| #!/usr/bin/env python |
| # coding=utf-8 |
| |
| """Predictor engine action. |
| |
| Use this module to add the project main code. |
| """ |
| |
| from .._compatibility import six |
| from .._logging import get_logger |
| |
| from marvin_python_toolbox.engine_base import EngineBasePrediction |
| |
| __all__ = ['Predictor'] |
| |
| |
| logger = get_logger('predictor') |
| |
| |
| class Predictor(EngineBasePrediction): |
| |
| def __init__(self, **kwargs): |
| super(Predictor, self).__init__(**kwargs) |
| |
| def execute(self, input_message, params, **kwargs): |
| final_prediction = { |
| "prediction_rf": self.marvin_model['rf'].predict([input_message])[0], |
| "prediction_svm": self.marvin_model['svm'].predict([input_message])[0] |
| } |
| |
| print(final_prediction) |
| |
| return final_prediction |
