diff --git a/tests/laborious/utils/repository/test_model_repository.py b/tests/laborious/utils/repository/test_model_repository.py index 51a3223..5dab80d 100644 --- a/tests/laborious/utils/repository/test_model_repository.py +++ b/tests/laborious/utils/repository/test_model_repository.py @@ -113,7 +113,7 @@ def test_detect_and_parse_datetime_index_valid_format(mlflow_repository, data, e def test_transform_success(mlflow_repository): - data = 'data' + data = MagicMock() model_name = 'model' mlflow_repository.detect_and_parse_datetime_index = MagicMock() @@ -134,7 +134,7 @@ def test_transform_success(mlflow_repository): def test_transform_error(mlflow_repository): - data = 'data' + data = MagicMock() model_name = 'model' mlflow_repository.model_serving.get_cached_transform.side_effect = Exception( @@ -167,10 +167,11 @@ def test_predict_success(mlflow_repository): [2, 3] ) - output = mlflow_repository.predict(model_name, data, 1) + output = mlflow_repository.predict( + model_name, data, {}, metadata['metadata']) mlflow_repository.model_serving.get_cached_predict.assert_called_once_with( - model_name, data, 1) + model_name, data, 0, 'pyfunc', False, 'model') assert output['success'] is True assert output['content'] == { @@ -185,17 +186,23 @@ def test_predict_success(mlflow_repository): def test_predict_error(mlflow_repository): - data = 'data' + data = DataFrame({ + 'feat_1': { + 'index_1': 2, + 'index_2': 3 + } + }) model_name = 'model' mlflow_repository.model_serving.get_cached_predict = MagicMock( side_effect=Exception('error') ) - output = mlflow_repository.predict(model_name, data, 1) + output = mlflow_repository.predict( + model_name, data, {}, metadata['metadata']) mlflow_repository.model_serving.get_cached_predict.assert_called_once_with( - model_name, data, 1) + model_name, data, 0, 'pyfunc', False, 'model') assert output == { 'success': False, diff --git a/tests/laborious/workflows/subworkflows/test_prediction_process.py b/tests/laborious/workflows/subworkflows/test_prediction_process.py index e76b586..eea8c53 100644 --- a/tests/laborious/workflows/subworkflows/test_prediction_process.py +++ b/tests/laborious/workflows/subworkflows/test_prediction_process.py @@ -37,6 +37,7 @@ async def test_run(workflow_mock, prediction_process): 'model_retention': '30', 'path_priority': ['continue', 'repeat', 'stop'], 'opc_output_config': {'test': 'config'}, + 'prediction_store_policy': 'lts:1' } # Mock the activity responses