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Adding Amazon Neptune Hook and Operators (#37000)
* neptune operators * System test fix * Update return type Co-authored-by: Wei Lee <[email protected]> * Update airflow/providers/amazon/aws/operators/neptune.py Co-authored-by: Wei Lee <[email protected]> * Update airflow/providers/amazon/aws/operators/neptune.py Co-authored-by: Wei Lee <[email protected]> * Update airflow/providers/amazon/aws/operators/neptune.py Co-authored-by: Wei Lee <[email protected]> * PR Review changes * Review changes; fixed databrew waiter test case * Moved cluster states to hook * Update airflow/providers/amazon/aws/operators/neptune.py Co-authored-by: Elad Kalif <[email protected]> --------- Co-authored-by: Wei Lee <[email protected]> Co-authored-by: Elad Kalif <[email protected]>
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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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from __future__ import annotations | ||
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from airflow.providers.amazon.aws.hooks.base_aws import AwsBaseHook | ||
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class NeptuneHook(AwsBaseHook): | ||
""" | ||
Interact with Amazon Neptune. | ||
Additional arguments (such as ``aws_conn_id``) may be specified and | ||
are passed down to the underlying AwsBaseHook. | ||
.. seealso:: | ||
- :class:`~airflow.providers.amazon.aws.hooks.base_aws.AwsBaseHook` | ||
""" | ||
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AVAILABLE_STATES = ["available"] | ||
STOPPED_STATES = ["stopped"] | ||
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def __init__(self, *args, **kwargs): | ||
kwargs["client_type"] = "neptune" | ||
super().__init__(*args, **kwargs) | ||
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def wait_for_cluster_availability(self, cluster_id: str, delay: int = 30, max_attempts: int = 60) -> str: | ||
""" | ||
Wait for Neptune cluster to start. | ||
:param cluster_id: The ID of the cluster to wait for. | ||
:param delay: Time in seconds to delay between polls. | ||
:param max_attempts: Maximum number of attempts to poll for completion. | ||
:return: The status of the cluster. | ||
""" | ||
self.get_waiter("cluster_available").wait( | ||
DBClusterIdentifier=cluster_id, WaiterConfig={"Delay": delay, "MaxAttempts": max_attempts} | ||
) | ||
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status = self.get_cluster_status(cluster_id) | ||
self.log.info("Finished waiting for cluster %s. Status is now %s", cluster_id, status) | ||
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return status | ||
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def wait_for_cluster_stopped(self, cluster_id: str, delay: int = 30, max_attempts: int = 60) -> str: | ||
""" | ||
Wait for Neptune cluster to stop. | ||
:param cluster_id: The ID of the cluster to wait for. | ||
:param delay: Time in seconds to delay between polls. | ||
:param max_attempts: Maximum number of attempts to poll for completion. | ||
:return: The status of the cluster. | ||
""" | ||
self.get_waiter("cluster_stopped").wait( | ||
DBClusterIdentifier=cluster_id, WaiterConfig={"Delay": delay, "MaxAttempts": max_attempts} | ||
) | ||
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status = self.get_cluster_status(cluster_id) | ||
self.log.info("Finished waiting for cluster %s. Status is now %s", cluster_id, status) | ||
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return status | ||
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def get_cluster_status(self, cluster_id: str) -> str: | ||
""" | ||
Get the status of a Neptune cluster. | ||
:param cluster_id: The ID of the cluster to get the status of. | ||
:return: The status of the cluster. | ||
""" | ||
return self.get_conn().describe_db_clusters(DBClusterIdentifier=cluster_id)["DBClusters"][0]["Status"] |
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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. | ||
from __future__ import annotations | ||
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from typing import TYPE_CHECKING, Any, Sequence | ||
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from airflow.configuration import conf | ||
from airflow.providers.amazon.aws.hooks.neptune import NeptuneHook | ||
from airflow.providers.amazon.aws.operators.base_aws import AwsBaseOperator | ||
from airflow.providers.amazon.aws.triggers.neptune import ( | ||
NeptuneClusterAvailableTrigger, | ||
NeptuneClusterStoppedTrigger, | ||
) | ||
from airflow.providers.amazon.aws.utils.mixins import aws_template_fields | ||
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if TYPE_CHECKING: | ||
from airflow.utils.context import Context | ||
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class NeptuneStartDbClusterOperator(AwsBaseOperator[NeptuneHook]): | ||
"""Starts an Amazon Neptune DB cluster. | ||
Amazon Neptune Database is a serverless graph database designed for superior scalability | ||
and availability. Neptune Database provides built-in security, continuous backups, and | ||
integrations with other AWS services | ||
.. seealso:: | ||
For more information on how to use this operator, take a look at the guide: | ||
:ref:`howto/operator:NeptuneStartDbClusterOperator` | ||
:param db_cluster_id: The DB cluster identifier of the Neptune DB cluster to be started. | ||
:param wait_for_completion: Whether to wait for the cluster to start. (default: True) | ||
:param deferrable: If True, the operator will wait asynchronously for the cluster to start. | ||
This implies waiting for completion. This mode requires aiobotocore module to be installed. | ||
(default: False) | ||
:param waiter_delay: Time in seconds to wait between status checks. | ||
:param waiter_max_attempts: Maximum number of attempts to check for job completion. | ||
:param aws_conn_id: The Airflow connection used for AWS credentials. | ||
If this is ``None`` or empty then the default boto3 behaviour is used. If | ||
running Airflow in a distributed manner and aws_conn_id is None or | ||
empty, then default boto3 configuration would be used (and must be | ||
maintained on each worker node). | ||
:param region_name: AWS region_name. If not specified then the default boto3 behaviour is used. | ||
:param botocore_config: Configuration dictionary (key-values) for botocore client. See: | ||
https://botocore.amazonaws.com/v1/documentation/api/latest/reference/config.html | ||
:return: dictionary with Neptune cluster id | ||
""" | ||
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aws_hook_class = NeptuneHook | ||
template_fields: Sequence[str] = aws_template_fields("cluster_id") | ||
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def __init__( | ||
self, | ||
db_cluster_id: str, | ||
wait_for_completion: bool = True, | ||
waiter_delay: int = 30, | ||
waiter_max_attempts: int = 60, | ||
deferrable: bool = conf.getboolean("operators", "default_deferrable", fallback=False), | ||
**kwargs, | ||
): | ||
super().__init__(**kwargs) | ||
self.cluster_id = db_cluster_id | ||
self.wait_for_completion = wait_for_completion | ||
self.deferrable = deferrable | ||
self.delay = waiter_delay | ||
self.max_attempts = waiter_max_attempts | ||
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def execute(self, context: Context) -> dict[str, str]: | ||
self.log.info("Starting Neptune cluster: %s", self.cluster_id) | ||
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# Check to make sure the cluster is not already available. | ||
status = self.hook.get_cluster_status(self.cluster_id) | ||
if status.lower() in NeptuneHook.AVAILABLE_STATES: | ||
self.log.info("Neptune cluster %s is already available.", self.cluster_id) | ||
return {"db_cluster_id": self.cluster_id} | ||
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resp = self.hook.conn.start_db_cluster(DBClusterIdentifier=self.cluster_id) | ||
status = resp.get("DBClusters", {}).get("Status", "Unknown") | ||
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if self.deferrable: | ||
self.log.info("Deferring for cluster start: %s", self.cluster_id) | ||
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self.defer( | ||
trigger=NeptuneClusterAvailableTrigger( | ||
aws_conn_id=self.aws_conn_id, | ||
db_cluster_id=self.cluster_id, | ||
waiter_delay=self.delay, | ||
waiter_max_attempts=self.max_attempts, | ||
), | ||
method_name="execute_complete", | ||
) | ||
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elif self.wait_for_completion: | ||
self.log.info("Waiting for Neptune cluster %s to start.", self.cluster_id) | ||
self.hook.wait_for_cluster_availability(self.cluster_id, self.delay, self.max_attempts) | ||
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return {"db_cluster_id": self.cluster_id} | ||
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def execute_complete(self, context: Context, event: dict[str, Any] | None = None) -> dict[str, str]: | ||
status = "" | ||
cluster_id = "" | ||
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if event: | ||
status = event.get("status", "") | ||
cluster_id = event.get("cluster_id", "") | ||
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self.log.info("Neptune cluster %s available with status: %s", cluster_id, status) | ||
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return {"db_cluster_id": cluster_id} | ||
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class NeptuneStopDbClusterOperator(AwsBaseOperator[NeptuneHook]): | ||
""" | ||
Stops an Amazon Neptune DB cluster. | ||
Amazon Neptune Database is a serverless graph database designed for superior scalability | ||
and availability. Neptune Database provides built-in security, continuous backups, and | ||
integrations with other AWS services | ||
.. seealso:: | ||
For more information on how to use this operator, take a look at the guide: | ||
:ref:`howto/operator:NeptuneStartDbClusterOperator` | ||
:param db_cluster_id: The DB cluster identifier of the Neptune DB cluster to be stopped. | ||
:param wait_for_completion: Whether to wait for cluster to stop. (default: True) | ||
:param deferrable: If True, the operator will wait asynchronously for the cluster to stop. | ||
This implies waiting for completion. This mode requires aiobotocore module to be installed. | ||
(default: False) | ||
:param waiter_delay: Time in seconds to wait between status checks. | ||
:param waiter_max_attempts: Maximum number of attempts to check for job completion. | ||
:param aws_conn_id: The Airflow connection used for AWS credentials. | ||
If this is ``None`` or empty then the default boto3 behaviour is used. If | ||
running Airflow in a distributed manner and aws_conn_id is None or | ||
empty, then default boto3 configuration would be used (and must be | ||
maintained on each worker node). | ||
:param region_name: AWS region_name. If not specified then the default boto3 behaviour is used. | ||
:param botocore_config: Configuration dictionary (key-values) for botocore client. See: | ||
https://botocore.amazonaws.com/v1/documentation/api/latest/reference/config.html | ||
:return: dictionary with Neptune cluster id | ||
""" | ||
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aws_hook_class = NeptuneHook | ||
template_fields: Sequence[str] = aws_template_fields("cluster_id") | ||
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def __init__( | ||
self, | ||
db_cluster_id: str, | ||
wait_for_completion: bool = True, | ||
waiter_delay: int = 30, | ||
waiter_max_attempts: int = 60, | ||
deferrable: bool = conf.getboolean("operators", "default_deferrable", fallback=False), | ||
**kwargs, | ||
): | ||
super().__init__(**kwargs) | ||
self.cluster_id = db_cluster_id | ||
self.wait_for_completion = wait_for_completion | ||
self.deferrable = deferrable | ||
self.delay = waiter_delay | ||
self.max_attempts = waiter_max_attempts | ||
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def execute(self, context: Context) -> dict[str, str]: | ||
self.log.info("Stopping Neptune cluster: %s", self.cluster_id) | ||
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# Check to make sure the cluster is not already stopped. | ||
status = self.hook.get_cluster_status(self.cluster_id) | ||
if status.lower() in NeptuneHook.STOPPED_STATES: | ||
self.log.info("Neptune cluster %s is already stopped.", self.cluster_id) | ||
return {"db_cluster_id": self.cluster_id} | ||
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resp = self.hook.conn.stop_db_cluster(DBClusterIdentifier=self.cluster_id) | ||
status = resp.get("DBClusters", {}).get("Status", "Unknown") | ||
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if self.deferrable: | ||
self.log.info("Deferring for cluster stop: %s", self.cluster_id) | ||
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self.defer( | ||
trigger=NeptuneClusterStoppedTrigger( | ||
aws_conn_id=self.aws_conn_id, | ||
db_cluster_id=self.cluster_id, | ||
waiter_delay=self.delay, | ||
waiter_max_attempts=self.max_attempts, | ||
), | ||
method_name="execute_complete", | ||
) | ||
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elif self.wait_for_completion: | ||
self.log.info("Waiting for Neptune cluster %s to start.", self.cluster_id) | ||
self.hook.wait_for_cluster_stopped(self.cluster_id, self.delay, self.max_attempts) | ||
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return {"db_cluster_id": self.cluster_id} | ||
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def execute_complete(self, context: Context, event: dict[str, Any] | None = None) -> dict[str, str]: | ||
status = "" | ||
cluster_id = "" | ||
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if event: | ||
status = event.get("status", "") | ||
cluster_id = event.get("cluster_id", "") | ||
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self.log.info("Neptune cluster %s stopped with status: %s", cluster_id, status) | ||
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return {"db_cluster_id": cluster_id} |
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