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Add example dag and system test for S3ToGCSOperator (#10951)
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airflow/providers/google/cloud/example_dags/example_s3_to_gcs.py
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you 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. | ||
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import os | ||
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from airflow import models | ||
from airflow.operators.python import PythonOperator | ||
from airflow.providers.amazon.aws.hooks.s3 import S3Hook | ||
from airflow.providers.amazon.aws.operators.s3_bucket import S3CreateBucketOperator, S3DeleteBucketOperator | ||
from airflow.providers.google.cloud.operators.gcs import GCSCreateBucketOperator, GCSDeleteBucketOperator | ||
from airflow.providers.google.cloud.transfers.s3_to_gcs import S3ToGCSOperator | ||
from airflow.utils.dates import days_ago | ||
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GCP_PROJECT_ID = os.environ.get('GCP_PROJECT_ID', 'gcp-project-id') | ||
S3BUCKET_NAME = os.environ.get('S3BUCKET_NAME', 'example-s3bucket-name') | ||
GCS_BUCKET = os.environ.get('GCP_GCS_BUCKET', 'example-gcsbucket-name') | ||
UPLOAD_FILE = '/tmp/example-file.txt' | ||
PREFIX = 'TESTS' | ||
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def upload_file(): | ||
"""A callable to upload file to AWS bucket""" | ||
s3_hook = S3Hook() | ||
s3_hook.load_file(filename=UPLOAD_FILE, key=PREFIX, bucket_name=S3BUCKET_NAME) | ||
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with models.DAG( | ||
'example_s3_to_gcs', | ||
schedule_interval=None, | ||
start_date=days_ago(2), | ||
tags=['example'], | ||
) as dag: | ||
create_s3_bucket = S3CreateBucketOperator( | ||
task_id="create_s3_bucket", bucket_name=S3BUCKET_NAME, region_name='us-east-1' | ||
) | ||
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upload_to_s3 = PythonOperator(task_id='upload_file_to_s3', python_callable=upload_file) | ||
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create_gcs_bucket = GCSCreateBucketOperator( | ||
task_id="create_bucket", | ||
bucket_name=GCS_BUCKET, | ||
project_id=GCP_PROJECT_ID, | ||
) | ||
# [START howto_transfer_s3togcs_operator] | ||
transfer_to_gcs = S3ToGCSOperator( | ||
task_id='s3_to_gcs_task', bucket=S3BUCKET_NAME, prefix=PREFIX, dest_gcs="gs://" + GCS_BUCKET | ||
) | ||
# [END howto_transfer_s3togcs_operator] | ||
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delete_s3_bucket = S3DeleteBucketOperator( | ||
task_id='delete_s3_bucket', bucket_name=S3BUCKET_NAME, force_delete=True | ||
) | ||
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delete_gcs_bucket = GCSDeleteBucketOperator(task_id='delete_gcs_bucket', bucket_name=GCS_BUCKET) | ||
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( | ||
create_s3_bucket | ||
>> upload_to_s3 | ||
>> create_gcs_bucket | ||
>> transfer_to_gcs | ||
>> delete_s3_bucket | ||
>> delete_gcs_bucket | ||
) |
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.. Licensed to the Apache Software Foundation (ASF) under one | ||
or more contributor license agreements. See the NOTICE file | ||
distributed with this work for additional information | ||
regarding copyright ownership. The ASF licenses this file | ||
to you 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. | ||
Transfer Data from Amazon S3 to Google Cloud Storage | ||
==================================================== | ||
The `Google Cloud Storage <https://cloud.google.com/storage/>`__ (GCS) is used to store large | ||
data from various applications. This is also the same with `Amazon Simple Storage Service <https://docs.aws.amazon.com/AmazonS3/latest/dev/Introduction.html>`__. | ||
This page shows how to transfer data from Amazon S3 to GCS. | ||
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.. contents:: | ||
:depth: 1 | ||
:local: | ||
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Prerequisite Tasks | ||
^^^^^^^^^^^^^^^^^^ | ||
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.. include::/howto/operator/google/_partials/prerequisite_tasks.rst | ||
.. _howto/operator:S3ToGCSOperator: | ||
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Use the :class:`~airflow.providers.google.cloud.transfers.s3_to_gcs.S3ToGCSOperator` | ||
to transfer data from Amazon S3 to Google Cloud Storage. | ||
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.. exampleinclude::/../airflow/providers/google/cloud/example_dags/example_s3_to_gcs.py | ||
:language: python | ||
:start-after: [START howto_transfer_s3togcs_operator] | ||
:end-before: [END howto_transfer_s3togcs_operator] | ||
Reference | ||
^^^^^^^^^ | ||
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For further information, look at: | ||
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* `GCS Client Library Documentation <https://googleapis.dev/python/storage/latest/index.html>`__ | ||
* `GCS Product Documentation <https://cloud.google.com/storage/docs/>`__ | ||
* `S3 Client Library Documentation <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/s3.html>`__ | ||
* `S3 Product Documentation <https://docs.aws.amazon.com/AmazonS3/latest/dev/Introduction.html>`__ |
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tests/providers/google/cloud/transfers/test_s3_to_gcs_system.py
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you 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. | ||
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import pytest | ||
from airflow.providers.google.cloud.example_dags.example_s3_to_gcs import UPLOAD_FILE | ||
from tests.providers.google.cloud.utils.gcp_authenticator import GCP_GCS_KEY | ||
from tests.test_utils.gcp_system_helpers import GoogleSystemTest, provide_gcp_context, CLOUD_DAG_FOLDER | ||
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FILENAME = UPLOAD_FILE.split('/')[-1] | ||
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@pytest.mark.backend("mysql", "postgres") | ||
@pytest.mark.credential_file(GCP_GCS_KEY) | ||
class S3ToGCSSystemTest(GoogleSystemTest): | ||
"""System test for S3 to GCS transfer operator. | ||
This test requires the following environment variables: | ||
GCP_PROJECT_ID=your-gcp-project-id | ||
GCP_GCS_BUCKET=unique-bucket-name-to-create | ||
S3BUCKET_NAME=unique-s3-bucket-name | ||
AWS_ACCESS_KEY_ID=your-aws-access-key | ||
AWS_SECRET_ACCESS_KEY=your-aws-secret-access-key | ||
""" | ||
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def setUp(self) -> None: | ||
super().setUp() | ||
self.create_dummy_file(FILENAME) | ||
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def tearDown(self) -> None: | ||
self.delete_dummy_file(FILENAME, dir_path='/tmp') | ||
super().tearDown() | ||
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@provide_gcp_context(GCP_GCS_KEY) | ||
def test_run_example_dag_s3_to_gcs(self): | ||
self.run_dag('example_s3_to_gcs', CLOUD_DAG_FOLDER) |
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