prepare_dataset.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# File : core.classifiers.RCNLPTextClassifier.py
# Description : Echo State Network for text classification.
# Auteur : Nils Schaetti <nils.schaetti@unine.ch>
# Date : 01.02.2017 17:59:05
# Lieu : Nyon, Suisse
#
# This file is part of the Reservoir Computing NLP Project.
# The Reservoir Computing Memory Project is a set of free software:
# you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# Foobar is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
# You should have received a copy of the GNU General Public License
# along with Foobar.  If not, see <http://www.gnu.org/licenses/>.
#

import io
import os
import argparse

####################################################
# Functions
####################################################


def numerate_text_files(directory):
    # For each directories
    for index, author_text in enumerate(os.listdir(directory)):
        os.rename(os.path.join(directory, author_text), os.path.join(directory, str(index) + ".txt"))
    # end for
# end numerate_text_files

####################################################
# Main function
####################################################

if __name__ == "__main__":

    # Argument parser
    parser = argparse.ArgumentParser(description="RCNLP - Authorship attribution with Echo State Network")

    # Argument
    parser.add_argument("--dataset", type=str, help="Dataset's directory.")
    args = parser.parse_args()

    # For each directories
    for author_directory in os.listdir(args.dataset):
        numerate_text_files(os.path.join(args.dataset, author_directory))
    # end for

# end if