# 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 import os import pytest from mock import Mock from sagemaker import s3 BUCKET_NAME = "mybucket" REGION = "us-west-2" CURRENT_JOB_NAME = "currentjobname" SOURCE_NAME = "source" KMS_KEY = "kmskey" @pytest.fixture() def sagemaker_session(): boto_mock = Mock(name="boto_session", region_name=REGION) session_mock = Mock( name="sagemaker_session", boto_session=boto_mock, boto_region_name=REGION, config=None, local_mode=False, ) session_mock.upload_data = Mock(name="upload_data", return_value="s3_uri_to_uploaded_data") session_mock.download_data = Mock(name="download_data") return session_mock def test_upload(sagemaker_session, caplog): desired_s3_uri = os.path.join("s3://", BUCKET_NAME, CURRENT_JOB_NAME, SOURCE_NAME) s3.S3Uploader.upload( local_path="/path/to/app.jar", desired_s3_uri=desired_s3_uri, sagemaker_session=sagemaker_session, ) sagemaker_session.upload_data.assert_called_with( path="/path/to/app.jar", bucket=BUCKET_NAME, key_prefix=os.path.join(CURRENT_JOB_NAME, SOURCE_NAME), extra_args=None, ) def test_upload_with_kms_key(sagemaker_session): desired_s3_uri = os.path.join("s3://", BUCKET_NAME, CURRENT_JOB_NAME, SOURCE_NAME) s3.S3Uploader.upload( local_path="/path/to/app.jar", desired_s3_uri=desired_s3_uri, kms_key=KMS_KEY, sagemaker_session=sagemaker_session, ) sagemaker_session.upload_data.assert_called_with( path="/path/to/app.jar", bucket=BUCKET_NAME, key_prefix=os.path.join(CURRENT_JOB_NAME, SOURCE_NAME), extra_args={"SSEKMSKeyId": KMS_KEY, "ServerSideEncryption": "aws:kms"}, ) def test_download(sagemaker_session): s3_uri = os.path.join("s3://", BUCKET_NAME, CURRENT_JOB_NAME, SOURCE_NAME) s3.S3Downloader.download( s3_uri=s3_uri, local_path="/path/for/download/", sagemaker_session=sagemaker_session ) sagemaker_session.download_data.assert_called_with( path="/path/for/download/", bucket=BUCKET_NAME, key_prefix=os.path.join(CURRENT_JOB_NAME, SOURCE_NAME), extra_args=None, ) def test_download_with_kms_key(sagemaker_session): s3_uri = os.path.join("s3://", BUCKET_NAME, CURRENT_JOB_NAME, SOURCE_NAME) s3.S3Downloader.download( s3_uri=s3_uri, local_path="/path/for/download/", kms_key=KMS_KEY, sagemaker_session=sagemaker_session, ) sagemaker_session.download_data.assert_called_with( path="/path/for/download/", bucket=BUCKET_NAME, key_prefix=os.path.join(CURRENT_JOB_NAME, SOURCE_NAME), extra_args={"SSECustomerKey": KMS_KEY}, ) def test_parse_s3_url(): bucket, key_prefix = s3.parse_s3_url("s3://bucket/code_location") assert "bucket" == bucket assert "code_location" == key_prefix def test_parse_s3_url_fail(): with pytest.raises(ValueError) as error: s3.parse_s3_url("t3://code_location") assert "Expecting 's3' scheme" in str(error) def test_path_join(): test_cases = ( ("foo/bar", ("foo", "bar")), ("foo/bar", ("foo/", "bar")), ("foo/bar", ("/foo/", "bar")), ("s3://foo/bar", ("s3://", "foo", "bar")), ("s3://foo/bar", ("s3://", "/foo", "bar")), ("s3://foo/bar", ("s3://foo", "bar")), ) for expected, args in test_cases: assert expected == s3.s3_path_join(*args)