Audit events for Watson Machine Learning

Watson Machine Learning deployments
  • pm-20.deployment.create – Create a Watson Machine Learning deployment.
  • pm-20.deployment.read – Get a Watson Machine Learning deployment.
  • pm-20.deployment.update – Update a Watson Machine Learning deployment.
  • pm-20.deployment.delete – Delete a Watson Machine Learning deployment.
  • pm-20.deployment_job.create – Create a Watson Machine Learning deployment job.
  • pm-20.deployment_job.read – Get a Watson Machine Learning deployment job.
  • pm-20.deployment_job.delete – Delete a Watson Machine Learning deployment job.
Watson Machine Learning training assets
  • pm-20.training.authorize – Authorize user.
  • pm-20.training.list – List all of training.
  • pm-20.training.get – Get one training.
  • pm-20.training.create – Start a training.
  • pm-20.training.delete – Stop a training.
Watson Machine Learning repository assets

The deployment events are tracked for these Watson Machine Learning repository assets:

  • wml_model – Represents a machine learning model asset.
  • wml_model_definition – Represents the code that is used to train one or more models.
  • wml_pipeline – Represents a hybrid-pipeline, a SparkML pipeline or a Scikit-learn pipeline that is represented as a JSON document that is used to train one or more models.
  • wml_experiment – Represents the assets that capture a set of wml_pipeline or wml_model_definition assets that are trained at the same time on the same data set.
  • wml_function – Create a Watson Machine Learning deployment job.
  • wml_training_definition – Represents the training metadata necessary to start a training job.
  • wml_deployment_job_definition – Represents the deployment metadata information to create a batch job in WML. This asset type contains the same metadata that is used by the /ml/v4/deployment_jobs endpoint. When you submit batch deployment jobs, you can either provide the job definition inline or reference a job definition in a query parameter.

These activities are tracked for each asset type:

  • pm-20.<asset_type>.list – List all of the specified asset type.
  • pm-20.<asset_type>.create – Create one of the specified asset types.
  • pm-20.<asset_type>.delete – Delete one of the specified asset types.
  • pm-20.<asset_type>.update – Update all of the specified asset type.
  • pm-20.<asset_type>.read – View one of the specified asset types.
  • pm-20.<asset_type>.add – Add one of the specified asset types.