From 165c75c2fcf126ca9f7fd760f775175aa6559454 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=B0=8F=E5=94=AF=20A06?= Date: Wed, 2 Sep 2026 03:00:29 +0800 Subject: [PATCH] auto-snapshot 2026-09-02 03:00:29 --- scripts/dual-backup.sh | 2 +- scripts/newapi-observe.py | 129 +++++++++++++++++++++++++ scripts/newapi-weekly-report.py | 92 ++++++++++++++++++ skills/.curator_ledger.jsonl | 5 + skills/.usage.json | 63 +++++++----- skills/devops/llm-gateway-ops/SKILL.md | 10 +- 6 files changed, 275 insertions(+), 26 deletions(-) create mode 100755 scripts/newapi-observe.py create mode 100755 scripts/newapi-weekly-report.py diff --git a/scripts/dual-backup.sh b/scripts/dual-backup.sh index 5a4b73e9..5fba47fc 100755 --- a/scripts/dual-backup.sh +++ b/scripts/dual-backup.sh @@ -38,7 +38,7 @@ check_mount() { log "⚠️ 服务器未挂载，尝试连接..." # -n: non-interactive，cron 环境无密码输入机会，立即失败不卡住 # || true: 失败是预期路径（服务器不在线），由下方 mountpoint 判断处理，避免 set -e 提前退出 - sudo -n mount -t cifs //192.168.123.11/beifen /mnt/server-backup \ + sudo -n mount -t cifs //192.168.188.11/beifen /mnt/server-backup \ -o username=administrator,password=xue.2538,uid=1000,gid=1000,iocharset=utf8,file_mode=0755,dir_mode=0755 2>/dev/null || true sleep 2 if ! mountpoint -q /mnt/server-backup; then diff --git a/scripts/newapi-observe.py b/scripts/newapi-observe.py new file mode 100755 index 00000000..ab460021 --- /dev/null +++ b/scripts/newapi-observe.py @@ -0,0 +1,129 @@ +#!/usr/bin/env python3 +""" +NewAPI 观测脚本 — 持续采集主网关健康/延迟/路由数据 +每 6h 由 cron 触发（no_agent 模式）： + - 正常时静默（数据追加到 JSONL 观测日志） + - 异常时输出报警（cron 会自动推送） +数据用途：监测 NewAPI + 9 个 NIM key 池健康度 +替代 omniroute-observe.py（OmniRoute 已于 2026-09-02 关停） +""" +import json +import os +import time +import requests +from datetime import datetime, timezone + +API = "http://127.0.0.1:3000/v1" +# api-test-token 是 NewAPI 唯一启用 token (user_id=1) +KEY = "0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP" +STATE_DIR = os.path.expanduser("~/.hermes/newapi-observe") +LOG = os.path.join(STATE_DIR, "observations.jsonl") +STATE_FILE = os.path.join(STATE_DIR, "state.json") + +# 测试用的模型组合 — 覆盖 NewAPI 真实 channel +# - sensenova-free: 主 channel (sensenova deepseek-v4-flash) +# - minimaxai/minimax-m3: NIM-k1 (NVIDIA 集成, 9 个 key 池) +# - google/gemma-4-31b-it: NIM 池可用模型 +TEST_MODELS = [ + "deepseek-v4-flash", # sensenova 通道 + "minimaxai/minimax-m3", # NIM-k1 (已知可用) + "google/gemma-4-31b-it", # NIM 池备选 +] + + +def api_call(model, max_tokens=20): + """发一次真实请求，返回 (ok, latency_ms, model, content_len)""" + t0 = time.time() + try: + r = requests.post(f"{API}/chat/completions", + json={"model": model, + "messages": [{"role": "user", "content": "ping"}], + "max_tokens": max_tokens}, + headers={"Authorization": f"Bearer {KEY}"}, + timeout=30, stream=False) + elapsed = round((time.time() - t0) * 1000) + if r.status_code == 200: + try: + data = r.json() + m = data.get("model", model) + choices = data.get("choices", []) + content_len = len(choices[0].get("message", {}).get("content", "")) if choices else 0 + return True, elapsed, m, content_len + except Exception: + return True, elapsed, model, 0 + else: + return False, elapsed, f"HTTP {r.status_code}", 0 + except Exception as e: + return False, round((time.time() - t0) * 1000), f"EXC: {str(e)[:50]}", 0 + + +def check_service(): + """检查 NewAPI 服务 + models API 是否健康""" + try: + r = requests.get(f"{API}/models", + headers={"Authorization": f"Bearer {KEY}"}, + timeout=10) + if r.status_code == 200: + models = r.json().get("data", []) + return True, len(models) + return False, 0 + except Exception: + return False, 0 + + +def main(): + # 确保 state 目录存在 + os.makedirs(STATE_DIR, exist_ok=True) + + # 1. 服务健康 + svc_ok, model_count = check_service() + if not svc_ok: + print(f"🚨 NewAPI 服务不可达或 models API 失败") + return + + # 2. 测试每个模型 + results = [] + for m in TEST_MODELS: + ok, lat, routed, content_len = api_call(m) + results.append({ + "model": m, + "ok": ok, + "latency_ms": lat, + "routed_to": routed, + "content_len": content_len + }) + + # 3. 判断是否有异常 + fails = [r for r in results if not r["ok"]] + slow = [r for r in results if r["ok"] and r["latency_ms"] > 8000] + + # 4. 追加 JSONL 观测记录 + obs = { + "ts": datetime.now(timezone.utc).isoformat(), + "service": "ok" if svc_ok else "fail", + "model_count": model_count, + "tests": results + } + with open(LOG, "a") as f: + f.write(json.dumps(obs) + "\n") + + # 5. 写 state.json（供其他脚本查询） + with open(STATE_FILE, "w") as f: + json.dump(obs, f, indent=2) + + # 6. 报警逻辑 + if fails: + msgs = [f"❌ {r['model']}: {r['routed_to']} ({r['latency_ms']}ms)" for r in fails] + print(f"🚨 NewAPI 异常 ({len(fails)}/{len(results)} 失败):") + for m in msgs: + print(m) + elif slow: + msgs = [f"⚠️ {r['model']}: {r['latency_ms']}ms" for r in slow] + print(f"⚠️ NewAPI 慢响应 ({len(slow)}/{len(results)} > 8s):") + for m in msgs: + print(m) + # else: 静默（健康） + + +if __name__ == "__main__": + main() diff --git a/scripts/newapi-weekly-report.py b/scripts/newapi-weekly-report.py new file mode 100755 index 00000000..506076ea --- /dev/null +++ b/scripts/newapi-weekly-report.py @@ -0,0 +1,92 @@ +#!/usr/bin/env python3 +""" +NewAPI 周度评估报告 — 汇总观测数据，输出评估结论 +每周日 18:00 由 cron 触发，输出可读报告（非静默，始终输出） +评估维度：可用性 / 延迟 / 路由一致性 +替代 omniroute-weekly-report.py（OmniRoute 已于 2026-09-02 关停） +""" +import json +import os +import statistics +from datetime import datetime, timezone, timedelta + +STATE_DIR = os.path.expanduser("~/.hermes/newapi-observe") +LOG = os.path.join(STATE_DIR, "observations.jsonl") + +# 评估阈值 +LATENCY_WARN_MS = 8000 # 平均延迟超 8s 警告 +SUCCESS_RATE_MIN = 0.90 # 成功率低于 90% 警告 + + +def load_observations(days=7): + if not os.path.exists(LOG): + return [] + cutoff = datetime.now(timezone.utc) - timedelta(days=days) + obs = [] + with open(LOG) as f: + for line in f: + try: + d = json.loads(line) + ts = datetime.fromisoformat(d["ts"]) + if ts >= cutoff: + obs.append(d) + except Exception: + continue + return obs + + +def main(): + obs = load_observations(7) + n = len(obs) + + print(f"=== NewAPI 周度评估（最近 7 天）===") + print(f"观测次数: {n}") + print(f"生成时间: {datetime.now(timezone.utc).isoformat()}") + print() + + if n == 0: + print("⚠️ 无观测数据（cron 可能在观测脚本切换期间未运行）") + return + + # 1. 服务可用性 + svc_ok = sum(1 for o in obs if o.get("service") == "ok") + svc_rate = svc_ok / n + print(f"【服务可用性】 {svc_ok}/{n} = {svc_rate*100:.1f}%") + + # 2. 按模型统计 + by_model = {} + for o in obs: + for t in o.get("tests", []): + m = t["model"] + if m not in by_model: + by_model[m] = {"ok": 0, "total": 0, "latencies": []} + by_model[m]["total"] += 1 + if t["ok"]: + by_model[m]["ok"] += 1 + by_model[m]["latencies"].append(t["latency_ms"]) + + print(f"\n【按模型表现】") + for m, d in sorted(by_model.items()): + rate = d["ok"] / d["total"] * 100 if d["total"] else 0 + if d["latencies"]: + avg = statistics.mean(d["latencies"]) + p95 = sorted(d["latencies"])[int(len(d["latencies"])*0.95)] if len(d["latencies"]) > 1 else d["latencies"][0] + else: + avg = p95 = 0 + status = "✅" if rate >= SUCCESS_RATE_MIN*100 and avg < LATENCY_WARN_MS else "⚠️" + print(f" {status} {m}: {d['ok']}/{d['total']} = {rate:.0f}%, 平均 {avg:.0f}ms, P95 {p95:.0f}ms") + + # 3. 总体评估 + total_tests = sum(d["total"] for d in by_model.values()) + total_ok = sum(d["ok"] for d in by_model.values()) + overall_rate = total_ok / total_tests * 100 if total_tests else 0 + print(f"\n【总体】 {total_ok}/{total_tests} = {overall_rate:.1f}%") + + if overall_rate < SUCCESS_RATE_MIN*100: + print("⚠️ 建议: 检查 NewAPI 上游 channel 健康度") + else: + print("✅ 评估: NewAPI 表现健康，可作为本地主网关") + + +if __name__ == "__main__": + main() diff --git a/skills/.curator_ledger.jsonl b/skills/.curator_ledger.jsonl index c8b92836..a41dd578 100644 --- a/skills/.curator_ledger.jsonl +++ b/skills/.curator_ledger.jsonl @@ -62,3 +62,8 @@ {"id": "8417fbab66a9", "ts": "2026-09-01T13:34:25.138749+00:00", "actor": "curator", "action": "patch", "skill": "cnb-codebuddy-npc", "evidence": {"session_id": "20260901_195913_8e50d1fb"}, "before": [{"path": 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{"path": "/home/muc/.hermes/skills/devops/llm-gateway-ops/scripts/verify_mcp_stdio.py", "sha256": "017643eec0678b8e7b2d63266642d138a390a3a8ce1aed8c38e9028a9a24c9cf"}]} diff --git a/skills/.usage.json b/skills/.usage.json index 27edbf4a..33f30af1 100644 --- a/skills/.usage.json +++ b/skills/.usage.json @@ -346,14 +346,14 @@ "created_by": "agent", "last_patched_at": "2026-09-01T13:24:30.353399+00:00", "last_reused_patch_generation": 2, - "last_used_at": "2026-09-01T14:46:17.329481+00:00", - "last_viewed_at": "2026-09-01T14:46:17.312828+00:00", + "last_used_at": "2026-09-01T17:40:43.660373+00:00", + "last_viewed_at": "2026-09-01T17:40:43.644850+00:00", "patch_count": 4, "patch_generation": 2, "pinned": false, "state": "active", - "use_count": 16, - "view_count": 16 + "use_count": 17, + "view_count": 17 }, "blocked-page-recovery": { "archived_at": null, @@ -839,14 +839,14 @@ "created_by": "agent", "last_patched_at": "2026-08-26T05:42:43.675272+00:00", "last_reused_patch_generation": 2, - "last_used_at": "2026-09-01T12:49:40.492187+00:00", - "last_viewed_at": "2026-09-01T12:49:40.486311+00:00", + "last_used_at": "2026-09-01T15:52:18.292077+00:00", + "last_viewed_at": "2026-09-01T15:52:18.282846+00:00", "patch_count": 98, "patch_generation": 2, "pinned": false, "state": "active", - "use_count": 88, - "view_count": 88 + "use_count": 89, + "view_count": 89 }, "devops/bge-embed-crash-loop-fix": { "archived_at": null, @@ -1655,14 +1655,14 @@ "created_by": null, "last_patched_at": "2026-08-12T05:13:32.138839+00:00", "last_reused_patch_generation": 1, - "last_used_at": "2026-09-01T13:17:29.163415+00:00", - "last_viewed_at": "2026-09-01T13:17:29.139591+00:00", + "last_used_at": "2026-09-01T17:41:09.065587+00:00", + "last_viewed_at": "2026-09-01T17:41:09.051579+00:00", "patch_count": 81, "patch_generation": 1, "pinned": false, "state": "active", - "use_count": 139, - "view_count": 128 + "use_count": 140, + "view_count": 129 }, "hermes-venv-dependency-safety": { "archived_at": null, @@ -1813,6 +1813,21 @@ "use_count": 5, "view_count": 5 }, + "kanban-router": { + "archived_at": null, + "created_at": "2026-09-01T15:56:37.956717+00:00", + "created_by": null, + "last_patched_at": null, + "last_reused_patch_generation": 0, + "last_used_at": "2026-09-01T15:56:37.961319+00:00", + "last_viewed_at": "2026-09-01T15:56:37.956727+00:00", + "patch_count": 0, + "patch_generation": 0, + "pinned": false, + "state": "active", + "use_count": 1, + "view_count": 1 + }, "kanban-routing": { "archived_at": null, "created_at": "2026-09-01T13:21:22.328206+00:00", @@ -1948,16 +1963,16 @@ "archived_at": null, "created_at": "2026-08-01T13:47:26.532313+00:00", "created_by": "agent", - "last_patched_at": "2026-08-20T18:26:57.337252+00:00", - "last_reused_patch_generation": 29, - "last_used_at": "2026-08-29T10:58:53.508614+00:00", - "last_viewed_at": "2026-08-29T10:58:53.501617+00:00", - "patch_count": 35, - "patch_generation": 29, + "last_patched_at": "2026-09-01T18:34:24.564573+00:00", + "last_reused_patch_generation": 30, + "last_used_at": "2026-09-01T18:33:03.244527+00:00", + "last_viewed_at": "2026-09-01T18:33:03.239992+00:00", + "patch_count": 40, + "patch_generation": 34, "pinned": false, "state": "active", - "use_count": 39, - "view_count": 39 + "use_count": 45, + "view_count": 45 }, "llm-wiki": { "archived_at": null, @@ -2861,14 +2876,14 @@ "created_by": "agent", "last_patched_at": "2026-09-01T13:48:27.218650+00:00", "last_reused_patch_generation": 27, - "last_used_at": "2026-09-01T14:46:17.334034+00:00", - "last_viewed_at": "2026-09-01T14:46:17.325238+00:00", + "last_used_at": "2026-09-01T18:32:51.753345+00:00", + "last_viewed_at": "2026-09-01T18:32:51.742812+00:00", "patch_count": 230, "patch_generation": 27, "pinned": false, "state": "active", - "use_count": 191, - "view_count": 191 + "use_count": 200, + "view_count": 200 }, "self-hosted-tunneling": { "archived_at": null, diff --git a/skills/devops/llm-gateway-ops/SKILL.md b/skills/devops/llm-gateway-ops/SKILL.md index 70123673..2cecd9b0 100644 --- a/skills/devops/llm-gateway-ops/SKILL.md +++ b/skills/devops/llm-gateway-ops/SKILL.md @@ -7,10 +7,12 @@ description: LLM 网关运维 — OmniRoute/NewAPI 类 AI 网关的评估、部 ## 触发场景 - 用户分享新 AI 网关/路由项目（如 OmniRoute、OneAPI 类）→ 评估是否替代现有 NewAPI +- **用户问"X 网关是否有必要保留/关停"→ 拉真实调用量做决策**（不只是看进程在不在）→ 决策后看 `references/gateway-shutdown-procedure-20260902.md` 走 6 步标准流程 - 部署/试跑网关、做 systemd 常驻、接入看门狗 - 写脚本调网关 API（chat/completions）遇超时/挂起 - 把 cron 任务从 NewAPI 切换到其他网关 provider - 需要持续观测网关稳定性、为"是否全面切换"提供数据 +- 周期性自检网关使用率（cron `0 9 1 * *`） ## 核心方法论：评估是否替代现有网关 @@ -19,6 +21,10 @@ description: LLM 网关运维 — OmniRoute/NewAPI 类 AI 网关的评估、部 3. **生产链路绝不动**：付费主模型（如 deepseek-v4-flash 走官方 API）不切 4. **观测 2-4 周**再决定是否迁移——必须有量化数据支撑，不拍脑袋 5. 评估维度：稳定性/免费模型供给/路由能力/成本控制/国内网络兼容/生态成熟度 +6. **logs 表 0 调用 ≠ 服务僵尸**（2026-09-02 教训）：`logs` 是写日志表，不代表服务可用。判断"僵尸"必跑 3 步——L1 进程活 + L2 直连 200 + L3 `provider_models_cache.json` 列了模型。三步全过才认活（详细见 `references/gateway-real-usage-evaluation-20260901.md` 的"修正版"章节） +7. **进程内存要算子进程总和**（2026-09-02 教训）：OmniRoute 主进程 46MB + 子进程 394MB = **441MB 总占用**，只看主进程会少算 90% +8. **HTTP 410/404 ≠ key 失效**（2026-09-02 教训）：NVIDIA 端下架特定模型（410 "has retired"）≠ API key 废了——**同一个 key 通常能跑多个模型**，重测 `minimaxai/minimax-m3` 或 `google/gemma-4-31b-it` 等常用模型验证。`9 个 NIM key 8 个模型下架` 的判断是错的——9/9 全部活跃，只是测错了模型。 +9. **评估完成后如何安全关停**（2026-09-02 OmniRoute 实战）：6 步标准流程——①备份 4 件套（脚本/服务/配置/状态）②先写替代观测脚本（不能只关停就跑，否则 cron 一直报错）③改 cron 任务（no_agent script 字段必须相对路径）④systemctl stop + disable ⑤验证替代品 + 内存释放 ⑥归档不删原可执行文件。详见 `references/gateway-shutdown-procedure-20260902.md`。**patch 工具拒绝改 config.yaml**——provider 段留着不动通常没事（端口已死不会触发）。 ## OmniRoute 部署（npm 全局） @@ -410,4 +416,6 @@ NewAPI 添加渠道有两种方式：API（会 panic，版本 bug）和 Web UI - `references/newapi-channel-management-20260820.md` — NewAPI 渠道管理坑：SQLite 直改完整性、API panic bug、Web UI 替代方案 - `references/newapi-sensenova-channel-20260821.md` — Sensenova Token Plan 免费接入：5 模型 + abilities 联动 + reserved word 坑 - `references/openclaw-config-validation-pitfalls-20260821.md` — OpenClaw openclaw.json 配置验证坑：defaultModel/defaultProvider 非法、output 字段不合法、models 数组必填 -- 微信(iLink)/QQ 平台接入 Hermes gateway 的 .env 环境变量铁律见 **hermes-debug 第 6 节**（WEIXIN_TOKEN/QQ_APP_ID 只认 .env 不读 config.yaml 段；v0.20 需 WEIXIN_ALLOW_ALL_USERS=true；QQ 用 `hermes pairing approve qqbot ` 授权） +- `references/gateway-real-usage-evaluation-20260901.md` — 评估方法论：3 步框架（L1 进程/L2 配置/L3 调用）+ 决策树 + 410 ≠ key 失效陷阱 +- `references/gateway-shutdown-procedure-20260902.md` — **关停标准流程**：6 步（备份→写替代脚本→改 cron→systemctl stop+disable→验证→归档）+ 4 个 cron/patch 陷阱 +- `references/2026-08-04-omniroute-cron-failure.md` — OmniRoute cron 504 失败案例（auto/chat 路由慢模型）