tfx.extensions.google_cloud_ai_platform.runner.deploy_model_for_aip_prediction

Deploys a model for serving with AI Platform.

tfx.extensions.google_cloud_ai_platform.runner.deploy_model_for_aip_prediction(
    serving_path: Text,
    model_version: Text,
    ai_platform_serving_args: Dict[Text, Any],
    executor_class_path: Text
)

Args
`serving_path`	The path to the model. Must be a GCS URI.
`model_version`	Version of the model being deployed. Must be different from what is currently being served.
`ai_platform_serving_args`	Dictionary containing arguments for pushing to AI Platform. For the full set of parameters supported, refer to https://cloud.google.com/ml-engine/reference/rest/v1/projects.models.versions#Version
`executor_class_path`	class path for TFX core default trainer.

Raises
`RuntimeError`	if an error is encountered when trying to push.

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Last updated 2020-06-12 UTC.

tfx.extensions.google_cloud_ai_platform.runner.deploy_model_for_aip_prediction

Args

Raises