Test/backend test cases for fAIr

.github/workflows/backend_build.yml

@@ -89,7 +89,7 @@ jobs:
           pip install coverage
           pip install factory-boy
 
-      - name: Creating env
+      - name: Create env
         run: |
           cd backend/
           mv sample_env .env

backend/login/views.py

@@ -38,7 +38,7 @@ def get(self, request, format=None):
 
 
 class callback(APIView):
-    def get(self, request, format=None):
+    def get(self, request, format=None):  # pragma: no cover
         """Callback method redirected from osm callback method
 
         Args:

backend/pyproject.toml

@@ -46,6 +46,7 @@ distribution = true
 dev = [
     "commitizen>=3.27.0",
     "ruff>=0.4.9",
+    "coverage>=7.6.0",
 ]
 
 [tool.commitizen]
@@ -54,3 +55,8 @@ tag_format = "\"v$version\""
 version_scheme = "semver2"
 version = "1.0.1"
 update_changelog_on_bump = true
+
+[tool.coverage.run]
+omit = [
+    "/usr/*"
+]

backend/tests/factories.py

@@ -0,0 +1,137 @@
+import factory
+from login.models import OsmUser
+from django.contrib.gis.geos import Polygon
+from core.models import (
+    Dataset,
+    AOI,
+    Label,
+    Model,
+    Training,
+    Feedback,
+    FeedbackAOI,
+    FeedbackLabel,
+)
+
+
+class OsmUserFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = OsmUser
+
+    osm_id = 123456
+
+
+class DatasetFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = Dataset
+
+    name = "My test dataset"
+    source_imagery = "https://tiles.openaerialmap.org/5ac4fc6f26964b0010033112/0/5ac4fc6f26964b0010033113/{z}/{x}/{y}"
+    created_by = factory.SubFactory(OsmUserFactory)
+
+
+class AoiFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = AOI
+
+    geom = Polygon(
+        (
+            (32.588507094820351, 0.348666499011499),
+            (32.588517512656978, 0.348184682976698),
+            (32.588869114643053, 0.348171660921362),
+            (32.588840465592334, 0.348679521066151),
+            (32.588507094820351, 0.348666499011499),
+        )
+    )
+    dataset = factory.SubFactory(DatasetFactory)
+
+
+class LabelFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = Label
+
+    aoi = factory.SubFactory(AoiFactory)
+    geom = Polygon(
+        (
+            (32.588507094820351, 0.348666499011499),
+            (32.588517512656978, 0.348184682976698),
+            (32.588869114643053, 0.348171660921362),
+            (32.588840465592334, 0.348679521066151),
+            (32.588507094820351, 0.348666499011499),
+        )
+    )
+
+
+class ModelFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = Model
+
+    dataset = factory.SubFactory(DatasetFactory)
+    name = "My test model"
+    created_by = factory.SubFactory(OsmUserFactory)
+
+
+class TrainingFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = Training
+
+    model = factory.SubFactory(ModelFactory)
+    description = "My very first training"
+    created_by = factory.SubFactory(OsmUserFactory)
+    epochs = 1
+    zoom_level = [20, 21]
+    batch_size = 1
+
+
+class FeedbackFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = Feedback
+
+    geom = Polygon(
+        (
+            (32.588507094820351, 0.348666499011499),
+            (32.588517512656978, 0.348184682976698),
+            (32.588869114643053, 0.348171660921362),
+            (32.588840465592334, 0.348679521066151),
+            (32.588507094820351, 0.348666499011499),
+        )
+    )
+    training = factory.SubFactory(TrainingFactory)
+    zoom_level = 19
+    feedback_type = "TP"
+    user = factory.SubFactory(OsmUserFactory)
+    source_imagery = "https://tiles.openaerialmap.org/5ac4fc6f26964b0010033112/0/5ac4fc6f26964b0010033113/{z}/{x}/{y}"
+
+
+class FeedbackAoiFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = FeedbackAOI
+
+    training = factory.SubFactory(TrainingFactory)
+    geom = Polygon(
+        (
+            (32.588507094820351, 0.348666499011499),
+            (32.588517512656978, 0.348184682976698),
+            (32.588869114643053, 0.348171660921362),
+            (32.588840465592334, 0.348679521066151),
+            (32.588507094820351, 0.348666499011499),
+        )
+    )
+    label_status = -1
+    source_imagery = "https://tiles.openaerialmap.org/5ac4fc6f26964b0010033112/0/5ac4fc6f26964b0010033113/{z}/{x}/{y}"
+    user = factory.SubFactory(OsmUserFactory)
+
+
+class FeedbackLabelFactory(factory.django.DjangoModelFactory):
+    class Meta:
+        model = FeedbackLabel
+
+    feedback_aoi = factory.SubFactory(FeedbackAoiFactory)
+    geom = Polygon(
+        (
+            (32.588507094820351, 0.348666499011499),
+            (32.588517512656978, 0.348184682976698),
+            (32.588869114643053, 0.348171660921362),
+            (32.588840465592334, 0.348679521066151),
+            (32.588507094820351, 0.348666499011499),
+        )
+    )