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"""Objects relating to sourcing connections from AWS SSM Parameter Store"""
from __future__ import annotations
import re
import warnings
from airflow.compat.functools import cached_property
from airflow.providers.amazon.aws.utils import trim_none_values
from airflow.secrets import BaseSecretsBackend
from airflow.utils.log.logging_mixin import LoggingMixin
[docs]class SystemsManagerParameterStoreBackend(BaseSecretsBackend, LoggingMixin):
"""
Retrieves Connection or Variables from AWS SSM Parameter Store
Configurable via ``airflow.cfg`` like so:
.. code-block:: ini
[secrets]
backend = airflow.providers.amazon.aws.secrets.systems_manager.SystemsManagerParameterStoreBackend
backend_kwargs = {"connections_prefix": "/airflow/connections", "profile_name": null}
For example, if ssm path is ``/airflow/connections/smtp_default``, this would be accessible
if you provide ``{"connections_prefix": "/airflow/connections"}`` and request conn_id ``smtp_default``.
And if ssm path is ``/airflow/variables/hello``, this would be accessible
if you provide ``{"variables_prefix": "/airflow/variables"}`` and variable key ``hello``.
:param connections_prefix: Specifies the prefix of the secret to read to get Connections.
If set to None (null), requests for connections will not be sent to AWS SSM Parameter Store.
:param connections_lookup_pattern: Specifies a pattern the connection ID needs to match to be looked up in
AWS Parameter Store. Applies only if `connections_prefix` is not None.
If set to None (null value in the configuration), all connections will be looked up first in
AWS Parameter Store.
:param variables_prefix: Specifies the prefix of the secret to read to get Variables.
If set to None (null), requests for variables will not be sent to AWS SSM Parameter Store.
:param variables_lookup_pattern: Specifies a pattern the variable key needs to match to be looked up in
AWS Parameter Store. Applies only if `variables_prefix` is not None.
If set to None (null value in the configuration), all variables will be looked up first in
AWS Parameter Store.
:param config_prefix: Specifies the prefix of the secret to read to get Variables.
If set to None (null), requests for configurations will not be sent to AWS SSM Parameter Store.
:param config_lookup_pattern: Specifies a pattern the config key needs to match to be looked up in
AWS Parameter Store. Applies only if `config_prefix` is not None.
If set to None (null value in the configuration), all config keys will be looked up first in
AWS Parameter Store.
You can also pass additional keyword arguments listed in AWS Connection Extra config
to this class, and they would be used for establish connection and passed on to Boto3 client.
.. code-block:: ini
[secrets]
backend = airflow.providers.amazon.aws.secrets.systems_manager.SystemsManagerParameterStoreBackend
backend_kwargs = {"connections_prefix": "airflow/connections", "region_name": "eu-west-1"}
.. seealso::
:ref:`howto/connection:aws:configuring-the-connection`
"""
def __init__(
self,
connections_prefix: str = "/airflow/connections",
connections_lookup_pattern: str | None = None,
variables_prefix: str = "/airflow/variables",
variables_lookup_pattern: str | None = None,
config_prefix: str = "/airflow/config",
config_lookup_pattern: str | None = None,
**kwargs,
):
super().__init__()
if connections_prefix is not None:
self.connections_prefix = connections_prefix.rstrip("/")
else:
self.connections_prefix = connections_prefix
if variables_prefix is not None:
self.variables_prefix = variables_prefix.rstrip("/")
else:
self.variables_prefix = variables_prefix
if config_prefix is not None:
self.config_prefix = config_prefix.rstrip("/")
else:
self.config_prefix = config_prefix
self.connections_lookup_pattern = connections_lookup_pattern
self.variables_lookup_pattern = variables_lookup_pattern
self.config_lookup_pattern = config_lookup_pattern
self.profile_name = kwargs.get("profile_name", None)
# Remove client specific arguments from kwargs
self.api_version = kwargs.pop("api_version", None)
self.use_ssl = kwargs.pop("use_ssl", None)
self.kwargs = kwargs
@cached_property
[docs] def client(self):
"""Create a SSM client"""
from airflow.providers.amazon.aws.hooks.base_aws import SessionFactory
from airflow.providers.amazon.aws.utils.connection_wrapper import AwsConnectionWrapper
conn_id = f"{self.__class__.__name__}__connection"
conn_config = AwsConnectionWrapper.from_connection_metadata(conn_id=conn_id, extra=self.kwargs)
client_kwargs = trim_none_values(
{
"region_name": conn_config.region_name,
"verify": conn_config.verify,
"endpoint_url": conn_config.endpoint_url,
"api_version": self.api_version,
"use_ssl": self.use_ssl,
}
)
session = SessionFactory(conn=conn_config).create_session()
return session.client(service_name="ssm", **client_kwargs)
[docs] def get_conn_value(self, conn_id: str) -> str | None:
"""
Get param value
:param conn_id: connection id
"""
if self.connections_prefix is None:
return None
return self._get_secret(self.connections_prefix, conn_id, self.connections_lookup_pattern)
[docs] def get_conn_uri(self, conn_id: str) -> str | None:
"""
Return URI representation of Connection conn_id.
As of Airflow version 2.3.0 this method is deprecated.
:param conn_id: the connection id
"""
warnings.warn(
f"Method `{self.__class__.__name__}.get_conn_uri` is deprecated and will be removed "
"in a future release. Please use method `get_conn_value` instead.",
DeprecationWarning,
stacklevel=2,
)
value = self.get_conn_value(conn_id)
if value is None:
return None
return self.deserialize_connection(conn_id, value).get_uri()
[docs] def get_variable(self, key: str) -> str | None:
"""
Get Airflow Variable
:param key: Variable Key
:return: Variable Value
"""
if self.variables_prefix is None:
return None
return self._get_secret(self.variables_prefix, key, self.variables_lookup_pattern)
[docs] def get_config(self, key: str) -> str | None:
"""
Get Airflow Configuration
:param key: Configuration Option Key
:return: Configuration Option Value
"""
if self.config_prefix is None:
return None
return self._get_secret(self.config_prefix, key, self.config_lookup_pattern)
def _get_secret(self, path_prefix: str, secret_id: str, lookup_pattern: str | None) -> str | None:
"""
Get secret value from Parameter Store.
:param path_prefix: Prefix for the Path to get Secret
:param secret_id: Secret Key
:param lookup_pattern: If provided, `secret_id` must match this pattern to look up the secret in
Systems Manager
"""
if lookup_pattern and not re.match(lookup_pattern, secret_id, re.IGNORECASE):
return None
ssm_path = self.build_path(path_prefix, secret_id)
ssm_path = self._ensure_leading_slash(ssm_path)
try:
response = self.client.get_parameter(Name=ssm_path, WithDecryption=True)
return response["Parameter"]["Value"]
except self.client.exceptions.ParameterNotFound:
self.log.debug("Parameter %s not found.", ssm_path)
return None
def _ensure_leading_slash(self, ssm_path: str):
"""
AWS Systems Manager mandate to have a leading "/". Adding it dynamically if not there to the SSM path
:param ssm_path: SSM parameter path
"""
if not ssm_path.startswith("/"):
ssm_path = f"/{ssm_path}"
return ssm_path
