def api_import():
project = project_get_or_create()
# make django compatibility for uploader module
class DjangoRequest:
POST = request.form
GET = request.args
FILES = request.files
data = request.json if request.json else request.form
content_type = request.content_type
start = time.time()
# get tasks from request
parsed_data = uploader.load_tasks(DjangoRequest(), project)
# validate tasks
validator = TaskValidator(project)
try:
new_tasks = validator.to_internal_value(parsed_data)
except ValidationError as e:
return make_response(jsonify(e.msg_to_list()),
status.HTTP_400_BAD_REQUEST)
max_id_in_old_tasks = -1
if not project.no_tasks():
max_id_in_old_tasks = project.source_storage.max_id()
new_tasks = Tasks().from_list_of_dicts(new_tasks, max_id_in_old_tasks + 1)
project.source_storage.set_many(new_tasks.keys(), new_tasks.values())
# update schemas based on newly uploaded tasks
project.update_derived_input_schema()
project.update_derived_output_schema()
duration = time.time() - start
return make_response(
jsonify({
'task_count': len(new_tasks),
'_count': validator.completion_count,
'prediction_count': validator.prediction_count,
'duration': duration,
'new_task_ids': [t for t in new_tasks]
}), status.HTTP_201_CREATED)
