# 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. from __future__ import absolute_import from sagemaker.s3 import parse_s3_url def get_model_tarball_full_uri_from_base_uri(base_uri: str, training_job_name: str) -> str: return "/".join( [ base_uri, training_job_name, "output", "model.tar.gz", ] ) def get_full_hyperparameters( base_hyperparameters: dict, job_name: str, model_artifacts_uri: str ) -> dict: bucket, key = parse_s3_url(model_artifacts_uri) return { **base_hyperparameters, "sagemaker_job_name": job_name, "model-artifact-bucket": bucket, "model-artifact-key": key, }