from unittest import mock from mlflow.tracking.context.databricks_cluster_context import DatabricksClusterRunContext from mlflow.utils.mlflow_tags import MLFLOW_DATABRICKS_CLUSTER_ID def test_databricks_cluster_run_context_in_context(): with mock.patch("mlflow.utils.databricks_utils.is_in_cluster") as in_cluster_mock: assert DatabricksClusterRunContext().in_context() == in_cluster_mock.return_value def test_databricks_cluster_run_context_tags(): patch_cluster_id = mock.patch("mlflow.utils.databricks_utils.get_cluster_id") with patch_cluster_id as cluster_id_mock: assert DatabricksClusterRunContext().tags() == { MLFLOW_DATABRICKS_CLUSTER_ID: cluster_id_mock.return_value } def test_databricks_notebook_run_context_tags_nones(): assert DatabricksClusterRunContext().tags() == {}