#!/usr/bin/env python # # ------------------------------------------------------------------------- # Copyright (c) 2019 Intel Corporation Intellectual Property # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License 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. # # ------------------------------------------------------------------------- # '''Sample Python application to load model from Minio''' # python imports import json import os import time from minio import Minio from minio.error import ResponseError client = Minio(os.environ['S3_ENDPOINT'], access_key=os.environ['AWS_ACCESS_KEY_ID'], secret_key=os.environ['AWS_SECRET_ACCESS_KEY'], secure=False) def load_model(bucket_name, object_name, filepath): try: client.fget_object(bucket_name, object_name, filepath) except ResponseError as err: print(err) if __name__ == "__main__": bucket_name = os.environ['MODEL_BUCKET'] objects = json.loads(os.environ['MODEL_OBJECTS']) filepath = '/models/' for object_name in objects: print(f"Load model from s3://{bucket_name}/{object_name} to {filepath+object_name}") load_model(bucket_name, object_name, filepath+object_name) time.sleep(300)