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from os.path import join, dirname
from underthesea.file_utils import DATASETS_FOLDER
import random
random.seed(10)
text_file = join(DATASETS_FOLDER, "VNESES", "VNESEScorpus.txt")
with open(text_file) as f:
lines = f.read().splitlines()
NUM_LONG_TOKENS = 50
NUM_SHORT_TOKENS = 20
NUM_MAX_TOKENS = 200
def longline_conditions(line):
if len(line) < NUM_LONG_TOKENS or len(line) > NUM_MAX_TOKENS:
return False
if not (line[0].isupper() and line[-1] == "."):
return False
return True
long_lines = [line for line in lines if longline_conditions(line)]
print("Short lines", len(long_lines))
def shortline_conditions(line):
if len(line) < NUM_SHORT_TOKENS:
return False
if len(line) > NUM_LONG_TOKENS:
return False
if not line[0].isupper():
return False
return True
short_lines = [line for line in lines if shortline_conditions(line)]
print("Short lines", len(short_lines))
print("Long lines", len(long_lines))
print("Short lines", len(short_lines))
pwd = dirname(__file__)
tmp = join(pwd, "data")
corpus_file = join(tmp, "UTS_Text_v1.txt")
with open(corpus_file, "w") as f:
lines = long_lines + short_lines
lines = lines[:1000]
content = "\n".join(lines)
f.write(content)
with open(join(tmp, "large", "train.txt"), "w") as f:
lines = long_lines + short_lines
lines = lines[:100000]
content = "\n".join(lines)
f.write(content)
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