en_to_indic_translation / scripts /remove_large_sentences.py
harveen
Adding code
9bbf386
from tqdm import tqdm
import sys
def remove_large_sentences(src_path, tgt_path):
count = 0
new_src_lines = []
new_tgt_lines = []
src_num_lines = sum(1 for line in open(src_path, "r", encoding="utf-8"))
tgt_num_lines = sum(1 for line in open(tgt_path, "r", encoding="utf-8"))
assert src_num_lines == tgt_num_lines
with open(src_path, encoding="utf-8") as f1, open(tgt_path, encoding="utf-8") as f2:
for src_line, tgt_line in tqdm(zip(f1, f2), total=src_num_lines):
src_tokens = src_line.strip().split(" ")
tgt_tokens = tgt_line.strip().split(" ")
if len(src_tokens) > 200 or len(tgt_tokens) > 200:
count += 1
continue
new_src_lines.append(src_line)
new_tgt_lines.append(tgt_line)
return count, new_src_lines, new_tgt_lines
def create_txt(outFile, lines, add_newline=False):
outfile = open("{0}".format(outFile), "w", encoding="utf-8")
for line in lines:
if add_newline:
outfile.write(line + "\n")
else:
outfile.write(line)
outfile.close()
if __name__ == "__main__":
src_path = sys.argv[1]
tgt_path = sys.argv[2]
new_src_path = sys.argv[3]
new_tgt_path = sys.argv[4]
count, new_src_lines, new_tgt_lines = remove_large_sentences(src_path, tgt_path)
print(f'{count} lines removed due to seq_len > 200')
create_txt(new_src_path, new_src_lines)
create_txt(new_tgt_path, new_tgt_lines)