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credentials.py
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"""Module handling AWS credentials"""
from enum import Enum
from functools import lru_cache
from threading import Lock
from typing import Any, Optional, Union
import boto3
from mypy_boto3_s3 import S3Client
from mypy_boto3_secretsmanager import SecretsManagerClient
from prefect.blocks.abstract import CredentialsBlock
from pydantic import VERSION as PYDANTIC_VERSION
if PYDANTIC_VERSION.startswith("2."):
from pydantic.v1 import Field, SecretStr
else:
from pydantic import Field, SecretStr
from prefect_aws.client_parameters import AwsClientParameters
_LOCK = Lock()
class ClientType(Enum):
"""The supported boto3 clients."""
S3 = "s3"
ECS = "ecs"
BATCH = "batch"
SECRETS_MANAGER = "secretsmanager"
@lru_cache(maxsize=8, typed=True)
def _get_client_cached(ctx, client_type: Union[str, ClientType]) -> Any:
"""
Helper method to cache and dynamically get a client type.
Args:
client_type: The client's service name.
Returns:
An authenticated client.
Raises:
ValueError: if the client is not supported.
"""
with _LOCK:
if isinstance(client_type, ClientType):
client_type = client_type.value
client = ctx.get_boto3_session().client(
service_name=client_type,
**ctx.aws_client_parameters.get_params_override(),
)
return client
class AwsCredentials(CredentialsBlock):
"""
Block used to manage authentication with AWS. AWS authentication is
handled via the `boto3` module. Refer to the
[boto3 docs](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html)
for more info about the possible credential configurations.
Example:
Load stored AWS credentials:
```python
from prefect_aws import AwsCredentials
aws_credentials_block = AwsCredentials.load("BLOCK_NAME")
```
""" # noqa E501
_logo_url = "https://cdn.sanity.io/images/3ugk85nk/production/d74b16fe84ce626345adf235a47008fea2869a60-225x225.png" # noqa
_block_type_name = "AWS Credentials"
_documentation_url = "https://prefecthq.github.io/prefect-aws/credentials/#prefect_aws.credentials.AwsCredentials" # noqa
aws_access_key_id: Optional[str] = Field(
default=None,
description="A specific AWS access key ID.",
title="AWS Access Key ID",
)
aws_secret_access_key: Optional[SecretStr] = Field(
default=None,
description="A specific AWS secret access key.",
title="AWS Access Key Secret",
)
aws_session_token: Optional[str] = Field(
default=None,
description=(
"The session key for your AWS account. "
"This is only needed when you are using temporary credentials."
),
title="AWS Session Token",
)
profile_name: Optional[str] = Field(
default=None, description="The profile to use when creating your session."
)
region_name: Optional[str] = Field(
default=None,
description="The AWS Region where you want to create new connections.",
)
aws_client_parameters: AwsClientParameters = Field(
default_factory=AwsClientParameters,
description="Extra parameters to initialize the Client.",
title="AWS Client Parameters",
)
class Config:
"""Config class for pydantic model."""
arbitrary_types_allowed = True
def __hash__(self):
field_hashes = (
hash(self.aws_access_key_id),
hash(self.aws_secret_access_key),
hash(self.aws_session_token),
hash(self.profile_name),
hash(self.region_name),
hash(self.aws_client_parameters),
)
return hash(field_hashes)
def get_boto3_session(self) -> boto3.Session:
"""
Returns an authenticated boto3 session that can be used to create clients
for AWS services
Example:
Create an S3 client from an authorized boto3 session:
```python
aws_credentials = AwsCredentials(
aws_access_key_id = "access_key_id",
aws_secret_access_key = "secret_access_key"
)
s3_client = aws_credentials.get_boto3_session().client("s3")
```
"""
if self.aws_secret_access_key:
aws_secret_access_key = self.aws_secret_access_key.get_secret_value()
else:
aws_secret_access_key = None
return boto3.Session(
aws_access_key_id=self.aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=self.aws_session_token,
profile_name=self.profile_name,
region_name=self.region_name,
)
def get_client(self, client_type: Union[str, ClientType]):
"""
Helper method to dynamically get a client type.
Args:
client_type: The client's service name.
Returns:
An authenticated client.
Raises:
ValueError: if the client is not supported.
"""
if isinstance(client_type, ClientType):
client_type = client_type.value
return _get_client_cached(ctx=self, client_type=client_type)
def get_s3_client(self) -> S3Client:
"""
Gets an authenticated S3 client.
Returns:
An authenticated S3 client.
"""
return self.get_client(client_type=ClientType.S3)
def get_secrets_manager_client(self) -> SecretsManagerClient:
"""
Gets an authenticated Secrets Manager client.
Returns:
An authenticated Secrets Manager client.
"""
return self.get_client(client_type=ClientType.SECRETS_MANAGER)
class MinIOCredentials(CredentialsBlock):
"""
Block used to manage authentication with MinIO. Refer to the
[MinIO docs](https://docs.min.io/docs/minio-server-configuration-guide.html)
for more info about the possible credential configurations.
Attributes:
minio_root_user: Admin or root user.
minio_root_password: Admin or root password.
region_name: Location of server, e.g. "us-east-1".
Example:
Load stored MinIO credentials:
```python
from prefect_aws import MinIOCredentials
minio_credentials_block = MinIOCredentials.load("BLOCK_NAME")
```
""" # noqa E501
_logo_url = "https://cdn.sanity.io/images/3ugk85nk/production/676cb17bcbdff601f97e0a02ff8bcb480e91ff40-250x250.png" # noqa
_block_type_name = "MinIO Credentials"
_description = (
"Block used to manage authentication with MinIO. Refer to the MinIO "
"docs: https://docs.min.io/docs/minio-server-configuration-guide.html "
"for more info about the possible credential configurations."
)
_documentation_url = "https://prefecthq.github.io/prefect-aws/credentials/#prefect_aws.credentials.MinIOCredentials" # noqa
minio_root_user: str = Field(default=..., description="Admin or root user.")
minio_root_password: SecretStr = Field(
default=..., description="Admin or root password."
)
region_name: Optional[str] = Field(
default=None,
description="The AWS Region where you want to create new connections.",
)
aws_client_parameters: AwsClientParameters = Field(
default_factory=AwsClientParameters,
description="Extra parameters to initialize the Client.",
)
class Config:
"""Config class for pydantic model."""
arbitrary_types_allowed = True
def __hash__(self):
return hash(
(
hash(self.minio_root_user),
hash(self.minio_root_password),
hash(self.region_name),
hash(frozenset(self.aws_client_parameters.dict().items())),
)
)
def get_boto3_session(self) -> boto3.Session:
"""
Returns an authenticated boto3 session that can be used to create clients
and perform object operations on MinIO server.
Example:
Create an S3 client from an authorized boto3 session
```python
minio_credentials = MinIOCredentials(
minio_root_user = "minio_root_user",
minio_root_password = "minio_root_password"
)
s3_client = minio_credentials.get_boto3_session().client(
service="s3",
endpoint_url="http://localhost:9000"
)
```
"""
minio_root_password = (
self.minio_root_password.get_secret_value()
if self.minio_root_password
else None
)
return boto3.Session(
aws_access_key_id=self.minio_root_user,
aws_secret_access_key=minio_root_password,
region_name=self.region_name,
)
def get_client(self, client_type: Union[str, ClientType]):
"""
Helper method to dynamically get a client type.
Args:
client_type: The client's service name.
Returns:
An authenticated client.
Raises:
ValueError: if the client is not supported.
"""
if isinstance(client_type, ClientType):
client_type = client_type.value
return _get_client_cached(ctx=self, client_type=client_type)
def get_s3_client(self) -> S3Client:
"""
Gets an authenticated S3 client.
Returns:
An authenticated S3 client.
"""
return self.get_client(client_type=ClientType.S3)