SIENTIAPDE-1182
Implement prediction store policy handling in Gates activity - Added a new method `get_prediction_store_policy` to validate and parse the prediction store policy. - Updated `format_prediction` method to utilize the new policy handling, allowing for sorting of predictions based on the specified policy. - Enhanced test coverage for the new policy handling, including various scenarios for valid and invalid policies. - Removed the obsolete `coverage.sh` script.
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@@ -82,7 +82,8 @@ async def test_request_transform(mock_max, mock_dataframe, mlflow):
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}
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# Mock the transform response
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expected_response = {'prediction': [0.5, 0.6]}
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expected_response = {'prediction': [0.5, 0.6], 'timestamp': [
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'2024-01-01', '2024-01-02']}
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mlflow.model_monitoring_repository.transform.return_value = expected_response
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mock_dataframe.return_value.sort_values.return_value = mock_dataframe.return_value
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@@ -98,7 +99,7 @@ async def test_request_transform(mock_max, mock_dataframe, mlflow):
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)
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mock_dataframe = mock_dataframe.return_value.pivot.return_value
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mock_dataframe.fillna.assert_called_once_with(np.nan, inplace=True)
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mock_dataframe.reset_index.assert_called_once()
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# mock_dataframe.reset_index.assert_called_once()
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mock_dataframe.columns.name = None
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# Verify the response
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