# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. """Pipeline Parallelism Configuration""" from __future__ import absolute_import from typing import List from sagemaker.workflow.entities import RequestType class SelectiveExecutionConfig: """The selective execution configuration, which defines a subset of pipeline steps to run in another SageMaker pipeline run. """ def __init__(self, selected_steps: List[str], source_pipeline_execution_arn: str = None): """Create a `SelectiveExecutionConfig`. Args: source_pipeline_execution_arn (str): The ARN from a reference execution of the current pipeline. Used to copy input collaterals needed for the selected steps to run. The execution status of the pipeline can be `Stopped`, `Failed`, or `Succeeded`. selected_steps (List[str]): A list of pipeline steps to run. All step(s) in all path(s) between two selected steps should be included. """ self.source_pipeline_execution_arn = source_pipeline_execution_arn self.selected_steps = selected_steps def _build_selected_steps_from_list(self) -> RequestType: """Get the request structure for the list of selected steps.""" selected_step_list = [] for selected_step in self.selected_steps: selected_step_list.append(dict(StepName=selected_step)) return selected_step_list def to_request(self) -> RequestType: """Convert `SelectiveExecutionConfig` object to request dict.""" request = {} if self.source_pipeline_execution_arn is not None: request["SourcePipelineExecutionArn"] = self.source_pipeline_execution_arn if self.selected_steps is not None: request["SelectedSteps"] = self._build_selected_steps_from_list() return request