新闻智能跟踪系统 v1.0.0: AI资讯自动采集+智能分析+邮件通知+网页管理台
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# -*- coding: utf-8 -*-
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"""
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新闻智能跟踪系统 - 后台调度器
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1. 定时采集(scan_interval_min 分钟一次):拉取 → 入库 → 规则分析 → 后台LLM深度分析 → 实时通知
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2. 每日汇总(默认 10:00):汇总昨天至今重要资讯邮件
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"""
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import threading
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import time
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from datetime import datetime, timedelta
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import config
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import db
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import simulate
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import analysis
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import notifier
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def collect_once():
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"""执行一次采集全流程,返回新增数"""
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if not int(db.get_setting("auto_collect", config.AUTO_DEFAULTS["auto_collect"])):
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return 0
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sources = db.list_sources(only_enabled=True)
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if not sources:
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return 0
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items = simulate.fetch_simulated()
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added = 0
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for it in items:
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if db.article_exists(it["url"]):
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continue
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it["source_id"] = simulate._source_id_for_domain(it["domain"])
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aid = db.add_article(it)
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analysis.analyze_article(aid)
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added += 1
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# 后台 LLM 深度分析
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analysis.run_llm_background()
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if added:
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for s in sources:
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db.update_source_fetch(s["id"], status="ok", count=added)
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# 实时通知
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try:
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send_realtime_if_needed()
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except Exception:
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pass
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return added
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def send_realtime_if_needed():
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"""扫描已分析完成、重要、未通知的资讯,发实时邮件"""
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if not int(db.get_setting("realtime_enabled", config.AUTO_DEFAULTS["realtime_enabled"])):
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return 0
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# LLM 深度分析完成后,重新判定重要度并通知
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arts = db.list_articles(is_important=1, order="a.total_score DESC", limit=20)
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pending = [a for a in arts if not a["notified"] and a["llm_status"] != "pending"]
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if not pending:
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return 0
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# 批量发(控制每封数量)
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batch = pending[:10]
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return notifier.send_realtime(batch)
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def send_daily_summary():
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"""每日汇总:昨天至今的重要/相关资讯"""
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if not int(db.get_setting("summary_enabled", config.AUTO_DEFAULTS["summary_enabled"])):
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return 0
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window = int(db.get_setting("summary_window_hours", config.AUTO_DEFAULTS["summary_window_hours"]))
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articles = db.latest_articles_for_summary(window)
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if not articles:
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return 0
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start = (datetime.now() - timedelta(hours=window)).strftime("%m-%d %H:%M")
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end = datetime.now().strftime("%m-%d %H:%M")
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label = f"{start} ~ {end}"
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return notifier.send_daily_summary(articles, label)
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def _next_summary_run():
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"""计算下一次汇总时间点(默认每天 10:00,可配置)"""
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hm = str(db.get_setting("summary_time", config.AUTO_DEFAULTS["summary_time"]))
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try:
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hh, mm = hm.split(":")
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hh, mm = int(hh), int(mm)
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except Exception:
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hh, mm = 10, 0
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now = datetime.now()
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nxt = now.replace(hour=hh, minute=mm, second=0, microsecond=0)
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if nxt <= now:
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nxt = nxt + timedelta(days=1)
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return nxt
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def scheduler_loop(stop_event):
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last_summary_day = None
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while not stop_event.is_set():
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try:
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# 每日汇总
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now = datetime.now()
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day_key = now.strftime("%Y-%m-%d")
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if last_summary_day != day_key:
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hm = str(db.get_setting("summary_time", config.AUTO_DEFAULTS["summary_time"]))[:5]
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if now.strftime("%H:%M") >= hm and now.hour >= int(hm.split(":")[0]):
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try:
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send_daily_summary()
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last_summary_day = day_key
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except Exception as e:
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db.add_log("summary", "每日汇总异常", 0, [], status="error", detail=str(e))
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except Exception:
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pass
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# 定时采集(以分钟为单位)
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interval = int(db.get_setting("scan_interval_min", config.AUTO_DEFAULTS["scan_interval_min"]))
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next_scan = time.time() + interval * 60
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# 在等待期间兼顾实时通知(LLM 分析完成后推送)
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while time.time() < next_scan and not stop_event.is_set():
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try:
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send_realtime_if_needed()
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except Exception:
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pass
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stop_event.wait(min(30, max(5, interval * 60)))
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if stop_event.is_set():
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break
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try:
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collect_once()
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except Exception as e:
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db.add_log("realtime", "采集异常", 0, [], status="error", detail=str(e))
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return
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def start_scheduler():
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stop_event = threading.Event()
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t = threading.Thread(target=scheduler_loop, args=(stop_event,), daemon=True)
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t.start()
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return stop_event, t
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