HumanSignal / HumanSignal/label-studio-ml-backend
Use get_local_path failed if task is from minio
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Description
I built a ml backend and wanted to predict the data.
I can predict data which are uploaded by label-studio UI.
However, if I loaded data from Cloud Storage S3 (*I use Minio rather than s3),
file_path = get_local_path(task['data'][self.value_label],hostname=HOSTNAME, access_token=API_KEY)
task['data'][self.value_label] = 's3://image-classification-catdog/test/Dog_test (8).jpg'
I got:
"""
[2023-11-03 08:44:18,668] [ERROR] [label_studio_ml.exceptions::exception_f::53] Traceback (most recent call last):
File "d:\labelstudio\label-studio-ml-backend-master\label_studio_ml\exceptions.py", line 39, in exception_f
return f(*args, **kwargs)
^^^^^^^^^^^^^^^^^^
File "d:\labelstudio\label-studio-ml-backend-master\label_studio_ml\api.py", line 60, in _predict
predictions = model.predict(tasks, context=context, **params)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\labelstudio\my_example\ImageClassification\new\model.py", line 91, in predict
file_path = get_local_path(task['data'][self.value_label],hostname=HOSTNAME, access_token=API_KEY)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\label_studio_tools\core\utils\io.py", line 104, in get_local_path
r = requests.get(url, stream=True, headers=headers)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\requests\api.py", line 73, in get
return request("get", url, params=params, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\requests\api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\requests\sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\requests\sessions.py", line 697, in send
adapter = self.get_adapter(url=request.url)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\miniforge\envs\develop\Lib\site-packages\requests\sessions.py", line 794, in get_adapter
raise InvalidSchema(f"No connection adapters were found for {url!r}")
requests.exceptions.InvalidSchema: No connection adapters were found for 's3://image-classification-catdog/test/Dog_test (8).jpg'
"""
I think the reason is that minio and s3 are not 100% similarity.
Is there any way to solve it?
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