component

superduper.components.component

Source code

ensure_initialized

ensure_initialized(func)

Parameter	Description
func	Decorator function.

Decorator to ensure that the model is initialized before calling the function.

getdeepattr

getdeepattr(obj,
     attr)

Parameter	Description
obj	Object.
attr	Attribute.

Get nested attribute with dot notation.

Component

Component(self,
     identifier: str,
     db: dataclasses.InitVar[typing.Optional[ForwardRef('Datalayer')]] = None,
     uuid: None = <factory>,
     *,
     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) -> None

Parameter	Description
identifier	Identifier of the leaf.
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.

Base class for all components in superduper.io.

Class to represent superduper.io serializable entities that can be saved into a database.