API to log a parameter used for this run. Examples are params and hyperparams used for ML training, or constant dates and values used in an ETL pipeline. A params is a STRING key-value pair. For a run, a single parameter is allowed to be logged only once.
mlflow_client_log_param(client, run_id, key, value)An `mlflow_client` object.
Run ID.
Name of the parameter.
String value of the parameter.
The Tracking Client family of functions require an MLflow client to be specified explicitly. These functions allow for greater control of where the operations take place in terms of services and runs, but are more verbose compared to the Fluent API.
Other Tracking client functions: mlflow_client_create_experiment,
mlflow_client_create_run,
mlflow_client_delete_experiment,
mlflow_client_delete_run,
mlflow_client_download_artifacts,
mlflow_client_get_experiment_by_name,
mlflow_client_get_experiment,
mlflow_client_get_run,
mlflow_client_list_artifacts,
mlflow_client_list_experiments,
mlflow_client_log_artifact,
mlflow_client_log_metric,
mlflow_client_restore_experiment,
mlflow_client_restore_run,
mlflow_client_set_tag,
mlflow_client_set_terminated