retrieve=extend_schema( - operation_id='quality_retrieve_report', # the default produces the plural - summary='Method returns details of a quality report', + operation_id="quality_retrieve_report", # the default produces the plural + summary="Method returns details of a quality report", responses={ - '200': QualityReportSerializer, - }), + "200": QualityReportSerializer, + }, + ), list=extend_schema( - summary='Method returns a paginated list of quality reports', + summary="Method returns a paginated list of quality reports", parameters=[ # These filters are implemented differently from others - OpenApiParameter('task_id', type=OpenApiTypes.INT, - description='A simple equality filter for task id'), - OpenApiParameter('target', type=OpenApiTypes.STR, - description='A simple equality filter for target'), + OpenApiParameter( + "task_id", type=OpenApiTypes.INT, description="A simple equality filter for task id" + ), + OpenApiParameter( + "target", type=OpenApiTypes.STR, description="A simple equality filter for target" + ), ], responses={ - '200': QualityReportSerializer(many=True), - }), + "200": QualityReportSerializer(many=True), + }, + ), ) -class QualityReportViewSet(viewsets.GenericViewSet, - mixins.ListModelMixin, mixins.RetrieveModelMixin, mixins.CreateModelMixin +class QualityReportViewSet( + viewsets.GenericViewSet, + mixins.ListModelMixin, + mixins.RetrieveModelMixin, + mixins.CreateModelMixin, ): queryset = QualityReport.objects.prefetch_related( - 'job', - 'job__segment', - 'job__segment__task', - 'job__segment__task__organization', - 'task', - 'task__organization', + "job", + "job__segment", + "job__segment__task", + "job__segment__task__organization", + "task", + "task__organization", ).all() - iam_organization_field = ['job__segment__task__organization', 'task__organization'] + iam_organization_field = ["job__segment__task__organization", "task__organization"] search_fields = [] filter_fields = list(search_fields) + [ - 'id', 'job_id', 'created_date', - 'gt_last_updated', 'target_last_updated', 'parent_id' + "id", + "job_id", + "created_date", + "gt_last_updated", + "target_last_updated", + "parent_id", ] - simple_filters = list(set(filter_fields) - { - 'id', 'created_date', 'gt_last_updated', 'target_last_updated' - }) + simple_filters = list( + set(filter_fields) - {"id", "created_date", "gt_last_updated", "target_last_updated"} + ) ordering_fields = list(filter_fields) - ordering = 'id' + ordering = "id" def get_serializer_class(self): # a separate method is required for drf-spectacular to work @@ -161,8 +185,8 @@ def get_serializer_class(self): def get_queryset(self): queryset = super().get_queryset() - if self.action == 'list': - if task_id := self.request.query_params.get('task_id', None): + if self.action == "list": + if task_id := self.request.query_params.get("task_id", None): # NOTE: This filter is too complex to be implemented by other means try: task = Task.objects.get(id=task_id) @@ -178,7 +202,7 @@ def get_queryset(self): perm = QualityReportPermission.create_scope_list(self.request) queryset = perm.filter(queryset) - if target := self.request.query_params.get('target', None): + if target := self.request.query_params.get("target", None): if target == QualityReportTarget.JOB: queryset = queryset.filter(job__isnull=False) elif target == QualityReportTarget.TASK: @@ -186,14 +210,14 @@ def get_queryset(self): else: raise ValidationError( "Unexpected 'target' filter value '{}'. Valid values are: {}".format( - target, - ', '.join(m[0] for m in QualityReportTarget.choices()) + target, ", ".join(m[0] for m in QualityReportTarget.choices()) ) ) return queryset - CREATE_REPORT_RQ_ID_PARAMETER = 'rq_id' + CREATE_REPORT_RQ_ID_PARAMETER = "rq_id" + @extend_schema( operation_id="quality_create_report", summary="Creates a quality report asynchronously and allows to check request status", @@ -201,28 +225,34 @@ def get_queryset(self): OpenApiParameter( CREATE_REPORT_RQ_ID_PARAMETER, type=str, - description=textwrap.dedent("""\ + description=textwrap.dedent( + """\ The report creation request id. Can be specified to check the report creation status. - """), + """ + ), ) ], request=QualityReportCreateSerializer(required=False), responses={ - '201': QualityReportSerializer, - '202': OpenApiResponse( + "201": QualityReportSerializer, + "202": OpenApiResponse( OpenApiTypes.STR, - description=textwrap.dedent("""\ + description=textwrap.dedent( + """\ A quality report request has been enqueued, the request id is returned. The request status can be checked at this endpoint by passing the {} as the query parameter. If the request id is specified, this response means the quality report request is queued or is being processed. - """.format(CREATE_REPORT_RQ_ID_PARAMETER)) + """.format( + CREATE_REPORT_RQ_ID_PARAMETER + ) + ), ), - '400': OpenApiResponse( + "400": OpenApiResponse( description="Invalid or failed request, check the response data for details" - ) - } + ), + }, ) def create(self, request, *args, **kwargs): self.check_permissions(request) @@ -251,9 +281,14 @@ def create(self, request, *args, **kwargs): else: report_manager = qc.QualityReportUpdateManager() rq_job = report_manager.get_quality_check_job(rq_id) - if not rq_job or not QualityReportPermission.create_scope_check_status( - request, job_owner_id=rq_job.meta["user_id"] - ).check_access().allow: + if ( + not rq_job + or not QualityReportPermission.create_scope_check_status( + request, job_owner_id=rq_job.meta["user_id"] + ) + .check_access() + .allow + ): # We should not provide job existence information to unauthorized users raise NotFound("Unknown request id") @@ -274,19 +309,17 @@ def create(self, request, *args, **kwargs): return Response( data=report_serializer.data, status=status.HTTP_201_CREATED, - headers=self.get_success_headers(report_serializer.data) + headers=self.get_success_headers(report_serializer.data), ) @extend_schema( operation_id="quality_retrieve_report_data", summary="Retrieve full contents of the report in JSON format", - responses={ - '200': OpenApiTypes.OBJECT - } + responses={"200": OpenApiTypes.OBJECT}, ) - @action(detail=True, methods=['GET'], url_path='data', serializer_class=None) + @action(detail=True, methods=["GET"], url_path="data", serializer_class=None) def data(self, request, pk): - report = self.get_object() # check permissions + report = self.get_object() # check permissions json_report = qc.prepare_report_for_downloading(report, host=get_server_url(request)) return HttpResponse(json_report.encode()) @@ -294,41 +327,47 @@ def data(self, request, pk): @extend_schema(tags=["quality"]) @extend_schema_view( list=extend_schema( - summary='Method returns a paginated list of quality settings', + summary="Method returns a paginated list of quality settings", responses={ - '200': QualitySettingsSerializer(many=True), - }), + "200": QualitySettingsSerializer(many=True), + }, + ), retrieve=extend_schema( - summary='Method returns details of quality settings', + summary="Method returns details of quality settings", responses={ - '200': QualitySettingsSerializer, - }), + "200": QualitySettingsSerializer, + }, + ), partial_update=extend_schema( - summary='Methods does a partial update of chosen fields in the quality settings instance', + summary="Methods does a partial update of chosen fields in the quality settings instance", request=QualitySettingsSerializer(partial=True), responses={ - '200': QualitySettingsSerializer, - }) + "200": QualitySettingsSerializer, + }, + ), ) -class QualitySettingsViewSet(viewsets.GenericViewSet, - mixins.ListModelMixin, mixins.RetrieveModelMixin, PartialUpdateModelMixin +class QualitySettingsViewSet( + viewsets.GenericViewSet, + mixins.ListModelMixin, + mixins.RetrieveModelMixin, + PartialUpdateModelMixin, ): - queryset = QualitySettings.objects.select_related('task', 'task__organization').all() + queryset = QualitySettings.objects.select_related("task", "task__organization").all() - iam_organization_field = 'task__organization' + iam_organization_field = "task__organization" search_fields = [] - filter_fields = ['id', 'task_id'] - simple_filters = ['task_id'] - ordering_fields = ['id'] - ordering = 'id' + filter_fields = ["id", "task_id"] + simple_filters = ["task_id"] + ordering_fields = ["id"] + ordering = "id" serializer_class = QualitySettingsSerializer def get_queryset(self): queryset = super().get_queryset() - if self.action == 'list': + if self.action == "list": permissions = QualitySettingPermission.create_scope_list(self.request) queryset = permissions.filter(queryset) diff --git a/dev/format_python_code.sh b/dev/format_python_code.sh index 775bce7f0ba6..e31a712011c4 100755 --- a/dev/format_python_code.sh +++ b/dev/format_python_code.sh @@ -17,7 +17,7 @@ fi # The commands must be run on each module directory separately, # otherwise tools confuse the "current" module -for paths in "cvat-sdk" "cvat-cli" "tests/python/"; do +for paths in "cvat-sdk" "cvat-cli" "tests/python/" "cvat/apps/quality_control"; do ${BLACK} -- ${paths} ${ISORT} -- ${paths} done From b66a296f3fe7d5a6e8bd853aa9e03502f8dd3516 Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 6 Jun 2023 13:46:38 +0300 Subject: [PATCH 229/257] renamed `frame_meta` to `frameMeta` --- cvat-core/src/frames.ts | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat-core/src/frames.ts b/cvat-core/src/frames.ts index 0efd8705cfaa..1296aabd33b3 100644 --- a/cvat-core/src/frames.ts +++ b/cvat-core/src/frames.ts @@ -317,19 +317,19 @@ FrameData.prototype.data.implementation = async function (onServerRequest) { function getFrameMeta(jobID, frame): FramesMetaData['frames'][0] { const { meta, mode, startFrame } = frameDataCache[jobID]; - let frame_meta = null; + let frameMeta = null; if (mode === 'interpolation') { - [frame_meta] = meta.frames; + [frameMeta] = meta.frames; } else if (mode === 'annotation') { if (frame > meta.stop_frame) { throw new ArgumentError(`Meta information about frame ${frame} can't be received from the server`); } - frame_meta = meta.frames[frame - startFrame]; + frameMeta = meta.frames[frame - startFrame]; } else { throw new DataError(`Invalid mode is specified ${mode}`); } - return frame_meta; + return frameMeta; } class FrameBuffer { From e4bd9601f4de812a8e265b0f51cd59e84ba32b7e Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Tue, 6 Jun 2023 14:02:37 +0300 Subject: [PATCH 230/257] Fix python linters --- .../apps/quality_control/migrations/0001_initial.py | 1 - cvat/apps/quality_control/quality_reports.py | 6 +++--- cvat/requirements/development.in | 3 ++- cvat/requirements/development.txt | 13 +++++++++++-- 4 files changed, 16 insertions(+), 7 deletions(-) diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 6c4326257e67..3d362dd220af 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -5,7 +5,6 @@ class Migration(migrations.Migration): - initial = True dependencies = [ diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 4b7e9fb91e55..ad226be2b748 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -1187,10 +1187,10 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: b_extra = [ia_b for i_b in b_extra for ia_b in b_instances[i_b]] if self.return_distances: - for (i_a, i_b) in list(distances.keys()): + for i_a, i_b in list(distances.keys()): dist = distances.pop((i_a, i_b)) - for (ia_a, ia_b) in itertools.product(a_instances[i_a], b_instances[i_b]): + for ia_a, ia_b in itertools.product(a_instances[i_a], b_instances[i_b]): distances[(id(ia_a), id(ia_b))] = dist returned_values = (matched, mismatched, a_extra, b_extra) @@ -1387,7 +1387,7 @@ def match_skeletons(self, item_a, item_b): # Map points back to skeletons if self.return_distances: - for (p_a_id, p_b_id) in list(distances.keys()): + for p_a_id, p_b_id in list(distances.keys()): dist = distances.pop((p_a_id, p_b_id)) distances[(id(points_map[p_a_id]), id(points_map[p_b_id]))] = dist diff --git a/cvat/requirements/development.in b/cvat/requirements/development.in index 4866d90a1895..66ce788b1c9f 100644 --- a/cvat/requirements/development.in +++ b/cvat/requirements/development.in @@ -6,4 +6,5 @@ pylint-plugin-utils==0.7 rope==0.17.0 django-extensions==3.0.8 snakeviz==2.1.0 -django-silk==5.0.3 \ No newline at end of file +django-silk==5.0.3 +black==23.3.0 \ No newline at end of file diff --git a/cvat/requirements/development.txt b/cvat/requirements/development.txt index 687c2b65ffe3..65019acf8a51 100644 --- a/cvat/requirements/development.txt +++ b/cvat/requirements/development.txt @@ -1,4 +1,4 @@ -# SHA1:4ea6010ac7e1df247f335663badaef30aabd8a11 +# SHA1:c976e8cb5c96afe9ebe284d9b4dcf8019f55140e # # This file is autogenerated by pip-compile-multi # To update, run: @@ -12,6 +12,8 @@ astroid==2.11.7 # via pylint autopep8==2.0.2 # via django-silk +black==23.3.0 + # via -r cvat/requirements/development.in dill==0.3.6 # via pylint django-extensions==3.0.8 @@ -26,8 +28,14 @@ lazy-object-proxy==1.9.0 # via astroid mccabe==0.7.0 # via pylint +mypy-extensions==1.0.0 + # via black +pathspec==0.11.1 + # via black platformdirs==3.5.1 - # via pylint + # via + # black + # pylint pycodestyle==2.10.0 # via autopep8 pylint==2.14.5 @@ -48,6 +56,7 @@ snakeviz==2.1.0 tomli==2.0.1 # via # autopep8 + # black # pylint tomlkit==0.11.8 # via pylint From 05b9fa0913038f2b6d70f6f6f268af13cabe268b Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 15:59:27 +0300 Subject: [PATCH 231/257] Remove query params with no values from schema --- cvat/apps/engine/filters.py | 12 ++++++------ cvat/schema.yml | 37 ------------------------------------- 2 files changed, 6 insertions(+), 43 deletions(-) diff --git a/cvat/apps/engine/filters.py b/cvat/apps/engine/filters.py index 9a2f9c32db6f..1a46cdf2dbed 100644 --- a/cvat/apps/engine/filters.py +++ b/cvat/apps/engine/filters.py @@ -58,7 +58,7 @@ def get_schema_fields(self, view): description=force_str(full_description) ) ) - ] + ] if search_fields else [] def get_schema_operation_parameters(self, view): search_fields = getattr(view, 'search_fields', []) @@ -73,7 +73,7 @@ def get_schema_operation_parameters(self, view): 'schema': { 'type': 'string', }, - }] + }] if search_fields else [] class OrderingFilter(filters.OrderingFilter): ordering_param = 'sort' @@ -113,7 +113,7 @@ def get_schema_fields(self, view): description=force_str(full_description) ) ) - ] + ] if ordering_fields else [] def get_schema_operation_parameters(self, view): ordering_fields = getattr(view, 'ordering_fields', []) @@ -128,7 +128,7 @@ def get_schema_operation_parameters(self, view): 'schema': { 'type': 'string', }, - }] + }] if ordering_fields else [] class JsonLogicFilter(filters.BaseFilterBackend): Rules = Dict[str, Any] @@ -219,7 +219,7 @@ def get_schema_fields(self, view): description=force_str(full_description) ) ) - ] + ] if filter_fields else [] def get_schema_operation_parameters(self, view): filter_fields = getattr(view, 'filter_fields', []) @@ -235,7 +235,7 @@ def get_schema_operation_parameters(self, view): 'type': 'string', }, }, - ] + ] if filter_fields else [] def _get_lookup_fields(self, view): return get_lookup_fields(view) diff --git a/cvat/schema.yml b/cvat/schema.yml index 3e1812e6f2d0..3df89f047a53 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3488,12 +3488,6 @@ paths: schema: type: integer description: A simple equality filter for report id - - name: search - required: false - in: query - description: 'A search term. Available search_fields: []' - schema: - type: string - name: sort required: false in: query @@ -3584,12 +3578,6 @@ paths: description: A simple equality filter for the parent_id field schema: type: integer - - name: search - required: false - in: query - description: 'A search term. Available search_fields: []' - schema: - type: string - name: sort required: false in: query @@ -3758,12 +3746,6 @@ paths: description: Number of results to return per page. schema: type: integer - - name: search - required: false - in: query - description: 'A search term. Available search_fields: []' - schema: - type: string - name: sort required: false in: query @@ -5437,12 +5419,6 @@ paths: operationId: webhooks_list_deliveries summary: Method return a list of deliveries for a specific webhook parameters: - - name: filter - required: false - in: query - description: 'A filter term. Available filter_fields: None' - schema: - type: string - in: path name: id schema: @@ -5461,19 +5437,6 @@ paths: description: Number of results to return per page. schema: type: integer - - name: search - required: false - in: query - description: 'A search term. Available search_fields: None' - schema: - type: string - - name: sort - required: false - in: query - description: 'Which field to use when ordering the results. Available ordering_fields: - None' - schema: - type: string tags: - webhooks security: From ee3891f3d6c9a36a14ff6428c3931b62a9634161 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 16:52:49 +0300 Subject: [PATCH 232/257] Improve some descriptions in api --- cvat/apps/engine/serializers.py | 15 ++++++++------- cvat/apps/quality_control/serializers.py | 1 + cvat/apps/quality_control/views.py | 4 ++-- cvat/schema.yml | 11 +++++++---- 4 files changed, 18 insertions(+), 13 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 8a04d12d0a73..960251e393c6 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -584,7 +584,7 @@ class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): frame_selection_method = serializers.ChoiceField( choices=models.JobFrameSelectionMethod.choices(), required=False) - count = serializers.IntegerField(min_value=0, required=False, + frame_count = serializers.IntegerField(min_value=0, required=False, help_text=textwrap.dedent("""\ The number of frames included in the job. Applicable only to the random frame selection @@ -593,7 +593,8 @@ class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): help_text=textwrap.dedent("""\ The seed value for the random number generator. The same value will produce the same frame sets. - Applicable only to the random frame selection + Applicable only to the random frame selection. + By default, a random value is used. """)) frames = serializers.ListField(child=serializers.IntegerField(min_value=0), @@ -603,7 +604,7 @@ class JobWriteSerializer(WriteOnceMixin, serializers.ModelSerializer): class Meta: model = models.Job - random_selection_params = ('count', 'seed',) + random_selection_params = ('frame_count', 'seed',) manual_selection_params = ('frames',) write_once_fields = ('type', 'task_id', 'frame_selection_method',) \ + random_selection_params + manual_selection_params @@ -633,10 +634,10 @@ def create(self, validated_data): frame_selection_method = validated_data.pop("frame_selection_method", None) if frame_selection_method == models.JobFrameSelectionMethod.RANDOM_UNIFORM: - count = validated_data.pop("count") - if size <= count: + frame_count = validated_data.pop("frame_count") + if size <= frame_count: raise serializers.ValidationError( - f"The number of frames requested ({count}) must be lesser than " + f"The number of frames requested ({frame_count}) must be lesser than " f"the number of the task frames ({size})" ) @@ -647,7 +648,7 @@ def create(self, validated_data): from numpy import random rng = random.Generator(random.MT19937(seed=seed)) frames = rng.choice( - list(valid_frame_ids), size=count, shuffle=False, replace=False + list(valid_frame_ids), size=frame_count, shuffle=False, replace=False ).tolist() elif frame_selection_method == models.JobFrameSelectionMethod.MANUAL: frames = validated_data.pop("frames") diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 874f7684d6e6..3e4132b24bd8 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -133,6 +133,7 @@ class Meta: "panoptic_comparison": ( "Use only the visible part of the masks and polygons in comparisons" ), + "compare_attributes": "Enables or disables annotation attribute comparison", }.items(): extra_kwargs.setdefault(field_name, {}).setdefault( "help_text", textwrap.dedent(help_text.lstrip("\n")) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 5bed02ba3f34..eeda311c1813 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -327,13 +327,13 @@ def data(self, request, pk): @extend_schema(tags=["quality"]) @extend_schema_view( list=extend_schema( - summary="Method returns a paginated list of quality settings", + summary="Method returns a paginated list of quality settings instances", responses={ "200": QualitySettingsSerializer(many=True), }, ), retrieve=extend_schema( - summary="Method returns details of quality settings", + summary="Method returns details of the quality settings instance", responses={ "200": QualitySettingsSerializer, }, diff --git a/cvat/schema.yml b/cvat/schema.yml index 3df89f047a53..00775d50ac4a 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3711,7 +3711,7 @@ paths: /api/quality/settings: get: operationId: quality_list_settings - summary: Method returns a paginated list of quality settings + summary: Method returns a paginated list of quality settings instances parameters: - name: X-Organization in: header @@ -3776,7 +3776,7 @@ paths: /api/quality/settings/{id}: get: operationId: quality_retrieve_settings - summary: Method returns details of quality settings + summary: Method returns details of the quality settings instance parameters: - in: path name: id @@ -6758,7 +6758,7 @@ components: type: integer frame_selection_method: $ref: '#/components/schemas/FrameSelectionMethodEnum' - count: + frame_count: type: integer minimum: 0 description: | @@ -6770,7 +6770,8 @@ components: description: | The seed value for the random number generator. The same value will produce the same frame sets. - Applicable only to the random frame selection + Applicable only to the random frame selection. + By default, a random value is used. frames: type: array items: @@ -7889,6 +7890,7 @@ components: description: Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean + description: Enables or disables annotation attribute comparison PatchedTaskWriteRequest: type: object properties: @@ -8298,6 +8300,7 @@ components: description: Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean + description: Enables or disables annotation attribute comparison RegisterSerializerEx: type: object properties: From 87782cc34d0fa79080842a3447fd79b3a51b79c5 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 17:06:12 +0300 Subject: [PATCH 233/257] Rename importance to severity --- cvat/apps/engine/serializers.py | 2 +- .../migrations/0001_initial.py | 2 +- cvat/apps/quality_control/models.py | 4 +- cvat/apps/quality_control/quality_reports.py | 28 +++---- cvat/apps/quality_control/serializers.py | 2 +- cvat/apps/quality_control/views.py | 6 +- cvat/schema.yml | 41 +++++----- tests/python/rest_api/test_quality_control.py | 2 +- tests/python/shared/assets/cvat_db/data.json | 78 +++++++++---------- .../shared/assets/quality_conflicts.json | 74 +++++++++--------- 10 files changed, 121 insertions(+), 118 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 960251e393c6..57c29d1a8d3f 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -781,7 +781,7 @@ class RqStatusSerializer(serializers.Serializer): progress = serializers.FloatField(max_value=100, default=0) class RqIdSerializer(serializers.Serializer): - rq_id = serializers.CharField() + rq_id = serializers.CharField(help_text="Request id") class JobFiles(serializers.ListField): diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 3d362dd220af..4ca79e292c53 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -39,7 +39,7 @@ class Migration(migrations.Migration): ), ), ( - "importance", + "severity", models.CharField( choices=[("warning", "WARNING"), ("error", "ERROR")], max_length=32 ), diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 3cfea3d482b6..2e7003f8e88a 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -33,7 +33,7 @@ def choices(cls): return tuple((x.value, x.name) for x in cls) -class AnnotationConflictImportance(str, Enum): +class AnnotationConflictSeverity(str, Enum): WARNING = "warning" ERROR = "error" @@ -138,7 +138,7 @@ class AnnotationConflict(models.Model): report = models.ForeignKey(QualityReport, on_delete=models.CASCADE, related_name="conflicts") frame = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationConflictType.choices()) - importance = models.CharField(max_length=32, choices=AnnotationConflictImportance.choices()) + severity = models.CharField(max_length=32, choices=AnnotationConflictSeverity.choices()) annotation_ids: Sequence[AnnotationId] diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index ad226be2b748..bb84e0d2999a 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -46,7 +46,7 @@ from cvat.apps.profiler import silk_profile from cvat.apps.quality_control import models from cvat.apps.quality_control.models import ( - AnnotationConflictImportance, + AnnotationConflictSeverity, AnnotationConflictType, AnnotationType, ) @@ -107,13 +107,13 @@ class AnnotationConflict(_Serializable): annotation_ids: List[AnnotationId] @property - def importance(self) -> AnnotationConflictImportance: + def severity(self) -> AnnotationConflictSeverity: if self.type in [ AnnotationConflictType.MISSING_ANNOTATION, AnnotationConflictType.EXTRA_ANNOTATION, AnnotationConflictType.MISMATCHING_LABEL, ]: - importance = AnnotationConflictImportance.ERROR + severity = AnnotationConflictSeverity.ERROR elif self.type in [ AnnotationConflictType.LOW_OVERLAP, AnnotationConflictType.MISMATCHING_ATTRIBUTES, @@ -121,20 +121,20 @@ def importance(self) -> AnnotationConflictImportance: AnnotationConflictType.MISMATCHING_GROUPS, AnnotationConflictType.COVERED_ANNOTATION, ]: - importance = AnnotationConflictImportance.WARNING + severity = AnnotationConflictSeverity.WARNING else: assert False - return importance + return severity def _value_serializer(self, v): - if isinstance(v, (AnnotationConflictType, AnnotationConflictImportance)): + if isinstance(v, (AnnotationConflictType, AnnotationConflictSeverity)): return str(v) else: return super()._value_serializer(v) def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dict: - return super()._fields_dict(include_properties=include_properties or ["importance"]) + return super()._fields_dict(include_properties=include_properties or ["severity"]) @classmethod def from_dict(cls, d: dict): @@ -444,13 +444,13 @@ def conflict_count(self) -> int: @cached_property def warning_count(self) -> int: return len( - [c for c in self.conflicts if c.importance == AnnotationConflictImportance.WARNING] + [c for c in self.conflicts if c.severity == AnnotationConflictSeverity.WARNING] ) @cached_property def error_count(self) -> int: return len( - [c for c in self.conflicts if c.importance == AnnotationConflictImportance.ERROR] + [c for c in self.conflicts if c.severity == AnnotationConflictSeverity.ERROR] ) @cached_property @@ -2027,10 +2027,10 @@ def generate_report(self) -> ComparisonReport: frames=intersection_frames, conflict_count=len(conflicts), warning_count=len( - [c for c in conflicts if c.importance == AnnotationConflictImportance.WARNING] + [c for c in conflicts if c.severity == AnnotationConflictSeverity.WARNING] ), error_count=len( - [c for c in conflicts if c.importance == AnnotationConflictImportance.ERROR] + [c for c in conflicts if c.severity == AnnotationConflictSeverity.ERROR] ), conflicts_by_type=Counter(c.type for c in conflicts), annotations=ComparisonReportAnnotationsSummary( @@ -2396,14 +2396,14 @@ def _compute_task_report( [ c for c in task_conflicts - if c.importance == AnnotationConflictImportance.WARNING + if c.severity == AnnotationConflictSeverity.WARNING ] ), error_count=len( [ c for c in task_conflicts - if c.importance == AnnotationConflictImportance.ERROR + if c.severity == AnnotationConflictSeverity.ERROR ] ), conflicts_by_type=Counter(c.type for c in task_conflicts), @@ -2450,7 +2450,7 @@ def _save_reports(self, *, task_report: Dict, job_reports: List[Dict]) -> models report=db_report, type=conflict["type"], frame=conflict["frame_id"], - importance=conflict["importance"], + severity=conflict["severity"], ) db_conflicts.append(db_conflict) diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 3e4132b24bd8..8fbf9f097027 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -21,7 +21,7 @@ class AnnotationConflictSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationConflict - fields = ("id", "frame", "type", "annotation_ids", "report_id", "importance") + fields = ("id", "frame", "type", "annotation_ids", "report_id", "severity") read_only_fields = fields diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index eeda311c1813..17a20a79d47c 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -20,6 +20,7 @@ from cvat.apps.engine.mixins import PartialUpdateModelMixin from cvat.apps.engine.models import Task +from cvat.apps.engine.serializers import RqIdSerializer from cvat.apps.engine.utils import get_server_url from cvat.apps.iam.permissions import ( AnnotationConflictPermission, @@ -82,7 +83,7 @@ class QualityConflictsViewSet(viewsets.GenericViewSet, mixins.ListModelMixin): ] search_fields = [] - filter_fields = list(search_fields) + ["id", "frame", "type", "job_id", "task_id", "importance"] + filter_fields = list(search_fields) + ["id", "frame", "type", "job_id", "task_id", "severity"] simple_filters = set(filter_fields) - {"id"} lookup_fields = { "job_id": "report__job__id", @@ -274,7 +275,8 @@ def create(self, request, *args, **kwargs): rq_id = qc.QualityReportUpdateManager().schedule_quality_check_job( task, user_id=request.user.id ) - return HttpResponse(rq_id, status=status.HTTP_202_ACCEPTED) + serializer = RqIdSerializer(data={"rq_id": rq_id}) + return HttpResponse(serializer.data, status=status.HTTP_202_ACCEPTED) except qc.QualityReportUpdateManager.QualityReportsNotAvailable as ex: raise ValidationError(str(ex)) diff --git a/cvat/schema.yml b/cvat/schema.yml index 00775d50ac4a..f0c153a255f8 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3440,7 +3440,7 @@ paths: required: false in: query description: 'A filter term. Available filter_fields: [''id'', ''frame'', - ''type'', ''job_id'', ''task_id'', ''importance'']' + ''type'', ''job_id'', ''task_id'', ''severity'']' schema: type: string - name: frame @@ -3448,14 +3448,6 @@ paths: description: A simple equality filter for the frame field schema: type: integer - - name: importance - in: query - description: A simple equality filter for the importance field - schema: - type: string - enum: - - warning - - error - name: job_id in: query description: A simple equality filter for the job_id field @@ -3488,11 +3480,19 @@ paths: schema: type: integer description: A simple equality filter for report id + - name: severity + in: query + description: A simple equality filter for the severity field + schema: + type: string + enum: + - warning + - error - name: sort required: false in: query description: 'Which field to use when ordering the results. Available ordering_fields: - [''id'', ''frame'', ''type'', ''job_id'', ''task_id'', ''importance'']' + [''id'', ''frame'', ''type'', ''job_id'', ''task_id'', ''severity'']' schema: type: string - name: task_id @@ -5601,9 +5601,9 @@ components: report_id: type: integer readOnly: true - importance: + severity: allOf: - - $ref: '#/components/schemas/ImportanceEnum' + - $ref: '#/components/schemas/SeverityEnum' readOnly: true required: - annotation_ids @@ -6481,14 +6481,6 @@ components: description: |- * `random_uniform` - RANDOM_UNIFORM * `manual` - MANUAL - ImportanceEnum: - enum: - - warning - - error - type: string - description: |- - * `warning` - WARNING - * `error` - ERROR InputTypeEnum: enum: - checkbox @@ -8369,6 +8361,7 @@ components: properties: rq_id: type: string + description: Request id required: - rq_id RqStatus: @@ -8398,6 +8391,14 @@ components: * `Started` - Started * `Finished` - Finished * `Failed` - Failed + SeverityEnum: + enum: + - warning + - error + type: string + description: |- + * `warning` - WARNING + * `error` - ERROR ShapeType: enum: - rectangle diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 97605381afdb..be8376a77cf0 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -712,7 +712,7 @@ def _get_field_samples(self, field: str) -> Tuple[Any, List[Dict[str, Any]]]: @pytest.mark.parametrize( "field", - ("report_id", "importance", "type", "frame", "job_id", "task_id", "org_id"), + ("report_id", "severity", "type", "frame", "job_id", "task_id", "org_id"), ) def test_can_use_simple_filter_for_object_list(self, field): return super().test_can_use_simple_filter_for_object_list(field) diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index d69114f44aa0..c0523ed4406a 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -10255,7 +10255,7 @@ "created_date": "2023-05-26T16:25:36.613Z", "target_last_updated": "2023-05-26T16:17:02.635Z", "gt_last_updated": "2023-05-26T16:16:50.630Z", - "data": "{\n \"parameters\": {\n \"included_annotation_types\": [\n \"bbox\",\n \"points\",\n \"mask\",\n \"polygon\",\n \"polyline\",\n \"skeleton\"\n ],\n \"compare_attributes\": true,\n \"ignored_attributes\": [],\n \"iou_threshold\": 0.4,\n \"low_overlap_threshold\": 0.8,\n \"oks_sigma\": 0.09,\n \"line_thickness\": 0.01,\n \"oriented_lines\": true,\n \"line_orientation_threshold\": 0.1,\n \"compare_groups\": true,\n \"group_match_threshold\": 0.5,\n \"check_covered_annotations\": true,\n \"object_visibility_threshold\": 0.05,\n \"panoptic_comparison\": true\n },\n \"comparison_summary\": {\n \"frame_share_percent\": 27.27272727272727,\n \"frames\": [\n 0,\n 1,\n 2\n ],\n \"conflict_count\": 37,\n \"warning_count\": 15,\n \"error_count\": 22,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 9,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n },\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 8,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.6774193548387096,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.5384615384615384,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.4883720930232558,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.6363636363636364\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"mean_iou\": 0.1773115335759765,\n \"accuracy\": 0.5581395348837209\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"frame_count\": 3,\n \"mean_conflict_count\": 12.333333333333334\n },\n \"frame_results\": {\n \"0\": {\n \"conflicts\": [\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 91,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 118,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 88,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 102,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 68,\n \"job_id\": 27,\n \"type\": \"polygon\"\n },\n {\n \"obj_id\": 98,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 92,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 107,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 121,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 122,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 70,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 76,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 93,\n \"job_id\": 27,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 74,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 95,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 73,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 96,\n \"job_id\": 27,\n \"type\": \"ellipse\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 64,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 66,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 94,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 89,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 123,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 92,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n },\n {\n \"obj_id\": 97,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"importance\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_direction\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"covered_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_attributes\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 82,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 103,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 81,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 104,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 83,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 105,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 87,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 106,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 80,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 111,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 77,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 114,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"importance\": \"warning\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 2,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.84,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.6363636363636364,\n 0.0\n ],\n \"axes\": {\n 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\"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 81,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 104,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 83,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 105,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 87,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 106,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 80,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 111,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 77,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 114,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 2,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.84,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.6363636363636364,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.5675675675675675,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.7777777777777778\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"mean_iou\": 0.5319346007279295,\n \"accuracy\": 0.6486486486486487\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"conflict_count\": 31,\n \"warning_count\": 15,\n \"error_count\": 16,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 3,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n }\n },\n \"1\": {\n \"conflicts\": [\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 130,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 128,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 124,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 125,\n \"job_id\": 28,\n \"type\": \"ellipse\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 127,\n \"job_id\": 28,\n \"type\": \"mask\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 129,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"error\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 6,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"mean_iou\": 0.0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 6,\n \"warning_count\": 0,\n \"error_count\": 6,\n \"conflicts_by_type\": {\n \"missing_annotation\": 6\n }\n },\n \"2\": {\n \"conflicts\": [],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"mean_iou\": 0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 0,\n \"warning_count\": 0,\n \"error_count\": 0,\n \"conflicts_by_type\": {}\n }\n }\n}\n" } }, { @@ -10278,7 +10278,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10288,7 +10288,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10298,7 +10298,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10308,7 +10308,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10318,7 +10318,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10328,7 +10328,7 @@ "report": 2, "frame": 0, "type": "low_overlap", - "importance": "warning" + "severity": "warning" } }, { @@ -10338,7 +10338,7 @@ "report": 2, "frame": 0, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10348,7 +10348,7 @@ "report": 2, "frame": 0, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10358,7 +10358,7 @@ "report": 2, "frame": 0, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10368,7 +10368,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10378,7 +10378,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10388,7 +10388,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10398,7 +10398,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10408,7 +10408,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10418,7 +10418,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10428,7 +10428,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10438,7 +10438,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10448,7 +10448,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10458,7 +10458,7 @@ "report": 2, "frame": 0, "type": "extra_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10468,7 +10468,7 @@ "report": 2, "frame": 0, "type": "mismatching_label", - "importance": "error" + "severity": "error" } }, { @@ -10478,7 +10478,7 @@ "report": 2, "frame": 0, "type": "mismatching_label", - "importance": "error" + "severity": "error" } }, { @@ -10488,7 +10488,7 @@ "report": 2, "frame": 0, "type": "mismatching_label", - "importance": "error" + "severity": "error" } }, { @@ -10498,7 +10498,7 @@ "report": 2, "frame": 0, "type": "mismatching_direction", - "importance": "warning" + "severity": "warning" } }, { @@ -10508,7 +10508,7 @@ "report": 2, "frame": 0, "type": "covered_annotation", - "importance": "warning" + "severity": "warning" } }, { @@ -10518,7 +10518,7 @@ "report": 2, "frame": 0, "type": "mismatching_attributes", - "importance": "warning" + "severity": "warning" } }, { @@ -10528,7 +10528,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10538,7 +10538,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10548,7 +10548,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10558,7 +10558,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10568,7 +10568,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10578,7 +10578,7 @@ "report": 2, "frame": 0, "type": "mismatching_groups", - "importance": "warning" + "severity": "warning" } }, { @@ -10588,7 +10588,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10598,7 +10598,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10608,7 +10608,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10618,7 +10618,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10628,7 +10628,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { @@ -10638,7 +10638,7 @@ "report": 2, "frame": 1, "type": "missing_annotation", - "importance": "error" + "severity": "error" } }, { diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json index c116140f511f..7244849f9c57 100644 --- a/tests/python/shared/assets/quality_conflicts.json +++ b/tests/python/shared/assets/quality_conflicts.json @@ -13,7 +13,7 @@ ], "frame": 1, "id": 37, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -27,7 +27,7 @@ ], "frame": 1, "id": 36, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -41,7 +41,7 @@ ], "frame": 1, "id": 35, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -55,7 +55,7 @@ ], "frame": 1, "id": 34, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -69,7 +69,7 @@ ], "frame": 1, "id": 33, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -83,7 +83,7 @@ ], "frame": 1, "id": 32, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -102,7 +102,7 @@ ], "frame": 0, "id": 31, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -121,7 +121,7 @@ ], "frame": 0, "id": 30, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -140,7 +140,7 @@ ], "frame": 0, "id": 29, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -159,7 +159,7 @@ ], "frame": 0, "id": 28, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -178,7 +178,7 @@ ], "frame": 0, "id": 27, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -197,7 +197,7 @@ ], "frame": 0, "id": 26, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_groups" }, @@ -216,7 +216,7 @@ ], "frame": 0, "id": 25, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_attributes" }, @@ -230,7 +230,7 @@ ], "frame": 0, "id": 24, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "covered_annotation" }, @@ -249,7 +249,7 @@ ], "frame": 0, "id": 23, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "mismatching_direction" }, @@ -268,7 +268,7 @@ ], "frame": 0, "id": 22, - "importance": "error", + "severity": "error", "report_id": 2, "type": "mismatching_label" }, @@ -287,7 +287,7 @@ ], "frame": 0, "id": 21, - "importance": "error", + "severity": "error", "report_id": 2, "type": "mismatching_label" }, @@ -306,7 +306,7 @@ ], "frame": 0, "id": 20, - "importance": "error", + "severity": "error", "report_id": 2, "type": "mismatching_label" }, @@ -320,7 +320,7 @@ ], "frame": 0, "id": 19, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -334,7 +334,7 @@ ], "frame": 0, "id": 18, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -348,7 +348,7 @@ ], "frame": 0, "id": 17, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -362,7 +362,7 @@ ], "frame": 0, "id": 16, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -376,7 +376,7 @@ ], "frame": 0, "id": 15, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -390,7 +390,7 @@ ], "frame": 0, "id": 14, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -404,7 +404,7 @@ ], "frame": 0, "id": 13, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -418,7 +418,7 @@ ], "frame": 0, "id": 12, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -432,7 +432,7 @@ ], "frame": 0, "id": 11, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -446,7 +446,7 @@ ], "frame": 0, "id": 10, - "importance": "error", + "severity": "error", "report_id": 2, "type": "extra_annotation" }, @@ -460,7 +460,7 @@ ], "frame": 0, "id": 9, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -474,7 +474,7 @@ ], "frame": 0, "id": 8, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -488,7 +488,7 @@ ], "frame": 0, "id": 7, - "importance": "error", + "severity": "error", "report_id": 2, "type": "missing_annotation" }, @@ -507,7 +507,7 @@ ], "frame": 0, "id": 6, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" }, @@ -526,7 +526,7 @@ ], "frame": 0, "id": 5, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" }, @@ -545,7 +545,7 @@ ], "frame": 0, "id": 4, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" }, @@ -564,7 +564,7 @@ ], "frame": 0, "id": 3, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" }, @@ -583,7 +583,7 @@ ], "frame": 0, "id": 2, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" }, @@ -602,7 +602,7 @@ ], "frame": 0, "id": 1, - "importance": "warning", + "severity": "warning", "report_id": 2, "type": "low_overlap" } From cf4a4f3e16f53ef23650b7e10014212f2fa3f3bc Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 17:16:48 +0300 Subject: [PATCH 234/257] Update some descriptions --- cvat/apps/quality_control/serializers.py | 28 ++++++++--------- cvat/schema.yml | 40 +++++++++++++----------- 2 files changed, 36 insertions(+), 32 deletions(-) diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 8fbf9f097027..6ba022233b4c 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -98,9 +98,9 @@ class Meta: for field_name, help_text in { "iou_threshold": "Used for distinction between matched / unmatched shapes", - "low_overlap_threshold": ( - "Used for distinction between strong / weak (low_overlap) matches" - ), + "low_overlap_threshold": """ + Used for distinction between strong / weak (low_overlap) matches + """, "oks_sigma": """ Like IoU threshold, but for points. The percent of the bbox area, used as the radius of the circle around the GT point, @@ -115,24 +115,24 @@ class Meta: "oriented_lines": "Indicates that polylines have direction", "line_orientation_threshold": """ The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only useful with the 'oriented_lines' parameter + to consider the line inverted. Only used when the 'oriented_lines' parameter is true """, "compare_groups": "Enables or disables annotation group checks", "group_match_threshold": """ - Minimal IoU for groups to be considered matching, - used when the 'compare_groups' is enabled + Minimal IoU for groups to be considered matching. + Only used when the 'compare_groups' parameter is true + """, + "check_covered_annotations": """ + Check for partially-covered annotations, useful in segmentation tasks """, - "check_covered_annotations": ( - "Check for partially-covered annotations, useful in segmentation tasks" - ), "object_visibility_threshold": """ Minimal visible area percent of the spatial annotations (polygons, masks) - for reporting covered annotations, - useful with the 'check_covered_annotations' option + for reporting covered annotations. + Only used when the 'object_visibility_threshold' parameter is true + """, + "panoptic_comparison": """ + Use only the visible part of the masks and polygons in comparisons """, - "panoptic_comparison": ( - "Use only the visible part of the masks and polygons in comparisons" - ), "compare_attributes": "Enables or disables annotation attribute comparison", }.items(): extra_kwargs.setdefault(field_name, {}).setdefault( diff --git a/cvat/schema.yml b/cvat/schema.yml index f0c153a255f8..fd1713f2c579 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7847,7 +7847,8 @@ components: low_overlap_threshold: type: number format: double - description: Used for distinction between strong / weak (low_overlap) matches + description: | + Used for distinction between strong / weak (low_overlap) matches oriented_lines: type: boolean description: Indicates that polylines have direction @@ -7856,7 +7857,7 @@ components: format: double description: | The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only useful with the 'oriented_lines' parameter + to consider the line inverted. Only used when the 'oriented_lines' parameter is true compare_groups: type: boolean description: Enables or disables annotation group checks @@ -7864,22 +7865,23 @@ components: type: number format: double description: | - Minimal IoU for groups to be considered matching, - used when the 'compare_groups' is enabled + Minimal IoU for groups to be considered matching. + Only used when the 'compare_groups' parameter is true check_covered_annotations: type: boolean - description: Check for partially-covered annotations, useful in segmentation - tasks + description: | + Check for partially-covered annotations, useful in segmentation tasks object_visibility_threshold: type: number format: double description: | Minimal visible area percent of the spatial annotations (polygons, masks) - for reporting covered annotations, - useful with the 'check_covered_annotations' option + for reporting covered annotations. + Only used when the 'object_visibility_threshold' parameter is true panoptic_comparison: type: boolean - description: Use only the visible part of the masks and polygons in comparisons + description: | + Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean description: Enables or disables annotation attribute comparison @@ -8257,7 +8259,8 @@ components: low_overlap_threshold: type: number format: double - description: Used for distinction between strong / weak (low_overlap) matches + description: | + Used for distinction between strong / weak (low_overlap) matches oriented_lines: type: boolean description: Indicates that polylines have direction @@ -8266,7 +8269,7 @@ components: format: double description: | The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only useful with the 'oriented_lines' parameter + to consider the line inverted. Only used when the 'oriented_lines' parameter is true compare_groups: type: boolean description: Enables or disables annotation group checks @@ -8274,22 +8277,23 @@ components: type: number format: double description: | - Minimal IoU for groups to be considered matching, - used when the 'compare_groups' is enabled + Minimal IoU for groups to be considered matching. + Only used when the 'compare_groups' parameter is true check_covered_annotations: type: boolean - description: Check for partially-covered annotations, useful in segmentation - tasks + description: | + Check for partially-covered annotations, useful in segmentation tasks object_visibility_threshold: type: number format: double description: | Minimal visible area percent of the spatial annotations (polygons, masks) - for reporting covered annotations, - useful with the 'check_covered_annotations' option + for reporting covered annotations. + Only used when the 'object_visibility_threshold' parameter is true panoptic_comparison: type: boolean - description: Use only the visible part of the masks and polygons in comparisons + description: | + Use only the visible part of the masks and polygons in comparisons compare_attributes: type: boolean description: Enables or disables annotation attribute comparison From 732bb18d75c32dd3afbc8b6c1a445673a13d29c7 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 17:23:15 +0300 Subject: [PATCH 235/257] Update tests --- tests/python/rest_api/test_jobs.py | 20 +++++++++---------- tests/python/rest_api/test_quality_control.py | 2 +- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 9177a5e37793..2df0ca5841aa 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -133,7 +133,7 @@ def test_can_create_gt_job_with_random_frames(self, admin_user, tasks, task_mode "task_id": task_id, "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": job_frame_count, + "frame_count": job_frame_count, } response = self._test_create_job_ok(user, job_spec) @@ -160,7 +160,7 @@ def test_can_create_gt_job_with_random_frames_and_seed(self, admin_user, task_id "task_id": task_id, "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 3, + "frame_count": 3, "seed": 42, } @@ -180,7 +180,7 @@ def test_can_create_no_more_than_1_gt_job(self, admin_user, jobs): "task_id": task_id, "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } response = self._test_create_job_fails( @@ -202,7 +202,7 @@ def test_can_create_gt_job_in_sandbox_task(self, tasks, jobs, users): "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } self._test_create_job_ok(user, job_spec) @@ -247,7 +247,7 @@ def test_create_gt_job_in_org_task( "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } if allow: @@ -271,7 +271,7 @@ def test_create_response_matches_get(self, tasks, jobs, users): "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } response = self._test_create_job_ok(user, spec) @@ -323,7 +323,7 @@ def test_can_destroy_gt_job_in_sandbox_task(self, tasks, jobs, users, admin_user "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } with make_api_client(admin_user) as api_client: @@ -377,7 +377,7 @@ def test_destroy_gt_job_in_org_task( "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } with make_api_client(admin_user) as api_client: @@ -471,7 +471,7 @@ def test_can_get_gt_job_in_sandbox_task(self, tasks, jobs, users, admin_user): "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } with make_api_client(admin_user) as api_client: @@ -526,7 +526,7 @@ def test_get_gt_job_in_org_task( "task_id": task["id"], "type": "ground_truth", "frame_selection_method": "random_uniform", - "count": 1, + "frame_count": 1, } with make_api_client(admin_user) as api_client: diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index be8376a77cf0..4a94220f1fa8 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -26,7 +26,7 @@ def create_quality_report(self, user: str, task_id: int): _parse_response=False, ) assert response.status == HTTPStatus.ACCEPTED - rq_id = response.data.decode() + rq_id = json.loads(response.data)["rq_id"] while True: (_, response) = api_client.quality_api.create_report( From 1d309d7c17bb7aa8c5f7457b0824aca424c55c1d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 17:40:34 +0300 Subject: [PATCH 236/257] Update tests --- cvat/apps/quality_control/quality_reports.py | 20 ++++---------------- cvat/apps/quality_control/views.py | 8 ++++++-- 2 files changed, 10 insertions(+), 18 deletions(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index bb84e0d2999a..41b90c5c8368 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -443,15 +443,11 @@ def conflict_count(self) -> int: @cached_property def warning_count(self) -> int: - return len( - [c for c in self.conflicts if c.severity == AnnotationConflictSeverity.WARNING] - ) + return len([c for c in self.conflicts if c.severity == AnnotationConflictSeverity.WARNING]) @cached_property def error_count(self) -> int: - return len( - [c for c in self.conflicts if c.severity == AnnotationConflictSeverity.ERROR] - ) + return len([c for c in self.conflicts if c.severity == AnnotationConflictSeverity.ERROR]) @cached_property def conflicts_by_type(self) -> Dict[AnnotationConflictType, int]: @@ -2393,18 +2389,10 @@ def _compute_task_report( frames=sorted(task_intersection_frames), conflict_count=len(task_conflicts), warning_count=len( - [ - c - for c in task_conflicts - if c.severity == AnnotationConflictSeverity.WARNING - ] + [c for c in task_conflicts if c.severity == AnnotationConflictSeverity.WARNING] ), error_count=len( - [ - c - for c in task_conflicts - if c.severity == AnnotationConflictSeverity.ERROR - ] + [c for c in task_conflicts if c.severity == AnnotationConflictSeverity.ERROR] ), conflicts_by_type=Counter(c.type for c in task_conflicts), annotations=task_annotations_summary, diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 17a20a79d47c..56e2dcac4fce 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -275,12 +275,16 @@ def create(self, request, *args, **kwargs): rq_id = qc.QualityReportUpdateManager().schedule_quality_check_job( task, user_id=request.user.id ) - serializer = RqIdSerializer(data={"rq_id": rq_id}) - return HttpResponse(serializer.data, status=status.HTTP_202_ACCEPTED) + serializer = RqIdSerializer({"rq_id": rq_id}) + return Response(serializer.data, status=status.HTTP_202_ACCEPTED) except qc.QualityReportUpdateManager.QualityReportsNotAvailable as ex: raise ValidationError(str(ex)) else: + serializer = RqIdSerializer(data={"rq_id": rq_id}) + serializer.is_valid(raise_exception=True) + rq_id = serializer.validated_data["rq_id"] + report_manager = qc.QualityReportUpdateManager() rq_job = report_manager.get_quality_check_job(rq_id) if ( From 2fc2c27498029c1fd35488608bfff14c240bf4f1 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 17:45:43 +0300 Subject: [PATCH 237/257] Update changelog --- CHANGELOG.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ff29394d6bd7..927eea1bfa94 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,7 +7,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## \[2.5.0] - Unreleased ### Added -- TBD +- \[API\] Support for Ground Truth job creation and removal () +- \[API\] Task quality estimation endpoints () ### Changed - Replaced Apache mod_wsgi with Uvicorn ASGI server for backend use() @@ -25,6 +26,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Deletion of uploaded files, including annotations and backups, after they have been uploaded to the server using the TUS protocol but before an RQ job has been initiated. () - Simultaneous creation of tasks or projects with identical names from backups by multiple users.() +- Dataset export error with `outside` property of tracks () ### Security - TDB From bd23e226172b29a7fd9b4598b7e1cba6f341bc3d Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 18:03:34 +0300 Subject: [PATCH 238/257] Rename line orientation parameter --- .../migrations/0001_initial.py | 2 +- cvat/apps/quality_control/models.py | 2 +- cvat/apps/quality_control/quality_reports.py | 12 +++--- cvat/apps/quality_control/serializers.py | 7 ++-- cvat/schema.yml | 14 ++++--- tests/python/rest_api/test_quality_control.py | 2 +- tests/python/shared/assets/cvat_db/data.json | 38 +++++++++---------- .../shared/assets/quality_settings.json | 34 ++++++++--------- 8 files changed, 57 insertions(+), 54 deletions(-) diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 4ca79e292c53..6af7244eadc8 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -59,7 +59,7 @@ class Migration(migrations.Migration): ("oks_sigma", models.FloatField()), ("line_thickness", models.FloatField()), ("low_overlap_threshold", models.FloatField()), - ("oriented_lines", models.BooleanField()), + ("compare_line_orientation", models.BooleanField()), ("line_orientation_threshold", models.FloatField()), ("compare_groups", models.BooleanField()), ("group_match_threshold", models.FloatField()), diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 2e7003f8e88a..4dec9161d768 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -186,7 +186,7 @@ class QualitySettings(models.Model): low_overlap_threshold = models.FloatField() - oriented_lines = models.BooleanField() + compare_line_orientation = models.BooleanField() line_orientation_threshold = models.FloatField() compare_groups = models.BooleanField() diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 41b90c5c8368..7dca10a9de19 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -173,7 +173,7 @@ class ComparisonParameters(_Serializable): line_thickness: float = 0.01 "Thickness of polylines, relatively to the (image area) ^ 0.5" - oriented_lines: bool = True + compare_line_orientation: bool = True "Indicates that polylines have direction" line_orientation_threshold: float = 0.1 @@ -918,7 +918,7 @@ def __init__( # https://cocodataset.org/#keypoints-eval # https://github.com/cocodataset/cocoapi/blob/8c9bcc3cf640524c4c20a9c40e89cb6a2f2fa0e9/PythonAPI/pycocotools/cocoeval.py#L523 oks_sigma: float = 0.09, - oriented_lines: bool = False, + compare_line_orientation: bool = False, line_torso_radius: float = 0.01, panoptic_comparison: bool = False, ): @@ -931,7 +931,7 @@ def __init__( self.oks_sigma = oks_sigma "% of the shape area" - self.oriented_lines = oriented_lines + self.compare_line_orientation = compare_line_orientation "Whether lines are oriented or not" # Here we use a % of image size in pixels, using the image size as the scale @@ -1198,7 +1198,7 @@ def _label_matcher(a_inst_id: int, b_inst_id: int) -> bool: def match_lines(self, item_a, item_b): matcher = _LineMatcher( - oriented=self.oriented_lines, + oriented=self.compare_line_orientation, torso_r=self.line_torso_radius, scale=np.prod(item_a.image.size), ) @@ -1468,7 +1468,7 @@ def __init__(self, categories: dm.CategoriesInfo, *, settings: ComparisonParamet iou_threshold=settings.iou_threshold, oks_sigma=settings.oks_sigma, line_torso_radius=settings.line_thickness, - oriented_lines=False, # should not be taken from outside, handled differently + compare_line_orientation=False, # should not be taken from outside, handled differently ) self.coverage_threshold = settings.object_visibility_threshold self.group_match_threshold = settings.group_match_threshold @@ -1749,7 +1749,7 @@ def _find_closest_unmatched_shape(shape: dm.Annotation): mean_iou = np.mean(resulting_distances) if resulting_distances else 0 if ( - self.settings.oriented_lines + self.settings.compare_line_orientation and dm.AnnotationType.polyline in self.comparator.included_ann_types ): # Check line directions diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 6ba022233b4c..31d365984315 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -80,7 +80,7 @@ class Meta: "oks_sigma", "line_thickness", "low_overlap_threshold", - "oriented_lines", + "compare_line_orientation", "line_orientation_threshold", "compare_groups", "group_match_threshold", @@ -112,10 +112,11 @@ class Meta: The distance to the boundary around the GT line, inside of which the checked line points should be """, - "oriented_lines": "Indicates that polylines have direction", + "compare_line_orientation": "Enables or disables polyline orientation comparison", "line_orientation_threshold": """ The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only used when the 'oriented_lines' parameter is true + to consider the line inverted. + Only used when the 'compare_line_orientation' parameter is true """, "compare_groups": "Enables or disables annotation group checks", "group_match_threshold": """ diff --git a/cvat/schema.yml b/cvat/schema.yml index fd1713f2c579..279c1e3ec969 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -7849,15 +7849,16 @@ components: format: double description: | Used for distinction between strong / weak (low_overlap) matches - oriented_lines: + compare_line_orientation: type: boolean - description: Indicates that polylines have direction + description: Enables or disables polyline orientation comparison line_orientation_threshold: type: number format: double description: | The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only used when the 'oriented_lines' parameter is true + to consider the line inverted. + Only used when the 'compare_line_orientation' parameter is true compare_groups: type: boolean description: Enables or disables annotation group checks @@ -8261,15 +8262,16 @@ components: format: double description: | Used for distinction between strong / weak (low_overlap) matches - oriented_lines: + compare_line_orientation: type: boolean - description: Indicates that polylines have direction + description: Enables or disables polyline orientation comparison line_orientation_threshold: type: number format: double description: | The minimal gain in the GT IoU between the given and reversed line directions - to consider the line inverted. Only used when the 'oriented_lines' parameter is true + to consider the line inverted. + Only used when the 'compare_line_orientation' parameter is true compare_groups: type: boolean description: Enables or disables annotation group checks diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 4a94220f1fa8..7e427d1b5828 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -1164,7 +1164,7 @@ def test_modified_task_produces_different_metrics( "low_overlap_threshold", "object_visibility_threshold", "oks_sigma", - "oriented_lines", + "compare_line_orientation", "panoptic_comparison", ], ) diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index c0523ed4406a..8204d1ac143f 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -10255,7 +10255,7 @@ "created_date": "2023-05-26T16:25:36.613Z", "target_last_updated": "2023-05-26T16:17:02.635Z", "gt_last_updated": "2023-05-26T16:16:50.630Z", - "data": "{\n \"parameters\": {\n \"included_annotation_types\": [\n \"bbox\",\n \"points\",\n \"mask\",\n \"polygon\",\n \"polyline\",\n \"skeleton\"\n ],\n \"compare_attributes\": true,\n \"ignored_attributes\": [],\n \"iou_threshold\": 0.4,\n \"low_overlap_threshold\": 0.8,\n \"oks_sigma\": 0.09,\n \"line_thickness\": 0.01,\n \"oriented_lines\": true,\n \"line_orientation_threshold\": 0.1,\n \"compare_groups\": true,\n \"group_match_threshold\": 0.5,\n \"check_covered_annotations\": true,\n \"object_visibility_threshold\": 0.05,\n \"panoptic_comparison\": true\n },\n \"comparison_summary\": {\n \"frame_share_percent\": 27.27272727272727,\n \"frames\": [\n 0,\n 1,\n 2\n ],\n \"conflict_count\": 37,\n \"warning_count\": 15,\n \"error_count\": 22,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 9,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n },\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 8,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.6774193548387096,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.5384615384615384,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.4883720930232558,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.6363636363636364\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 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"compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11285,7 +11285,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11304,7 +11304,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11323,7 +11323,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11342,7 +11342,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11361,7 +11361,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11380,7 +11380,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11399,7 +11399,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11418,7 +11418,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11437,7 +11437,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11456,7 +11456,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11475,7 +11475,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, @@ -11494,7 +11494,7 @@ "oks_sigma": 0.09, "line_thickness": 0.01, "low_overlap_threshold": 0.8, - "oriented_lines": true, + "compare_line_orientation": true, "line_orientation_threshold": 0.1, "compare_groups": true, "group_match_threshold": 0.5, diff --git a/tests/python/shared/assets/quality_settings.json b/tests/python/shared/assets/quality_settings.json index b543186d9f84..f429587a1a80 100644 --- a/tests/python/shared/assets/quality_settings.json +++ b/tests/python/shared/assets/quality_settings.json @@ -15,7 +15,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 2 }, @@ -31,7 +31,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 5 }, @@ -47,7 +47,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 6 }, @@ -63,7 +63,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 7 }, @@ -79,7 +79,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 8 }, @@ -95,7 +95,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 9 }, @@ -111,7 +111,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 11 }, @@ -127,7 +127,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 12 }, @@ -143,7 +143,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 13 }, @@ -159,7 +159,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 14 }, @@ -175,7 +175,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 15 }, @@ -191,7 +191,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 17 }, @@ -207,7 +207,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 18 }, @@ -223,7 +223,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 19 }, @@ -239,7 +239,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 20 }, @@ -255,7 +255,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 21 }, @@ -271,7 +271,7 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "oriented_lines": true, + "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 22 } From 6bd00c648a2c6fccbf42464dfd69cb57974ccffa Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 18:13:44 +0300 Subject: [PATCH 239/257] Update frame share percent --- cvat/apps/quality_control/quality_reports.py | 20 ++++++++++++------- cvat/apps/quality_control/serializers.py | 2 +- cvat/schema.yml | 4 ++-- tests/python/rest_api/test_quality_control.py | 2 +- tests/python/shared/assets/cvat_db/data.json | 4 ++-- .../python/shared/assets/quality_reports.json | 4 ++-- 6 files changed, 21 insertions(+), 15 deletions(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 7dca10a9de19..9c6d4e36141f 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -378,7 +378,7 @@ def from_dict(cls, d: dict): @define(kw_only=True) class ComparisonReportComparisonSummary(_Serializable): - frame_share_percent: float + frame_share: float frames: List[str] @property @@ -418,7 +418,7 @@ def _fields_dict(self, *, include_properties: Optional[List[str]] = None) -> dic @classmethod def from_dict(cls, d: dict): return cls( - frame_share_percent=d["frame_share_percent"], + frame_share=d["frame_share"], frames=list(d["frames"]), conflict_count=d["conflict_count"], warning_count=d.get("warning_count", 0), @@ -2016,8 +2016,7 @@ def generate_report(self) -> ComparisonReport: return ComparisonReport( parameters=self.settings, comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=100 - * ( + frame_share=( len(intersection_frames) / (len(self._ds_data_provider.job_data.rel_range) or 1) ), frames=intersection_frames, @@ -2385,7 +2384,7 @@ def _compute_task_report( task_report_data = ComparisonReport( parameters=next(iter(job_reports.values())).parameters, comparison_summary=ComparisonReportComparisonSummary( - frame_share_percent=len(task_intersection_frames) / (task.data.size or 1) * 100, + frame_share=len(task_intersection_frames) / (task.data.size or 1), frames=sorted(task_intersection_frames), conflict_count=len(task_conflicts), warning_count=len( @@ -2469,9 +2468,12 @@ def _get_task_quality_params(self, task: Task) -> Optional[ComparisonParameters] def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str) -> str: - # Decorate the report with conflicting annotation links like: + # Decorate the report for better usability and readability: + # - add conflicting annotation links like: # /tasks/62/jobs/82?frame=250&type=shape&serverID=33741 - # And other useful information + # - covert some fractions to percents + # - add common report info + task_id = db_report.get_task().id serialized_data = dict( job_id=db_report.job.id if db_report.job is not None else None, @@ -2500,6 +2502,10 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str f"&serverID={ann_id['obj_id']}" ) + serialized_data["comparison_summary"]["frame_share_percent"] = ( + serialized_data["comparison_summary"].pop("frame_share") * 100 + ) + # String keys are needed for json dumping serialized_data["frame_results"] = { str(k): v for k, v in serialized_data["frame_results"].items() diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 31d365984315..65cf4ed4833f 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -27,7 +27,7 @@ class Meta: class QualityReportSummarySerializer(serializers.Serializer): frame_count = serializers.IntegerField() - frame_share_percent = serializers.FloatField() + frame_share = serializers.FloatField() conflict_count = serializers.IntegerField() warning_count = serializers.IntegerField() error_count = serializers.IntegerField() diff --git a/cvat/schema.yml b/cvat/schema.yml index 279c1e3ec969..d614828a31f1 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -8192,7 +8192,7 @@ components: properties: frame_count: type: integer - frame_share_percent: + frame_share: type: number format: double conflict_count: @@ -8217,7 +8217,7 @@ components: - ds_count - error_count - frame_count - - frame_share_percent + - frame_share - gt_count - valid_count - warning_count diff --git a/tests/python/rest_api/test_quality_control.py b/tests/python/rest_api/test_quality_control.py index 7e427d1b5828..320f7f9ea574 100644 --- a/tests/python/rest_api/test_quality_control.py +++ b/tests/python/rest_api/test_quality_control.py @@ -1085,7 +1085,7 @@ def test_report_summary(self, task_id, tasks, jobs, quality_reports): assert summary["valid_count"] < summary["ds_count"] assert summary["valid_count"] < summary["gt_count"] assert summary["frame_count"] == gt_job["frame_count"] - assert summary["frame_share_percent"] == summary["frame_count"] / task["size"] * 100 + assert summary["frame_share"] == summary["frame_count"] / task["size"] def test_unmodified_task_produces_the_same_metrics(self, admin_user, quality_reports): old_report = next(r for r in quality_reports if r["task_id"]) diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index 8204d1ac143f..5dd665b4ed0b 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -10255,7 +10255,7 @@ "created_date": "2023-05-26T16:25:36.613Z", "target_last_updated": "2023-05-26T16:17:02.635Z", "gt_last_updated": "2023-05-26T16:16:50.630Z", - "data": "{\n \"parameters\": {\n \"included_annotation_types\": [\n \"bbox\",\n \"points\",\n \"mask\",\n \"polygon\",\n \"polyline\",\n \"skeleton\"\n ],\n \"compare_attributes\": true,\n \"ignored_attributes\": [],\n \"iou_threshold\": 0.4,\n \"low_overlap_threshold\": 0.8,\n \"oks_sigma\": 0.09,\n \"line_thickness\": 0.01,\n \"compare_line_orientation\": true,\n \"line_orientation_threshold\": 0.1,\n \"compare_groups\": true,\n \"group_match_threshold\": 0.5,\n \"check_covered_annotations\": true,\n \"object_visibility_threshold\": 0.05,\n \"panoptic_comparison\": true\n },\n \"comparison_summary\": {\n \"frame_share_percent\": 27.27272727272727,\n \"frames\": [\n 0,\n 1,\n 2\n ],\n \"conflict_count\": 37,\n \"warning_count\": 15,\n \"error_count\": 22,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 9,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n },\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 8,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.6774193548387096,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.5384615384615384,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.4883720930232558,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.6363636363636364\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"mean_iou\": 0.1773115335759765,\n \"accuracy\": 0.5581395348837209\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"frame_count\": 3,\n \"mean_conflict_count\": 12.333333333333334\n },\n \"frame_results\": {\n \"0\": {\n \"conflicts\": [\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 91,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 118,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 88,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 102,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 68,\n \"job_id\": 27,\n \"type\": \"polygon\"\n },\n {\n \"obj_id\": 98,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"low_overlap\",\n \"annotation_ids\": [\n {\n \"obj_id\": 92,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 107,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 121,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 122,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 70,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 76,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 93,\n \"job_id\": 27,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 74,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 95,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 73,\n \"job_id\": 27,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 96,\n \"job_id\": 27,\n \"type\": \"ellipse\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 64,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 66,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"extra_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 94,\n \"job_id\": 27,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 89,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 123,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 92,\n \"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n },\n {\n \"obj_id\": 97,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_direction\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"covered_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_attributes\",\n 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\"job_id\": 27,\n \"type\": \"points\"\n },\n {\n \"obj_id\": 119,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_label\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n },\n {\n \"obj_id\": 97,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_direction\",\n \"annotation_ids\": [\n {\n \"obj_id\": 67,\n \"job_id\": 27,\n \"type\": \"polyline\"\n },\n {\n \"obj_id\": 99,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"covered_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 69,\n \"job_id\": 27,\n \"type\": \"mask\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_attributes\",\n \"annotation_ids\": [\n {\n \"obj_id\": 65,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 101,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 82,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 103,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 81,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 104,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 83,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 105,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 87,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 106,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 80,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 111,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n },\n {\n \"frame_id\": 0,\n \"type\": \"mismatching_groups\",\n \"annotation_ids\": [\n {\n \"obj_id\": 77,\n \"job_id\": 27,\n \"type\": \"rectangle\"\n },\n {\n \"obj_id\": 114,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"warning\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 2,\n 3\n ],\n [\n 1,\n 21,\n 7\n ],\n [\n 1,\n 2,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.7241379310344828,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.84,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.6363636363636364,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.5675675675675675,\n \"precision\": 0.6176470588235294,\n \"recall\": 0.7777777777777778\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 24,\n \"missing_count\": 3,\n \"extra_count\": 10,\n \"total_count\": 37,\n \"ds_count\": 34,\n \"gt_count\": 27,\n \"mean_iou\": 0.5319346007279295,\n \"accuracy\": 0.6486486486486487\n },\n \"label\": {\n \"valid_count\": 21,\n \"invalid_count\": 3,\n \"total_count\": 24,\n \"accuracy\": 0.875\n }\n },\n \"conflict_count\": 31,\n \"warning_count\": 15,\n \"error_count\": 16,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 3,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n }\n },\n \"1\": {\n \"conflicts\": [\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 130,\n \"job_id\": 28,\n \"type\": \"rectangle\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 128,\n \"job_id\": 28,\n \"type\": \"points\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 124,\n \"job_id\": 28,\n \"type\": \"polygon\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 125,\n \"job_id\": 28,\n \"type\": \"ellipse\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 127,\n \"job_id\": 28,\n \"type\": \"mask\"\n }\n ],\n \"severity\": \"error\"\n },\n {\n \"frame_id\": 1,\n \"type\": \"missing_annotation\",\n \"annotation_ids\": [\n {\n \"obj_id\": 129,\n \"job_id\": 28,\n \"type\": \"polyline\"\n }\n ],\n \"severity\": \"error\"\n }\n ],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 6,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 6,\n \"extra_count\": 0,\n \"total_count\": 6,\n \"ds_count\": 0,\n \"gt_count\": 6,\n \"mean_iou\": 0.0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 6,\n \"warning_count\": 0,\n \"error_count\": 6,\n \"conflicts_by_type\": {\n \"missing_annotation\": 6\n }\n },\n \"2\": {\n \"conflicts\": [],\n \"annotations\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ],\n [\n 0,\n 0,\n 0\n ]\n ],\n \"precision\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"recall\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"accuracy\": [\n 0.0,\n 0.0,\n 0.0\n ],\n \"axes\": {\n \"cols\": \"gt\",\n \"rows\": \"ds\"\n }\n },\n \"accuracy\": 0.0,\n \"precision\": 0.0,\n \"recall\": 0.0\n },\n \"annotation_components\": {\n \"shape\": {\n \"valid_count\": 0,\n \"missing_count\": 0,\n \"extra_count\": 0,\n \"total_count\": 0,\n \"ds_count\": 0,\n \"gt_count\": 0,\n \"mean_iou\": 0,\n \"accuracy\": 0.0\n },\n \"label\": {\n \"valid_count\": 0,\n \"invalid_count\": 0,\n \"total_count\": 0,\n \"accuracy\": 0.0\n }\n },\n \"conflict_count\": 0,\n \"warning_count\": 0,\n \"error_count\": 0,\n \"conflicts_by_type\": {}\n }\n }\n}\n" } }, { diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index 09095664d9a7..971faf9f5da9 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -27,7 +27,7 @@ "ds_count": 34, "error_count": 22, "frame_count": 3, - "frame_share_percent": 27.27272727272727, + "frame_share": 0.2727272727272727, "gt_count": 33, "valid_count": 21, "warning_count": 15 @@ -60,7 +60,7 @@ "ds_count": 34, "error_count": 22, "frame_count": 3, - "frame_share_percent": 27.27272727272727, + "frame_share": 0.2727272727272727, "gt_count": 33, "valid_count": 21, "warning_count": 15 From 71f7bfd884e089909e8b160497f49b30f9b7c5ed Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Wed, 7 Jun 2023 21:08:30 +0300 Subject: [PATCH 240/257] Fix schema --- cvat/apps/quality_control/views.py | 12 +++++++++++- cvat/schema.yml | 12 +++++++++++- 2 files changed, 22 insertions(+), 2 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 56e2dcac4fce..30cee54747e1 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -238,7 +238,7 @@ def get_queryset(self): responses={ "201": QualityReportSerializer, "202": OpenApiResponse( - OpenApiTypes.STR, + RqIdSerializer, description=textwrap.dedent( """\ A quality report request has been enqueued, the request id is returned. @@ -340,12 +340,22 @@ def data(self, request, pk): ), retrieve=extend_schema( summary="Method returns details of the quality settings instance", + parameters=[ + OpenApiParameter( + "id", type=OpenApiTypes.INT, description="An id of a quality settings instance" + ) + ], responses={ "200": QualitySettingsSerializer, }, ), partial_update=extend_schema( summary="Methods does a partial update of chosen fields in the quality settings instance", + parameters=[ + OpenApiParameter( + "id", type=OpenApiTypes.INT, description="An id of a quality settings instance" + ) + ], request=QualitySettingsSerializer(partial=True), responses={ "200": QualitySettingsSerializer, diff --git a/cvat/schema.yml b/cvat/schema.yml index d614828a31f1..163762bdf0dc 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3647,7 +3647,7 @@ paths: content: application/vnd.cvat+json: schema: - type: string + $ref: '#/components/schemas/RqId' description: | A quality report request has been enqueued, the request id is returned. The request status can be checked at this endpoint by passing the rq_id @@ -3784,6 +3784,11 @@ paths: type: integer description: A unique integer value identifying this quality settings. required: true + - in: query + name: id + schema: + type: integer + description: An id of a quality settings instance tags: - quality security: @@ -3810,6 +3815,11 @@ paths: type: integer description: A unique integer value identifying this quality settings. required: true + - in: query + name: id + schema: + type: integer + description: An id of a quality settings instance tags: - quality requestBody: From 7147ed127b87d2a0a27d3aefa4094c81beec9f5a Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 8 Jun 2023 12:15:16 +0300 Subject: [PATCH 241/257] Don't remove frame_share from report data --- cvat/apps/quality_control/quality_reports.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 9c6d4e36141f..404d6afeff42 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -2502,8 +2502,9 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str f"&serverID={ann_id['obj_id']}" ) + # Add the percent representation for better human readability serialized_data["comparison_summary"]["frame_share_percent"] = ( - serialized_data["comparison_summary"].pop("frame_share") * 100 + serialized_data["comparison_summary"]["frame_share"] * 100 ) # String keys are needed for json dumping From 17fad17147dd48b163d68d12a9ad08bac38b5f66 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 8 Jun 2023 14:52:31 +0300 Subject: [PATCH 242/257] Remove parameters from reports list --- cvat/apps/quality_control/models.py | 5 ----- cvat/apps/quality_control/serializers.py | 6 ------ cvat/schema.yml | 11 ----------- tests/python/shared/assets/quality_reports.json | 6 ------ 4 files changed, 28 deletions(-) diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index 4dec9161d768..b1e5ae566d15 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -104,11 +104,6 @@ def _parse_report(self): return ComparisonReport.from_json(self.data) - @property - def parameters(self): - report = self._parse_report() - return report.parameters - @property def summary(self): report = self._parse_report() diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 65cf4ed4833f..493bee11811d 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -40,14 +40,9 @@ class QualityReportSummarySerializer(serializers.Serializer): gt_count = serializers.IntegerField(source="annotations.gt_count") -class QualityReportParametersSerializer(serializers.Serializer): - iou_threshold = serializers.FloatField() - - class QualityReportSerializer(serializers.ModelSerializer): target = serializers.ChoiceField(models.QualityReportTarget.choices()) summary = QualityReportSummarySerializer() - parameters = QualityReportParametersSerializer() class Meta: model = models.QualityReport @@ -58,7 +53,6 @@ class Meta: "parent_id", "target", "summary", - "parameters", "created_date", "target_last_updated", "gt_last_updated", diff --git a/cvat/schema.yml b/cvat/schema.yml index 163762bdf0dc..862d923e9c1c 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -8163,8 +8163,6 @@ components: $ref: '#/components/schemas/QualityReportTarget' summary: $ref: '#/components/schemas/QualityReportSummary' - parameters: - $ref: '#/components/schemas/QualityReportParameters' created_date: type: string format: date-time @@ -8178,7 +8176,6 @@ components: format: date-time readOnly: true required: - - parameters - summary - target QualityReportCreateRequest: @@ -8189,14 +8186,6 @@ components: writeOnly: true required: - task_id - QualityReportParameters: - type: object - properties: - iou_threshold: - type: number - format: double - required: - - iou_threshold QualityReportSummary: type: object properties: diff --git a/tests/python/shared/assets/quality_reports.json b/tests/python/shared/assets/quality_reports.json index 971faf9f5da9..71fc86bff51a 100644 --- a/tests/python/shared/assets/quality_reports.json +++ b/tests/python/shared/assets/quality_reports.json @@ -8,9 +8,6 @@ "gt_last_updated": "2023-05-26T16:16:50.630000Z", "id": 1, "job_id": null, - "parameters": { - "iou_threshold": 0.4 - }, "parent_id": null, "summary": { "conflict_count": 37, @@ -41,9 +38,6 @@ "gt_last_updated": "2023-05-26T16:16:50.630000Z", "id": 2, "job_id": 27, - "parameters": { - "iou_threshold": 0.4 - }, "parent_id": 1, "summary": { "conflict_count": 37, From 27dcfd655459e4dc83ffd830b62ef8492e935658 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 8 Jun 2023 15:46:30 +0300 Subject: [PATCH 243/257] Use condensed db repr for report data, disjoint ann_id.type, --- .../migrations/0001_initial.py | 13 +- cvat/apps/quality_control/models.py | 24 +- cvat/apps/quality_control/quality_reports.py | 27 +- cvat/apps/quality_control/serializers.py | 2 +- cvat/schema.yml | 27 +- tests/python/shared/assets/cvat_db/data.json | 166 +++++++----- .../shared/assets/quality_conflicts.json | 236 +++++++++++------- .../shared/assets/quality_settings.json | 34 +-- 8 files changed, 325 insertions(+), 204 deletions(-) diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 6af7244eadc8..1810850669ab 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -1,4 +1,4 @@ -# Generated by Django 3.2.18 on 2023-05-26 10:05 +# Generated by Django 4.2.1 on 2023-06-08 12:31 import django.db.models.deletion from django.db import migrations, models @@ -135,10 +135,15 @@ class Migration(migrations.Migration): ("job_id", models.PositiveIntegerField()), ( "type", + models.CharField( + choices=[("tag", "TAG"), ("shape", "SHAPE"), ("track", "TRACK")], + max_length=32, + ), + ), + ( + "shape_type", models.CharField( choices=[ - ("tag", "TAG"), - ("track", "TRACK"), ("rectangle", "RECTANGLE"), ("polygon", "POLYGON"), ("polyline", "POLYLINE"), @@ -148,7 +153,9 @@ class Migration(migrations.Migration): ("mask", "MASK"), ("skeleton", "SKELETON"), ], + default=None, max_length=32, + null=True, ), ), ( diff --git a/cvat/apps/quality_control/models.py b/cvat/apps/quality_control/models.py index b1e5ae566d15..e4e39f5fb922 100644 --- a/cvat/apps/quality_control/models.py +++ b/cvat/apps/quality_control/models.py @@ -12,7 +12,7 @@ from django.db import models from django.forms.models import model_to_dict -from cvat.apps.engine.models import Job, Task +from cvat.apps.engine.models import Job, ShapeType, Task class AnnotationConflictType(str, Enum): @@ -144,15 +144,8 @@ def organization_id(self): class AnnotationType(str, Enum): TAG = "tag" + SHAPE = "shape" TRACK = "track" - RECTANGLE = "rectangle" - POLYGON = "polygon" - POLYLINE = "polyline" - POINTS = "points" - ELLIPSE = "ellipse" - CUBOID = "cuboid" - MASK = "mask" - SKELETON = "skeleton" def __str__(self) -> str: return self.value @@ -170,6 +163,19 @@ class AnnotationId(models.Model): obj_id = models.PositiveIntegerField() job_id = models.PositiveIntegerField() type = models.CharField(max_length=32, choices=AnnotationType.choices()) + shape_type = models.CharField( + max_length=32, choices=ShapeType.choices(), null=True, default=None + ) + + def clean(self) -> None: + if self.type in [AnnotationType.SHAPE, AnnotationType.TRACK]: + if not self.shape_type: + raise ValidationError("Annotation kind must be specified") + elif self.type == AnnotationType.TAG: + if self.shape_type: + raise ValidationError("Annotation kind must be empty") + else: + raise ValidationError(f"Unexpected type value '{self.type}'") class QualitySettings(models.Model): diff --git a/cvat/apps/quality_control/quality_reports.py b/cvat/apps/quality_control/quality_reports.py index 404d6afeff42..78a6b09dec16 100644 --- a/cvat/apps/quality_control/quality_reports.py +++ b/cvat/apps/quality_control/quality_reports.py @@ -84,9 +84,10 @@ class AnnotationId(_Serializable): obj_id: int job_id: int type: AnnotationType + shape_type: Optional[ShapeType] def _value_serializer(self, v): - if isinstance(v, AnnotationType): + if isinstance(v, (AnnotationType, ShapeType)): return str(v) else: return super()._value_serializer(v) @@ -97,6 +98,7 @@ def from_dict(cls, d: dict): obj_id=d["obj_id"], job_id=d["job_id"], type=AnnotationType(d["type"]), + shape_type=ShapeType(d["shape_type"]) if d.get("shape_type") else None, ) @@ -523,7 +525,7 @@ def to_json(self) -> str: # String keys are needed for json dumping d["frame_results"] = {str(k): v for k, v in d["frame_results"].items()} - return dump_json(d, indent=True, append_newline=True).decode() + return dump_json(d).decode() @classmethod def from_json(cls, data: str) -> ComparisonReport: @@ -561,16 +563,23 @@ def dm_ann_to_ann_id(self, ann: dm.Annotation) -> AnnotationId: source_ann = self._annotation_memo.get_source_ann(ann) if "track_id" in ann.attributes: source_ann_id = source_ann.track_id - ann_type = "track" + ann_type = AnnotationType.TRACK + shape_type = source_ann.type else: if isinstance(source_ann, CommonData.LabeledShape): - ann_type = AnnotationType(source_ann.type) + ann_type = AnnotationType.SHAPE + shape_type = source_ann.type elif isinstance(source_ann, CommonData.Tag): ann_type = AnnotationType.TAG + shape_type = None + else: + assert False source_ann_id = source_ann.id - return AnnotationId(obj_id=source_ann_id, type=ann_type, job_id=self.job_id) + return AnnotationId( + obj_id=source_ann_id, type=ann_type, shape_type=shape_type, job_id=self.job_id + ) class _MemoizingAnnotationConverterFactory: @@ -2455,6 +2464,7 @@ def _save_reports(self, *, task_report: Dict, job_reports: List[Dict]) -> models job_id=ann_id["job_id"], obj_id=ann_id["obj_id"], type=ann_id["type"], + shape_type=ann_id["shape_type"], ) db_ann_ids.append(db_ann_id) @@ -2490,15 +2500,10 @@ def prepare_report_for_downloading(db_report: models.QualityReport, *, host: str for frame_result in serialized_data["frame_results"].values(): for conflict in frame_result["conflicts"]: for ann_id in conflict["annotation_ids"]: - if ann_id["type"] in ShapeType.__members__.values(): - ann_type = "shape" - else: - ann_type = ann_id["type"] - ann_id["url"] = ( f"{host}tasks/{task_id}/jobs/{ann_id['job_id']}" f"?frame={conflict['frame_id']}" - f"&type={ann_type}" + f"&type={ann_id['type']}" f"&serverID={ann_id['obj_id']}" ) diff --git a/cvat/apps/quality_control/serializers.py b/cvat/apps/quality_control/serializers.py index 493bee11811d..711799dcef61 100644 --- a/cvat/apps/quality_control/serializers.py +++ b/cvat/apps/quality_control/serializers.py @@ -12,7 +12,7 @@ class AnnotationIdSerializer(serializers.ModelSerializer): class Meta: model = models.AnnotationId - fields = ("obj_id", "job_id", "type") + fields = ("obj_id", "job_id", "type", "shape_type") read_only_fields = fields diff --git a/cvat/schema.yml b/cvat/schema.yml index 862d923e9c1c..05b68841c47d 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -5658,30 +5658,22 @@ components: allOf: - $ref: '#/components/schemas/AnnotationIdTypeEnum' readOnly: true + shape_type: + readOnly: true + nullable: true + oneOf: + - $ref: '#/components/schemas/ShapeType' + - $ref: '#/components/schemas/NullEnum' AnnotationIdTypeEnum: enum: - tag + - shape - track - - rectangle - - polygon - - polyline - - points - - ellipse - - cuboid - - mask - - skeleton type: string description: |- * `tag` - TAG + * `shape` - SHAPE * `track` - TRACK - * `rectangle` - RECTANGLE - * `polygon` - POLYGON - * `polyline` - POLYLINE - * `points` - POINTS - * `ellipse` - ELLIPSE - * `cuboid` - CUBOID - * `mask` - MASK - * `skeleton` - SKELETON AnnotationsRead: oneOf: - $ref: '#/components/schemas/LabeledData' @@ -7184,6 +7176,9 @@ components: anyOf: - $ref: '#/components/schemas/User' - $ref: '#/components/schemas/BasicUser' + NullEnum: + enum: + - null OnlineFunctionCallRequest: type: object properties: diff --git a/tests/python/shared/assets/cvat_db/data.json b/tests/python/shared/assets/cvat_db/data.json index 5dd665b4ed0b..2613dacdc831 100644 --- a/tests/python/shared/assets/cvat_db/data.json +++ b/tests/python/shared/assets/cvat_db/data.json @@ -10255,7 +10255,7 @@ "created_date": "2023-05-26T16:25:36.613Z", "target_last_updated": "2023-05-26T16:17:02.635Z", "gt_last_updated": "2023-05-26T16:16:50.630Z", - "data": "{\n \"parameters\": {\n \"included_annotation_types\": [\n \"bbox\",\n \"points\",\n \"mask\",\n \"polygon\",\n \"polyline\",\n \"skeleton\"\n ],\n \"compare_attributes\": true,\n \"ignored_attributes\": [],\n \"iou_threshold\": 0.4,\n \"low_overlap_threshold\": 0.8,\n \"oks_sigma\": 0.09,\n \"line_thickness\": 0.01,\n \"compare_line_orientation\": true,\n \"line_orientation_threshold\": 0.1,\n \"compare_groups\": true,\n \"group_match_threshold\": 0.5,\n \"check_covered_annotations\": true,\n \"object_visibility_threshold\": 0.05,\n \"panoptic_comparison\": true\n },\n \"comparison_summary\": {\n \"frame_share\": 0.2727272727272727,\n \"frames\": [\n 0,\n 1,\n 2\n ],\n \"conflict_count\": 37,\n \"warning_count\": 15,\n \"error_count\": 22,\n \"conflicts_by_type\": {\n \"low_overlap\": 6,\n \"missing_annotation\": 9,\n \"extra_annotation\": 10,\n \"mismatching_label\": 3,\n \"mismatching_direction\": 1,\n \"covered_annotation\": 1,\n \"mismatching_attributes\": 1,\n \"mismatching_groups\": 6\n },\n \"annotations\": {\n \"valid_count\": 21,\n \"missing_count\": 9,\n \"extra_count\": 10,\n \"total_count\": 43,\n \"ds_count\": 34,\n \"gt_count\": 33,\n \"confusion_matrix\": {\n \"labels\": [\n \"dog\",\n \"cat\",\n \"unmatched\"\n ],\n \"rows\": [\n [\n 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} }, { @@ -10648,7 +10648,8 @@ "conflict": 1, "obj_id": 65, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10658,7 +10659,8 @@ "conflict": 1, "obj_id": 101, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10668,7 +10670,8 @@ "conflict": 2, "obj_id": 91, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10678,7 +10681,8 @@ "conflict": 2, "obj_id": 118, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10688,7 +10692,8 @@ "conflict": 3, "obj_id": 88, "job_id": 27, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10698,7 +10703,8 @@ "conflict": 3, "obj_id": 102, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10708,7 +10714,8 @@ "conflict": 4, "obj_id": 68, "job_id": 27, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10718,7 +10725,8 @@ "conflict": 4, "obj_id": 98, "job_id": 28, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10728,7 +10736,8 @@ "conflict": 5, "obj_id": 67, "job_id": 27, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10738,7 +10747,8 @@ "conflict": 5, "obj_id": 99, "job_id": 28, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10748,7 +10758,8 @@ "conflict": 6, "obj_id": 92, "job_id": 27, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10758,7 +10769,8 @@ "conflict": 6, "obj_id": 119, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10768,7 +10780,8 @@ "conflict": 7, "obj_id": 107, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10778,7 +10791,8 @@ "conflict": 8, "obj_id": 121, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10788,7 +10802,8 @@ "conflict": 9, "obj_id": 122, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10798,7 +10813,8 @@ "conflict": 10, "obj_id": 70, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10808,7 +10824,8 @@ "conflict": 11, "obj_id": 76, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10818,7 +10835,8 @@ "conflict": 12, "obj_id": 93, "job_id": 27, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10828,7 +10846,8 @@ "conflict": 13, "obj_id": 74, "job_id": 27, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10838,7 +10857,8 @@ "conflict": 14, "obj_id": 95, "job_id": 27, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10848,7 +10868,8 @@ "conflict": 15, "obj_id": 73, "job_id": 27, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10858,7 +10879,8 @@ "conflict": 16, "obj_id": 96, "job_id": 27, - "type": "ellipse" + "type": "shape", + "shape_type": "ellipse" } }, { @@ -10868,7 +10890,8 @@ "conflict": 17, "obj_id": 64, "job_id": 27, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10878,7 +10901,8 @@ "conflict": 18, "obj_id": 66, "job_id": 27, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10888,7 +10912,8 @@ "conflict": 19, "obj_id": 94, "job_id": 27, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10898,7 +10923,8 @@ "conflict": 20, "obj_id": 89, "job_id": 27, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10908,7 +10934,8 @@ "conflict": 20, "obj_id": 123, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10918,7 +10945,8 @@ "conflict": 21, "obj_id": 92, "job_id": 27, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10928,7 +10956,8 @@ "conflict": 21, "obj_id": 119, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -10938,7 +10967,8 @@ "conflict": 22, "obj_id": 69, "job_id": 27, - "type": "mask" + "type": "shape", + "shape_type": "mask" } }, { @@ -10948,7 +10978,8 @@ "conflict": 22, "obj_id": 97, "job_id": 28, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -10958,7 +10989,8 @@ "conflict": 23, "obj_id": 67, "job_id": 27, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10968,7 +11000,8 @@ "conflict": 23, "obj_id": 99, "job_id": 28, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { @@ -10978,7 +11011,8 @@ "conflict": 24, "obj_id": 69, "job_id": 27, - "type": "mask" + "type": "shape", + "shape_type": "mask" } }, { @@ -10988,7 +11022,8 @@ "conflict": 25, "obj_id": 65, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -10998,7 +11033,8 @@ "conflict": 25, "obj_id": 101, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11008,7 +11044,8 @@ "conflict": 26, "obj_id": 82, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11018,7 +11055,8 @@ "conflict": 26, "obj_id": 103, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11028,7 +11066,8 @@ "conflict": 27, "obj_id": 81, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11038,7 +11077,8 @@ "conflict": 27, "obj_id": 104, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11048,7 +11088,8 @@ "conflict": 28, "obj_id": 83, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11058,7 +11099,8 @@ "conflict": 28, "obj_id": 105, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11068,7 +11110,8 @@ "conflict": 29, "obj_id": 87, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11078,7 +11121,8 @@ "conflict": 29, "obj_id": 106, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11088,7 +11132,8 @@ "conflict": 30, "obj_id": 80, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11098,7 +11143,8 @@ "conflict": 30, "obj_id": 111, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11108,7 +11154,8 @@ "conflict": 31, "obj_id": 77, "job_id": 27, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11118,7 +11165,8 @@ "conflict": 31, "obj_id": 114, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11128,7 +11176,8 @@ "conflict": 32, "obj_id": 130, "job_id": 28, - "type": "rectangle" + "type": "shape", + "shape_type": "rectangle" } }, { @@ -11138,7 +11187,8 @@ "conflict": 33, "obj_id": 128, "job_id": 28, - "type": "points" + "type": "shape", + "shape_type": "points" } }, { @@ -11148,7 +11198,8 @@ "conflict": 34, "obj_id": 124, "job_id": 28, - "type": "polygon" + "type": "shape", + "shape_type": "polygon" } }, { @@ -11158,7 +11209,8 @@ "conflict": 35, "obj_id": 125, "job_id": 28, - "type": "ellipse" + "type": "shape", + "shape_type": "ellipse" } }, { @@ -11168,7 +11220,8 @@ "conflict": 36, "obj_id": 127, "job_id": 28, - "type": "mask" + "type": "shape", + "shape_type": "mask" } }, { @@ -11178,7 +11231,8 @@ "conflict": 37, "obj_id": 129, "job_id": 28, - "type": "polyline" + "type": "shape", + "shape_type": "polyline" } }, { diff --git a/tests/python/shared/assets/quality_conflicts.json b/tests/python/shared/assets/quality_conflicts.json index 7244849f9c57..71e2001d1cb2 100644 --- a/tests/python/shared/assets/quality_conflicts.json +++ b/tests/python/shared/assets/quality_conflicts.json @@ -8,13 +8,14 @@ { "job_id": 28, "obj_id": 129, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 1, "id": 37, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -22,13 +23,14 @@ { "job_id": 28, "obj_id": 127, - "type": "mask" + "shape_type": "mask", + "type": "shape" } ], "frame": 1, "id": 36, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -36,13 +38,14 @@ { "job_id": 28, "obj_id": 125, - "type": "ellipse" + "shape_type": "ellipse", + "type": "shape" } ], "frame": 1, "id": 35, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -50,13 +53,14 @@ { "job_id": 28, "obj_id": 124, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 1, "id": 34, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -64,13 +68,14 @@ { "job_id": 28, "obj_id": 128, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 1, "id": 33, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -78,13 +83,14 @@ { "job_id": 28, "obj_id": 130, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 1, "id": 32, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -92,18 +98,20 @@ { "job_id": 27, "obj_id": 77, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 114, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 31, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -111,18 +119,20 @@ { "job_id": 27, "obj_id": 80, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 111, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 30, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -130,18 +140,20 @@ { "job_id": 27, "obj_id": 87, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 106, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 29, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -149,18 +161,20 @@ { "job_id": 27, "obj_id": 83, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 105, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 28, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -168,18 +182,20 @@ { "job_id": 27, "obj_id": 81, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 104, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 27, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -187,18 +203,20 @@ { "job_id": 27, "obj_id": 82, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 103, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 26, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_groups" }, { @@ -206,18 +224,20 @@ { "job_id": 27, "obj_id": 65, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 101, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 25, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_attributes" }, { @@ -225,13 +245,14 @@ { "job_id": 27, "obj_id": 69, - "type": "mask" + "shape_type": "mask", + "type": "shape" } ], "frame": 0, "id": 24, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "covered_annotation" }, { @@ -239,18 +260,20 @@ { "job_id": 27, "obj_id": 67, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" }, { "job_id": 28, "obj_id": 99, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 0, "id": 23, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "mismatching_direction" }, { @@ -258,18 +281,20 @@ { "job_id": 27, "obj_id": 69, - "type": "mask" + "shape_type": "mask", + "type": "shape" }, { "job_id": 28, "obj_id": 97, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 0, "id": 22, - "severity": "error", "report_id": 2, + "severity": "error", "type": "mismatching_label" }, { @@ -277,18 +302,20 @@ { "job_id": 27, "obj_id": 92, - "type": "points" + "shape_type": "points", + "type": "shape" }, { "job_id": 28, "obj_id": 119, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 21, - "severity": "error", "report_id": 2, + "severity": "error", "type": "mismatching_label" }, { @@ -296,18 +323,20 @@ { "job_id": 27, "obj_id": 89, - "type": "points" + "shape_type": "points", + "type": "shape" }, { "job_id": 28, "obj_id": 123, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 20, - "severity": "error", "report_id": 2, + "severity": "error", "type": "mismatching_label" }, { @@ -315,13 +344,14 @@ { "job_id": 27, "obj_id": 94, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 0, "id": 19, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -329,13 +359,14 @@ { "job_id": 27, "obj_id": 66, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 0, "id": 18, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -343,13 +374,14 @@ { "job_id": 27, "obj_id": 64, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 0, "id": 17, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -357,13 +389,14 @@ { "job_id": 27, "obj_id": 96, - "type": "ellipse" + "shape_type": "ellipse", + "type": "shape" } ], "frame": 0, "id": 16, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -371,13 +404,14 @@ { "job_id": 27, "obj_id": 73, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 0, "id": 15, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -385,13 +419,14 @@ { "job_id": 27, "obj_id": 95, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 0, "id": 14, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -399,13 +434,14 @@ { "job_id": 27, "obj_id": 74, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 0, "id": 13, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -413,13 +449,14 @@ { "job_id": 27, "obj_id": 93, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 12, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -427,13 +464,14 @@ { "job_id": 27, "obj_id": 76, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 11, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -441,13 +479,14 @@ { "job_id": 27, "obj_id": 70, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 10, - "severity": "error", "report_id": 2, + "severity": "error", "type": "extra_annotation" }, { @@ -455,13 +494,14 @@ { "job_id": 28, "obj_id": 122, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 9, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -469,13 +509,14 @@ { "job_id": 28, "obj_id": 121, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 8, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -483,13 +524,14 @@ { "job_id": 28, "obj_id": 107, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 7, - "severity": "error", "report_id": 2, + "severity": "error", "type": "missing_annotation" }, { @@ -497,18 +539,20 @@ { "job_id": 27, "obj_id": 92, - "type": "points" + "shape_type": "points", + "type": "shape" }, { "job_id": 28, "obj_id": 119, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 6, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" }, { @@ -516,18 +560,20 @@ { "job_id": 27, "obj_id": 67, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" }, { "job_id": 28, "obj_id": 99, - "type": "polyline" + "shape_type": "polyline", + "type": "shape" } ], "frame": 0, "id": 5, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" }, { @@ -535,18 +581,20 @@ { "job_id": 27, "obj_id": 68, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" }, { "job_id": 28, "obj_id": 98, - "type": "polygon" + "shape_type": "polygon", + "type": "shape" } ], "frame": 0, "id": 4, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" }, { @@ -554,18 +602,20 @@ { "job_id": 27, "obj_id": 88, - "type": "points" + "shape_type": "points", + "type": "shape" }, { "job_id": 28, "obj_id": 102, - "type": "points" + "shape_type": "points", + "type": "shape" } ], "frame": 0, "id": 3, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" }, { @@ -573,18 +623,20 @@ { "job_id": 27, "obj_id": 91, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 118, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 2, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" }, { @@ -592,18 +644,20 @@ { "job_id": 27, "obj_id": 65, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" }, { "job_id": 28, "obj_id": 101, - "type": "rectangle" + "shape_type": "rectangle", + "type": "shape" } ], "frame": 0, "id": 1, - "severity": "warning", "report_id": 2, + "severity": "warning", "type": "low_overlap" } ] diff --git a/tests/python/shared/assets/quality_settings.json b/tests/python/shared/assets/quality_settings.json index f429587a1a80..897ccd7793b4 100644 --- a/tests/python/shared/assets/quality_settings.json +++ b/tests/python/shared/assets/quality_settings.json @@ -7,6 +7,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 1, "iou_threshold": 0.4, @@ -15,7 +16,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 2 }, @@ -23,6 +23,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 2, "iou_threshold": 0.4, @@ -31,7 +32,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 5 }, @@ -39,6 +39,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 3, "iou_threshold": 0.4, @@ -47,7 +48,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 6 }, @@ -55,6 +55,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 4, "iou_threshold": 0.4, @@ -63,7 +64,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 7 }, @@ -71,6 +71,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 5, "iou_threshold": 0.4, @@ -79,7 +80,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 8 }, @@ -87,6 +87,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 6, "iou_threshold": 0.4, @@ -95,7 +96,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 9 }, @@ -103,6 +103,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 7, "iou_threshold": 0.4, @@ -111,7 +112,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 11 }, @@ -119,6 +119,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 8, "iou_threshold": 0.4, @@ -127,7 +128,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 12 }, @@ -135,6 +135,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 9, "iou_threshold": 0.4, @@ -143,7 +144,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 13 }, @@ -151,6 +151,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 10, "iou_threshold": 0.4, @@ -159,7 +160,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 14 }, @@ -167,6 +167,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 11, "iou_threshold": 0.4, @@ -175,7 +176,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 15 }, @@ -183,6 +183,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 12, "iou_threshold": 0.4, @@ -191,7 +192,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 17 }, @@ -199,6 +199,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 13, "iou_threshold": 0.4, @@ -207,7 +208,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 18 }, @@ -215,6 +215,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 14, "iou_threshold": 0.4, @@ -223,7 +224,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 19 }, @@ -231,6 +231,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 15, "iou_threshold": 0.4, @@ -239,7 +240,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 20 }, @@ -247,6 +247,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 16, "iou_threshold": 0.4, @@ -255,7 +256,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 21 }, @@ -263,6 +263,7 @@ "check_covered_annotations": true, "compare_attributes": true, "compare_groups": true, + "compare_line_orientation": true, "group_match_threshold": 0.5, "id": 17, "iou_threshold": 0.4, @@ -271,7 +272,6 @@ "low_overlap_threshold": 0.8, "object_visibility_threshold": 0.05, "oks_sigma": 0.09, - "compare_line_orientation": true, "panoptic_comparison": true, "task_id": 22 } From ea3cbc303311a02d1c0b2cf5f5333c057107f295 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 8 Jun 2023 16:20:29 +0300 Subject: [PATCH 244/257] Fix schema --- cvat/apps/quality_control/views.py | 10 ++++++++-- cvat/schema.yml | 14 ++------------ 2 files changed, 10 insertions(+), 14 deletions(-) diff --git a/cvat/apps/quality_control/views.py b/cvat/apps/quality_control/views.py index 30cee54747e1..fc136cfb91e4 100644 --- a/cvat/apps/quality_control/views.py +++ b/cvat/apps/quality_control/views.py @@ -342,7 +342,10 @@ def data(self, request, pk): summary="Method returns details of the quality settings instance", parameters=[ OpenApiParameter( - "id", type=OpenApiTypes.INT, description="An id of a quality settings instance" + "id", + type=OpenApiTypes.INT, + location="path", + description="An id of a quality settings instance", ) ], responses={ @@ -353,7 +356,10 @@ def data(self, request, pk): summary="Methods does a partial update of chosen fields in the quality settings instance", parameters=[ OpenApiParameter( - "id", type=OpenApiTypes.INT, description="An id of a quality settings instance" + "id", + type=OpenApiTypes.INT, + location="path", + description="An id of a quality settings instance", ) ], request=QualitySettingsSerializer(partial=True), diff --git a/cvat/schema.yml b/cvat/schema.yml index 05b68841c47d..6aa1fa15e902 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -3779,16 +3779,11 @@ paths: summary: Method returns details of the quality settings instance parameters: - in: path - name: id - schema: - type: integer - description: A unique integer value identifying this quality settings. - required: true - - in: query name: id schema: type: integer description: An id of a quality settings instance + required: true tags: - quality security: @@ -3810,16 +3805,11 @@ paths: instance parameters: - in: path - name: id - schema: - type: integer - description: A unique integer value identifying this quality settings. - required: true - - in: query name: id schema: type: integer description: An id of a quality settings instance + required: true tags: - quality requestBody: From 67b943b8c55cb11ec4b183c40101d4fb57eaa753 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Thu, 8 Jun 2023 16:28:36 +0300 Subject: [PATCH 245/257] Update migrations --- ...b_type_created_date.py => 0069_add_job_type_created_date.py} | 2 +- cvat/apps/quality_control/migrations/0001_initial.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) rename cvat/apps/engine/migrations/{0068_add_job_type_created_date.py => 0069_add_job_type_created_date.py} (96%) diff --git a/cvat/apps/engine/migrations/0068_add_job_type_created_date.py b/cvat/apps/engine/migrations/0069_add_job_type_created_date.py similarity index 96% rename from cvat/apps/engine/migrations/0068_add_job_type_created_date.py rename to cvat/apps/engine/migrations/0069_add_job_type_created_date.py index d275f92ac754..5b67720368b1 100644 --- a/cvat/apps/engine/migrations/0068_add_job_type_created_date.py +++ b/cvat/apps/engine/migrations/0069_add_job_type_created_date.py @@ -17,7 +17,7 @@ def add_created_date_to_existing_jobs(apps, schema_editor): class Migration(migrations.Migration): dependencies = [ - ('engine', '0067_alter_cloudstorage_credentials_type'), + ('engine', '0068_auto_20230418_0901'), ] operations = [ diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index 1810850669ab..e96e9a7d8b11 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -8,7 +8,7 @@ class Migration(migrations.Migration): initial = True dependencies = [ - ("engine", "0068_add_job_type_created_date"), + ("engine", "0069_add_job_type_created_date"), ] operations = [ From 09994971ff73266054ee80c4e1ca128c481f915f Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 12:22:33 +0300 Subject: [PATCH 246/257] Fix lambda function runs on job a frame --- cvat/apps/lambda_manager/tests/test_lambda.py | 234 +++++++++++++++--- cvat/apps/lambda_manager/views.py | 26 +- 2 files changed, 214 insertions(+), 46 deletions(-) diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index 0c4ff5633a0b..b162b9a5906d 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -3,11 +3,12 @@ # # SPDX-License-Identifier: MIT -import json from collections import OrderedDict +from itertools import groupby from io import BytesIO from typing import Dict, Optional from unittest import mock, skip +import json import os import requests @@ -78,15 +79,15 @@ class _LambdaTestCaseBase(APITestCase): def setUp(self): self.client = APIClient() - http_patcher = mock.patch('cvat.apps.lambda_manager.views.LambdaGateway._http', side_effect = self.__get_data_from_lambda_manager_http) + http_patcher = mock.patch('cvat.apps.lambda_manager.views.LambdaGateway._http', side_effect = self._get_data_from_lambda_manager_http) self.addCleanup(http_patcher.stop) http_patcher.start() - invoke_patcher = mock.patch('cvat.apps.lambda_manager.views.LambdaGateway.invoke', side_effect = self.__invoke_function) + invoke_patcher = mock.patch('cvat.apps.lambda_manager.views.LambdaGateway.invoke', side_effect = self._invoke_function) self.addCleanup(invoke_patcher.stop) invoke_patcher.start() - def __get_data_from_lambda_manager_http(self, **kwargs): + def _get_data_from_lambda_manager_http(self, **kwargs): url = kwargs["url"] if url == "/api/functions": return functions["positive"] @@ -104,7 +105,7 @@ def __get_data_from_lambda_manager_http(self, **kwargs): r.response = HttpResponseNotFound() raise r # raise 404 Not Found error - def __invoke_function(self, func, payload): + def _invoke_function(self, func, payload): data = [] func_id = func.id type_function = functions["positive"][func_id]["metadata"]["annotations"]["type"] @@ -170,15 +171,15 @@ def _create_db_users(cls): cls.user = user_dummy - def _create_task(self, data, image_data, *, owner=None, org_id=None): + def _create_task(self, task_spec, data, *, owner=None, org_id=None): with ForceLogin(owner or self.admin, self.client): - response = self.client.post('/api/tasks', data=data, format="json", + response = self.client.post('/api/tasks', data=task_spec, format="json", QUERY_STRING=f'org_id={org_id}' if org_id is not None else None) assert response.status_code == status.HTTP_201_CREATED, response.status_code tid = response.data["id"] response = self.client.post("/api/tasks/%s/data" % tid, - data=image_data, + data=data, QUERY_STRING=f'org_id={org_id}' if org_id is not None else None) assert response.status_code == status.HTTP_202_ACCEPTED, response.status_code @@ -1042,6 +1043,163 @@ def test_api_v2_lambda_functions_create_function_is_not_ready(self): self.assertEqual(response.status_code, status.HTTP_500_INTERNAL_SERVER_ERROR) +class TestComplexFrameSetupCases(_LambdaTestCaseBase): + def _invoke_function(self, func, payload): + data = [] + func_id = func.id + type_function = functions["positive"][func_id]["metadata"]["annotations"]["type"] + if type_function == "reid": + if func_id == id_function_reid_response_data: + data = [0, 1] + else: + data = [] + elif type_function == "tracker": + data = { + "shape": [12.34, 34.0, 35.01, 41.99], + "state": {"key": "value"}, + } + elif type_function == "interactor": + data = [ + [8, 12], + [34, 56], + [77, 77], + ] + elif type_function == "detector": + data = [ + { + "confidence": "0.9959098", + "label": "car", + "points": [3, 3, 15, 15], + "type": "rectangle", + }, + ] + + return data + + def setUp(self): + super().setUp() + + image_count = 50 + frame_step = 5 + start_frame = 3 + stop_frame = image_count - 4 + + data = self._generate_task_images(image_count) + data["frame_filter"] = f"step={frame_step}" + data["start_frame"] = start_frame + data["stop_frame"] = stop_frame + + self.task = self._create_task( + task_spec={ + 'name': 'test_task', + 'labels': [{'name': 'car'}], + 'segment_size': 2 + }, + data=data, + owner=self.user + ) + self.task_rel_frame_range = range(len(range(start_frame, stop_frame, frame_step))) + + self.jobs = get_paginated_collection(lambda page: + self._get_request( + f"/api/jobs?task_id={self.task['id']}&page={page}", + self.admin + ) + ) + + self.function_id = id_function_detector + self.common_request_data = { + "task": self.task['id'], + "cleanup": True, + } + + def _run_function(self, function_id, data, user): + data["function"] = function_id + response = self._post_request(LAMBDA_REQUESTS_PATH, user, data) + self.assertEqual(response.status_code, status.HTTP_200_OK, response.content) + request_id = response.json()["id"] + + request_status = self._wait_request(request_id) + self.assertEqual(request_status, "finished") + + def _wait_request(self, request_id: str) -> str: + request_status = "started" + while request_status != "finished" and request_status != "failed": + response = self._get_request(f'{LAMBDA_REQUESTS_PATH}/{request_id}', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + request_status = response.json().get("status") + + return request_status + + def _run_interactor(self, function_id, data, user): + response = self._post_request(f'{LAMBDA_FUNCTIONS_PATH}/{function_id}', user, data) + return response + + def test_can_run_function_on_whole_task(self): + data = self.common_request_data.copy() + self._run_function(self.function_id, data, self.user) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["tracks"]), 0) + + requested_frame_range = self.task_rel_frame_range + self.assertEqual( + { + frame: 1 for frame in requested_frame_range + }, + { + frame: len(list(group)) + for frame, group in groupby(annotations["shapes"], key=lambda a: a["frame"]) + } + ) + + def test_can_run_interactor_on_valid_task_frame(self): + data = self.common_request_data.copy() + requested_frame = self.task_rel_frame_range[4] + data["frame"] = requested_frame + + response = self._run_interactor(self.function_id, data, self.user) + self.assertEqual(response.status_code, status.HTTP_200_OK) + + annotations = response.json() + self.assertEqual(1, len(annotations)) + + def test_can_run_interactor_on_invalid_task_frame(self): + data = self.common_request_data.copy() + requested_frame = self.task_rel_frame_range[-1] + 1 + data["frame"] = requested_frame + + response = self._run_interactor(self.function_id, data, self.user) + self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) + + def test_can_run_interactor_on_valid_job_frame(self): + data = self.common_request_data.copy() + job = self.jobs[2] + requested_frame = job["start_frame"] + 1 + data["frame"] = requested_frame + data["job"] = job["id"] + + response = self._run_interactor(self.function_id, data, self.user) + self.assertEqual(response.status_code, status.HTTP_200_OK) + + annotations = response.json() + self.assertEqual(1, len(annotations)) + + def test_can_run_interactor_on_invalid_job_frame(self): + data = self.common_request_data.copy() + job = self.jobs[2] + requested_frame = job["stop_frame"] + 1 + data["frame"] = requested_frame + data["job"] = job["id"] + + response = self._run_interactor(self.function_id, data, self.user) + self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) + + class Issue4996_Cases(_LambdaTestCaseBase): # Check regressions for https://github.com/opencv/cvat/issues/4996#issuecomment-1266123032 # We need to check that job assignee can call functions in the assigned jobs @@ -1083,14 +1241,16 @@ def _set_job_assignee(self, job: int, assignee: Optional[int], *, assert response.status_code == status.HTTP_200_OK def setUp(self): + super().setUp() + self.org = self._create_org(owner=self.admin, members={self.user: 'worker'}) - task = self._create_task(data={ + task = self._create_task(task_spec={ 'name': 'test_task', 'labels': [{'name': 'cat'}], 'segment_size': 2 }, - image_data=self._generate_task_images(6), + data=self._generate_task_images(6), owner=self.admin, org_id=self.org['id'], ) @@ -1104,7 +1264,7 @@ def setUp(self): ) self.job = jobs[1] - self.common_data = { + self.common_request_data = { "task": self.task['id'], "frame": 0, "cleanup": True, @@ -1113,81 +1273,79 @@ def setUp(self): }, } - self.function_name = f"{LAMBDA_FUNCTIONS_PATH}/{id_function_detector}" - - return super().setUp() + self.function_url = f"{LAMBDA_FUNCTIONS_PATH}/{id_function_detector}" - def _get_valid_job_params(self): - return { + def _get_valid_job_request_data(self): + data = self.common_request_data.copy() + data.update({ "job": self.job['id'], "frame": 2 - } + }) + return data - def _get_invalid_job_params(self): - return { + def _get_invalid_job_request_data(self): + data = self.common_request_data.copy() + data.update({ "job": self.job['id'], "frame": 0 - } + }) + return data def test_can_call_function_for_job_worker_in_org__deny_unassigned_worker_with_task_request(self): - data = self.common_data.copy() + data = self.common_request_data.copy() with self.subTest(job=None, assignee=None): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) def test_can_call_function_for_job_worker_in_org__deny_unassigned_worker_with_job_request(self): - data = self.common_data.copy() - data.update(self._get_valid_job_params()) + data = self._get_valid_job_request_data() with self.subTest(job='defined', assignee=None): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) def test_can_call_function_for_job_worker_in_org__allow_task_assigned_worker_with_task_request(self): self._set_task_assignee(self.task['id'], self.user.id, org_id=self.org['id']) - data = self.common_data.copy() + data = self.common_request_data.copy() with self.subTest(job=None, assignee='task'): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_200_OK) def test_can_call_function_for_job_worker_in_org__deny_job_assigned_worker_with_task_request(self): self._set_job_assignee(self.job['id'], self.user.id, org_id=self.org['id']) - data = self.common_data.copy() + data = self.common_request_data.copy() with self.subTest(job=None, assignee='job'): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) def test_can_call_function_for_job_worker_in_org__allow_job_assigned_worker_with_job_request(self): self._set_job_assignee(self.job['id'], self.user.id, org_id=self.org['id']) - data = self.common_data.copy() - data.update(self._get_valid_job_params()) + data = self._get_valid_job_request_data() with self.subTest(job='defined', assignee='job'): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_200_OK) def test_can_check_job_boundaries_in_function_call__fail_for_frame_outside_job(self): self._set_job_assignee(self.job['id'], self.user.id, org_id=self.org['id']) - data = self.common_data.copy() - data.update(self._get_invalid_job_params()) + data = self._get_invalid_job_request_data() with self.subTest(job='defined', frame='outside'): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) def test_can_check_job_boundaries_in_function_call__ok_for_frame_inside_job(self): self._set_job_assignee(self.job['id'], self.user.id, org_id=self.org['id']) - data = self.common_data.copy() - data.update(self._get_valid_job_params()) + data = self._get_valid_job_request_data() with self.subTest(job='defined', frame='inside'): - response = self._post_request(self.function_name, self.user, data, + response = self._post_request(self.function_url, self.user, data, org_id=self.org['id']) self.assertEqual(response.status_code, status.HTTP_200_OK) diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index 2a14f8f23f4e..c31d61a8453e 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -250,14 +250,24 @@ def invoke(self, db_task: Task, data: Dict[str, Any], *, db_job: Optional[Job] = supported_attrs[func_label].update({ attr["name"]: task_attributes[mapped_label][mapped_attr] }) # Check job frame boundaries - for key, desc in ( - ('frame', 'frame'), - ('frame0', 'start frame'), - ('frame1', 'end frame'), - ): - if key in data and db_job and not db_job.segment.contains_frame(data[key]): - raise ValidationError(f"The {desc} is outside the job range", - code=status.HTTP_400_BAD_REQUEST) + if db_job: + task_data = db_task.data + data_start_frame = task_data.start_frame + step = task_data.get_frame_step() + + for key, desc in ( + ('frame', 'frame'), + ('frame0', 'start frame'), + ('frame1', 'end frame'), + ): + if key not in data: + continue + + abs_frame_id = data_start_frame + data[key] * step + if not db_job.segment.contains_frame(abs_frame_id): + raise ValidationError(f"The {desc} is outside the job range", + code=status.HTTP_400_BAD_REQUEST) + if self.kind == LambdaType.DETECTOR: payload.update({ From 080fa8ec3569c4eb6b890d463bd1fb8332bbce39 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 13:36:26 +0300 Subject: [PATCH 247/257] Merge migrations --- ...b_type_created_date.py => 0070_add_job_type_created_date.py} | 2 +- cvat/apps/quality_control/migrations/0001_initial.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) rename cvat/apps/engine/migrations/{0069_add_job_type_created_date.py => 0070_add_job_type_created_date.py} (97%) diff --git a/cvat/apps/engine/migrations/0069_add_job_type_created_date.py b/cvat/apps/engine/migrations/0070_add_job_type_created_date.py similarity index 97% rename from cvat/apps/engine/migrations/0069_add_job_type_created_date.py rename to cvat/apps/engine/migrations/0070_add_job_type_created_date.py index 5b67720368b1..cd8230e04a51 100644 --- a/cvat/apps/engine/migrations/0069_add_job_type_created_date.py +++ b/cvat/apps/engine/migrations/0070_add_job_type_created_date.py @@ -17,7 +17,7 @@ def add_created_date_to_existing_jobs(apps, schema_editor): class Migration(migrations.Migration): dependencies = [ - ('engine', '0068_auto_20230418_0901'), + ('engine', '0069_auto_20230608_1915'), ] operations = [ diff --git a/cvat/apps/quality_control/migrations/0001_initial.py b/cvat/apps/quality_control/migrations/0001_initial.py index e96e9a7d8b11..492b237db487 100644 --- a/cvat/apps/quality_control/migrations/0001_initial.py +++ b/cvat/apps/quality_control/migrations/0001_initial.py @@ -8,7 +8,7 @@ class Migration(migrations.Migration): initial = True dependencies = [ - ("engine", "0069_add_job_type_created_date"), + ("engine", "0070_add_job_type_created_date"), ] operations = [ From fbc8df2585ecc8467b3a21a1ea0d8db0fd845f25 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 14:56:48 +0300 Subject: [PATCH 248/257] Implement support for job annotation in lambda --- cvat/apps/lambda_manager/serializers.py | 45 +++++ cvat/apps/lambda_manager/tests/test_lambda.py | 24 +++ cvat/apps/lambda_manager/views.py | 169 +++++++++++++----- 3 files changed, 191 insertions(+), 47 deletions(-) create mode 100644 cvat/apps/lambda_manager/serializers.py diff --git a/cvat/apps/lambda_manager/serializers.py b/cvat/apps/lambda_manager/serializers.py new file mode 100644 index 000000000000..06a8732a2eed --- /dev/null +++ b/cvat/apps/lambda_manager/serializers.py @@ -0,0 +1,45 @@ +# Copyright (C) 2023 CVAT.ai Corporation +# +# SPDX-License-Identifier: MIT + +from rest_framework import serializers + + +class LabelMappingEntrySerializer(serializers.DictField): + name = serializers.CharField() + +class FunctionCallRequestSerializer(serializers.Serializer): + function = serializers.CharField(help_text="The name of the function to execute") + + task = serializers.IntegerField(help_text="The id of the task to annotate") + job = serializers.IntegerField(required=False, help_text="The id of the job to annotate") + + quality = serializers.ChoiceField(choices=['compressed', 'original'], default="original", + help_text="The quality of the images to use in the model run" + ) + cleanup = serializers.BooleanField(default=False) + convMaskToPoly = serializers.BooleanField(default=False) # TODO: use lowercase naming + threshold = serializers.FloatField(required=False) + mapping = serializers.DictField(child=LabelMappingEntrySerializer(), required=False, + help_text="Label mapping from the model to the task labels" + ) + max_distance = serializers.IntegerField(required=False) + +class FunctionSerializer(serializers.Serializer): + id = serializers.CharField(help_text="The name of the function") + + task = serializers.IntegerField(help_text="The id of the task") + job = serializers.IntegerField(required=False, help_text="The id of the job") + + threshold = serializers.FloatField(required=False) + +class FunctionCallSerializer(serializers.Serializer): + id = serializers.CharField(help_text="Request id") + + function = FunctionSerializer() + status = serializers.CharField() + progress = serializers.IntegerField(default=0) + enqueued = serializers.DateTimeField() + started = serializers.DateTimeField() + ended = serializers.DateTimeField() + exc_info = serializers.CharField() diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index b162b9a5906d..026baf7548c8 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -1157,6 +1157,30 @@ def test_can_run_function_on_whole_task(self): } ) + def test_can_run_function_on_whole_job(self): + data = self.common_request_data.copy() + job = self.jobs[3] + data["job"] = job["id"] + self._run_function(self.function_id, data, self.user) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["tracks"]), 0) + + requested_frame_range = range(job["start_frame"], job["stop_frame"] + 1) + self.assertEqual( + { + frame: 1 for frame in requested_frame_range + }, + { + frame: len(list(group)) + for frame, group in groupby(annotations["shapes"], key=lambda a: a["frame"]) + } + ) + def test_can_run_interactor_on_valid_task_frame(self): data = self.common_request_data.copy() requested_frame = self.task_rel_frame_range[4] diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index 4308cc3c2ea5..50523c3f49f1 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -3,6 +3,8 @@ # # SPDX-License-Identifier: MIT +from __future__ import annotations + import base64 import json import os @@ -34,6 +36,7 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.models import Job, ShapeType, SourceType, Task from cvat.apps.engine.serializers import LabeledDataSerializer +from cvat.apps.lambda_manager.serializers import FunctionCallRequestSerializer, FunctionCallSerializer from cvat.utils.http import make_requests_session from cvat.apps.iam.permissions import LambdaPermission from cvat.apps.iam.filters import ORGANIZATION_OPEN_API_PARAMETERS @@ -418,7 +421,11 @@ def get_jobs(self): return [LambdaJob(job) for job in jobs if job.meta.get("lambda")] - def enqueue(self, lambda_func, threshold, task, quality, mapping, cleanup, conv_mask_to_poly, max_distance): + def enqueue(self, + lambda_func, threshold, task, quality, mapping, cleanup, conv_mask_to_poly, max_distance, + *, + job: Optional[int] = None + ) -> LambdaJob: jobs = self.get_jobs() # It is still possible to run several concurrent jobs for the same task. # But the race isn't critical. The filtration is just a light-weight @@ -433,12 +440,13 @@ def enqueue(self, lambda_func, threshold, task, quality, mapping, cleanup, conv_ # with invocation of non-trivial functions. For example, it cannot run # staticmethod, it cannot run a callable class. Thus I provide an object # which has __call__ function. - job = queue.create_job(LambdaJob(None), + rq_job = queue.create_job(LambdaJob(None), meta = { "lambda": True }, kwargs = { "function": lambda_func, "threshold": threshold, "task": task, + "job": job, "quality": quality, "cleanup": cleanup, "conv_mask_to_poly": conv_mask_to_poly, @@ -446,18 +454,18 @@ def enqueue(self, lambda_func, threshold, task, quality, mapping, cleanup, conv_ "max_distance": max_distance }) - queue.enqueue_job(job) + queue.enqueue_job(rq_job) - return LambdaJob(job) + return LambdaJob(rq_job) def fetch_job(self, pk): queue = self._get_queue() - job = queue.fetch_job(pk) - if job is None or not job.meta.get("lambda"): + rq_job = queue.fetch_job(pk) + if rq_job is None or not rq_job.meta.get("lambda"): raise ValidationError("{} lambda job is not found".format(pk), code=status.HTTP_404_NOT_FOUND) - return LambdaJob(job) + return LambdaJob(rq_job) class LambdaJob: def __init__(self, job): @@ -513,8 +521,19 @@ def is_scheduled(self): def delete(self): self.job.delete() - @staticmethod - def _call_detector(function, db_task, labels, quality, threshold, mapping, conv_mask_to_poly): + @classmethod + def _call_detector( + cls, + function: LambdaFunction, + db_task: Task, + labels: Dict[str, Dict[str, Any]], + quality: str, + threshold: float, + mapping: Optional[Dict[str, str]], + conv_mask_to_poly: bool, + *, + db_job: Optional[Job] = None + ): class Results: def __init__(self, task_id): self.task_id = task_id @@ -543,14 +562,28 @@ def reset(self): results = Results(db_task.id) - for frame in range(db_task.data.size): + if db_job: + task_data = db_task.data + data_start_frame = task_data.start_frame + step = task_data.get_frame_step() + frame_set = [ + (abs_id - data_start_frame) // step + for abs_id in db_job.segment.frame_set + ] + else: + frame_set = range(db_task.data.size) + + for frame in frame_set: if frame in db_task.data.deleted_frames: continue - annotations = function.invoke(db_task, data={ + + annotations = function.invoke(db_task, db_job=db_job, data={ "frame": frame, "quality": quality, "mapping": mapping, - "threshold": threshold }) + "threshold": threshold + }) + progress = (frame + 1) / db_task.data.size - if not LambdaJob._update_progress(progress): + if not cls._update_progress(progress): break for anno in annotations: @@ -594,7 +627,7 @@ def reset(self): results.append_shape(shape) - # Accumulate data during 100 frames before sumbitting results. + # Accumulate data during 100 frames before submitting results. # It is optimization to make fewer calls to our server. Also # it isn't possible to keep all results in memory. if frame and frame % 100 == 0: @@ -613,9 +646,17 @@ def _update_progress(progress): return job.get_status() - - @staticmethod - def _call_reid(function, db_task, quality, threshold, max_distance): + @classmethod + def _call_reid( + cls, + function: LambdaFunction, + db_task: Task, + quality: str, + threshold: float, + max_distance: int, + *, + db_job: Optional[Job] = None + ): data = dm.task.get_task_data(db_task.id) boxes_by_frame = [[] for _ in range(db_task.data.size)] shapes_without_boxes = [] @@ -636,7 +677,7 @@ def _call_reid(function, db_task, quality, threshold, max_distance): boxes1 = boxes_by_frame[frame + 1] if boxes0 and boxes1: - matching = function.invoke(db_task, data={ + matching = function.invoke(db_task, db_job=db_job, data={ "frame0": frame, "frame1": frame + 1, "quality": quality, "boxes0": boxes0, "boxes1": boxes1, "threshold": threshold, "max_distance": max_distance}) @@ -694,12 +735,24 @@ def _call_reid(function, db_task, quality, threshold, max_distance): if serializer.is_valid(raise_exception=True): dm.task.put_task_data(db_task.id, serializer.data) - @staticmethod - def __call__(function, task, quality, cleanup, **kwargs): + @classmethod + def __call__(cls, function, task: int, quality: str, cleanup: bool, **kwargs): # TODO: need logging - db_task = Task.objects.get(pk=task) + db_job = None + if job := kwargs.get('job'): + db_job = Job.objects.select_related('segment', 'segment__task').get(pk=job) + db_task = db_job.segment.task + else: + db_task = Task.objects.get(pk=task) + if cleanup: - dm.task.delete_task_data(db_task.id) + if db_job: + dm.task.delete_job_data(db_job.id) + elif db_task: + dm.task.delete_task_data(db_task.id) + else: + assert False + db_labels = (db_task.project.label_set if db_task.project_id else db_task.label_set).prefetch_related("attributespec_set").all() labels = {} for label in db_labels: @@ -708,11 +761,12 @@ def __call__(function, task, quality, cleanup, **kwargs): labels[label.name]['attributes'][attr['name']] = attr['id'] if function.kind == LambdaType.DETECTOR: - LambdaJob._call_detector(function, db_task, labels, quality, - kwargs.get("threshold"), kwargs.get("mapping"), kwargs.get("conv_mask_to_poly")) + cls._call_detector(function, db_task, labels, quality, + kwargs.get("threshold"), kwargs.get("mapping"), kwargs.get("conv_mask_to_poly"), + db_job=db_job) elif function.kind == LambdaType.REID: - LambdaJob._call_reid(function, db_task, quality, - kwargs.get("threshold"), kwargs.get("max_distance")) + cls._call_reid(function, db_task, quality, + kwargs.get("threshold"), kwargs.get("max_distance"), db_job=db_job) def return_response(success_code=status.HTTP_200_OK): def wrap_response(func): @@ -823,14 +877,25 @@ def call(self, request, func_id): # specify correct type OpenApiParameter('id', location=OpenApiParameter.PATH, type=OpenApiTypes.INT, description='Request id'), - ]), + ], + responses={ + '200': FunctionCallSerializer + } + ), list=extend_schema( operation_id='lambda_list_requests', - summary='Method returns a list of requests'), - #TODO + summary='Method returns a list of requests', + responses={ + '200': FunctionCallSerializer(many=True) + } + ), create=extend_schema( parameters=ORGANIZATION_OPEN_API_PARAMETERS, - summary='Method calls the function' + summary='Method calls the function', + request=FunctionCallRequestSerializer, + responses={ + '200': FunctionCallSerializer + } ), delete=extend_schema(summary='Method cancels the request') ) @@ -855,47 +920,57 @@ def list(self, request): task_ids = set(queryset.values_list("id", flat=True)) queue = LambdaQueue() - return [job.to_dict() for job in queue.get_jobs() if job.get_task() in task_ids] + rq_jobs = [job.to_dict() for job in queue.get_jobs() if job.get_task() in task_ids] + + response_serializer = FunctionCallSerializer(rq_jobs, many=True) + return response_serializer.data @return_response() def create(self, request): + request_serializer = FunctionCallRequestSerializer(data=request.data) + request_serializer.is_valid(raise_exception=True) + request_data = request_serializer.validated_data + try: - function = request.data['function'] - threshold = request.data.get('threshold') - task = request.data['task'] - quality = request.data.get("quality") - cleanup = request.data.get('cleanup', False) - conv_mask_to_poly = request.data.get('convMaskToPoly', False) - mapping = request.data.get('mapping') - max_distance = request.data.get('max_distance') + function = request_data['function'] + threshold = request_data.get('threshold') + task = request_data['task'] + job = request_data.get('job', None) + quality = request_data.get("quality") + cleanup = request_data.get('cleanup', False) + conv_mask_to_poly = request_data.get('convMaskToPoly', False) + mapping = request_data.get('mapping') + max_distance = request_data.get('max_distance') except KeyError as err: raise ValidationError( - '`{}` lambda function was run '.format(request.data.get('function', 'undefined')) + + '`{}` lambda function was run '.format(request_data.get('function', 'undefined')) + 'with wrong arguments ({})'.format(str(err)), code=status.HTTP_400_BAD_REQUEST) gateway = LambdaGateway() queue = LambdaQueue() lambda_func = gateway.get(function) - job = queue.enqueue(lambda_func, threshold, task, quality, - mapping, cleanup, conv_mask_to_poly, max_distance) + rq_job = queue.enqueue(lambda_func, threshold, task, quality, + mapping, cleanup, conv_mask_to_poly, max_distance, job=job) - return job.to_dict() + response_serializer = FunctionCallSerializer(rq_job.to_dict()) + return response_serializer.data @return_response() def retrieve(self, request, pk): self.check_object_permissions(request, pk) queue = LambdaQueue() - job = queue.fetch_job(pk) + rq_job = queue.fetch_job(pk) - return job.to_dict() + response_serializer = FunctionCallSerializer(rq_job.to_dict()) + return response_serializer.data @return_response(status.HTTP_204_NO_CONTENT) def delete(self, request, pk): self.check_object_permissions(request, pk) queue = LambdaQueue() - job = queue.fetch_job(pk) - job.delete() + rq_job = queue.fetch_job(pk) + rq_job.delete() def ONNXDetector(request): dirname = os.path.join(settings.STATIC_ROOT, 'lambda_manager') From d69cb1898fc2945470842e158b50998e699696ba Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 16:30:50 +0300 Subject: [PATCH 249/257] t --- cvat/apps/lambda_manager/tests/test_lambda.py | 41 +++++++++++++++++++ cvat/apps/lambda_manager/views.py | 23 +++++++---- 2 files changed, 56 insertions(+), 8 deletions(-) diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index 026baf7548c8..24da31c39453 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -1099,6 +1099,8 @@ def setUp(self): owner=self.user ) self.task_rel_frame_range = range(len(range(start_frame, stop_frame, frame_step))) + self.start_frame = start_frame + self.frame_step = frame_step self.jobs = get_paginated_collection(lambda page: self._get_request( @@ -1181,6 +1183,45 @@ def test_can_run_function_on_whole_job(self): } ) + def test_can_run_function_on_gt_job(self): + requested_frame_range = self.task_rel_frame_range[::3] + response = self._post_request("/api/jobs", self.admin, data={ + "type": "ground_truth", + "task_id": self.task["id"], + "frame_selection_method": "manual", + "frames": [ + self.start_frame + frame * self.frame_step for frame in requested_frame_range + ], + }) + self.assertEqual(response.status_code, status.HTTP_201_CREATED) + job = response.json() + + data = self.common_request_data.copy() + data["job"] = job["id"] + self._run_function(self.function_id, data, self.user) + + response = self._get_request(f'/api/jobs/{job["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["tracks"]), 0) + + self.assertEqual( + { + frame: 1 for frame in requested_frame_range + }, + { + frame: len(list(group)) + for frame, group in groupby(annotations["shapes"], key=lambda a: a["frame"]) + } + ) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) + def test_can_run_interactor_on_valid_task_frame(self): data = self.common_request_data.copy() requested_frame = self.task_rel_frame_range[4] diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index 50523c3f49f1..7064f9de00f5 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -535,8 +535,9 @@ def _call_detector( db_job: Optional[Job] = None ): class Results: - def __init__(self, task_id): + def __init__(self, task_id, job_id: Optional[int] = None): self.task_id = task_id + self.job_id = job_id self.reset() def append_shape(self, shape): @@ -546,11 +547,17 @@ def append_tag(self, tag): self.data["tags"].append(tag) def submit(self): - if not self.is_empty(): - serializer = LabeledDataSerializer(data=self.data) - if serializer.is_valid(raise_exception=True): + if self.is_empty(): + return + + serializer = LabeledDataSerializer(data=self.data) + if serializer.is_valid(raise_exception=True): + if self.job_id: + dm.task.patch_job_data(self.job_id, serializer.data, "create") + else: dm.task.patch_task_data(self.task_id, serializer.data, "create") - self.reset() + + self.reset() def is_empty(self): return not (self.data["tags"] or self.data["shapes"] or self.data["tracks"]) @@ -560,16 +567,16 @@ def reset(self): # FIXME: need to provide the correct version here self.data = {"version": 0, "tags": [], "shapes": [], "tracks": []} - results = Results(db_task.id) + results = Results(db_task.id, job_id=db_job.id if db_job else None) if db_job: task_data = db_task.data data_start_frame = task_data.start_frame step = task_data.get_frame_step() - frame_set = [ + frame_set = sorted( (abs_id - data_start_frame) // step for abs_id in db_job.segment.frame_set - ] + ) else: frame_set = range(db_task.data.size) From 8a4ed6c7a4b51a05645213e75a66ba541a329ddd Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 17:25:03 +0300 Subject: [PATCH 250/257] Fix gt job frames in complex setups --- cvat/apps/engine/serializers.py | 4 +-- cvat/apps/engine/views.py | 2 +- tests/python/rest_api/test_jobs.py | 56 ++++++++++++++++++++++++++++-- 3 files changed, 57 insertions(+), 5 deletions(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 06f48f0eae23..1c4d0081cd7c 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -672,8 +672,8 @@ def create(self, validated_data): ) segment = models.Segment.objects.create( - start_frame=task.data.start_frame, - stop_frame=task.data.stop_frame, + start_frame=0, + stop_frame=task.data.size, frames=frames, task=task, type=models.SegmentType.SPECIFIC_FRAMES, diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index 520673d2bde3..e9d884e8b37e 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -1915,7 +1915,7 @@ def metadata(self, request, pk): stop_frame = db_job.segment.stop_frame frame_step = db_data.get_frame_step() data_start_frame = db_data.start_frame + start_frame * frame_step - data_stop_frame = db_data.start_frame + stop_frame * frame_step + data_stop_frame = min(db_data.stop_frame, db_data.start_frame + stop_frame * frame_step) frame_set = db_job.segment.frame_set if request.method == 'PATCH': diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 2df0ca5841aa..264722852704 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -21,8 +21,9 @@ from PIL import Image from shared.utils.config import make_api_client +from shared.utils.helpers import generate_image_files -from .utils import CollectionSimpleFilterTestBase, compare_annotations, export_dataset +from .utils import CollectionSimpleFilterTestBase, compare_annotations, create_task, export_dataset def get_job_staff(job, tasks, projects): @@ -577,7 +578,9 @@ def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): assert job_frame_ids == gt_job_meta.included_frames # The frames themselves are the same as in the whole range - # this is required in UI implementation + # this is required by the UI implementation + assert task_meta.start_frame == gt_job_meta.start_frame + assert task_meta.stop_frame == gt_job_meta.stop_frame if task_mode == "annotation": assert ( len(gt_job_meta.frames) @@ -588,6 +591,52 @@ def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): else: assert False + @pytest.mark.usefixtures("restore_db_per_function") + def test_can_get_gt_job_meta_with_complex_frame_setup(self, admin_user): + image_count = 50 + start_frame = 3 + stop_frame = image_count - 4 + frame_step = 5 + + images = generate_image_files(image_count) + + task_id, _ = create_task( + admin_user, + spec={ + "name": "test complex frame setup", + "labels": [{"name": "cat"}], + }, + data={ + "image_quality": 75, + "start_frame": start_frame, + "stop_frame": stop_frame, + "frame_filter": f"step={frame_step}", + "client_files": images, + "sorting_method": "predefined", + }, + ) + + task_frame_ids = range(start_frame, stop_frame, frame_step) + job_frame_ids = list(task_frame_ids[::3]) + gt_job = self._get_or_create_gt_job(admin_user, task_id, job_frame_ids) + + with make_api_client(admin_user) as api_client: + (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(gt_job.id) + + # The size is adjusted by the frame step and included frames + assert len(job_frame_ids) == gt_job_meta.size + assert job_frame_ids == gt_job_meta.included_frames + + # The frames themselves are the same as in the whole range + # with placeholders in the frames outside the job. + # This is required by the UI implementation + assert start_frame == gt_job_meta.start_frame + assert max(task_frame_ids) == gt_job_meta.stop_frame + assert [frame_info["name"] for frame_info in gt_job_meta.frames] == [ + images[frame].name if frame in job_frame_ids else "placeholder.jpg" + for frame in task_frame_ids + ] + @pytest.mark.parametrize("task_mode", ["annotation", "interpolation"]) @pytest.mark.parametrize("quality", ["compressed", "original"]) def test_can_get_gt_job_chunk(self, admin_user, tasks, task_mode, quality): @@ -622,6 +671,9 @@ def test_can_get_gt_job_chunk(self, admin_user, tasks, task_mode, quality): ) included_frames = job_frame_ids + # The frame count is the same as in the whole range + # with placeholders in the frames outside the job. + # This is required by the UI implementation with zipfile.ZipFile(chunk_file) as chunk: assert set(chunk.namelist()) == set("{:06d}.jpeg".format(i) for i in frame_range) From 3c423f4be2e94e97fa3014afb4744e5f47b256e6 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 18:00:46 +0300 Subject: [PATCH 251/257] Update changelog --- CHANGELOG.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ba14f1396d11..cb5a9409317c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,9 +8,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## \[2.5.0] - Unreleased ### Added - \[API\] An option to supply custom file ordering for task data uploads () -- New option ``semi-auto`` is available as annotations source () +- New option ``semi-auto`` is available as annotations source () - \[API\] Support for Ground Truth job creation and removal () - \[API\] Task quality estimation endpoints () +- \[API\] An option to run autoannotation on a job () ### Changed - Allowed to use dataset manifest for the `predefined` sorting method for task data () From 8023dfe08726ebbc0d450bbdb8b3c1e44c512156 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 19:21:43 +0300 Subject: [PATCH 252/257] Fix stop_frame --- cvat/apps/engine/serializers.py | 2 +- tests/python/rest_api/test_jobs.py | 8 ++++++++ 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index 1c4d0081cd7c..90d5ea8a4134 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -673,7 +673,7 @@ def create(self, validated_data): segment = models.Segment.objects.create( start_frame=0, - stop_frame=task.data.size, + stop_frame=task.data.size - 1, frames=frames, task=task, type=models.SegmentType.SPECIFIC_FRAMES, diff --git a/tests/python/rest_api/test_jobs.py b/tests/python/rest_api/test_jobs.py index 264722852704..27d6d1c4f11b 100644 --- a/tests/python/rest_api/test_jobs.py +++ b/tests/python/rest_api/test_jobs.py @@ -573,6 +573,10 @@ def test_can_get_gt_job_meta(self, admin_user, tasks, task_mode): with make_api_client(user) as api_client: (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(gt_job.id) + # These values are relative to the resulting task frames, unlike meta values + assert 0 == gt_job.start_frame + assert task_meta.size - 1 == gt_job.stop_frame + # The size is adjusted by the frame step and included frames assert job_frame_count == gt_job_meta.size assert job_frame_ids == gt_job_meta.included_frames @@ -623,6 +627,10 @@ def test_can_get_gt_job_meta_with_complex_frame_setup(self, admin_user): with make_api_client(admin_user) as api_client: (gt_job_meta, _) = api_client.jobs_api.retrieve_data_meta(gt_job.id) + # These values are relative to the resulting task frames, unlike meta values + assert 0 == gt_job.start_frame + assert len(task_frame_ids) - 1 == gt_job.stop_frame + # The size is adjusted by the frame step and included frames assert len(job_frame_ids) == gt_job_meta.size assert job_frame_ids == gt_job_meta.included_frames From 70074e461d7598d24a8aed4fc7d2db0f2a1879b4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 9 Jun 2023 19:22:09 +0300 Subject: [PATCH 253/257] Fix schema and add more tests --- cvat/apps/lambda_manager/tests/test_lambda.py | 38 +++++++++++++++++++ cvat/apps/lambda_manager/views.py | 12 ++++-- 2 files changed, 47 insertions(+), 3 deletions(-) diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index 24da31c39453..81d014a78e02 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -1222,6 +1222,44 @@ def test_can_run_function_on_gt_job(self): annotations = response.json() self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) + def test_function_run_on_task_does_not_affect_gt_job(self): + requested_frame_range = self.task_rel_frame_range[::3] + response = self._post_request("/api/jobs", self.admin, data={ + "type": "ground_truth", + "task_id": self.task["id"], + "frame_selection_method": "manual", + "frames": [ + self.start_frame + frame * self.frame_step for frame in requested_frame_range + ], + }) + self.assertEqual(response.status_code, status.HTTP_201_CREATED) + job = response.json() + + data = self.common_request_data.copy() + self._run_function(self.function_id, data, self.user) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["tracks"]), 0) + + self.assertEqual( + { + frame: 1 for frame in requested_frame_range + }, + { + frame: len(list(group)) + for frame, group in groupby(annotations["shapes"], key=lambda a: a["frame"]) + } + ) + + response = self._get_request(f'/api/jobs/{job["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) + def test_can_run_interactor_on_valid_task_frame(self): data = self.common_request_data.copy() requested_frame = self.task_rel_frame_range[4] diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index 7064f9de00f5..bfa577aa3f6a 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -881,8 +881,7 @@ def call(self, request, func_id): operation_id='lambda_retrieve_requests', summary='Method returns the status of the request', parameters=[ - # specify correct type - OpenApiParameter('id', location=OpenApiParameter.PATH, type=OpenApiTypes.INT, + OpenApiParameter('id', location=OpenApiParameter.PATH, type=OpenApiTypes.STR, description='Request id'), ], responses={ @@ -904,7 +903,14 @@ def call(self, request, func_id): '200': FunctionCallSerializer } ), - delete=extend_schema(summary='Method cancels the request') + delete=extend_schema( + operation_id='lambda_delete_requests', + summary='Method cancels the request', + parameters=[ + OpenApiParameter('id', location=OpenApiParameter.PATH, type=OpenApiTypes.STR, + description='Request id'), + ] + ), ) class RequestViewSet(viewsets.ViewSet): iam_organization_field = None From 4b1221d118deb19afd79fffdb14fe20cf6cb32db Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 12 Jun 2023 17:58:00 +0300 Subject: [PATCH 254/257] Add support for reid, add tests --- cvat/apps/engine/tests/utils.py | 8 +- cvat/apps/lambda_manager/tests/test_lambda.py | 277 +++++++++++++++--- cvat/apps/lambda_manager/views.py | 60 ++-- 3 files changed, 288 insertions(+), 57 deletions(-) diff --git a/cvat/apps/engine/tests/utils.py b/cvat/apps/engine/tests/utils.py index 71ee4031877e..f0b71463a202 100644 --- a/cvat/apps/engine/tests/utils.py +++ b/cvat/apps/engine/tests/utils.py @@ -4,7 +4,7 @@ from contextlib import contextmanager from io import BytesIO -from typing import Callable, Iterator, TypeVar +from typing import Any, Callable, Dict, Iterator, Sequence, TypeVar import itertools import logging import os @@ -124,3 +124,9 @@ def get_paginated_collection( break return values + + +def filter_dict( + d: Dict[str, Any], *, keep: Sequence[str] = None, drop: Sequence[str] = None +) -> Dict[str, Any]: + return {k: v for k, v in d.items() if (not keep or k in keep) and (not drop or k not in drop)} diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index 81d014a78e02..1ad52c9c0e1f 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -18,15 +18,15 @@ from rest_framework import status from rest_framework.test import APIClient, APITestCase -from cvat.apps.engine.tests.utils import get_paginated_collection +from cvat.apps.engine.tests.utils import filter_dict, get_paginated_collection LAMBDA_ROOT_PATH = '/api/lambda' LAMBDA_FUNCTIONS_PATH = f'{LAMBDA_ROOT_PATH}/functions' LAMBDA_REQUESTS_PATH = f'{LAMBDA_ROOT_PATH}/requests' id_function_detector = "test-openvino-omz-public-yolo-v3-tf" -id_function_reid_response_data = "test-openvino-omz-intel-person-reidentification-retail-0300" -id_function_reid_response_no_data = "test-openvino-omz-intel-person-reidentification-retail-1234" +id_function_reid_with_response_data = "test-openvino-omz-intel-person-reidentification-retail-0300" +id_function_reid_with_no_response_data = "test-openvino-omz-intel-person-reidentification-retail-1234" id_function_interactor = "test-openvino-dextr" id_function_tracker = "test-pth-foolwood-siammask" id_function_non_type = "test-model-has-non-type" @@ -110,7 +110,7 @@ def _invoke_function(self, func, payload): func_id = func.id type_function = functions["positive"][func_id]["metadata"]["annotations"]["type"] if type_function == "reid": - if func_id == id_function_reid_response_data: + if func_id == id_function_reid_with_response_data: data = [0, 1] else: data = [] @@ -234,6 +234,14 @@ def _patch_request(self, path, user, data, *, org_id=None): return response + def _put_request(self, path, user, data, *, org_id=None): + data = json.dumps(data) + with ForceLogin(user, self.client): + response = self.client.put(path, data=data, content_type='application/json', + QUERY_STRING=f'org_id={org_id}' if org_id is not None else '') + return response + + def _check_expected_keys_in_response_function(self, data): kind = data["kind"] if kind == "interactor": @@ -295,7 +303,7 @@ def test_api_v2_lambda_functions_list_wrong(self, mock_http): def test_api_v2_lambda_functions_read(self): ids_functions = [id_function_detector, id_function_interactor,\ - id_function_tracker, id_function_reid_response_data, \ + id_function_tracker, id_function_reid_with_response_data, \ id_function_non_type, id_function_wrong_type, id_function_unknown_type] for id_func in ids_functions: @@ -438,7 +446,7 @@ def test_api_v2_lambda_requests_delete_not_finished_request(self): def test_api_v2_lambda_requests_create(self): ids_functions = [id_function_detector, id_function_interactor, id_function_tracker, \ - id_function_reid_response_data, id_function_detector, id_function_reid_response_no_data, \ + id_function_reid_with_response_data, id_function_detector, id_function_reid_with_no_response_data, \ id_function_non_type, id_function_wrong_type, id_function_unknown_type] for id_func in ids_functions: @@ -773,22 +781,22 @@ def test_api_v2_lambda_functions_create_reid(self): "quality": None, } - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_data}", self.admin, data_main_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_response_data}", self.admin, data_main_task) self.assertEqual(response.status_code, status.HTTP_200_OK) - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_data}", self.user, data_assigneed_to_user_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_response_data}", self.user, data_assigneed_to_user_task) self.assertEqual(response.status_code, status.HTTP_200_OK) - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_data}", None, data_main_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_response_data}", None, data_main_task) self.assertEqual(response.status_code, status.HTTP_401_UNAUTHORIZED) - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_no_data}", self.admin, data_main_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_no_response_data}", self.admin, data_main_task) self.assertEqual(response.status_code, status.HTTP_200_OK) - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_no_data}", self.user, data_assigneed_to_user_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_no_response_data}", self.user, data_assigneed_to_user_task) self.assertEqual(response.status_code, status.HTTP_200_OK) - response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_response_no_data}", None, data_main_task) + response = self._post_request(f"{LAMBDA_FUNCTIONS_PATH}/{id_function_reid_with_no_response_data}", None, data_main_task) self.assertEqual(response.status_code, status.HTTP_401_UNAUTHORIZED) @@ -1049,8 +1057,8 @@ def _invoke_function(self, func, payload): func_id = func.id type_function = functions["positive"][func_id]["metadata"]["annotations"]["type"] if type_function == "reid": - if func_id == id_function_reid_response_data: - data = [0, 1] + if func_id == id_function_reid_with_response_data: + data = [0] else: data = [] elif type_function == "tracker": @@ -1083,6 +1091,7 @@ def setUp(self): frame_step = 5 start_frame = 3 stop_frame = image_count - 4 + segment_size = 2 data = self._generate_task_images(image_count) data["frame_filter"] = f"step={frame_step}" @@ -1093,7 +1102,7 @@ def setUp(self): task_spec={ 'name': 'test_task', 'labels': [{'name': 'car'}], - 'segment_size': 2 + 'segment_size': segment_size }, data=data, owner=self.user @@ -1101,6 +1110,14 @@ def setUp(self): self.task_rel_frame_range = range(len(range(start_frame, stop_frame, frame_step))) self.start_frame = start_frame self.frame_step = frame_step + self.segment_size = segment_size + + self.labels = get_paginated_collection(lambda page: + self._get_request( + f"/api/labels?task_id={self.task['id']}&page={page}&sort=id", + self.admin + ) + ) self.jobs = get_paginated_collection(lambda page: self._get_request( @@ -1109,13 +1126,15 @@ def setUp(self): ) ) - self.function_id = id_function_detector + self.detector_function_id = id_function_detector + self.reid_function_id = id_function_reid_with_response_data + self.common_request_data = { "task": self.task['id'], "cleanup": True, } - def _run_function(self, function_id, data, user): + def _run_offline_function(self, function_id, data, user): data["function"] = function_id response = self._post_request(LAMBDA_REQUESTS_PATH, user, data) self.assertEqual(response.status_code, status.HTTP_200_OK, response.content) @@ -1133,13 +1152,13 @@ def _wait_request(self, request_id: str) -> str: return request_status - def _run_interactor(self, function_id, data, user): + def _run_online_function(self, function_id, data, user): response = self._post_request(f'{LAMBDA_FUNCTIONS_PATH}/{function_id}', user, data) return response - def test_can_run_function_on_whole_task(self): + def test_can_run_offline_detector_function_on_whole_task(self): data = self.common_request_data.copy() - self._run_function(self.function_id, data, self.user) + self._run_offline_function(self.detector_function_id, data, self.user) response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) self.assertEqual(response.status_code, status.HTTP_200_OK) @@ -1159,11 +1178,69 @@ def test_can_run_function_on_whole_task(self): } ) - def test_can_run_function_on_whole_job(self): + def test_can_run_offline_reid_function_on_whole_task(self): + # Add starting shapes to be tracked on following frames + requested_frame_range = self.task_rel_frame_range + shape_template = { + 'attributes': [], + 'group': None, + 'label_id': self.labels[0]["id"], + 'occluded': False, + 'points': [0, 5, 5, 0], + 'source': 'manual', + 'type': 'rectangle', + 'z_order': 0, + } + response = self._put_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin, data={ + 'tags': [], + 'shapes': [ + { 'frame': frame, **shape_template } + for frame in requested_frame_range + ], + 'tracks': [] + }) + self.assertEqual(response.status_code, status.HTTP_200_OK) + + data = self.common_request_data.copy() + data["cleanup"] = False # cleanup is not compatible with reid + self._run_offline_function(self.reid_function_id, data, self.user) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["shapes"]), 0) + self.assertEqual( + [ + # The single track will be split by job segments + { + 'frame': job["start_frame"], + 'shapes': [ + { 'frame': frame, 'outside': frame > job["stop_frame"] } + for frame in requested_frame_range + if frame in range(job["start_frame"], job["stop_frame"] + self.segment_size) + ] + } + for job in sorted(self.jobs, key=lambda j: j["start_frame"]) + ], + [ + { + 'frame': track['frame'], + 'shapes': [ + filter_dict(shape, keep=['frame', 'outside']) + for shape in track["shapes"] + ] + } + for track in annotations['tracks'] + ] + ) + + def test_can_run_offline_detector_function_on_whole_job(self): data = self.common_request_data.copy() job = self.jobs[3] data["job"] = job["id"] - self._run_function(self.function_id, data, self.user) + self._run_offline_function(self.detector_function_id, data, self.user) response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) self.assertEqual(response.status_code, status.HTTP_200_OK) @@ -1183,7 +1260,66 @@ def test_can_run_function_on_whole_job(self): } ) - def test_can_run_function_on_gt_job(self): + def test_can_run_offline_reid_function_on_whole_job(self): + job = self.jobs[3] + requested_frame_range = range(job["start_frame"], job["stop_frame"] + 1) + + # Add starting shapes to be tracked on following frames + shape_template = { + 'attributes': [], + 'group': None, + 'label_id': self.labels[0]["id"], + 'occluded': False, + 'points': [0, 5, 5, 0], + 'source': 'manual', + 'type': 'rectangle', + 'z_order': 0, + } + response = self._put_request(f'/api/jobs/{job["id"]}/annotations', self.admin, data={ + 'tags': [], + 'shapes': [ + { 'frame': frame, **shape_template } + for frame in requested_frame_range + ], + 'tracks': [] + }) + self.assertEqual(response.status_code, status.HTTP_200_OK) + + data = self.common_request_data.copy() + data["cleanup"] = False # cleanup is not compatible with reid + data["job"] = job["id"] + self._run_offline_function(self.reid_function_id, data, self.user) + + response = self._get_request(f'/api/jobs/{job["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["shapes"]), 0) + self.assertEqual( + [ + { + 'frame': job["start_frame"], + 'shapes': [ + { 'frame': frame, 'outside': frame > job["stop_frame"] } + for frame in requested_frame_range + if frame in range(job["start_frame"], job["stop_frame"] + self.segment_size) + ] + } + ], + [ + { + 'frame': track['frame'], + 'shapes': [ + filter_dict(shape, keep=['frame', 'outside']) + for shape in track["shapes"] + ] + } + for track in annotations['tracks'] + ] + ) + + def test_can_run_offline_detector_function_on_whole_gt_job(self): requested_frame_range = self.task_rel_frame_range[::3] response = self._post_request("/api/jobs", self.admin, data={ "type": "ground_truth", @@ -1198,7 +1334,7 @@ def test_can_run_function_on_gt_job(self): data = self.common_request_data.copy() data["job"] = job["id"] - self._run_function(self.function_id, data, self.user) + self._run_offline_function(self.detector_function_id, data, self.user) response = self._get_request(f'/api/jobs/{job["id"]}/annotations', self.admin) self.assertEqual(response.status_code, status.HTTP_200_OK) @@ -1222,7 +1358,80 @@ def test_can_run_function_on_gt_job(self): annotations = response.json() self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) - def test_function_run_on_task_does_not_affect_gt_job(self): + def test_can_run_offline_reid_function_on_whole_gt_job(self): + requested_frame_range = self.task_rel_frame_range[::3] + response = self._post_request("/api/jobs", self.admin, data={ + "type": "ground_truth", + "task_id": self.task["id"], + "frame_selection_method": "manual", + "frames": [ + self.start_frame + frame * self.frame_step for frame in requested_frame_range + ], + }) + self.assertEqual(response.status_code, status.HTTP_201_CREATED) + job = response.json() + + # Add starting shapes to be tracked on following frames + shape_template = { + 'attributes': [], + 'group': None, + 'label_id': self.labels[0]["id"], + 'occluded': False, + 'points': [0, 5, 5, 0], + 'source': 'manual', + 'type': 'rectangle', + 'z_order': 0, + } + response = self._put_request(f'/api/jobs/{job["id"]}/annotations', self.admin, data={ + 'tags': [], + 'shapes': [ + { 'frame': frame, **shape_template } + for frame in requested_frame_range + ], + 'tracks': [] + }) + self.assertEqual(response.status_code, status.HTTP_200_OK) + + data = self.common_request_data.copy() + data["cleanup"] = False # cleanup is not compatible with reid + data["job"] = job["id"] + self._run_offline_function(self.reid_function_id, data, self.user) + + response = self._get_request(f'/api/jobs/{job["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + + self.assertEqual(len(annotations["tags"]), 0) + self.assertEqual(len(annotations["shapes"]), 0) + self.assertEqual( + [ + { + 'frame': job["start_frame"], + 'shapes': [ + { 'frame': frame, 'outside': frame > job["stop_frame"] } + for frame in requested_frame_range + if frame in range(job["start_frame"], job["stop_frame"] + self.segment_size) + ] + } + ], + [ + { + 'frame': track['frame'], + 'shapes': [ + filter_dict(shape, keep=['frame', 'outside']) + for shape in track["shapes"] + ] + } + for track in annotations['tracks'] + ] + ) + + response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) + self.assertEqual(response.status_code, status.HTTP_200_OK) + annotations = response.json() + self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) + + def test_offline_function_run_on_task_does_not_affect_gt_job(self): requested_frame_range = self.task_rel_frame_range[::3] response = self._post_request("/api/jobs", self.admin, data={ "type": "ground_truth", @@ -1236,7 +1445,7 @@ def test_function_run_on_task_does_not_affect_gt_job(self): job = response.json() data = self.common_request_data.copy() - self._run_function(self.function_id, data, self.user) + self._run_offline_function(self.detector_function_id, data, self.user) response = self._get_request(f'/api/tasks/{self.task["id"]}/annotations', self.admin) self.assertEqual(response.status_code, status.HTTP_200_OK) @@ -1260,46 +1469,46 @@ def test_function_run_on_task_does_not_affect_gt_job(self): annotations = response.json() self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) - def test_can_run_interactor_on_valid_task_frame(self): + def test_can_run_online_function_on_valid_task_frame(self): data = self.common_request_data.copy() requested_frame = self.task_rel_frame_range[4] data["frame"] = requested_frame - response = self._run_interactor(self.function_id, data, self.user) + response = self._run_online_function(self.detector_function_id, data, self.user) self.assertEqual(response.status_code, status.HTTP_200_OK) annotations = response.json() self.assertEqual(1, len(annotations)) - def test_can_run_interactor_on_invalid_task_frame(self): + def test_can_run_online_function_on_invalid_task_frame(self): data = self.common_request_data.copy() requested_frame = self.task_rel_frame_range[-1] + 1 data["frame"] = requested_frame - response = self._run_interactor(self.function_id, data, self.user) + response = self._run_online_function(self.detector_function_id, data, self.user) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) - def test_can_run_interactor_on_valid_job_frame(self): + def test_can_run_online_function_on_valid_job_frame(self): data = self.common_request_data.copy() job = self.jobs[2] requested_frame = job["start_frame"] + 1 data["frame"] = requested_frame data["job"] = job["id"] - response = self._run_interactor(self.function_id, data, self.user) + response = self._run_online_function(self.detector_function_id, data, self.user) self.assertEqual(response.status_code, status.HTTP_200_OK) annotations = response.json() self.assertEqual(1, len(annotations)) - def test_can_run_interactor_on_invalid_job_frame(self): + def test_can_run_online_function_on_invalid_job_frame(self): data = self.common_request_data.copy() job = self.jobs[2] requested_frame = job["stop_frame"] + 1 data["frame"] = requested_frame data["job"] = job["id"] - response = self._run_interactor(self.function_id, data, self.user) + response = self._run_online_function(self.detector_function_id, data, self.user) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index bfa577aa3f6a..4be1a19a68ac 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -36,7 +36,9 @@ from cvat.apps.engine.frame_provider import FrameProvider from cvat.apps.engine.models import Job, ShapeType, SourceType, Task from cvat.apps.engine.serializers import LabeledDataSerializer -from cvat.apps.lambda_manager.serializers import FunctionCallRequestSerializer, FunctionCallSerializer +from cvat.apps.lambda_manager.serializers import ( + FunctionCallRequestSerializer, FunctionCallSerializer +) from cvat.utils.http import make_requests_session from cvat.apps.iam.permissions import LambdaPermission from cvat.apps.iam.filters import ORGANIZATION_OPEN_API_PARAMETERS @@ -569,16 +571,7 @@ def reset(self): results = Results(db_task.id, job_id=db_job.id if db_job else None) - if db_job: - task_data = db_task.data - data_start_frame = task_data.start_frame - step = task_data.get_frame_step() - frame_set = sorted( - (abs_id - data_start_frame) // step - for abs_id in db_job.segment.frame_set - ) - else: - frame_set = range(db_task.data.size) + frame_set = cls._get_frame_set(db_task, db_job) for frame in frame_set: if frame in db_task.data.deleted_frames: @@ -653,6 +646,21 @@ def _update_progress(progress): return job.get_status() + @classmethod + def _get_frame_set(cls, db_task: Task, db_job: Optional[Job]): + if db_job: + task_data = db_task.data + data_start_frame = task_data.start_frame + step = task_data.get_frame_step() + frame_set = sorted( + (abs_id - data_start_frame) // step + for abs_id in db_job.segment.frame_set + ) + else: + frame_set = range(db_task.data.size) + + return frame_set + @classmethod def _call_reid( cls, @@ -664,8 +672,14 @@ def _call_reid( *, db_job: Optional[Job] = None ): - data = dm.task.get_task_data(db_task.id) - boxes_by_frame = [[] for _ in range(db_task.data.size)] + if db_job: + data = dm.task.get_job_data(db_job.id) + else: + data = dm.task.get_task_data(db_task.id) + + frame_set = cls._get_frame_set(db_task, db_job) + + boxes_by_frame = {frame: [] for frame in frame_set} shapes_without_boxes = [] for shape in data["shapes"]: if shape["type"] == str(ShapeType.RECTANGLE): @@ -674,18 +688,18 @@ def _call_reid( shapes_without_boxes.append(shape) paths = {} - for frame in range(db_task.data.size - 1): - boxes0 = boxes_by_frame[frame] + for i, (frame0, frame1) in enumerate(zip(frame_set[:-1], frame_set[1:])): + boxes0 = boxes_by_frame[frame0] for box in boxes0: if "path_id" not in box: path_id = len(paths) paths[path_id] = [box] box["path_id"] = path_id - boxes1 = boxes_by_frame[frame + 1] + boxes1 = boxes_by_frame[frame1] if boxes0 and boxes1: matching = function.invoke(db_task, db_job=db_job, data={ - "frame0": frame, "frame1": frame + 1, "quality": quality, + "frame0": frame0, "frame1": frame1, "quality": quality, "boxes0": boxes0, "boxes1": boxes1, "threshold": threshold, "max_distance": max_distance}) @@ -695,12 +709,11 @@ def _call_reid( boxes1[idx1]["path_id"] = path_id paths[path_id].append(boxes1[idx1]) - progress = (frame + 2) / db_task.data.size - if not LambdaJob._update_progress(progress): + if not LambdaJob._update_progress((i + 1) / len(frame_set)): break - for box in boxes_by_frame[db_task.data.size - 1]: + for box in boxes_by_frame[frame_set[-1]]: if "path_id" not in box: path_id = len(paths) paths[path_id] = [box] @@ -728,7 +741,7 @@ def _call_reid( box["attributes"] = [] for track in tracks: - if track["shapes"][-1]["frame"] != db_task.data.size - 1: + if track["shapes"][-1]["frame"] != frame_set[-1]: box = track["shapes"][-1].copy() box["outside"] = True box["frame"] += 1 @@ -740,7 +753,10 @@ def _call_reid( serializer = LabeledDataSerializer(data=data) if serializer.is_valid(raise_exception=True): - dm.task.put_task_data(db_task.id, serializer.data) + if db_job: + dm.task.put_job_data(db_job.id, serializer.data) + else: + dm.task.put_task_data(db_task.id, serializer.data) @classmethod def __call__(cls, function, task: int, quality: str, cleanup: bool, **kwargs): From 181af12094239e2ef60e831775a81d391c642dc7 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 12 Jun 2023 17:59:32 +0300 Subject: [PATCH 255/257] Update serializers --- cvat/apps/lambda_manager/serializers.py | 9 +- cvat/schema.yml | 130 +++++++++++++++++++++++- 2 files changed, 132 insertions(+), 7 deletions(-) diff --git a/cvat/apps/lambda_manager/serializers.py b/cvat/apps/lambda_manager/serializers.py index 06a8732a2eed..63c3c7b1429a 100644 --- a/cvat/apps/lambda_manager/serializers.py +++ b/cvat/apps/lambda_manager/serializers.py @@ -2,12 +2,17 @@ # # SPDX-License-Identifier: MIT +from drf_spectacular.utils import extend_schema_serializer from rest_framework import serializers class LabelMappingEntrySerializer(serializers.DictField): name = serializers.CharField() +@extend_schema_serializer( + # The "Request" suffix is added by drf-spectacular automatically + component_name='FunctionCall' +) class FunctionCallRequestSerializer(serializers.Serializer): function = serializers.CharField(help_text="The name of the function to execute") @@ -25,7 +30,7 @@ class FunctionCallRequestSerializer(serializers.Serializer): ) max_distance = serializers.IntegerField(required=False) -class FunctionSerializer(serializers.Serializer): +class FunctionCallParamsSerializer(serializers.Serializer): id = serializers.CharField(help_text="The name of the function") task = serializers.IntegerField(help_text="The id of the task") @@ -36,7 +41,7 @@ class FunctionSerializer(serializers.Serializer): class FunctionCallSerializer(serializers.Serializer): id = serializers.CharField(help_text="Request id") - function = FunctionSerializer() + function = FunctionCallParamsSerializer() status = serializers.CharField() progress = serializers.IntegerField(default=0) enqueued = serializers.DateTimeField() diff --git a/cvat/schema.yml b/cvat/schema.yml index 894bd933f6ba..272850b0c68b 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -2436,7 +2436,13 @@ paths: - basicAuth: [] responses: '200': - description: No response body + content: + application/vnd.cvat+json: + schema: + type: array + items: + $ref: '#/components/schemas/FunctionCall' + description: '' post: operationId: lambda_create_requests summary: Method calls the function @@ -2458,6 +2464,12 @@ paths: description: Organization identifier tags: - lambda + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/FunctionCallRequest' + required: true security: - sessionAuth: [] csrfAuth: [] @@ -2465,8 +2477,12 @@ paths: - signatureAuth: [] - basicAuth: [] responses: - '201': - description: No response body + '200': + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/FunctionCall' + description: '' /api/lambda/requests/{id}: get: operationId: lambda_retrieve_requests @@ -2475,7 +2491,7 @@ paths: - in: path name: id schema: - type: integer + type: string description: Request id required: true tags: @@ -2488,7 +2504,11 @@ paths: - basicAuth: [] responses: '200': - description: No response body + content: + application/vnd.cvat+json: + schema: + $ref: '#/components/schemas/FunctionCall' + description: '' /api/memberships: get: operationId: memberships_list @@ -6540,6 +6560,98 @@ components: description: |- * `random_uniform` - RANDOM_UNIFORM * `manual` - MANUAL + FunctionCall: + type: object + properties: + id: + type: string + description: Request id + function: + $ref: '#/components/schemas/FunctionCallParams' + status: + type: string + progress: + type: integer + default: 0 + enqueued: + type: string + format: date-time + started: + type: string + format: date-time + ended: + type: string + format: date-time + exc_info: + type: string + required: + - ended + - enqueued + - exc_info + - function + - id + - started + - status + FunctionCallParams: + type: object + properties: + id: + type: string + description: The name of the function + task: + type: integer + description: The id of the task + job: + type: integer + description: The id of the job + threshold: + type: number + format: double + required: + - id + - task + FunctionCallRequest: + type: object + properties: + function: + type: string + minLength: 1 + description: The name of the function to execute + task: + type: integer + description: The id of the task to annotate + job: + type: integer + description: The id of the job to annotate + quality: + allOf: + - $ref: '#/components/schemas/QualityEnum' + default: original + description: |- + The quality of the images to use in the model run + + * `compressed` - compressed + * `original` - original + cleanup: + type: boolean + default: false + convMaskToPoly: + type: boolean + default: false + threshold: + type: number + format: double + mapping: + type: object + additionalProperties: + type: object + additionalProperties: {} + description: Label mapping from the model to the task labels + max_distance: + type: integer + required: + - function + - task InputTypeEnum: enum: - checkbox @@ -8193,6 +8305,14 @@ components: * `AZURE_CONTAINER` - AZURE_CONTAINER * `GOOGLE_DRIVE` - GOOGLE_DRIVE * `GOOGLE_CLOUD_STORAGE` - GOOGLE_CLOUD_STORAGE + QualityEnum: + enum: + - compressed + - original + type: string + description: |- + * `compressed` - compressed + * `original` - original QualityReport: type: object properties: From 000af8c75a7de2982635eba3b00b3a4e87f950b2 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Mon, 12 Jun 2023 18:02:43 +0300 Subject: [PATCH 256/257] Fix test --- cvat/apps/lambda_manager/tests/test_lambda.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/cvat/apps/lambda_manager/tests/test_lambda.py b/cvat/apps/lambda_manager/tests/test_lambda.py index 1ad52c9c0e1f..e6d4e9a57af4 100644 --- a/cvat/apps/lambda_manager/tests/test_lambda.py +++ b/cvat/apps/lambda_manager/tests/test_lambda.py @@ -1432,13 +1432,13 @@ def test_can_run_offline_reid_function_on_whole_gt_job(self): self.assertEqual(annotations, {'version': 0, 'tags': [], 'shapes': [], 'tracks': []}) def test_offline_function_run_on_task_does_not_affect_gt_job(self): - requested_frame_range = self.task_rel_frame_range[::3] response = self._post_request("/api/jobs", self.admin, data={ "type": "ground_truth", "task_id": self.task["id"], "frame_selection_method": "manual", "frames": [ - self.start_frame + frame * self.frame_step for frame in requested_frame_range + self.start_frame + frame * self.frame_step + for frame in self.task_rel_frame_range[::3] ], }) self.assertEqual(response.status_code, status.HTTP_201_CREATED) @@ -1454,6 +1454,7 @@ def test_offline_function_run_on_task_does_not_affect_gt_job(self): self.assertEqual(len(annotations["tags"]), 0) self.assertEqual(len(annotations["tracks"]), 0) + requested_frame_range = self.task_rel_frame_range self.assertEqual( { frame: 1 for frame in requested_frame_range From 1b9a78ee4dca2f839009c24e9e0526c564023280 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 16 Jun 2023 13:08:43 +0300 Subject: [PATCH 257/257] Update schema fields --- cvat/apps/lambda_manager/serializers.py | 18 +++++++++--------- cvat/apps/lambda_manager/views.py | 5 ++++- cvat/schema.yml | 11 ++++++++++- 3 files changed, 23 insertions(+), 11 deletions(-) diff --git a/cvat/apps/lambda_manager/serializers.py b/cvat/apps/lambda_manager/serializers.py index 63c3c7b1429a..ff8435c28337 100644 --- a/cvat/apps/lambda_manager/serializers.py +++ b/cvat/apps/lambda_manager/serializers.py @@ -31,20 +31,20 @@ class FunctionCallRequestSerializer(serializers.Serializer): max_distance = serializers.IntegerField(required=False) class FunctionCallParamsSerializer(serializers.Serializer): - id = serializers.CharField(help_text="The name of the function") + id = serializers.CharField(allow_null=True, help_text="The name of the function") - task = serializers.IntegerField(help_text="The id of the task") + task = serializers.IntegerField(allow_null=True, help_text="The id of the task") job = serializers.IntegerField(required=False, help_text="The id of the job") - threshold = serializers.FloatField(required=False) + threshold = serializers.FloatField(allow_null=True) class FunctionCallSerializer(serializers.Serializer): id = serializers.CharField(help_text="Request id") function = FunctionCallParamsSerializer() - status = serializers.CharField() - progress = serializers.IntegerField(default=0) - enqueued = serializers.DateTimeField() - started = serializers.DateTimeField() - ended = serializers.DateTimeField() - exc_info = serializers.CharField() + status = serializers.CharField(allow_null=True) + progress = serializers.IntegerField(default=0, allow_null=True) + enqueued = serializers.DateTimeField(allow_null=True) + started = serializers.DateTimeField(allow_null=True) + ended = serializers.DateTimeField(allow_null=True) + exc_info = serializers.CharField(required=False, allow_null=True) diff --git a/cvat/apps/lambda_manager/views.py b/cvat/apps/lambda_manager/views.py index 4be1a19a68ac..5f154366bff9 100644 --- a/cvat/apps/lambda_manager/views.py +++ b/cvat/apps/lambda_manager/views.py @@ -480,7 +480,10 @@ def to_dict(self): "function": { "id": lambda_func.id if lambda_func else None, "threshold": self.job.kwargs.get("threshold"), - "task": self.job.kwargs.get("task") + "task": self.job.kwargs.get("task"), + **({ + "job": self.job.kwargs["job"], + } if self.job.kwargs.get("job") else {}) }, "status": self.job.get_status(), "progress": self.job.meta.get('progress', 0), diff --git a/cvat/schema.yml b/cvat/schema.yml index 272850b0c68b..20be33fa2ce9 100644 --- a/cvat/schema.yml +++ b/cvat/schema.yml @@ -6570,24 +6570,29 @@ components: $ref: '#/components/schemas/FunctionCallParams' status: type: string + nullable: true progress: type: integer + nullable: true default: 0 enqueued: type: string format: date-time + nullable: true started: type: string format: date-time + nullable: true ended: type: string format: date-time + nullable: true exc_info: type: string + nullable: true required: - ended - enqueued - - exc_info - function - id - started @@ -6597,9 +6602,11 @@ components: properties: id: type: string + nullable: true description: The name of the function task: type: integer + nullable: true description: The id of the task job: type: integer @@ -6607,9 +6614,11 @@ components: threshold: type: number format: double + nullable: true required: - id - task + - threshold FunctionCallRequest: type: object properties:

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