Files
wiki/tasks/snowbike-rag/scripts/parse_messages.py
2026-04-12 21:55:33 +03:00

90 lines
3.1 KiB
Python

#!/usr/bin/env python3
"""
Парсинг сырых batch-файлов Telegram в плоский JSONL.
Вход: /data/telegram-collector/raw/1242788123/{topic_id}/batch_*.json
Выход: tasks/snowbike-rag/data/messages.jsonl
"""
import json
import os
import glob
import sys
from pathlib import Path
RAW_BASE = "/home/node/.openclaw/workspace/data/telegram-collector/raw/1242788123"
OUTPUT_DIR = Path(__file__).parent.parent / "data"
OUTPUT_FILE = OUTPUT_DIR / "messages.jsonl"
META_FILE = os.path.join(RAW_BASE, "meta.json")
def load_meta():
with open(META_FILE, "r", encoding="utf-8") as f:
return json.load(f)
def parse_all(output_file=None):
if output_file is None:
output_file = OUTPUT_FILE
meta = load_meta()
topics = meta.get("topics", {})
OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
total = 0
skipped = 0
print(f"Топиков: {len(topics)}")
print(f"Выходной файл: {output_file}")
with open(output_file, "w", encoding="utf-8") as out:
for topic_id, topic_title in topics.items():
topic_dir = os.path.join(RAW_BASE, topic_id)
if not os.path.isdir(topic_dir):
print(f" Пропуск топика {topic_id} ({topic_title}): директория не найдена")
continue
batch_files = sorted(glob.glob(os.path.join(topic_dir, "batch_*.json")))
topic_count = 0
for batch_file in batch_files:
try:
with open(batch_file, "r", encoding="utf-8") as f:
messages = json.load(f)
for msg in messages:
text = msg.get("text", "")
if not text or not text.strip():
skipped += 1
continue
record = {
"id": msg["id"],
"text": text.strip(),
"date": msg.get("date", ""),
"topic_id": int(topic_id),
"topic_title": topic_title,
"from_id": msg.get("from_id"),
"reply_to_msg_id": msg.get("reply_to_msg_id"),
"has_media": bool(msg.get("media")),
}
out.write(json.dumps(record, ensure_ascii=False) + "\n")
topic_count += 1
total += 1
except (json.JSONDecodeError, KeyError) as e:
print(f" ОШИБКА в {batch_file}: {e}")
continue
print(f" Топик {topic_id} ({topic_title}): {topic_count} сообщений")
print(f"\nИтого: {total} сообщений сохранено, {skipped} пропущено (без текста)")
print(f"Файл: {output_file}")
return total
if __name__ == "__main__":
count = parse_all()
sys.exit(0 if count > 0 else 1)