Source code for airflow.operators.s3_to_redshift_operator

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from airflow.hooks.postgres_hook import PostgresHook
from airflow.hooks.S3_hook import S3Hook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults

[docs]class S3ToRedshiftTransfer(BaseOperator): """ Executes an COPY command to load files from s3 to Redshift :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 :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 """
[docs] template_fields = ()
[docs] template_ext = ()
[docs] ui_color = '#ededed'
@apply_defaults def __init__( self, schema, table, s3_bucket, s3_key, redshift_conn_id='redshift_default', aws_conn_id='aws_default', verify=None, copy_options=tuple(), autocommit=False, parameters=None, *args, **kwargs): super(S3ToRedshiftTransfer, self).__init__(*args, **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 self.autocommit = autocommit self.parameters = parameters
[docs] def execute(self, context): self.hook = PostgresHook(postgres_conn_id=self.redshift_conn_id) self.s3 = S3Hook(aws_conn_id=self.aws_conn_id, verify=self.verify) credentials = self.s3.get_credentials() copy_options = '\n\t\t\t'.join(self.copy_options) copy_query = """ COPY {schema}.{table} FROM 's3://{s3_bucket}/{s3_key}/{table}' with credentials 'aws_access_key_id={access_key};aws_secret_access_key={secret_key}' {copy_options}; """.format(schema=self.schema, table=self.table, s3_bucket=self.s3_bucket, s3_key=self.s3_key, access_key=credentials.access_key, secret_key=credentials.secret_key, copy_options=copy_options)'Executing COPY command...'), self.autocommit)"COPY command complete...")