from tfrecords_handler.moving_window.tfrecord_writer import TFRecordWriter
import os

output_path = "../../../datasets/binary_data/NN5/moving_window/"
if not os.path.exists(output_path):
    os.makedirs(output_path)

if __name__ == '__main__':
    tfrecord_writer = TFRecordWriter(
        input_size = 9,
        output_size = 56,
        train_file_path = '../../../datasets/text_data/NN5/moving_window/nn5_stl_56i9.txt',
        validate_file_path = '../../../datasets/text_data/NN5/moving_window/nn5_stl_56i9v.txt',
        test_file_path = '../../../datasets/text_data/NN5/moving_window/nn5_test_56i9.txt',
        binary_train_file_path = output_path + 'nn5_stl_56i9.tfrecords',
        binary_validation_file_path = output_path + 'nn5_stl_56i9v.tfrecords',
        binary_test_file_path = output_path + 'nn5_test_56i9.tfrecords'
    )

    tfrecord_writer.read_text_data()
    tfrecord_writer.write_train_data_to_tfrecord_file()
    tfrecord_writer.write_validation_data_to_tfrecord_file()
    tfrecord_writer.write_test_data_to_tfrecord_file()