def METHOD_NAME(self, run_id, metrics):
    """
    Helper method to log metrics into specified run.
    """
    client = MlflowClient()
    timestamp = get_current_time_millis()
    client.log_batch(
        run_id,
        metrics=[
            Metric(key=key, value=value, timestamp=timestamp, step=0)
            for key, value in metrics.items()
        ],
    )