autogen.Cache

Cache

Cache(config: dict[str, Any])

A wrapper class for managing cache configuration and instances.
This class provides a unified interface for creating and interacting with different types of cache (e.g., Redis, Disk). It abstracts the underlying cache implementation details, providing methods for cache operations.
Attributes:
config (Dict[str, Any]): A dictionary containing cache configuration.
cache: The cache instance created based on the provided configuration.
Initialize the Cache with the given configuration.
Validates the configuration keys and creates the cache instance.

Parameters:

Name	Description
config	Type: dict[str, Any]

Class Attributes

ALLOWED_CONFIG_KEYS

Static Methods

cosmos_db

cosmos_db(
    connection_string: Optional[str] = None,
    container_id: Optional[str] = None,
    cache_seed: Union[str, int] = 42,
    client: Optional[Any] = None
) -> Cache

Create a Cosmos DB cache instance with ‘autogen_cache’ as database ID.

Parameters:

Name	Description
connection_string	Connection string to the Cosmos DB account. Type: Optional[str] Default: None
container_id	The container ID for the Cosmos DB account. Type: Optional[str] Default: None
cache_seed	A seed for the cache. Type: Union[str, int] Default: 42
client	Optional[CosmosClient]: Pass an existing Cosmos DB client. Type: Optional[Any] Default: None

Returns:

Type	Description
Cache	Cache: A Cache instance configured for Cosmos DB.

disk

disk(cache_seed: Union[str, int] = 42, cache_path_root: str = '.cache') -> Cache

Create a Disk cache instance.

Parameters:

Name	Description
cache_seed	A seed for the cache. Defaults to 42. Type: Union[str, int] Default: 42
cache_path_root	The root path for the disk cache. Defaults to “.cache”. Type: str Default: ‘.cache’

Returns:

Type	Description
Cache	Cache: A Cache instance configured for Disk caching.

redis

redis(cache_seed: Union[str, int] = 42, redis_url: str = 'redis://localhost:6379/0') -> Cache

Create a Redis cache instance.

Parameters:

Name	Description
cache_seed	A seed for the cache. Defaults to 42. Type: Union[str, int] Default: 42
redis_url	The URL for the Redis server. Defaults to “redis://localhost:6379/0”. Type: str Default: ‘redis

Returns:

Type	Description
Cache	Cache: A Cache instance configured for Redis.

Instance Methods

close

close(self) -> None

Close the cache.
Perform any necessary cleanup, such as closing connections or releasing resources.

get

get(
    self,
    key: str,
    default: Optional[Any] = None
) -> Any | None

Retrieve an item from the cache.

Parameters:

Name	Description
key	The key identifying the item in the cache. Type: str
default	The default value to return if the key is not found. Defaults to None. Type: Optional[Any] Default: None

Returns:

Type	Description
Any | None	The value associated with the key if found, else the default value.

set

set(
    self,
    key: str,
    value: Any
) -> None

Set an item in the cache.

Parameters:

Name	Description
key	The key under which the item is to be stored. Type: str
value	The value to be stored in the cache. Type: Any