# Copyright 2019 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. import os from sagemaker_containers.beta.framework import env from sagemaker_xgboost_container.algorithm_mode import serve # Pre-load the model in the algorithm mode. # Otherwise, the model will be loaded when serving the first request per worker. # When the model is large, the request may timeout. if os.environ.get("SERVER_SOFTWARE") is not None and env.ServingEnv().module_name is None: serve.load_model()