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The "save_path" patch included in the "backend_kwargs" argument of the "predict" method will be overridden by a bool by "parse_backend_predict_kwargs".
This is caused by the following line: save_path = kwargs.get("persist", None)
I think it should be instead: save_path = kwargs.get("save_path", None)
Code reproducing the issue:
predictor.predict(
file_path,
predictor_path=predictor_path,
job_name=job_name,
instance_type=instance_type,
instance_count=1,
wait=True,
backend_kwargs={'save_path': output_path, # this is a file system path!!
'transform_kwargs': {
'content_type': 'text/csv',
'split_type': 'Line',
'model_client_config': {
'InvocationsTimeoutInSeconds': 60*60,
'InvocationsMaxRetries': 2,}, },
'transformer_kwargs': {
'strategy': 'MultiRecord',
'assemble_with': 'Line',
'max_payload': 2, },
},
)
Exception:
File "//app.py", line 234, in <module>
cli() # pragma: no cover
File "/opt/conda/lib/python3.9/site-packages/click/core.py", line 1157, in __call__
return self.main(*args, **kwargs)
File "/opt/conda/lib/python3.9/site-packages/click/core.py", line 1078, in main
rv = self.invoke(ctx)
File "/opt/conda/lib/python3.9/site-packages/click/core.py", line 1688, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/opt/conda/lib/python3.9/site-packages/click/core.py", line 1434, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/opt/conda/lib/python3.9/site-packages/click/core.py", line 783, in invoke
return __callback(*args, **kwargs)
File "//app.py", line 230, in batch_inference
batch_inference_inner(input_path, predictor_path, output_path, instance_type, instance_count)
File "//app.py", line 114, in batch_inference_inner
if fs.get_protocol(input_path) != 'file':
File "/opt/conda/lib/python3.9/site-packages/autogluon/cloud/predictor/cloud_predictor.py", line 556, in predict
return self.backend.predict(
File "/opt/conda/lib/python3.9/site-packages/autogluon/cloud/backend/sagemaker_backend.py", line 739, in predict
pred, _ = self._predict(
File "/opt/conda/lib/python3.9/site-packages/autogluon/cloud/backend/sagemaker_backend.py", line 1227, in _predict
results_path = self.download_predict_results(save_path=save_path)
File "/opt/conda/lib/python3.9/site-packages/autogluon/cloud/backend/sagemaker_backend.py", line 896, in download_predict_results
save_path = os.path.expanduser(save_path)
File "/opt/conda/lib/python3.9/posixpath.py", line 231, in expanduser
path = os.fspath(path)
TypeError: expected str, bytes or os.PathLike object, not bool
Reproducible with the latest autogluon release:
FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:0.8.2-gpu-py39-cu117-ubuntu20.04
RUN pip install --no-cache-dir -U autogluon.cloud
The text was updated successfully, but these errors were encountered:
The "save_path" patch included in the "backend_kwargs" argument of the "predict" method will be overridden by a bool by "parse_backend_predict_kwargs".
This is caused by the following line:
save_path = kwargs.get("persist", None)
I think it should be instead:
save_path = kwargs.get("save_path", None)
Code reproducing the issue:
Exception:
Reproducible with the latest autogluon release:
The text was updated successfully, but these errors were encountered: