awoooi/apps/api/src/jobs/incident_analysis_sweeper.py

"""
Incident Analysis Sweeper — 自動觸發 INVESTIGATING 事件 AI 分析
================================================================
問題背景:
  Signal Worker 創建 Incident 後，AI 分析 (decision_manager) 原本只在
  GET /api/v1/incidents 被呼叫時才觸發 (背景 fire-and-forget)。
  若前端沒人看或 Telegram Bot 未呼叫該端點，新 Incident 永遠沒有 AI 分析。

解法:
  每 90 秒掃描 INVESTIGATING 狀態且無 decision token 的 Incident，
  自動在背景觸發 get_or_create_decision()。

限流:
  Semaphore(3) — 避免並發壓垮 OPENCLAW_NEMO/Ollama
  每批最多 5 個 incident，避免啟動雪崩

Key 格式說明:
  decision token 儲存為 decision:DEC-{HEX}，內部 incident_id 欄位對應 INC-*。
  使用 sweeper_done:{incident_id} 輕量標記避免重複掃描。
  get_or_create_decision() 本身已有 COMPLETED/READY 去重，雙重保護。

2026-04-16 Claude Sonnet 4.6 Asia/Taipei — 修正 key 格式 BUG
"""
from __future__ import annotations

import asyncio

import structlog

from src.models.incident import Incident, IncidentStatus, Severity

logger = structlog.get_logger(__name__)

_SWEEP_INTERVAL_SEC = 90      # 每 90 秒掃一次
_MAX_BATCH = 5                # 每批最多 5 個
_SEMAPHORE_LIMIT = 3          # 最多 3 個並發 AI 分析
_DONE_MARKER_PREFIX = "sweeper_done:"   # 輕量標記：已觸發過分析
_DONE_MARKER_TTL = 3600                 # 1 小時 TTL，後續由 get_or_create 去重
# 2026-04-16 ogt: 只處理 48h 內的 incident，避免首次啟動把所有歷史舊案洗版到 Telegram
_MAX_INCIDENT_AGE_HOURS = 48


async def run_incident_analysis_sweeper() -> None:
    """
    永久迴圈：每 90 秒自動為未分析的 INVESTIGATING Incident 觸發 AI 分析。
    由 main.py lifespan 透過 asyncio.create_task() 啟動。
    """
    logger.info("incident_analysis_sweeper_started", interval_sec=_SWEEP_INTERVAL_SEC)
    sem = asyncio.Semaphore(_SEMAPHORE_LIMIT)

    while True:
        try:
            await _sweep_once(sem)
        except Exception as e:
            logger.warning("incident_analysis_sweeper_error", error=str(e))

        await asyncio.sleep(_SWEEP_INTERVAL_SEC)


async def _sweep_once(sem: asyncio.Semaphore) -> None:
    """
    執行一次掃描：找出沒有 decision token 的 INVESTIGATING incidents，
    在背景觸發 AI 分析。

    Decision token key 格式: decision:DEC-{HEX12} (非 decision:INC-*)
    使用 sweeper_done:{incident_id} 輕量標記避免重複觸發。
    """
    from src.services.decision_manager import get_decision_manager
    from src.services.incident_service import get_incident_service
    from src.core.redis_client import get_redis

    redis = get_redis()
    incident_service = get_incident_service()
    dm = get_decision_manager()

    # 取得所有 INVESTIGATING incidents
    try:
        incidents: list[Incident] = await incident_service.get_active_incidents()
    except Exception as e:
        logger.warning("sweeper_get_incidents_failed", error=str(e))
        return

    if not incidents:
        return

    # 過濾：只處理 48h 內的 incident（避免首次啟動把全部歷史舊案洗版 Telegram）
    from datetime import datetime, timezone, timedelta
    now_utc = datetime.now(timezone.utc)
    cutoff = now_utc - timedelta(hours=_MAX_INCIDENT_AGE_HOURS)

    recent_incidents = []
    for incident in incidents:
        created = getattr(incident, "created_at", None)
        if created:
            # 確保 created_at 有時區資訊
            if created.tzinfo is None:
                created = created.replace(tzinfo=timezone.utc)
            if created >= cutoff:
                recent_incidents.append(incident)
        else:
            # 沒有 created_at 的舊資料：跳過
            pass

    if not recent_incidents:
        return

    # 找出尚未觸發過分析的 (用輕量標記，不掃描 decision:DEC-* 全集)
    unanalyzed = []
    for incident in recent_incidents:
        done_key = f"{_DONE_MARKER_PREFIX}{incident.incident_id}"
        if not await redis.exists(done_key):
            unanalyzed.append(incident)

    if not unanalyzed:
        return

    # 限制每批
    batch = unanalyzed[:_MAX_BATCH]
    logger.info(
        "sweeper_triggering_analysis",
        total_unanalyzed=len(unanalyzed),
        batch_size=len(batch),
    )

    async def _analyze(incident: Incident) -> None:
        async with sem:
            try:
                timeout = 120.0 if incident.severity in (Severity.P0, Severity.P1) else 180.0
                # 2026-04-26 P2.4 by Claude — 12-Agent Consensus 整合
                # ENABLE_12AGENT_CONSENSUS=True + P0/P1 → 走 consensus 路徑（由 dm 內部 flag 守門）
                from src.core.config import settings as _settings
                if (
                    _settings.ENABLE_12AGENT_CONSENSUS
                    and incident.severity in (Severity.P0, Severity.P1)
                ):
                    await dm.get_or_create_decision_with_consensus(
                        incident=incident, timeout_sec=timeout
                    )
                else:
                    await dm.get_or_create_decision(incident=incident, timeout_sec=timeout)
                # 設 done 標記，避免下次掃描重複觸發
                done_key = f"{_DONE_MARKER_PREFIX}{incident.incident_id}"
                await redis.set(done_key, "1", ex=_DONE_MARKER_TTL)
                logger.info("sweeper_analysis_done", incident_id=incident.incident_id)
            except Exception as e:
                logger.warning(
                    "sweeper_analysis_failed",
                    incident_id=incident.incident_id,
                    error=str(e),
                )

    tasks = [asyncio.create_task(_analyze(inc)) for inc in batch]
    await asyncio.gather(*tasks, return_exceptions=True)