[update]add data

chinese_chitchat.py

@@ -10,6 +10,8 @@ import datasets
 
 _URLS = {
     "chatterbot": "data/chatterbot.jsonl",
+    "douban": "data/douban.jsonl",
+
 }
 
 

data/douban.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f483ffe4eb53c49e00d437ce7ca069ff19ade13a5a083f1e63fde64f4e1898b
+size 472520216

examples/process/process_chatterbot.py

@@ -2,11 +2,7 @@
 # -*- coding: utf-8 -*-
 import argparse
 import json
-import os
 from pathlib import Path
-import re
-import tempfile
-from typing import List
 import yaml
 
 from tqdm import tqdm

examples/process/process_douban.py

@@ -0,0 +1,62 @@
+#!/usr/bin/python3
+# -*- coding: utf-8 -*-
+import argparse
+import json
+from pathlib import Path
+
+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/DoubanConversaionCorpus").as_posix(),
+        type=str
+    )
+    parser.add_argument(
+        "--output_file",
+        default=(project_path / "data/douban.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("*.txt")):
+            with open(filename, "r", encoding="utf-8") as fin:
+                for row in fin:
+                    splits = row.split("\t")
+                    label = splits[0]
+                    conversation = splits[1:]
+                    if label != "1":
+                        continue
+
+                    row = {
+                        "conversation": [
+                            {
+                                "role": "human" if i % 2 == 0 else "assistant",
+                                "message": "".join(str(c).strip().split())
+                            }
+                            for i, c in enumerate(conversation)
+                        ],
+                        "category": filename.stem,
+                        "data_source": "chatterbot",
+                    }
+                    row = json.dumps(row, ensure_ascii=False)
+                    fout.write("{}\n".format(row))
+
+    return
+
+
+if __name__ == '__main__':
+    main()