Join the SIG TFX-Addons community and help make TFX even better!

tfx.extensions.google_cloud_ai_platform.pusher.component.Pusher

Component for pushing model to Cloud AI Platform serving.

Inherits From: Pusher, BaseComponent, BaseNode

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

outputs Component's output channel dict.