tfx.v1.extensions.google_cloud_big_query.Pusher

Cloud Big Query Pusher component.

Inherits From: Pusher, BaseComponent, BaseNode

tfx.v1.extensions.google_cloud_big_query.Pusher(
    model: Optional[tfx.v1.dsl.Channel] = None,
    model_blessing: Optional[tfx.v1.dsl.Channel] = None,
    infra_blessing: Optional[tfx.v1.dsl.Channel] = None,
    custom_config: Optional[Dict[str, Any]] = None
)

Component outputs contains:

• pushed_model: Channel of type standard_artifacts.PushedModel with result of push.

Args
model	An optional Channel of type standard_artifacts.Model, usually produced by a Trainer component.
model_blessing	An optional Channel of type standard_artifacts.ModelBlessing, usually produced from an Evaluator component.
infra_blessing	An optional Channel of type standard_artifacts.InfraBlessing, usually produced from an InfraValidator component.
custom_config	A dict which contains the deployment job parameters to be passed to Cloud platforms.

Attributes
outputs	Component's output channel dict.

Methods

with_node_execution_options

with_node_execution_options(
    node_execution_options: utils.NodeExecutionOptions
) -> typing_extensions.Self

Class Variables
POST_EXECUTABLE_SPEC	None
PRE_EXECUTABLE_SPEC	None