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"""Objects relating to sourcing secrets from AWS Secrets Manager"""
from __future__ import annotations
import json
import re
import warnings
from typing import Any
from urllib.parse import unquote
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 SecretsManagerBackend(BaseSecretsBackend, LoggingMixin):
"""
Retrieves Connection or Variables from AWS Secrets Manager
Configurable via ``airflow.cfg`` like so:
.. code-block:: ini
[secrets]
backend = airflow.providers.amazon.aws.secrets.secrets_manager.SecretsManagerBackend
backend_kwargs = {"connections_prefix": "airflow/connections"}
For example, when ``{"connections_prefix": "airflow/connections"}`` is set, if a secret is defined with
the path ``airflow/connections/smtp_default``, the connection with conn_id ``smtp_default`` would be
accessible.
When ``{"variables_prefix": "airflow/variables"}`` is set, if a secret is defined with
the path ``airflow/variables/hello``, the variable with the name ``hello`` would be accessible.
When ``{"config_prefix": "airflow/config"}`` set, if a secret is defined with
the path ``airflow/config/sql_alchemy_conn``, the config with they ``sql_alchemy_conn`` would be
accessible.
You can also pass additional keyword arguments listed in AWS Connection Extra config
to this class, and they would be used for establishing a connection and passed on to Boto3 client.
.. code-block:: ini
[secrets]
backend = airflow.providers.amazon.aws.secrets.secrets_manager.SecretsManagerBackend
backend_kwargs = {"connections_prefix": "airflow/connections", "region_name": "eu-west-1"}
.. seealso::
:ref:`howto/connection:aws:configuring-the-connection`
There are two ways of storing secrets in Secret Manager for using them with this operator:
storing them as a conn URI in one field, or taking advantage of native approach of Secrets Manager
and storing them in multiple fields. There are certain words that will be searched in the name
of fields for trying to retrieve a connection part. Those words are:
.. code-block:: python
possible_words_for_conn_fields = {
"login": ["login", "user", "username", "user_name"],
"password": ["password", "pass", "key"],
"host": ["host", "remote_host", "server"],
"port": ["port"],
"schema": ["database", "schema"],
"conn_type": ["conn_type", "conn_id", "connection_type", "engine"],
}
However, these lists can be extended using the configuration parameter ``extra_conn_words``. Also,
you can have a field named extra for extra parameters for the conn. Please note that this extra field
must be a valid JSON.
:param connections_prefix: Specifies the prefix of the secret to read to get Connections.
If set to None (null value in the configuration), requests for connections will not be
sent to AWS Secrets Manager. If you don't want a connections_prefix, set it as an empty string
:param connections_lookup_pattern: Specifies a pattern the connection ID needs to match to be looked up in
AWS Secrets Manager. 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 Secrets Manager.
:param variables_prefix: Specifies the prefix of the secret to read to get Variables.
If set to None (null value in the configuration), requests for variables will not be sent to
AWS Secrets Manager. If you don't want a variables_prefix, set it as an empty string
:param variables_lookup_pattern: Specifies a pattern the variable key needs to match to be looked up in
AWS Secrets Manager. 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 Secrets Manager.
:param config_prefix: Specifies the prefix of the secret to read to get Configurations.
If set to None (null value in the configuration), requests for configurations will not be sent to
AWS Secrets Manager. If you don't want a config_prefix, set it as an empty string
:param config_lookup_pattern: Specifies a pattern the config key needs to match to be looked up in
AWS Secrets Manager. 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 Secrets Manager.
:param sep: separator used to concatenate secret_prefix and secret_id. Default: "/"
:param extra_conn_words: for using just when you set full_url_mode as false and store
the secrets in different fields of secrets manager. You can add more words for each connection
part beyond the default ones. The extra words to be searched should be passed as a dict of lists,
each list corresponding to a connection part. The optional keys of the dict must be: user,
password, host, schema, conn_type.
"""
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,
sep: str = "/",
extra_conn_words: dict[str, list[str]] | None = None,
**kwargs,
):
super().__init__()
if connections_prefix:
self.connections_prefix = connections_prefix.rstrip(sep)
else:
self.connections_prefix = connections_prefix
if variables_prefix:
self.variables_prefix = variables_prefix.rstrip(sep)
else:
self.variables_prefix = variables_prefix
if config_prefix:
self.config_prefix = config_prefix.rstrip(sep)
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.sep = sep
if kwargs.pop("full_url_mode", None) is not None:
warnings.warn(
"The `full_url_mode` kwarg is deprecated. Going forward, the `SecretsManagerBackend`"
" will support both URL-encoded and JSON-encoded secrets at the same time. The encoding"
" of the secret will be determined automatically.",
DeprecationWarning,
stacklevel=2,
)
if kwargs.get("are_secret_values_urlencoded") is not None:
warnings.warn(
"The `secret_values_are_urlencoded` is deprecated. This kwarg only exists to assist in"
" migrating away from URL-encoding secret values for JSON secrets."
" To remove this warning, make sure your JSON secrets are *NOT* URL-encoded, and then"
" remove this kwarg from backend_kwargs.",
DeprecationWarning,
stacklevel=2,
)
self.are_secret_values_urlencoded = kwargs.pop("are_secret_values_urlencoded", None)
else:
self.are_secret_values_urlencoded = False
self.extra_conn_words = extra_conn_words or {}
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 Secrets Manager 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="secretsmanager", **client_kwargs)
def _standardize_secret_keys(self, secret: dict[str, Any]) -> dict[str, Any]:
"""Standardize the names of the keys in the dict. These keys align with"""
possible_words_for_conn_fields = {
"login": ["login", "user", "username", "user_name"],
"password": ["password", "pass", "key"],
"host": ["host", "remote_host", "server"],
"port": ["port"],
"schema": ["database", "schema"],
"conn_type": ["conn_type", "conn_id", "connection_type", "engine"],
"extra": ["extra"],
}
for conn_field, extra_words in self.extra_conn_words.items():
if conn_field == "user":
# Support `user` for backwards compatibility.
conn_field = "login"
possible_words_for_conn_fields[conn_field].extend(extra_words)
conn_d: dict[str, Any] = {}
for conn_field, possible_words in possible_words_for_conn_fields.items():
try:
conn_d[conn_field] = [v for k, v in secret.items() if k in possible_words][0]
except IndexError:
conn_d[conn_field] = None
return conn_d
def _remove_escaping_in_secret_dict(self, secret: dict[str, Any]) -> dict[str, Any]:
"""Un-escape secret values that are URL-encoded"""
for k, v in secret.copy().items():
if k == "extra" and isinstance(v, dict):
# The old behavior was that extras were _not_ urlencoded inside the secret.
# So we should just allow the extra dict to remain as-is.
continue
elif v is not None:
secret[k] = unquote(v)
return secret
[docs] def get_conn_value(self, conn_id: str) -> str | None:
"""
Get serialized representation of Connection
:param conn_id: connection id
"""
if self.connections_prefix is None:
return None
secret = self._get_secret(self.connections_prefix, conn_id, self.connections_lookup_pattern)
if secret is not None and secret.strip().startswith("{"):
# Before Airflow 2.3, the AWS SecretsManagerBackend added support for JSON secrets.
#
# The way this was implemented differs a little from how Airflow's core API handle JSON secrets.
#
# The most notable difference is that SecretsManagerBackend supports extra aliases for the
# Connection parts, e.g. "users" is allowed instead of "login".
#
# This means we need to deserialize then re-serialize the secret if it's a JSON, potentially
# renaming some keys in the process.
secret_dict = json.loads(secret)
standardized_secret_dict = self._standardize_secret_keys(secret_dict)
if self.are_secret_values_urlencoded:
standardized_secret_dict = self._remove_escaping_in_secret_dict(standardized_secret_dict)
standardized_secret = json.dumps(standardized_secret_dict)
return standardized_secret
else:
return secret
[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
:return: deserialized Connection
"""
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,
)
return self.get_conn_value(conn_id)
[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, secret_id: str, lookup_pattern: str | None) -> str | None:
"""
Get secret value from Secrets Manager
: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
Secrets Manager
"""
if lookup_pattern and not re.match(lookup_pattern, secret_id, re.IGNORECASE):
return None
error_msg = "An error occurred when calling the get_secret_value operation"
if path_prefix:
secrets_path = self.build_path(path_prefix, secret_id, self.sep)
else:
secrets_path = secret_id
try:
response = self.client.get_secret_value(
SecretId=secrets_path,
)
return response.get("SecretString")
except self.client.exceptions.ResourceNotFoundException:
self.log.debug(
"ResourceNotFoundException: %s. Secret %s not found.",
error_msg,
secret_id,
)
return None
except self.client.exceptions.InvalidParameterException:
self.log.debug(
"InvalidParameterException: %s",
error_msg,
exc_info=True,
)
return None
except self.client.exceptions.InvalidRequestException:
self.log.debug(
"InvalidRequestException: %s",
error_msg,
exc_info=True,
)
return None
except self.client.exceptions.DecryptionFailure:
self.log.debug(
"DecryptionFailure: %s",
error_msg,
exc_info=True,
)
return None
except self.client.exceptions.InternalServiceError:
self.log.debug(
"InternalServiceError: %s",
error_msg,
exc_info=True,
)
return None
