# 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. from typing import List, Optional, Union from airflow.models import BaseOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.utils.redshift import build_credentials_block from airflow.providers.postgres.hooks.postgres import PostgresHook from airflow.utils.decorators import apply_defaults class S3ToRedshiftOperator(BaseOperator): """ Executes an COPY command to load files from s3 to Redshift .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:S3ToRedshiftOperator` :param schema: reference to a specific schema in redshift database :type schema: str :param table: reference to a specific table in redshift database :type table: str :param s3_bucket: reference to a specific S3 bucket :type s3_bucket: str :param s3_key: reference to a specific S3 key :type s3_key: str :param redshift_conn_id: reference to a specific redshift database :type redshift_conn_id: str :param aws_conn_id: reference to a specific S3 connection If the AWS connection contains 'aws_iam_role' in ``extras`` the operator will use AWS STS credentials with a token https://docs.aws.amazon.com/redshift/latest/dg/copy-parameters-authorization.html#copy-credentials :type aws_conn_id: str :param 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 verify: bool or str :param copy_options: reference to a list of COPY options :type copy_options: list :param truncate_table: whether or not to truncate the destination table before the copy :type truncate_table: bool """ template_fields = ("s3_bucket", "s3_key", "schema", "table", "copy_options") template_ext = () ui_color = "#99e699" @apply_defaults def __init__( self, *, schema: str, table: str, s3_bucket: str, s3_key: str, redshift_conn_id: str = "redshift_default", aws_conn_id: str = "aws_default", verify: Optional[Union[bool, str]] = None, copy_options: Optional[List] = None, autocommit: bool = False, truncate_table: bool = False, **kwargs, ) -> None: super().__init__(**kwargs) self.schema = schema self.table = table self.s3_bucket = s3_bucket self.s3_key = s3_key self.redshift_conn_id = redshift_conn_id self.aws_conn_id = aws_conn_id self.verify = verify self.copy_options = copy_options or [] self.autocommit = autocommit self.truncate_table = truncate_table def _build_copy_query(self, credentials_block: str, copy_options: str) -> str: return f""" COPY {self.schema}.{self.table} FROM 's3://{self.s3_bucket}/{self.s3_key}' with credentials '{credentials_block}' {copy_options}; """ def execute(self, context) -> None: postgres_hook = PostgresHook(postgres_conn_id=self.redshift_conn_id) s3_hook = S3Hook(aws_conn_id=self.aws_conn_id, verify=self.verify) credentials = s3_hook.get_credentials() credentials_block = build_credentials_block(credentials) copy_options = "\n\t\t\t".join(self.copy_options) copy_statement = self._build_copy_query(credentials_block, copy_options) if self.truncate_table: truncate_statement = f"TRUNCATE TABLE {self.schema}.{self.table};" sql = f""" BEGIN; {truncate_statement} {copy_statement} COMMIT """ else: sql = copy_statement self.log.info("Executing COPY command...") postgres_hook.run(sql, self.autocommit) self.log.info("COPY command complete...")