prepare_lexicon.py
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#!/usr/bin/env python3
# Copyright 2018 Ashish Arora
# Chun-Chieh Chang
import argparse
import os
parser = argparse.ArgumentParser(description="""Creates the list of characters and words in lexicon""")
parser.add_argument('dir', type=str, help='output path')
parser.add_argument('--data-dir', type=str, default='data', help='Path to text file')
args = parser.parse_args()
### main ###
lex = {}
text_path = os.path.join(args.data_dir, 'train', 'text')
text_fh = open(text_path, 'r', encoding='utf-8')
# Used specially for Chinese.
# Uses the ChangJie keyboard input method to create subword units for Chinese.
cj5_table = {}
with open('download/cj5-cc.txt', 'r', encoding='utf-8') as f:
for line in f:
line_vect = line.strip().split()
if not line_vect[0].startswith('yyy') and not line_vect[0].startswith('z'):
cj5_table[line_vect[1]] = "cj5_" + " cj5_".join(list(line_vect[0]))
with open(text_path, 'r', encoding='utf-8') as f:
for line in f:
line_vect = line.strip().split()
for i in range(1, len(line_vect)):
characters = list(line_vect[i])
# Put SIL instead of "|". Because every "|" in the beginning of the words is for initial-space of that word
characters = " ".join([ 'SIL' if char == '|' else cj5_table[char] if char in cj5_table else char for char in characters])
characters = characters.replace('#','<HASH>')
lex[line_vect[i]] = characters
with open(os.path.join(args.dir, 'lexicon.txt'), 'w', encoding='utf-8') as fp:
for key in sorted(lex):
fp.write(key + " " + lex[key] + "\n")