|
|
|
|
|
import argparse |
|
import json |
|
from pathlib import Path |
|
|
|
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=(project_path / "original_data/dgk_lost_conv-master/results").as_posix(), |
|
type=str |
|
) |
|
parser.add_argument( |
|
"--output_file", |
|
default=(project_path / "data/subtitle.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 filename in tqdm(data_dir.glob("*.conv")): |
|
with open(filename, "r", encoding="utf-8") as fin: |
|
conversation = list() |
|
for row in fin: |
|
splits = str(row).strip().split(maxsplit=1) |
|
|
|
if len(splits) == 1: |
|
if len(conversation) == 0: |
|
continue |
|
row_ = { |
|
"conversation": conversation, |
|
"category": filename.stem, |
|
"data_source": "subtitle", |
|
} |
|
row_ = json.dumps(row_, ensure_ascii=False) |
|
fout.write("{}\n".format(row_)) |
|
conversation = list() |
|
else: |
|
message = splits[1] |
|
|
|
conversation.append({ |
|
"role": "unknown", |
|
"message": message, |
|
}) |
|
|
|
return |
|
|
|
|
|
if __name__ == '__main__': |
|
main() |
|
|