feat(aiops): implement ADR-014 Autonomous Code Heal Pipeline
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CD Pipeline / deploy (push) Successful in 1m14s
- Added AiderHealExecutor for SSH remote execution of aider-chat - Added CODE_FIX action_type to AutoHealService - Added code_exception trigger to Elephant Alpha engine (Traceback log scanning) - Added 014 playbook migration script
This commit is contained in:
11
migrations/014_code_fix_playbook.sql
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11
migrations/014_code_fix_playbook.sql
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@@ -0,0 +1,11 @@
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-- ADR-014: Aider Code Fix Playbook
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INSERT INTO aiops_playbook (name, description, trigger_pattern, action_type, action_params, is_active)
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VALUES (
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'Auto-fix Python Runtime exceptions using Aider (ADR-014)',
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'When Elephant Alpha detects python_exception with tracebacks in logs, trigger CODE_FIX',
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'python_exception',
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'CODE_FIX',
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'{"max_diff_lines": 50, "require_health_check": true, "auto_revert_on_fail": true}'::jsonb,
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true
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)
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ON CONFLICT DO NOTHING;
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306
services/aider_heal_executor.py
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306
services/aider_heal_executor.py
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@@ -0,0 +1,306 @@
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"""
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services/aider_heal_executor.py
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ADR-014: Autonomous Code Heal Pipeline
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透過 SSH 在 110 主機執行 Aider,自動修復 momo-pro repo 的程式碼問題,
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修復後直接 git push,觸發 Gitea CD Pipeline 部署。
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安全護欄:
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L1 - 檔案白名單(只改 services/ routes/ database/ 內 .py)
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L2 - diff 限制(>50 行 → 拒絕,不 push)
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L3 - 每小時最多 5 次 CODE_FIX
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L4 - health check 失敗 → 自動 git revert + push
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L5 - Telegram 通知每次修復結果(成功/失敗/回滾)
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"""
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import os
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import re
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import time
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import subprocess
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import threading
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import requests
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from datetime import datetime, timedelta
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from typing import Optional
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from services.logger_manager import SystemLogger
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logger = SystemLogger("AiderHealExecutor").get_logger()
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# ── 設定 ──────────────────────────────────────────────────────────────────────
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HEAL_SSH_HOST = "192.168.0.110"
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HEAL_SSH_USER = "wooo"
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HEAL_SSH_KEY = os.getenv("DEPLOY_SSH_KEY_PATH", "/root/.ssh/id_deploy")
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REPO_PATH_110 = os.getenv("AIDER_REPO_PATH", "/home/wooo/ewoooc")
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GITEA_REMOTE = "origin"
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HEALTH_CHECK_URL = os.getenv("MOMO_BASE_URL", "https://mo.wooo.work") + "/health"
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GEMINI_API_KEY = os.getenv("GEMINI_API_KEY", "")
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AIDER_MODEL = os.getenv("AIDER_MODEL", "gemini/gemini-2.0-flash")
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MAX_DIFF_LINES = int(os.getenv("AIDER_MAX_DIFF_LINES", "50"))
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MAX_HOURLY_FIX = int(os.getenv("AIDER_MAX_HOURLY_FIX", "5"))
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TELEGRAM_BOT_TOKEN = os.getenv("TELEGRAM_BOT_TOKEN", "")
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TELEGRAM_CHAT_ID = os.getenv("TELEGRAM_CHAT_ID", "")
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# 允許 Aider 修改的路徑(正則)
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ALLOWED_FILE_PATTERN = re.compile(
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r'^(services|routes|database)/[a-zA-Z0-9_]+\.py$'
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)
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# ── 速率計數器(執行緒安全) ────────────────────────────────────────────────
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_lock = threading.Lock()
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_fix_history: list[datetime] = []
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def _check_rate_limit() -> bool:
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"""回傳 True 表示尚未超限,可執行修復。"""
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now = datetime.utcnow()
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cutoff = now - timedelta(hours=1)
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with _lock:
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global _fix_history
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_fix_history = [t for t in _fix_history if t > cutoff]
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if len(_fix_history) >= MAX_HOURLY_FIX:
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return False
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_fix_history.append(now)
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return True
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def _notify_telegram(msg: str):
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"""發送 Telegram 通知(非阻塞,忽略失敗)"""
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if not TELEGRAM_BOT_TOKEN or not TELEGRAM_CHAT_ID:
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return
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try:
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requests.post(
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f"https://api.telegram.org/bot{TELEGRAM_BOT_TOKEN}/sendMessage",
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json={"chat_id": TELEGRAM_CHAT_ID, "text": msg, "parse_mode": "HTML"},
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timeout=5
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)
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except Exception:
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pass
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def _ssh_run(cmd: str, timeout: int = 60) -> tuple[int, str, str]:
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"""在 110 主機執行指令,回傳 (returncode, stdout, stderr)"""
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full_cmd = [
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"ssh",
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"-i", HEAL_SSH_KEY,
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"-o", "StrictHostKeyChecking=no",
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"-o", "ConnectTimeout=10",
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f"{HEAL_SSH_USER}@{HEAL_SSH_HOST}",
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cmd
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]
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try:
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result = subprocess.run(
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full_cmd, capture_output=True, text=True, timeout=timeout
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)
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return result.returncode, result.stdout.strip(), result.stderr.strip()
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except subprocess.TimeoutExpired:
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return -1, "", f"SSH timeout after {timeout}s"
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except Exception as e:
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return -1, "", str(e)
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def _health_check(retries: int = 6, interval: int = 10) -> bool:
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"""等待健康檢查通過,最多 retries * interval 秒"""
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for i in range(retries):
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try:
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r = requests.get(HEALTH_CHECK_URL, timeout=10)
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if r.status_code == 200:
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return True
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except Exception:
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pass
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if i < retries - 1:
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time.sleep(interval)
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return False
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def execute_code_fix(
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error_type: str,
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error_message: str,
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target_file: str,
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context: dict | None = None,
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) -> dict:
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"""
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主要入口:針對指定檔案執行 Aider 自動修復並推版。
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Args:
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error_type: 錯誤類型(如 'ImportError', 'RuntimeError')
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error_message: 完整錯誤訊息(來自容器 log)
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target_file: 相對於 repo root 的檔案路徑(如 'services/pchome_crawler.py')
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context: 額外上下文字典(可選)
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Returns:
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{
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'success': bool,
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'action': 'CODE_FIX',
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'message': str,
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'commit_sha': str | None,
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'reverted': bool,
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}
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"""
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ts = datetime.now().strftime("%Y/%m/%d %H:%M:%S")
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ctx = context or {}
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# L1:檔案白名單
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if not ALLOWED_FILE_PATTERN.match(target_file):
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reason = f"[AiderHeal] 檔案不在白名單: {target_file}"
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logger.warning(reason)
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return {"success": False, "action": "CODE_FIX",
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"message": reason, "commit_sha": None, "reverted": False}
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# L3:速率限制
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if not _check_rate_limit():
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reason = f"[AiderHeal] 每小時上限 {MAX_HOURLY_FIX} 次,跳過"
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logger.warning(reason)
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return {"success": False, "action": "CODE_FIX",
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"message": reason, "commit_sha": None, "reverted": False}
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_notify_telegram(
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f"🔧 <b>AiderHeal 啟動</b>\n"
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f"├ 錯誤類型: <code>{error_type}</code>\n"
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f"├ 目標檔案: <code>{target_file}</code>\n"
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f"└ 時間: {ts}"
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)
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logger.info("[AiderHeal] 開始修復: %s → %s", error_type, target_file)
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# ── Step 1:準備 repo(在 110 上)──────────────────────────────────────────
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setup_cmds = (
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f"cd {REPO_PATH_110} && "
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f"git fetch {GITEA_REMOTE} main 2>&1 && "
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f"git reset --hard {GITEA_REMOTE}/main 2>&1 && "
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f"git stash 2>&1 || true"
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)
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rc, out, err = _ssh_run(setup_cmds, timeout=30)
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if rc != 0:
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msg = f"[AiderHeal] git 準備失敗: {err or out}"
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logger.error(msg)
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_notify_telegram(f"❌ AiderHeal 失敗(git 準備)\n<code>{msg}</code>")
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return {"success": False, "action": "CODE_FIX",
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"message": msg, "commit_sha": None, "reverted": False}
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# ── Step 2:組裝 Aider 指令 ────────────────────────────────────────────────
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# 截斷 error_message,避免 shell 注入問題
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safe_error = error_message[:500].replace('"', "'").replace('`', "'").replace('$', '')
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instruction = (
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f"Fix the following {error_type} in this file. "
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f"Only fix what is necessary, do not refactor or add features. "
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f"Error: {safe_error}"
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)
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aider_cmd = (
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f"cd {REPO_PATH_110} && "
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f"GEMINI_API_KEY={GEMINI_API_KEY} "
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f"aider --model {AIDER_MODEL} "
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f"--yes-always --no-git "
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f'--message "{instruction}" '
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f"{target_file} 2>&1"
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)
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logger.info("[AiderHeal] 執行 aider on 110...")
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rc, aider_out, aider_err = _ssh_run(aider_cmd, timeout=180)
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logger.info("[AiderHeal] aider 輸出: %s", (aider_out or aider_err)[:300])
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# ── Step 3:diff 行數檢查(L2 護欄)───────────────────────────────────────
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diff_cmd = f"cd {REPO_PATH_110} && git diff --unified=0 | wc -l"
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rc2, diff_lines_str, _ = _ssh_run(diff_cmd)
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diff_lines = int(diff_lines_str.strip()) if diff_lines_str.strip().isdigit() else 999
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if diff_lines == 0:
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msg = f"[AiderHeal] Aider 未產生任何修改(diff=0行),可能已自動解決或模型失效"
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logger.warning(msg)
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_notify_telegram(f"⚠️ AiderHeal:無修改產生\n<code>{target_file}</code>")
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return {"success": False, "action": "CODE_FIX",
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"message": msg, "commit_sha": None, "reverted": False}
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if diff_lines > MAX_DIFF_LINES:
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# 改動太大,丟棄並升級告警
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_ssh_run(f"cd {REPO_PATH_110} && git checkout -- .", timeout=10)
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msg = (f"[AiderHeal] diff 超出限制 {diff_lines}>{MAX_DIFF_LINES} 行,"
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f"已丟棄,需人工介入")
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logger.warning(msg)
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_notify_telegram(
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f"⚠️ <b>AiderHeal:diff 過大,需人工審核</b>\n"
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f"├ 檔案: <code>{target_file}</code>\n"
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f"├ diff: {diff_lines} 行(上限 {MAX_DIFF_LINES})\n"
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f"└ 錯誤: <code>{error_type}</code>"
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)
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return {"success": False, "action": "CODE_FIX",
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"message": msg, "commit_sha": None, "reverted": False}
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# ── Step 4:git commit + push ──────────────────────────────────────────────
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fix_msg = (
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f"fix(autoheal): [{error_type}] auto-fix {target_file}\n\n"
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f"Triggered by AiderHealExecutor (ADR-014)\n"
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f"Error: {safe_error[:200]}"
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)
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commit_cmd = (
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f"cd {REPO_PATH_110} && "
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f'git add {target_file} && '
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f'git commit -m "{fix_msg}" 2>&1 && '
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f"git push {GITEA_REMOTE} main 2>&1"
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)
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rc3, commit_out, commit_err = _ssh_run(commit_cmd, timeout=30)
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# 取得 commit SHA
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sha_cmd = f"cd {REPO_PATH_110} && git rev-parse --short HEAD"
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_, commit_sha, _ = _ssh_run(sha_cmd)
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commit_sha = commit_sha.strip() or "unknown"
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if rc3 != 0:
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msg = f"[AiderHeal] git push 失敗: {commit_err or commit_out}"
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logger.error(msg)
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_notify_telegram(f"❌ AiderHeal git push 失敗\n<code>{msg}</code>")
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return {"success": False, "action": "CODE_FIX",
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"message": msg, "commit_sha": None, "reverted": False}
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logger.info("[AiderHeal] push 成功,commit=%s,等待健康檢查...", commit_sha)
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_notify_telegram(
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f"🚀 <b>AiderHeal push 完成</b>\n"
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f"├ commit: <code>{commit_sha}</code>\n"
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f"├ 檔案: <code>{target_file}</code>\n"
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f"└ 等待健康檢查..."
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)
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# ── Step 5:健康檢查(L4 護欄)────────────────────────────────────────────
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time.sleep(20) # 等 CD 部署啟動
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healthy = _health_check(retries=6, interval=10)
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if healthy:
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msg = f"[AiderHeal] 修復成功並部署完成: {target_file} ({commit_sha})"
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logger.info(msg)
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_notify_telegram(
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f"✅ <b>AiderHeal 修復完成</b>\n"
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f"├ 錯誤: <code>{error_type}</code>\n"
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f"├ 檔案: <code>{target_file}</code>\n"
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f"├ commit: <code>{commit_sha}</code>\n"
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f"└ diff: {diff_lines} 行"
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)
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return {"success": True, "action": "CODE_FIX",
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"message": msg, "commit_sha": commit_sha, "reverted": False}
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# ── Step 6:健康檢查失敗 → 自動 revert(L4 護欄)─────────────────────────
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logger.error("[AiderHeal] 健康檢查失敗,執行自動 revert...")
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revert_cmd = (
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f"cd {REPO_PATH_110} && "
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f"git revert --no-edit {commit_sha} 2>&1 && "
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f"git push {GITEA_REMOTE} main 2>&1"
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)
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rc4, rev_out, rev_err = _ssh_run(revert_cmd, timeout=30)
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if rc4 == 0:
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_, revert_sha, _ = _ssh_run(sha_cmd)
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revert_sha = revert_sha.strip()
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msg = f"[AiderHeal] 健康檢查失敗,已自動 revert: {commit_sha} → {revert_sha}"
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logger.warning(msg)
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_notify_telegram(
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f"🔄 <b>AiderHeal 自動回滾</b>\n"
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f"├ 原 commit: <code>{commit_sha}</code>\n"
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f"├ 回滾 commit: <code>{revert_sha}</code>\n"
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f"└ 需人工排查: <code>{error_type}</code> in <code>{target_file}</code>"
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)
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else:
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msg = f"[AiderHeal] revert 失敗!需立即人工介入: {rev_err}"
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logger.critical(msg)
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_notify_telegram(f"🚨 <b>AiderHeal revert 失敗!請立即人工介入</b>\n<code>{msg}</code>")
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return {"success": False, "action": "CODE_FIX",
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"message": msg, "commit_sha": commit_sha, "reverted": rc4 == 0}
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@@ -27,6 +27,7 @@ ALLOWED_ACTION_TYPES = frozenset({
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'WAIT_RETRY',
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'ALERT_ONLY',
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'SSH_CMD',
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'CODE_FIX', # ADR-014: Aider 自動修覆
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})
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@@ -385,6 +386,30 @@ class AutoHealService:
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except Exception as e:
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return {"success": False, "action": "SSH_CMD", "message": str(e)}
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if action_type == "CODE_FIX":
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# ADR-014: 透過 Aider 自動修覆程式碼並推版
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target_file = params.get("target_file", "")
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error_type = context.get("error_type", "UnknownError")
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error_message = context.get("error_message", "")
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if not target_file:
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return {
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"success": False,
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"action": "CODE_FIX",
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"message": "Playbook CODE_FIX requires action_params.target_file",
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}
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try:
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from services.aider_heal_executor import execute_code_fix
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return execute_code_fix(
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error_type=error_type,
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error_message=error_message,
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target_file=target_file,
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context=context,
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)
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except Exception as e:
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logger.error("[AutoHeal] CODE_FIX 失敗: %s", e)
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return {"success": False, "action": "CODE_FIX",
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"message": f"CODE_FIX 例外: {e}"}
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return {
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"success": False,
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"action": action_type,
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@@ -57,6 +57,7 @@ _TRIGGER_ZH: Dict[str, str] = {
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"resource_optimization": "資源調配優化",
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"sales_anomaly": "銷售異常偵測",
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"ea_escalation": "EA 升級審核",
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"code_exception": "程式碼異常偵測", # ADR-014
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}
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_AGENT_ZH: Dict[str, str] = {
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@@ -119,10 +120,11 @@ class ElephantAlphaAutonomousEngine:
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# 各 trigger 的 escalation cooldown(分鐘)
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ESCALATION_COOLDOWN: Dict[str, int] = {
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"price_drop_alert": 30, # 同一類型 30 分鐘只發一次
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||||
"price_drop_alert": 30,
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||||
"market_opportunity": 60,
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"threat_escalation": 15,
|
||||
"resource_optimization": 60,
|
||||
"code_exception": 5, # ADR-014: 程式錯誤 5 分鐘再檢查一次
|
||||
}
|
||||
DEFAULT_COOLDOWN_MIN = 30
|
||||
|
||||
@@ -171,7 +173,15 @@ class ElephantAlphaAutonomousEngine:
|
||||
conditions={"system_load": "high", "queue_size": ">10"},
|
||||
threshold=0.6,
|
||||
enabled=True
|
||||
)
|
||||
),
|
||||
AutonomousTrigger(
|
||||
trigger_type="code_exception", # ADR-014
|
||||
conditions={"scan_containers": ["momo-pro-system", "momo-scheduler"],
|
||||
"error_patterns": ["Traceback", "ImportError",
|
||||
"RuntimeError", "ModuleNotFoundError"]},
|
||||
threshold=1.0, # 出現即觸發
|
||||
enabled=True
|
||||
),
|
||||
]
|
||||
|
||||
async def start_autonomous_monitoring(self):
|
||||
@@ -223,6 +233,8 @@ class ElephantAlphaAutonomousEngine:
|
||||
return await self._check_threat_escalation_trigger(trigger)
|
||||
elif trigger.trigger_type == "resource_optimization":
|
||||
return await self._check_resource_optimization_trigger(trigger)
|
||||
elif trigger.trigger_type == "code_exception": # ADR-014
|
||||
return await self._check_code_exception_trigger(trigger)
|
||||
return False
|
||||
|
||||
# ── Trigger checkers ──────────────────────────────────────────────
|
||||
@@ -293,6 +305,58 @@ class ElephantAlphaAutonomousEngine:
|
||||
return (self._get_action_queue_size() > 10
|
||||
or self._get_system_load_percentage() > 80)
|
||||
|
||||
async def _check_code_exception_trigger(self, trigger: AutonomousTrigger) -> bool:
|
||||
"""ADR-014: 掃描容器 log 抓取 Python Traceback"""
|
||||
import subprocess
|
||||
containers = trigger.conditions.get("scan_containers", ["momo-pro-system", "momo-scheduler"])
|
||||
error_ptns = trigger.conditions.get("error_patterns", ["Traceback", "ImportError"])
|
||||
|
||||
has_error = False
|
||||
error_context = []
|
||||
target_file = ""
|
||||
|
||||
for c in containers:
|
||||
try:
|
||||
# 只掃描最近 5 分鐘的 log
|
||||
cmd = ["docker", "logs", "--since", "5m", c]
|
||||
result = subprocess.run(cmd, capture_output=True, text=True, timeout=5)
|
||||
out = result.stdout + "\n" + result.stderr
|
||||
|
||||
# 簡單找 Traceback
|
||||
if "Traceback (most recent call last):" in out:
|
||||
lines = out.splitlines()
|
||||
for i, line in enumerate(lines):
|
||||
if "Traceback" in line:
|
||||
err_block = lines[i:i+15] # 抓後續15行
|
||||
err_str = "\n".join(err_block)
|
||||
|
||||
# 嘗試從 Traceback 中提取本專案的檔案路徑
|
||||
import re
|
||||
# 找 File "/app/services/xxx.py" 或類似
|
||||
m = re.search(r'File "([^"]*/(services|routes|database)/[^"]+\.py)"', err_str)
|
||||
if m:
|
||||
target_file = m.group(1)
|
||||
# 整理成相對路徑
|
||||
if "/app/" in target_file:
|
||||
target_file = target_file.split("/app/")[1]
|
||||
elif "momo-pro-system/" in target_file:
|
||||
target_file = target_file.split("momo-pro-system/")[1]
|
||||
|
||||
error_context.append(f"[{c}] {err_str}")
|
||||
has_error = True
|
||||
break # 只抓第一個錯誤
|
||||
|
||||
except Exception as e:
|
||||
logger.debug(f"Failed to scan log for {c}: {e}")
|
||||
|
||||
if has_error and error_context:
|
||||
# 暫存到 trigger class 中供後續 _handle 使用
|
||||
trigger._temp_error_msg = "\n".join(error_context)
|
||||
trigger._temp_target_file = target_file
|
||||
return True
|
||||
|
||||
return False
|
||||
|
||||
# ── Decision execution ────────────────────────────────────────────
|
||||
|
||||
async def _execute_autonomous_decision(self, trigger: AutonomousTrigger):
|
||||
@@ -317,6 +381,12 @@ class ElephantAlphaAutonomousEngine:
|
||||
trigger.last_triggered = datetime.now()
|
||||
return
|
||||
|
||||
# ADR-014: code_exception → AiderHeal code fix loop
|
||||
if trigger.trigger_type == "code_exception":
|
||||
await self._handle_code_exception_via_aider(trigger)
|
||||
trigger.last_triggered = datetime.now()
|
||||
return
|
||||
|
||||
context = await self._build_trigger_context(trigger)
|
||||
decision = await elephant_orchestrator.analyze_and_coordinate(context)
|
||||
|
||||
@@ -371,6 +441,36 @@ class ElephantAlphaAutonomousEngine:
|
||||
except Exception as e:
|
||||
logger.error(f"[ElephantAlpha] AutoHeal handoff failed: {e}")
|
||||
|
||||
async def _handle_code_exception_via_aider(self, trigger: AutonomousTrigger):
|
||||
"""ADR-014: code_exception → auto_heal_service.handle_exception (CODE_FIX)"""
|
||||
error_msg = getattr(trigger, '_temp_error_msg', 'Unknown Traceback')
|
||||
target_file = getattr(trigger, '_temp_target_file', '')
|
||||
|
||||
# 基本過濾:有 traceback 但找不到目標檔案時不處理
|
||||
if not target_file:
|
||||
logger.warning("[ElephantAlpha] No target file parsed from traceback, skipping CODE_FIX")
|
||||
return
|
||||
|
||||
try:
|
||||
from services.auto_heal_service import AutoHealService
|
||||
heal_service = AutoHealService()
|
||||
|
||||
# 使用 error_type='python_exception',此類型應該在 PlayBook 表中有對應設定
|
||||
await asyncio.get_event_loop().run_in_executor(
|
||||
None,
|
||||
heal_service.handle_exception,
|
||||
"python_exception",
|
||||
{
|
||||
"error_type": "Python Traceback",
|
||||
"error_message": error_msg,
|
||||
"target_file": target_file,
|
||||
"source": "elephant_alpha_code_scan",
|
||||
}
|
||||
)
|
||||
logger.info(f"[ElephantAlpha] Code exception handed off to AutoHealService for {target_file}")
|
||||
except Exception as e:
|
||||
logger.error(f"[ElephantAlpha] AutoHeal (CODE_FIX) handoff failed: {e}")
|
||||
|
||||
async def _build_trigger_context(self, trigger: AutonomousTrigger) -> Dict[str, Any]:
|
||||
context = {
|
||||
"trigger_type": trigger.trigger_type,
|
||||
|
||||
Reference in New Issue
Block a user