| #!/usr/bin/env python |
| # coding=utf-8 |
| |
| """AcquisitorAndCleaner engine action. |
| |
| Use this module to add the project main code. |
| """ |
| |
| from .._compatibility import six |
| from .._logging import get_logger |
| from keras.datasets import mnist |
| from marvin_python_toolbox.engine_base import EngineBaseDataHandler |
| |
| __all__ = ['AcquisitorAndCleaner'] |
| |
| |
| logger = get_logger('acquisitor_and_cleaner') |
| |
| |
| class AcquisitorAndCleaner(EngineBaseDataHandler): |
| |
| def __init__(self, **kwargs): |
| super(AcquisitorAndCleaner, self).__init__(**kwargs) |
| |
| def execute(self, params, **kwargs): |
| |
| (X_train, y_train), (X_test, y_test) = mnist.load_data() |
| |
| self.marvin_initial_dataset = { |
| "X_train": X_train, |
| "y_train": y_train, |
| "X_test": X_test, |
| "y_test": y_test |
| } |
| |