plugin
superduper.components.plugin
Plugin
​
Plugin(self,
db: dataclasses.InitVar[typing.Optional[ForwardRef('Datalayer')]] = None,
uuid: None = <factory>,
*,
identifier: str = '',
upstream: "t.Optional[t.List['Component']]" = None,
plugins: "t.Optional[t.List['Plugin']]" = None,
artifacts: 'dc.InitVar[t.Optional[t.Dict]]' = None,
cache: 't.Optional[bool]' = True,
status: 't.Optional[Status]' = None,
path: str,
cache_path: str = '~/.superduper/plugins') -> None
Parameter | Description |
---|---|
identifier | Unique identifier for the plugin. |
db | Datalayer instance. |
uuid | UUID of the leaf. |
artifacts | A dictionary of artifacts paths and DataType objects |
upstream | A list of upstream components |
plugins | A list of plugins to be used in the component. |
cache | (Optional) If set true the component will not be cached during primary job of the component i.e on a distributed cluster this component will be reloaded on every component task e.g model prediction. |
status | What part of the lifecycle the component is in. |
path | Path to the plugin package or module. |
cache_path | Path to the cache directory where the plugin will be stored. |
Plugin component allows to install and use external python packages as plugins.