FEA-Bench / testbed /aws-powertools__powertools-lambda-python /aws_lambda_powertools /utilities /parameters /dynamodb.py
| """ | |
| Amazon DynamoDB parameter retrieval and caching utility | |
| """ | |
| from __future__ import annotations | |
| import warnings | |
| from typing import TYPE_CHECKING | |
| import boto3 | |
| from boto3.dynamodb.conditions import Key | |
| from aws_lambda_powertools.utilities.parameters.base import BaseProvider | |
| from aws_lambda_powertools.warnings import PowertoolsDeprecationWarning | |
| if TYPE_CHECKING: | |
| from botocore.config import Config | |
| from mypy_boto3_dynamodb.service_resource import DynamoDBServiceResource | |
| class DynamoDBProvider(BaseProvider): | |
| """ | |
| Amazon DynamoDB Parameter Provider | |
| Parameters | |
| ---------- | |
| table_name: str | |
| Name of the DynamoDB table that stores parameters | |
| key_attr: str, optional | |
| Hash key for the DynamoDB table (default to 'id') | |
| sort_attr: str, optional | |
| Name of the DynamoDB table sort key (defaults to 'sk'), used only for get_multiple | |
| value_attr: str, optional | |
| Attribute that contains the values in the DynamoDB table (defaults to 'value') | |
| endpoint_url: str, optional | |
| Complete url to reference local DynamoDB instance, e.g. http://localhost:8080 | |
| config: botocore.config.Config, optional | |
| Botocore configuration to pass during client initialization | |
| boto3_session : boto3.session.Session, optional | |
| Boto3 session to create a boto3_client from | |
| boto3_client: DynamoDBServiceResource, optional | |
| Boto3 DynamoDB Resource Client to use; boto3_session will be ignored if both are provided | |
| Example | |
| ------- | |
| **Retrieves a parameter value from a DynamoDB table** | |
| In this example, the DynamoDB table uses `id` as hash key and stores the value in the `value` | |
| attribute. The parameter item looks like this: | |
| { "id": "my-parameters", "value": "Parameter value a" } | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider("ParametersTable") | |
| >>> | |
| >>> value = ddb_provider.get("my-parameter") | |
| >>> | |
| >>> print(value) | |
| My parameter value | |
| **Retrieves a parameter value from a DynamoDB table that has custom attribute names** | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider( | |
| ... "ParametersTable", | |
| ... key_attr="my-id", | |
| ... value_attr="my-value" | |
| ... ) | |
| >>> | |
| >>> value = ddb_provider.get("my-parameter") | |
| >>> | |
| >>> print(value) | |
| My parameter value | |
| **Retrieves a parameter value from a DynamoDB table in another AWS region** | |
| >>> from botocore.config import Config | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> | |
| >>> config = Config(region_name="us-west-1") | |
| >>> ddb_provider = DynamoDBProvider("ParametersTable", config=config) | |
| >>> | |
| >>> value = ddb_provider.get("my-parameter") | |
| >>> | |
| >>> print(value) | |
| My parameter value | |
| **Retrieves a parameter value from a DynamoDB table passing options to the SDK call** | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider("ParametersTable") | |
| >>> | |
| >>> value = ddb_provider.get("my-parameter", ConsistentRead=True) | |
| >>> | |
| >>> print(value) | |
| My parameter value | |
| **Retrieves multiple values from a DynamoDB table** | |
| In this case, the provider will use a sort key to retrieve multiple values using a query under | |
| the hood. This expects that the sort key is named `sk`. The DynamoDB table contains three items | |
| looking like this: | |
| { "id": "my-parameters", "sk": "a", "value": "Parameter value a" } | |
| { "id": "my-parameters", "sk": "b", "value": "Parameter value b" } | |
| { "id": "my-parameters", "sk": "c", "value": "Parameter value c" } | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider("ParametersTable") | |
| >>> | |
| >>> values = ddb_provider.get_multiple("my-parameters") | |
| >>> | |
| >>> for key, value in values.items(): | |
| ... print(key, value) | |
| a Parameter value a | |
| b Parameter value b | |
| c Parameter value c | |
| **Retrieves multiple values from a DynamoDB table that has custom attribute names** | |
| In this case, the provider will use a sort key to retrieve multiple values using a query under | |
| the hood. | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider( | |
| ... "ParametersTable", | |
| ... key_attr="my-id", | |
| ... sort_attr="my-sort-key", | |
| ... value_attr="my-value" | |
| ... ) | |
| >>> | |
| >>> values = ddb_provider.get_multiple("my-parameters") | |
| >>> | |
| >>> for key, value in values.items(): | |
| ... print(key, value) | |
| a Parameter value a | |
| b Parameter value b | |
| c Parameter value c | |
| **Retrieves multiple values from a DynamoDB table passing options to the SDK calls** | |
| >>> from aws_lambda_powertools.utilities.parameters import DynamoDBProvider | |
| >>> ddb_provider = DynamoDBProvider("ParametersTable") | |
| >>> | |
| >>> values = ddb_provider.get_multiple("my-parameters", ConsistentRead=True) | |
| >>> | |
| >>> for key, value in values.items(): | |
| ... print(key, value) | |
| a Parameter value a | |
| b Parameter value b | |
| c Parameter value c | |
| """ | |
| def __init__( | |
| self, | |
| table_name: str, | |
| key_attr: str = "id", | |
| sort_attr: str = "sk", | |
| value_attr: str = "value", | |
| endpoint_url: str | None = None, | |
| config: Config | None = None, | |
| boto_config: Config | None = None, | |
| boto3_session: boto3.session.Session | None = None, | |
| boto3_client: DynamoDBServiceResource | None = None, | |
| ): | |
| """ | |
| Initialize the DynamoDB client | |
| """ | |
| if config: | |
| warnings.warn( | |
| message="The 'config' parameter is deprecated in V3 and will be removed in V4. " | |
| "Please use 'boto_config' instead.", | |
| category=PowertoolsDeprecationWarning, | |
| stacklevel=2, | |
| ) | |
| if boto3_client is None: | |
| boto3_session = boto3_session or boto3.session.Session() | |
| boto3_client = boto3_session.resource("dynamodb", config=boto_config or config, endpoint_url=endpoint_url) | |
| self.table = boto3_client.Table(table_name) | |
| self.key_attr = key_attr | |
| self.sort_attr = sort_attr | |
| self.value_attr = value_attr | |
| super().__init__(resource=boto3_client) | |
| def _get(self, name: str, **sdk_options) -> str: | |
| """ | |
| Retrieve a parameter value from Amazon DynamoDB | |
| Parameters | |
| ---------- | |
| name: str | |
| Name of the parameter | |
| sdk_options: dict, optional | |
| Dictionary of options that will be passed to the DynamoDB get_item API call | |
| """ | |
| # Explicit arguments will take precedence over keyword arguments | |
| sdk_options["Key"] = {self.key_attr: name} | |
| # maintenance: look for better ways to correctly type DynamoDB multiple return types | |
| # without a breaking change within ABC return type | |
| return self.table.get_item(**sdk_options)["Item"][self.value_attr] # type: ignore[return-value] | |
| def _get_multiple(self, path: str, **sdk_options) -> dict[str, str]: | |
| """ | |
| Retrieve multiple parameter values from Amazon DynamoDB | |
| Parameters | |
| ---------- | |
| path: str | |
| Path to retrieve the parameters | |
| sdk_options: dict, optional | |
| Dictionary of options that will be passed to the DynamoDB query API call | |
| """ | |
| # Explicit arguments will take precedence over keyword arguments | |
| sdk_options["KeyConditionExpression"] = Key(self.key_attr).eq(path) | |
| response = self.table.query(**sdk_options) | |
| items = response.get("Items", []) | |
| # Keep querying while there are more items matching the partition key | |
| while "LastEvaluatedKey" in response: | |
| sdk_options["ExclusiveStartKey"] = response["LastEvaluatedKey"] | |
| response = self.table.query(**sdk_options) | |
| items.extend(response.get("Items", [])) | |
| # maintenance: look for better ways to correctly type DynamoDB multiple return types | |
| # without a breaking change within ABC return type | |
| return {item[self.sort_attr]: item[self.value_attr] for item in items} # type: ignore[misc] | |