Source code for airflow.providers.amazon.aws.operators.rds

#
# 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 __future__ import annotations

import json
from typing import TYPE_CHECKING, Sequence

from mypy_boto3_rds.type_defs import TagTypeDef

from airflow.models import BaseOperator
from airflow.providers.amazon.aws.hooks.rds import RdsHook
from airflow.providers.amazon.aws.utils.rds import RdsDbType
from airflow.providers.amazon.aws.utils.tags import format_tags

if TYPE_CHECKING:
    from airflow.utils.context import Context


class RdsBaseOperator(BaseOperator):
    """Base operator that implements common functions for all operators"""

    ui_color = "#eeaa88"
    ui_fgcolor = "#ffffff"

    def __init__(self, *args, aws_conn_id: str = "aws_conn_id", hook_params: dict | None = None, **kwargs):
        hook_params = hook_params or {}
        self.hook = RdsHook(aws_conn_id=aws_conn_id, **hook_params)
        super().__init__(*args, **kwargs)

        self._await_interval = 60  # seconds

    def execute(self, context: Context) -> str:
        """Different implementations for snapshots, tasks and events"""
        raise NotImplementedError

    def on_kill(self) -> None:
        """Different implementations for snapshots, tasks and events"""
        raise NotImplementedError


[docs]class RdsCreateDbSnapshotOperator(RdsBaseOperator): """ Creates a snapshot of a DB instance or DB cluster. The source DB instance or cluster must be in the available or storage-optimization state. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsCreateDbSnapshotOperator` :param db_type: Type of the DB - either "instance" or "cluster" :param db_identifier: The identifier of the instance or cluster that you want to create the snapshot of :param db_snapshot_identifier: The identifier for the DB snapshot :param tags: A dictionary of tags or a list of tags in format `[{"Key": "...", "Value": "..."},]` `USER Tagging <https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_Tagging.html>`__ :param wait_for_completion: If True, waits for creation of the DB snapshot to complete. (default: True) """
[docs] template_fields = ("db_snapshot_identifier", "db_identifier", "tags")
def __init__( self, *, db_type: str, db_identifier: str, db_snapshot_identifier: str, tags: Sequence[TagTypeDef] | dict | None = None, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_type = RdsDbType(db_type) self.db_identifier = db_identifier self.db_snapshot_identifier = db_snapshot_identifier self.tags = tags self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info( "Starting to create snapshot of RDS %s '%s': %s", self.db_type, self.db_identifier, self.db_snapshot_identifier, ) formatted_tags = format_tags(self.tags) if self.db_type.value == "instance": create_instance_snap = self.hook.conn.create_db_snapshot( DBInstanceIdentifier=self.db_identifier, DBSnapshotIdentifier=self.db_snapshot_identifier, Tags=formatted_tags, ) create_response = json.dumps(create_instance_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_snapshot_state(self.db_snapshot_identifier, target_state="available") else: create_cluster_snap = self.hook.conn.create_db_cluster_snapshot( DBClusterIdentifier=self.db_identifier, DBClusterSnapshotIdentifier=self.db_snapshot_identifier, Tags=formatted_tags, ) create_response = json.dumps(create_cluster_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_cluster_snapshot_state( self.db_snapshot_identifier, target_state="available" ) return create_response
[docs]class RdsCopyDbSnapshotOperator(RdsBaseOperator): """ Copies the specified DB instance or DB cluster snapshot .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsCopyDbSnapshotOperator` :param db_type: Type of the DB - either "instance" or "cluster" :param source_db_snapshot_identifier: The identifier of the source snapshot :param target_db_snapshot_identifier: The identifier of the target snapshot :param kms_key_id: The AWS KMS key identifier for an encrypted DB snapshot :param tags: A dictionary of tags or a list of tags in format `[{"Key": "...", "Value": "..."},]` `USER Tagging <https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_Tagging.html>`__ :param copy_tags: Whether to copy all tags from the source snapshot to the target snapshot (default False) :param pre_signed_url: The URL that contains a Signature Version 4 signed request :param option_group_name: The name of an option group to associate with the copy of the snapshot Only when db_type='instance' :param target_custom_availability_zone: The external custom Availability Zone identifier for the target Only when db_type='instance' :param source_region: The ID of the region that contains the snapshot to be copied :param wait_for_completion: If True, waits for snapshot copy to complete. (default: True) """
[docs] template_fields = ( "source_db_snapshot_identifier", "target_db_snapshot_identifier", "tags", "pre_signed_url", "option_group_name",
) def __init__( self, *, db_type: str, source_db_snapshot_identifier: str, target_db_snapshot_identifier: str, kms_key_id: str = "", tags: Sequence[TagTypeDef] | dict | None = None, copy_tags: bool = False, pre_signed_url: str = "", option_group_name: str = "", target_custom_availability_zone: str = "", source_region: str = "", wait_for_completion: bool = True, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_type = RdsDbType(db_type) self.source_db_snapshot_identifier = source_db_snapshot_identifier self.target_db_snapshot_identifier = target_db_snapshot_identifier self.kms_key_id = kms_key_id self.tags = tags self.copy_tags = copy_tags self.pre_signed_url = pre_signed_url self.option_group_name = option_group_name self.target_custom_availability_zone = target_custom_availability_zone self.source_region = source_region self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info( "Starting to copy snapshot '%s' as '%s'", self.source_db_snapshot_identifier, self.target_db_snapshot_identifier, ) formatted_tags = format_tags(self.tags) if self.db_type.value == "instance": copy_instance_snap = self.hook.conn.copy_db_snapshot( SourceDBSnapshotIdentifier=self.source_db_snapshot_identifier, TargetDBSnapshotIdentifier=self.target_db_snapshot_identifier, KmsKeyId=self.kms_key_id, Tags=formatted_tags, CopyTags=self.copy_tags, PreSignedUrl=self.pre_signed_url, OptionGroupName=self.option_group_name, TargetCustomAvailabilityZone=self.target_custom_availability_zone, SourceRegion=self.source_region, ) copy_response = json.dumps(copy_instance_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_snapshot_state( self.target_db_snapshot_identifier, target_state="available" ) else: copy_cluster_snap = self.hook.conn.copy_db_cluster_snapshot( SourceDBClusterSnapshotIdentifier=self.source_db_snapshot_identifier, TargetDBClusterSnapshotIdentifier=self.target_db_snapshot_identifier, KmsKeyId=self.kms_key_id, Tags=formatted_tags, CopyTags=self.copy_tags, PreSignedUrl=self.pre_signed_url, SourceRegion=self.source_region, ) copy_response = json.dumps(copy_cluster_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_cluster_snapshot_state( self.target_db_snapshot_identifier, target_state="available" ) return copy_response
[docs]class RdsDeleteDbSnapshotOperator(RdsBaseOperator): """ Deletes a DB instance or cluster snapshot or terminating the copy operation .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsDeleteDbSnapshotOperator` :param db_type: Type of the DB - either "instance" or "cluster" :param db_snapshot_identifier: The identifier for the DB instance or DB cluster snapshot """
[docs] template_fields = ("db_snapshot_identifier",)
def __init__( self, *, db_type: str, db_snapshot_identifier: str, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_type = RdsDbType(db_type) self.db_snapshot_identifier = db_snapshot_identifier self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info("Starting to delete snapshot '%s'", self.db_snapshot_identifier) if self.db_type.value == "instance": delete_instance_snap = self.hook.conn.delete_db_snapshot( DBSnapshotIdentifier=self.db_snapshot_identifier, ) delete_response = json.dumps(delete_instance_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_snapshot_state(self.db_snapshot_identifier, target_state="deleted") else: delete_cluster_snap = self.hook.conn.delete_db_cluster_snapshot( DBClusterSnapshotIdentifier=self.db_snapshot_identifier, ) delete_response = json.dumps(delete_cluster_snap, default=str) if self.wait_for_completion: self.hook.wait_for_db_cluster_snapshot_state( self.db_snapshot_identifier, target_state="deleted" ) return delete_response
[docs]class RdsStartExportTaskOperator(RdsBaseOperator): """ Starts an export of a snapshot to Amazon S3. The provided IAM role must have access to the S3 bucket. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsStartExportTaskOperator` :param export_task_identifier: A unique identifier for the snapshot export task. :param source_arn: The Amazon Resource Name (ARN) of the snapshot to export to Amazon S3. :param s3_bucket_name: The name of the Amazon S3 bucket to export the snapshot to. :param iam_role_arn: The name of the IAM role to use for writing to the Amazon S3 bucket. :param kms_key_id: The ID of the Amazon Web Services KMS key to use to encrypt the snapshot. :param s3_prefix: The Amazon S3 bucket prefix to use as the file name and path of the exported snapshot. :param export_only: The data to be exported from the snapshot. :param wait_for_completion: If True, waits for the DB snapshot export to complete. (default: True) """
[docs] template_fields = ( "export_task_identifier", "source_arn", "s3_bucket_name", "iam_role_arn", "kms_key_id", "s3_prefix", "export_only",
) def __init__( self, *, export_task_identifier: str, source_arn: str, s3_bucket_name: str, iam_role_arn: str, kms_key_id: str, s3_prefix: str = "", export_only: list[str] | None = None, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.export_task_identifier = export_task_identifier self.source_arn = source_arn self.s3_bucket_name = s3_bucket_name self.iam_role_arn = iam_role_arn self.kms_key_id = kms_key_id self.s3_prefix = s3_prefix self.export_only = export_only or [] self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info("Starting export task %s for snapshot %s", self.export_task_identifier, self.source_arn) start_export = self.hook.conn.start_export_task( ExportTaskIdentifier=self.export_task_identifier, SourceArn=self.source_arn, S3BucketName=self.s3_bucket_name, IamRoleArn=self.iam_role_arn, KmsKeyId=self.kms_key_id, S3Prefix=self.s3_prefix, ExportOnly=self.export_only, ) if self.wait_for_completion: self.hook.wait_for_export_task_state(self.export_task_identifier, target_state="complete") return json.dumps(start_export, default=str)
[docs]class RdsCancelExportTaskOperator(RdsBaseOperator): """ Cancels an export task in progress that is exporting a snapshot to Amazon S3 .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsCancelExportTaskOperator` :param export_task_identifier: The identifier of the snapshot export task to cancel :param wait_for_completion: If True, waits for DB snapshot export to cancel. (default: True) """
[docs] template_fields = ("export_task_identifier",)
def __init__( self, *, export_task_identifier: str, wait_for_completion: bool = True, check_interval: int = 30, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.export_task_identifier = export_task_identifier self.wait_for_completion = wait_for_completion self.check_interval = check_interval
[docs] def execute(self, context: Context) -> str: self.log.info("Canceling export task %s", self.export_task_identifier) cancel_export = self.hook.conn.cancel_export_task( ExportTaskIdentifier=self.export_task_identifier, ) if self.wait_for_completion: self.hook.wait_for_export_task_state( self.export_task_identifier, target_state="canceled", check_interval=self.check_interval ) return json.dumps(cancel_export, default=str)
[docs]class RdsCreateEventSubscriptionOperator(RdsBaseOperator): """ Creates an RDS event notification subscription .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsCreateEventSubscriptionOperator` :param subscription_name: The name of the subscription (must be less than 255 characters) :param sns_topic_arn: The ARN of the SNS topic created for event notification :param source_type: The type of source that is generating the events. Valid values: db-instance | db-cluster | db-parameter-group | db-security-group | db-snapshot | db-cluster-snapshot | db-proxy :param event_categories: A list of event categories for a source type that you want to subscribe to `USER Events <https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_Events.Messages.html>`__ :param source_ids: The list of identifiers of the event sources for which events are returned :param enabled: A value that indicates whether to activate the subscription (default True)l :param tags: A dictionary of tags or a list of tags in format `[{"Key": "...", "Value": "..."},]` `USER Tagging <https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_Tagging.html>`__ :param wait_for_completion: If True, waits for creation of the subscription to complete. (default: True) """
[docs] template_fields = ( "subscription_name", "sns_topic_arn", "source_type", "event_categories", "source_ids", "tags",
) def __init__( self, *, subscription_name: str, sns_topic_arn: str, source_type: str = "", event_categories: Sequence[str] | None = None, source_ids: Sequence[str] | None = None, enabled: bool = True, tags: Sequence[TagTypeDef] | dict | None = None, wait_for_completion: bool = True, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.subscription_name = subscription_name self.sns_topic_arn = sns_topic_arn self.source_type = source_type self.event_categories = event_categories or [] self.source_ids = source_ids or [] self.enabled = enabled self.tags = tags self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info("Creating event subscription '%s' to '%s'", self.subscription_name, self.sns_topic_arn) formatted_tags = format_tags(self.tags) create_subscription = self.hook.conn.create_event_subscription( SubscriptionName=self.subscription_name, SnsTopicArn=self.sns_topic_arn, SourceType=self.source_type, EventCategories=self.event_categories, SourceIds=self.source_ids, Enabled=self.enabled, Tags=formatted_tags, ) if self.wait_for_completion: self.hook.wait_for_event_subscription_state(self.subscription_name, target_state="active") return json.dumps(create_subscription, default=str)
[docs]class RdsDeleteEventSubscriptionOperator(RdsBaseOperator): """ Deletes an RDS event notification subscription .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsDeleteEventSubscriptionOperator` :param subscription_name: The name of the RDS event notification subscription you want to delete """
[docs] template_fields = ("subscription_name",)
def __init__( self, *, subscription_name: str, aws_conn_id: str = "aws_default", **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.subscription_name = subscription_name
[docs] def execute(self, context: Context) -> str: self.log.info( "Deleting event subscription %s", self.subscription_name, ) delete_subscription = self.hook.conn.delete_event_subscription( SubscriptionName=self.subscription_name, ) return json.dumps(delete_subscription, default=str)
[docs]class RdsCreateDbInstanceOperator(RdsBaseOperator): """ Creates an RDS DB instance .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsCreateDbInstanceOperator` :param db_instance_identifier: The DB instance identifier, must start with a letter and contain from 1 to 63 letters, numbers, or hyphens :param db_instance_class: The compute and memory capacity of the DB instance, for example db.m5.large :param engine: The name of the database engine to be used for this instance :param rds_kwargs: Named arguments to pass to boto3 RDS client function ``create_db_instance`` https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/rds.html#RDS.Client.create_db_instance :param aws_conn_id: The Airflow connection used for AWS credentials. :param wait_for_completion: If True, waits for creation of the DB instance to complete. (default: True) """
[docs] template_fields = ("db_instance_identifier", "db_instance_class", "engine", "rds_kwargs")
def __init__( self, *, db_instance_identifier: str, db_instance_class: str, engine: str, rds_kwargs: dict | None = None, aws_conn_id: str = "aws_default", wait_for_completion: bool = True, **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_instance_identifier = db_instance_identifier self.db_instance_class = db_instance_class self.engine = engine self.rds_kwargs = rds_kwargs or {} self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info("Creating new DB instance %s", self.db_instance_identifier) create_db_instance = self.hook.conn.create_db_instance( DBInstanceIdentifier=self.db_instance_identifier, DBInstanceClass=self.db_instance_class, Engine=self.engine, **self.rds_kwargs, ) if self.wait_for_completion: self.hook.wait_for_db_instance_state(self.db_instance_identifier, target_state="available") return json.dumps(create_db_instance, default=str)
[docs]class RdsDeleteDbInstanceOperator(RdsBaseOperator): """ Deletes an RDS DB Instance .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsDeleteDbInstanceOperator` :param db_instance_identifier: The DB instance identifier for the DB instance to be deleted :param rds_kwargs: Named arguments to pass to boto3 RDS client function ``delete_db_instance`` https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/rds.html#RDS.Client.delete_db_instance :param aws_conn_id: The Airflow connection used for AWS credentials. :param wait_for_completion: If True, waits for deletion of the DB instance to complete. (default: True) """
[docs] template_fields = ("db_instance_identifier", "rds_kwargs")
def __init__( self, *, db_instance_identifier: str, rds_kwargs: dict | None = None, aws_conn_id: str = "aws_default", wait_for_completion: bool = True, **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_instance_identifier = db_instance_identifier self.rds_kwargs = rds_kwargs or {} self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.log.info("Deleting DB instance %s", self.db_instance_identifier) delete_db_instance = self.hook.conn.delete_db_instance( DBInstanceIdentifier=self.db_instance_identifier, **self.rds_kwargs, ) if self.wait_for_completion: self.hook.wait_for_db_instance_state(self.db_instance_identifier, target_state="deleted") return json.dumps(delete_db_instance, default=str)
[docs]class RdsStartDbOperator(RdsBaseOperator): """ Starts an RDS DB instance / cluster .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsStartDbOperator` :param db_identifier: The AWS identifier of the DB to start :param db_type: Type of the DB - either "instance" or "cluster" (default: "instance") :param aws_conn_id: The Airflow connection used for AWS credentials. (default: "aws_default") :param wait_for_completion: If True, waits for DB to start. (default: True) """
[docs] template_fields = ("db_identifier", "db_type")
def __init__( self, *, db_identifier: str, db_type: RdsDbType | str = RdsDbType.INSTANCE, aws_conn_id: str = "aws_default", wait_for_completion: bool = True, **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_identifier = db_identifier self.db_type = db_type self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.db_type = RdsDbType(self.db_type) start_db_response = self._start_db() if self.wait_for_completion: self._wait_until_db_available() return json.dumps(start_db_response, default=str)
def _start_db(self): self.log.info("Starting DB %s '%s'", self.db_type.value, self.db_identifier) if self.db_type == RdsDbType.INSTANCE: response = self.hook.conn.start_db_instance(DBInstanceIdentifier=self.db_identifier) else: response = self.hook.conn.start_db_cluster(DBClusterIdentifier=self.db_identifier) return response def _wait_until_db_available(self): self.log.info("Waiting for DB %s to reach 'available' state", self.db_type.value) if self.db_type == RdsDbType.INSTANCE: self.hook.wait_for_db_instance_state(self.db_identifier, target_state="available") else: self.hook.wait_for_db_cluster_state(self.db_identifier, target_state="available")
[docs]class RdsStopDbOperator(RdsBaseOperator): """ Stops an RDS DB instance / cluster .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RdsStopDbOperator` :param db_identifier: The AWS identifier of the DB to stop :param db_type: Type of the DB - either "instance" or "cluster" (default: "instance") :param db_snapshot_identifier: The instance identifier of the DB Snapshot to create before stopping the DB instance. The default value (None) skips snapshot creation. This parameter is ignored when ``db_type`` is "cluster" :param aws_conn_id: The Airflow connection used for AWS credentials. (default: "aws_default") :param wait_for_completion: If True, waits for DB to stop. (default: True) """
[docs] template_fields = ("db_identifier", "db_snapshot_identifier", "db_type")
def __init__( self, *, db_identifier: str, db_type: RdsDbType | str = RdsDbType.INSTANCE, db_snapshot_identifier: str | None = None, aws_conn_id: str = "aws_default", wait_for_completion: bool = True, **kwargs, ): super().__init__(aws_conn_id=aws_conn_id, **kwargs) self.db_identifier = db_identifier self.db_type = db_type self.db_snapshot_identifier = db_snapshot_identifier self.wait_for_completion = wait_for_completion
[docs] def execute(self, context: Context) -> str: self.db_type = RdsDbType(self.db_type) stop_db_response = self._stop_db() if self.wait_for_completion: self._wait_until_db_stopped() return json.dumps(stop_db_response, default=str)
def _stop_db(self): self.log.info("Stopping DB %s '%s'", self.db_type.value, self.db_identifier) if self.db_type == RdsDbType.INSTANCE: conn_params = {"DBInstanceIdentifier": self.db_identifier} # The db snapshot parameter is optional, but the AWS SDK raises an exception # if passed a null value. Only set snapshot id if value is present. if self.db_snapshot_identifier: conn_params["DBSnapshotIdentifier"] = self.db_snapshot_identifier response = self.hook.conn.stop_db_instance(**conn_params) else: if self.db_snapshot_identifier: self.log.warning( "'db_snapshot_identifier' does not apply to db clusters. " "Remove it to silence this warning." ) response = self.hook.conn.stop_db_cluster(DBClusterIdentifier=self.db_identifier) return response def _wait_until_db_stopped(self): self.log.info("Waiting for DB %s to reach 'stopped' state", self.db_type.value) if self.db_type == RdsDbType.INSTANCE: self.hook.wait_for_db_instance_state(self.db_identifier, target_state="stopped") else: self.hook.wait_for_db_cluster_state(self.db_identifier, target_state="stopped")
__all__ = [ "RdsCreateDbSnapshotOperator", "RdsCopyDbSnapshotOperator", "RdsDeleteDbSnapshotOperator", "RdsCreateEventSubscriptionOperator", "RdsDeleteEventSubscriptionOperator", "RdsStartExportTaskOperator", "RdsCancelExportTaskOperator", "RdsCreateDbInstanceOperator", "RdsDeleteDbInstanceOperator", "RdsStartDbOperator", "RdsStopDbOperator", ]

Was this entry helpful?