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split_data_to_token.py
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split_data_to_token.py
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import os
from nltk.corpus.reader.conll import ConllCorpusReader
from corpus import get_corpus_reader
import utils
current_dir = os.path.dirname(os.path.abspath(__file__))
conllu_dir = os.path.join(current_dir, 'data/split_data')
utils.create_if_dir_not_exists(conllu_dir)
token_dir = os.path.join(current_dir, 'data/split_token')
utils.create_if_dir_not_exists(token_dir)
def main(delimit=" "):
for root, dirs, files in os.walk(conllu_dir):
for file_ in files:
# ignore hidden file
if os.path.basename(file_).startswith('.'):
continue
corpus_reader = get_corpus_reader(
columntypes=(
ConllCorpusReader.IGNORE,
ConllCorpusReader.WORDS,
ConllCorpusReader.POS,
ConllCorpusReader.NE,
ConllCorpusReader.IGNORE
),
root=root,
fileids=[file_]
)
output_file = os.path.splitext(file_)[0] + '.txt'
with open(os.path.join(token_dir, output_file), 'w') as fd:
for sent in corpus_reader.sents():
fd.write(delimit.join(sent) + "\n")
if __name__ == "__main__":
main()