去小果化:mofin_news只搜不分析,新闻由知微亲自读

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知微
2026-06-21 01:49:33 +08:00
parent cab782bce5
commit 3dc9e5310d
4 changed files with 186 additions and 16 deletions
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#!/usr/bin/env python3
"""mofin_news.py — 新闻采集(no_agent,无需LLM
读未处理的 sector_signals,用 akshare 搜相关新闻,
去重后写入 signal_news 供知微分析。
"""
import json
import os
import re
from pathlib import Path
try:
import akshare as ak
HAS_AKSHARE = True
except ImportError:
HAS_AKSHARE = False
DATA_DIR = Path(__file__).parent / "data"
DB_PATH = DATA_DIR / "mofin.db"
MAX_ARTICLES = 5
def clean_proxy():
for k in ['http_proxy', 'https_proxy', 'HTTP_PROXY', 'HTTPS_PROXY']:
os.environ.pop(k, None)
def get_conn():
import sqlite3
conn = sqlite3.connect(str(DB_PATH))
conn.row_factory = sqlite3.Row
return conn
def search_akshare_news(code, max_results=3):
"""用 akshare 搜个股新闻(含全文)"""
articles = []
if not HAS_AKSHARE:
return articles
try:
clean_proxy()
df = ak.stock_news_em(symbol=code)
for _, r in df.head(max_results).iterrows():
title = r.get('新闻标题', '')
content = r.get('新闻内容', '')
if title and len(title) > 5:
articles.append({
"title": title,
"content": content,
"url": r.get('新闻链接', ''),
})
except:
pass
return articles
def main():
conn = get_conn()
signals = conn.execute(
"SELECT * FROM sector_signals WHERE processed = 0 ORDER BY severity DESC, id ASC LIMIT 1"
).fetchall()
if not signals:
print("无未处理的信号", flush=True)
conn.close()
return
signal = dict(signals[0])
sector = signal["sector"]
related = json.loads(signal["related_stocks"] or "[]")
holdings = json.loads(signal["holdings_in_sector"] or "[]")
watchlist = json.loads(signal["watchlist_in_sector"] or "[]")
print(f"处理信号: [{signal['severity']}] {signal['signal_type']} {sector}", flush=True)
codes = {}
for item in related + holdings + watchlist:
if item.get("code"):
codes[item["code"]] = item.get("name", "")
members = conn.execute(
"SELECT s.code, s.name FROM stocks s JOIN stock_sectors ss ON s.code=ss.code WHERE ss.sector_name=? LIMIT 5",
(sector,)
).fetchall()
for m in members:
if m["code"] not in codes:
codes[m["code"]] = m["name"]
all_articles = []
for code, name in codes.items():
arts = search_akshare_news(code, 3)
for a in arts:
if a["title"] not in [x["title"] for x in all_articles]:
all_articles.append(a)
print(f"{name}({code}): {len(arts)}", flush=True)
if not all_articles:
print(" 未搜到新闻", flush=True)
conn.execute("UPDATE sector_signals SET processed=1 WHERE id=?", (signal["id"],))
conn.commit()
conn.close()
return
# 过滤脏数据,取前5篇
filtered = []
for a in all_articles:
c = a.get('content', '') or ''
if any(kw in c for kw in ['主力资金', '资金净流入', '代码', '简称']):
continue
filtered.append(a)
if len(filtered) >= MAX_ARTICLES:
break
batch = filtered[:MAX_ARTICLES]
print(f"{len(all_articles)}篇,采集{len(batch)}篇,交由知微分析", flush=True)
searched_names = list(set(codes.values()))
conn.execute(
"INSERT INTO signal_news (signal_id, sector, overall_sentiment, summary, key_articles, searched_stocks) VALUES (?, ?, ?, ?, ?, ?)",
(signal["id"], sector, "待知微判断", "", json.dumps(batch, ensure_ascii=False), json.dumps(searched_names, ensure_ascii=False))
)
conn.execute("UPDATE sector_signals SET processed=1 WHERE id=?", (signal["id"],))
conn.commit()
print(f" 完成: {len(batch)} 篇新闻已入库,等知微分析", flush=True)
conn.close()
if __name__ == "__main__":
main()