#!/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