from mlflow.tracking.context.abstract_context import RunContextProvider from mlflow.utils import databricks_utils from mlflow.utils.mlflow_tags import MLFLOW_DATABRICKS_NOTEBOOK_COMMAND_ID class DatabricksCommandRunContext(RunContextProvider): def in_context(self): return databricks_utils.get_job_group_id() is not None def tags(self): job_group_id = databricks_utils.get_job_group_id() tags = {} if job_group_id is not None: tags[MLFLOW_DATABRICKS_NOTEBOOK_COMMAND_ID] = job_group_id return tags