gigl.orchestration.kubeflow.utils.log_metrics#

Functions#

log_metrics_to_ui(task_config_uri, component_name, ...)

Publishes metrics for components to the Vertex AI Pipeline UI.

Module Contents#

gigl.orchestration.kubeflow.utils.log_metrics.log_metrics_to_ui(task_config_uri, component_name, base_image)[source]#

Publishes metrics for components to the Vertex AI Pipeline UI. :param task_config_uri: URI to the task config. :type task_config_uri: str :param component: Name of the component to log metrics for. :type component: str :param base_image: The Docker image to be used as the base image for the component.

Returns:

The component to log metrics.

Return type:

kfp.components.BaseComponent

Parameters:

  • task_config_uri (str)

  • component_name (str)

  • base_image (str)