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cvat-sdk==2.0 | ||
cvat-sdk==2.0a1.* | ||
Pillow>=6.2.0 |
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VERSION = "0.2-alpha" | ||
VERSION = "2.0a1" |
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# Generated code | ||
cvat_sdk/api_client/ | ||
cvat_sdk/version.py | ||
requirements/ | ||
docs/ | ||
setup.py | ||
|
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# {{{projectName}}} | ||
{{#appDescriptionWithNewLines}} | ||
{{{.}}} | ||
{{/appDescriptionWithNewLines}} | ||
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This Python package is automatically generated by the [OpenAPI Generator](https://openapi-generator.tech) project: | ||
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- API version: {{appVersion}} | ||
- Package version: {{packageVersion}} | ||
{{^hideGenerationTimestamp}} | ||
- Build date: {{generatedDate}} | ||
{{/hideGenerationTimestamp}} | ||
- Build package: {{generatorClass}} | ||
{{#infoUrl}} | ||
For more information, please visit [{{{infoUrl}}}]({{{infoUrl}}}) | ||
{{/infoUrl}} | ||
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## Installation & Usage | ||
### pip install | ||
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If the python package is hosted on a repository, you can install directly using: | ||
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```sh | ||
pip install git+https://{{gitHost}}/{{{gitUserId}}}/{{{gitRepoId}}}.git | ||
``` | ||
(you may need to run `pip` with root permission: `sudo pip install git+https://{{gitHost}}/{{{gitUserId}}}/{{{gitRepoId}}}.git`) | ||
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Then import the package: | ||
```python | ||
import {{{packageName}}} | ||
``` | ||
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### Setuptools | ||
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Install via [Setuptools](http://pypi.python.org/pypi/setuptools). | ||
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```sh | ||
python setup.py install --user | ||
``` | ||
(or `sudo python setup.py install` to install the package for all users) | ||
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Then import the package: | ||
```python | ||
import {{{packageName}}} | ||
``` | ||
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## Getting Started | ||
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Please follow the [installation procedure](#installation--usage) and then run the following: | ||
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{{> README_common }} |
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cvat-sdk/gen/templates/openapi-generator/README_common.mustache
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API includes 2 layers: | ||
- REST API wrappers (`ApiClient`). Located in at `cvat_sdk.api_client` | ||
- high-level tools (`core`). Located at `cvat_sdk.core` | ||
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### `ApiClient` (low level) | ||
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This layer is useful if you need to work directly with REST API, but want | ||
to have data validation and syntax assistance from your code editor. The code | ||
on this layer is autogenerated. | ||
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#### Example | ||
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Let's see how a task with local files can be created. We will use the basic auth | ||
to make things simpler. | ||
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```python | ||
from time import sleep | ||
from cvat_sdk.api_client import Configuration, ApiClient, models, apis, exceptions | ||
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configuration = Configuration( | ||
host="{{{basePath}}}", | ||
username='YOUR_USERNAME', | ||
password='YOUR_PASSWORD', | ||
) | ||
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# Enter a context with an instance of the API client | ||
with ApiClient(configuration) as api_client: | ||
# Parameters can be passed as a plain dict with JSON-serialized data | ||
# or as model objects (from cvat_sdk.api_client.models), including | ||
# mixed variants. | ||
# | ||
# In case of dicts, keys must be the same as members of models.I<ModelName> | ||
# interfaces and values must be convertible to the corresponding member | ||
# value types (e.g. a date or string enum value can be parsed from a string). | ||
# | ||
# In case of model objects, data must be of the corresponding | ||
# models.<ModelName> types. | ||
# | ||
# Let's use a dict here. It should look like models.ITaskWriteRequest | ||
task_spec = { | ||
'name': 'example task', | ||
"labels": [{ | ||
"name": "car", | ||
"color": "#ff00ff", | ||
"attributes": [ | ||
{ | ||
"name": "a", | ||
"mutable": True, | ||
"input_type": "number", | ||
"default_value": "5", | ||
"values": ["4", "5", "6"] | ||
} | ||
] | ||
}], | ||
} | ||
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try: | ||
# Apis can be accessed as ApiClient class members | ||
# We use different models for input and output data. For input data, | ||
# models are typically called like "*Request". Output data models have | ||
# no suffix. | ||
(task, response) = api_client.tasks_api.create(task_spec) | ||
except exceptions.ApiException as e: | ||
# We can catch the basic exception type, or a derived type | ||
print("Exception when trying to create a task: %s\n" % e) | ||
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# Here we will use models instead of a dict | ||
task_data = models.DataRequest( | ||
image_quality=75, | ||
start_frame=2, | ||
stop_frame=5, | ||
client_files=[ | ||
open('image1.jpg', 'rb'), | ||
open('image2.jpg', 'rb'), | ||
], | ||
) | ||
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# If we pass binary file objects, we need to specify content type. | ||
# For this endpoint, we don't have response data | ||
(_, response) = api_client.tasks_api.create_data(task.id, | ||
data_request=task_data, | ||
_content_type="multipart/form-data", | ||
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# we can choose to check the response status manually | ||
# and disable the response data parsing | ||
_check_status=False, _parse_response=False | ||
) | ||
assert response.status == 202, response.msg | ||
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# Wait till task data is processed | ||
for _ in range(100): | ||
(status, _) = api_client.tasks_api.retrieve_status(task.id) | ||
if status.state.value in ['Finished', 'Failed']: | ||
break | ||
sleep(0.1) | ||
assert status.state.value == 'Finished', status.message | ||
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# Update the task object and check the task size | ||
(task, _) = api_client.tasks_api.retrieve(task.id) | ||
assert task.size == 4 | ||
``` | ||
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### `Core` (high-level) | ||
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This layer provides high-level APIs, allowing easier access to server operations. | ||
API includes *Repositories* and *Entities*. Repositories provide management | ||
operations for Entitites. Entitites represent separate objects on the server | ||
(e.g. tasks, jobs etc). | ||
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#### Example | ||
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```python | ||
from cvat_sdk import make_client, models | ||
from cvat_sdk.core.proxies.tasks import ResourceType, Task | ||
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with make_client(host="{{{basePath}}}") as client: | ||
# Authorize using the basic auth | ||
client.login(('YOUR_USERNAME', 'YOUR_PASSWORD')) | ||
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# Models are used the same way as in the layer 1 | ||
task_spec = { | ||
"name": "example task 2", | ||
"labels": [ | ||
{ | ||
"name": "car", | ||
"color": "#ff00ff", | ||
"attributes": [ | ||
{ | ||
"name": "a", | ||
"mutable": True, | ||
"input_type": "number", | ||
"default_value": "5", | ||
"values": ["4", "5", "6"], | ||
} | ||
], | ||
} | ||
], | ||
} | ||
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# Different repositories can be accessed as the Client class members. | ||
# They may provide both simple and complex operations, | ||
# such as entity creation, retrieval and removal. | ||
task = client.tasks.create_from_data( | ||
spec=task_spec, | ||
resource_type=ResourceType.LOCAL, | ||
resources=['image1.jpg', 'image2.png'], | ||
) | ||
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# Task object is already up-to-date with its server counterpart | ||
assert task.size == 2 | ||
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# An entity needs to be fetch()-ed to reflect the latest changes. | ||
# It can be update()-d and remove()-d depending on the entity type. | ||
task.update({'name': 'mytask'}) | ||
task.remove() | ||
``` | ||
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## Documentation for API Endpoints | ||
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All URIs are relative to *{{basePath}}* | ||
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Class | Method | HTTP request | Description | ||
------------ | ------------- | ------------- | ------------- | ||
{{#apiInfo}}{{#apis}}{{#operations}}{{#operation}}*{{classname}}* | **{{operationId}}** | **{{httpMethod}}** {{path}} | {{summary}} | ||
{{/operation}}{{/operations}}{{/apis}}{{/apiInfo}} | ||
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## Documentation For Models | ||
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{{#models}}{{#model}} - {{{classname}}} | ||
{{/model}}{{/models}} | ||
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## Author | ||
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{{#apiInfo}}{{#apis}}{{#-last}}{{infoEmail}} | ||
{{/-last}}{{/apis}}{{/apiInfo}} |
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-r api_client.txt | ||
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attrs >= 21.4.0 | ||
Pillow >= 9.0.1 | ||
tqdm >= 4.64.0 | ||
tuspy == 0.2.5 # have it pinned, because SDK has lots of patched TUS code | ||
typing_extensions >= 4.2.0 |
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cvat-sdk==2.0 | ||
cvat-sdk==2.0a1.* | ||
pytest==6.2.5 | ||
requests==2.26.0 | ||
deepdiff==5.6.0 | ||
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