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this is a bug reproduction in cvat on creating task with rest api
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import os | |
import time | |
import requests | |
class Credentials: | |
def __init__(self): | |
self.username = None | |
self.password = None | |
def to_dict(self): | |
return {'username': self.username, 'password': self.password} | |
class NetworkServiceConfig: | |
def __init__(self): | |
self.address = None | |
self.credentials = Credentials() | |
PROTOCOL = "http://" | |
API_VER = "/api/v1" | |
class LoginError(Exception): | |
""" throw on login error """ | |
class ProcessingTaskFailed(Exception): | |
pass | |
class CVATSession: | |
def __init__(self, cvat_config): | |
self._headers = None | |
self._config = cvat_config | |
def _make_url(self, endpoint: str): | |
return PROTOCOL + self._config.address + API_VER + endpoint | |
def login(self): | |
resp = requests.post(self._make_url("/auth/login"), json=self._config.credentials.to_dict()) | |
if resp.status_code != 200: | |
raise LoginError(" Cannot login to cvat instance with: " + str(self._config)) | |
key = resp.json()['key'] | |
self._headers = {'Authorization': 'Token ' + key} | |
def create_task(self, task_data): | |
resp = requests.post(self._make_url("/tasks"), headers=self._headers, json=task_data) | |
resp.raise_for_status() | |
return resp.json() | |
def upload_task_local_media(self, task_id: int, media_files): | |
self.wait_for_task_processing_finishes_or_fails(task_id) | |
data = {} | |
files = {f"client_files[{i}]": open(f, 'rb') for i, f in enumerate(media_files)} | |
data['image_quality'] = 100 | |
response = requests.post(self._make_url(f"/tasks/{task_id}/data"), headers=self._headers, data=data, files=files) | |
response.raise_for_status() | |
def wait_for_task_processing_finishes_or_fails(self, task_id: int, progress_clbk=None): | |
while True: | |
state = self.get_task_status(task_id)['state'] | |
if state not in ['Queued', 'Started', 'Finished', 'Failed ']: | |
raise ValueError(f"get_task_status() got unexpected value of state : {state}") | |
if state == "Finished": | |
if progress_clbk is not None: | |
progress_clbk(state, task_id) | |
return | |
if state == "Failed": | |
raise ProcessingTaskFailed(f"Processing Task {task_id} Failed!!") | |
time.sleep(0.5) | |
def get_task_status(self, task_id: int): | |
resp = requests.get(self._make_url(f"/tasks/{task_id}/status"), headers=self._headers) | |
resp.raise_for_status() | |
return resp.json() | |
def get_annotations_for_task(self, task_id: int): | |
annotations = [] | |
for job in self.get_task_jobs(task_id): | |
annotations.append(self.get_job_annotations(job["id"])) | |
self.wait_for_task_processing_finishes_or_fails(task_id) | |
return annotations | |
MEDIA_PATH = os.path.dirname(os.path.realpath(__file__)) | |
IMAGE_PATH = os.path.join(MEDIA_PATH, "image.png") | |
cvat_config = NetworkServiceConfig() | |
cvat_config.address = "localhost:8080" | |
cvat_config.credentials.username = "usr1" | |
cvat_config.credentials.password = "Password.01" | |
task = {'name': 'buggy_task', | |
'id': None, 'status': 'undefined', | |
'labels': [{'name': 'buggy_label', | |
'color': '#000000', | |
'attributes': [{'name': 'checkbox', | |
'input_type': 'checkbox', | |
'mutable': True, | |
'default_value': 'default_value', | |
'values': []}, | |
{'name': 'radio', | |
'input_type': 'radio', | |
'mutable': False, | |
'default_value': 'default_value', | |
'values': ['true', 'false', 'maybe']}]}]} | |
session = CVATSession(cvat_config) | |
session.login() | |
resp = session.create_task(task) | |
print(resp) | |
session.upload_task_local_media(resp["id"], [IMAGE_PATH]) |
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