Source code for airflow.contrib.operators.gcs_to_s3

# -*- coding: utf-8 -*-
# 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
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.

from airflow.contrib.hooks.gcs_hook import GoogleCloudStorageHook
from airflow.contrib.operators.gcs_list_operator import GoogleCloudStorageListOperator
from airflow.utils.decorators import apply_defaults
from airflow.hooks.S3_hook import S3Hook

[docs]class GoogleCloudStorageToS3Operator(GoogleCloudStorageListOperator): """ Synchronizes a Google Cloud Storage bucket with an S3 bucket. :param bucket: The Google Cloud Storage bucket to find the objects. (templated) :type bucket: str :param prefix: Prefix string which filters objects whose name begin with this prefix. (templated) :type prefix: str :param delimiter: The delimiter by which you want to filter the objects. (templated) For e.g to lists the CSV files from in a directory in GCS you would use delimiter='.csv'. :type delimiter: str :param google_cloud_storage_conn_id: The connection ID to use when connecting to Google Cloud Storage. :type google_cloud_storage_conn_id: str :param delegate_to: The account to impersonate, if any. For this to work, the service account making the request must have domain-wide delegation enabled. :type delegate_to: str :param dest_aws_conn_id: The destination S3 connection :type dest_aws_conn_id: str :param dest_s3_key: The base S3 key to be used to store the files. (templated) :type dest_s3_key: str :param dest_verify: Whether or not to verify SSL certificates for S3 connection. By default SSL certificates are verified. You can provide the following values: - ``False``: do not validate SSL certificates. SSL will still be used (unless use_ssl is False), but SSL certificates will not be verified. - ``path/to/cert/bundle.pem``: A filename of the CA cert bundle to uses. You can specify this argument if you want to use a different CA cert bundle than the one used by botocore. :type dest_verify: bool or str """
[docs] template_fields = ('bucket', 'prefix', 'delimiter', 'dest_s3_key')
[docs] ui_color = '#f0eee4'
@apply_defaults def __init__(self, bucket, prefix=None, delimiter=None, google_cloud_storage_conn_id='google_cloud_storage_default', delegate_to=None, dest_aws_conn_id=None, dest_s3_key=None, dest_verify=None, replace=False, *args, **kwargs): super(GoogleCloudStorageToS3Operator, self).__init__( bucket=bucket, prefix=prefix, delimiter=delimiter, google_cloud_storage_conn_id=google_cloud_storage_conn_id, delegate_to=delegate_to, *args, **kwargs ) self.dest_aws_conn_id = dest_aws_conn_id self.dest_s3_key = dest_s3_key self.dest_verify = dest_verify self.replace = replace
[docs] def execute(self, context): # use the super to list all files in an Google Cloud Storage bucket files = super(GoogleCloudStorageToS3Operator, self).execute(context) s3_hook = S3Hook(aws_conn_id=self.dest_aws_conn_id, verify=self.dest_verify) if not self.replace: # if we are not replacing -> list all files in the S3 bucket # and only keep those files which are present in # Google Cloud Storage and not in S3 bucket_name, _ = S3Hook.parse_s3_url(self.dest_s3_key) existing_files = s3_hook.list_keys(bucket_name) files = list(set(files) - set(existing_files)) if files: hook = GoogleCloudStorageHook( google_cloud_storage_conn_id=self.google_cloud_storage_conn_id, delegate_to=self.delegate_to ) for file in files: file_bytes =, file) dest_key = self.dest_s3_key + file"Saving file to %s", dest_key) s3_hook.load_bytes(file_bytes, key=dest_key, replace=self.replace)"All done, uploaded %d files to S3", len(files)) else:"In sync, no files needed to be uploaded to S3") return files