def arguments(self) -> RequestType:
"""The arguments dictionary that is used to call `create_processing_job`.
NOTE: The `CreateProcessingJob` request is not quite the args list that workflow needs.
`ProcessingJobName` and `ExperimentConfig` cannot be included in the arguments.
"""
if self.step_args:
request_dict = self.step_args
else:
normalized_inputs, normalized_outputs = self.processor._normalize_args(
job_name=self.job_name,
arguments=self.job_arguments,
inputs=self.inputs,
outputs=self.outputs,
code=self.code,
kms_key=self.kms_key,
)
process_args = ProcessingJob._get_process_args(
self.processor,
normalized_inputs,
normalized_outputs,
experiment_config=dict())
request_dict = self.processor.sagemaker_session._get_process_request(
**process_args)
request_dict.pop("ProcessingJobName", None)
request_dict.pop("ExperimentConfig", None)
return request_dict
def arguments(self) -> RequestType:
"""The arguments dict that is used to define the QualityCheck step."""
normalized_inputs, normalized_outputs = self._baselining_processor._normalize_args(
inputs=self._baseline_job_inputs,
outputs=[self._baseline_output],
)
process_args = ProcessingJob._get_process_args(
self._baselining_processor,
normalized_inputs,
normalized_outputs,
experiment_config=dict(),
)
request_dict = self._baselining_processor.sagemaker_session._get_process_request(
**process_args)
if "ProcessingJobName" in request_dict:
request_dict.pop("ProcessingJobName")
return request_dict
def arguments(self) -> RequestType:
"""The arguments dict that is used to call `create_processing_job`.
NOTE: The CreateProcessingJob request is not quite the args list that workflow needs.
ProcessingJobName and ExperimentConfig cannot be included in the arguments.
"""
normalized_inputs, normalized_outputs = self.processor._normalize_args(
arguments=self.job_arguments,
inputs=self.inputs,
outputs=self.outputs,
code=self.code,
)
process_args = ProcessingJob._get_process_args(
self.processor, normalized_inputs, normalized_outputs, experiment_config=dict()
)
request_dict = self.processor.sagemaker_session._get_process_request(**process_args)
request_dict.pop("ProcessingJobName")
return request_dict