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authorDileep Ranganathan <dileep.ranganathan@intel.com>2019-06-03 15:03:41 -0700
committerDileep Ranganathan <dileep.ranganathan@intel.com>2019-06-03 15:05:34 -0700
commitd3aaa31be6005e9fe7446c7fd9a1492aad8a6fd0 (patch)
tree25929e1f6564b0e3501233a50f14dfdcd4823dd8 /vnfs/DAaaS/sample-apps/sample-minio-load-model/build/load-model-from-minio.py
parente8abc0fdf80f9c75b8f789cd5eb5dd3e5c4510a8 (diff)
Sample application to load model from Minio
Sample application with helm charts to load from model repo. Change-Id: If8d09e64044bc2587c444efd3ac95a451ec361dd Issue-ID: ONAPARC-460 Signed-off-by: Dileep Ranganathan <dileep.ranganathan@intel.com>
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diff --git a/vnfs/DAaaS/sample-apps/sample-minio-load-model/build/load-model-from-minio.py b/vnfs/DAaaS/sample-apps/sample-minio-load-model/build/load-model-from-minio.py
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+++ b/vnfs/DAaaS/sample-apps/sample-minio-load-model/build/load-model-from-minio.py
@@ -0,0 +1,51 @@
+#!/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) \ No newline at end of file