|
|
|
|
|
import argparse |
|
import json |
|
import os |
|
from pathlib import Path |
|
import sys |
|
|
|
pwd = os.path.abspath(os.path.dirname(__file__)) |
|
sys.path.append(os.path.join(pwd, '../../')) |
|
|
|
from datasets import load_dataset |
|
from lxml import etree |
|
import pandas as pd |
|
from tqdm import tqdm |
|
|
|
from project_settings import project_path |
|
|
|
|
|
def get_args(): |
|
parser = argparse.ArgumentParser() |
|
|
|
parser.add_argument("--data_dir", default="./data/lcqmc", type=str) |
|
parser.add_argument( |
|
"--output_file", |
|
default=(project_path / "data/lcqmc.jsonl"), |
|
type=str |
|
) |
|
|
|
args = parser.parse_args() |
|
return args |
|
|
|
|
|
def main(): |
|
args = get_args() |
|
|
|
data_dir = Path(args.data_dir) |
|
|
|
with open(args.output_file, "w", encoding="utf-8") as fout: |
|
for name in ["train.tsv", "dev.tsv", "test.tsv"]: |
|
filename = data_dir / name |
|
|
|
with open(filename.as_posix(), "r", encoding="utf-8") as fin: |
|
for row in fin: |
|
row = str(row).strip() |
|
splits = row.split("\t") |
|
|
|
if name == "train.tsv": |
|
q1, q2, label = splits |
|
flag = "train" |
|
elif name == "dev.tsv": |
|
q1, q2, label = splits |
|
flag = "validation" |
|
elif name == "test.tsv": |
|
q1, q2 = splits |
|
label = None |
|
flag = "test" |
|
else: |
|
raise AssertionError |
|
|
|
label = str(int(label)) if label is not None else None |
|
|
|
if label not in ("0", "1", None): |
|
raise AssertionError |
|
|
|
row = { |
|
"sentence1": q1, |
|
"sentence2": q2, |
|
"label": label, |
|
"data_source": "lcqmc", |
|
"split": flag |
|
} |
|
|
|
row = json.dumps(row, ensure_ascii=False) |
|
fout.write("{}\n".format(row)) |
|
|
|
return |
|
|
|
|
|
if __name__ == '__main__': |
|
main() |
|
|
