def api_generate_next_task():
""" Generate next task to label
"""
# try to find task is not presented in completions
completions = db.get_completions_ids()
for (task_id, task) in db.get_tasks().items():
if task_id not in completions:
log.info(msg='New task for labeling', extra=task)
analytics.send(getframeinfo(currentframe()).function)
return make_response(jsonify(task), 200)
# no tasks found
analytics.send(getframeinfo(currentframe()).function, error=404)
return make_response('', 404)
def api_completion_update(task_id, completion_id):
""" Rewrite existing completion with patch.
This is technical api call for editor testing only. It's used for Rewrite button in editor.
"""
global c
completion = request.json
completion.pop('state', None) # remove editor state
completion['id'] = int(completion_id)
db.save_completion(task_id, completion)
log.info(msg='Completion saved',
extra={
'task_id': task_id,
'output': request.json
})
analytics.send(getframeinfo(currentframe()).function)
return make_response('ok', 201)
def api_generate_next_task():
""" Generate next task to label
"""
# try to find task is not presented in completions
completions = db.get_completions_ids()
for task_id, task in db.iter_tasks():
if task_id not in completions:
log.info(msg='New task for labeling', extra=task)
analytics.send(getframeinfo(currentframe()).function)
# try to use ml backend for predictions
if ml_backend:
task = deepcopy(task)
task['predictions'] = ml_backend.make_predictions(
task, project)
return make_response(jsonify(task), 200)
# no tasks found
analytics.send(getframeinfo(currentframe()).function, error=404)
return make_response('', 404)
def api_completions(task_id):
""" Delete or save new completion to output_dir with the same name as task_id
"""
global c
if request.method == 'POST':
completion = request.json
completion.pop('state', None) # remove editor state
completion_id = db.save_completion(task_id, completion)
log.info(msg='Completion saved',
extra={
'task_id': task_id,
'output': request.json
})
analytics.send(getframeinfo(currentframe()).function)
return make_response(json.dumps({'id': completion_id}), 201)
else:
analytics.send(getframeinfo(currentframe()).function, error=500)
return make_response('Incorrect request method', 500)