|View source on GitHub|
tfx.types.Channel( type=None, artifacts=None, producer_component_id=None, output_key=None )
Used in the notebooks
|Used in the tutorials|
TFX Channel is an abstract concept that connects data producers and data consumers. It contains restriction of the artifact type that should be fed into or read from it.
type: Subclass of Artifact that represents the type of this Channel.
artifacts: (Optional) A collection of artifacts as the values that can be read from the Channel. This is used to construct a static Channel.
producer_component_id: (Optional) Producer component id of the Channel.
output_key: (Optional) The output key when producer component produces the artifacts in this Channel.
type: The artifact type class that the Channel takes.*
@classmethod from_json_dict( cls, dict_data )
Convert from dictionary data to an object.
Returns all artifacts that can be get from this Channel.
An artifact collection.
Convert from an object to a JSON serializable dictionary.