SIENTIAPDE-1243: Fix: Corrected dataframe inference and mlflow repository tests, and updated activity method calls in format and export prediction tests.
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@@ -194,7 +194,7 @@ def test_get_experiment_success(mlflow, mlflow_repository):
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output = mlflow_repository.get_experiment('test')
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assert output == 0
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assert output == '0'
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@patch('model_manager.utils.repository.model_repository.mlflow')
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@@ -245,7 +245,7 @@ def test_get_experiment_last_run_error(mlflow, mlflow_repository):
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@patch('model_manager.utils.repository.model_repository.mlflow.sklearn')
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@patch('model_manager.utils.repository.model_repository.mlflow.set_experiment')
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def test_create_model_experiment(set_experiment, sklearn, mlflow_repository):
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mlflow_repository.model_serving.get_model_run_id = MagicMock(return_value='0')
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mlflow_repository.model_serving.get_model_info = MagicMock(return_value='0')
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mlflow_repository.model_serving.get_model_uri = MagicMock(return_value='test')
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mlflow_repository.get_experiment_by_run_id = MagicMock()
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@@ -268,9 +268,7 @@ def test_create_model_experiment(set_experiment, sklearn, mlflow_repository):
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output = mlflow_repository.create_model_experiment('test', data)
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mlflow_repository.model_serving.get_model_run_id.assert_called_once_with(
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'test', stage='Production'
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)
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mlflow_repository.model_serving.get_model_info.assert_called_once_with('test')
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mlflow_repository.model_serving.get_model_uri.assert_called_once_with('0', prediction=False)
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sklearn.load_model.assert_has_calls(
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