log-center/docs/integration_guide.md

Log Center 接入指南

概述

Log Center 是一个集中式错误日志收集与 AI 自动修复平台，提供 REST API 供各项目接入。

接入后覆盖三类错误上报：

类型	source 值	说明	触发方式
日常运行错误	runtime	应用运行时的异常（Python/JS/Dart）	代码中全局捕获异常自动上报
CI/CD 错误	cicd	构建、测试、Lint 等流水线失败	Gitea Actions 步骤失败时上报
K8s 部署错误	deployment	Pod 异常状态（CrashLoopBackOff、OOMKilled 等）	K8s CronJob 定时扫描上报

完整接入流程：

1. 注册项目信息 — 调用 API 提交项目元信息（名称、仓库地址、本地路径）
2. 接入日常运行错误上报 — 在应用代码中集成全局异常捕获
3. 接入 CI/CD 错误上报 — 在 Gitea Actions 流水线中添加失败上报步骤
4. 接入 K8s 部署错误上报 — 在 K8s Pod 健康监控中添加项目映射

重要: 必须先完成步骤 1，否则 Repair Agent 无法定位代码仓库和本地路径。

---

服务地址

环境	API 地址	仪表盘
本地开发	http://localhost:8002	http://localhost:8003
生产环境	https://qiyuan-log-center-api.airlabs.art	https://qiyuan-log-center.airlabs.art

---

步骤 1：注册项目信息

首次接入 Log Center 时，必须先注册项目信息。这是 Repair Agent 正常工作的前提。

注册方式

先上报一条初始化日志（触发项目自动创建），再调用 PUT 接口补全元信息：

# 1. 上报初始化日志，触发项目自动创建
curl -X POST "${LOG_CENTER_URL}/api/v1/logs/report" \
  -H "Content-Type: application/json" \
  -d '{
    "project_id": "your_project_id",
    "environment": "production",
    "level": "WARNING",
    "error": {
      "type": "ProjectInit",
      "message": "Project registered to Log Center",
      "stack_trace": ["Project initialization"]
    },
    "repo_url": "https://gitea.airlabs.art/team/your_project.git"
  }'

# 2. 补全项目元信息
curl -X PUT "${LOG_CENTER_URL}/api/v1/projects/your_project_id" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "项目显示名称",
    "repo_url": "https://gitea.airlabs.art/team/your_project.git",
    "local_path": "/absolute/path/to/project",
    "description": "项目描述"
  }'

各语言注册示例

Python

import requests
import os

LOG_CENTER_URL = os.getenv("LOG_CENTER_URL", "http://localhost:8002")

def register_project():
    """首次接入时调用，注册项目到 Log Center。"""
    project_id = "your_project_id"

    # 1. 上报初始化日志触发项目创建
    requests.post(f"{LOG_CENTER_URL}/api/v1/logs/report", json={
        "project_id": project_id,
        "environment": os.getenv("ENVIRONMENT", "production"),
        "level": "WARNING",
        "error": {
            "type": "ProjectInit",
            "message": "Project registered to Log Center",
            "stack_trace": ["Project initialization"],
        },
        "repo_url": "https://gitea.airlabs.art/team/your_project.git",
    }, timeout=5)

    # 2. 补全项目元信息
    requests.put(f"{LOG_CENTER_URL}/api/v1/projects/{project_id}", json={
        "name": "项目显示名称",
        "repo_url": "https://gitea.airlabs.art/team/your_project.git",
        "local_path": "/absolute/path/to/project",
        "description": "项目描述",
    }, timeout=5)

JavaScript / TypeScript

const LOG_CENTER_URL = import.meta.env.VITE_LOG_CENTER_URL || 'http://localhost:8002';

async function registerProject() {
  const projectId = 'your_project_id';

  // 1. 上报初始化日志触发项目创建
  await fetch(`${LOG_CENTER_URL}/api/v1/logs/report`, {
    method: 'POST',
    headers: { 'Content-Type': 'application/json' },
    body: JSON.stringify({
      project_id: projectId,
      environment: import.meta.env.MODE,
      level: 'WARNING',
      error: {
        type: 'ProjectInit',
        message: 'Project registered to Log Center',
        stack_trace: ['Project initialization'],
      },
      repo_url: 'https://gitea.airlabs.art/team/your_project.git',
    }),
  });

  // 2. 补全项目元信息
  await fetch(`${LOG_CENTER_URL}/api/v1/projects/${projectId}`, {
    method: 'PUT',
    headers: { 'Content-Type': 'application/json' },
    body: JSON.stringify({
      name: '项目显示名称',
      repo_url: 'https://gitea.airlabs.art/team/your_project.git',
      local_path: '/absolute/path/to/project',
      description: '项目描述',
    }),
  });
}

项目元信息字段

字段	类型	必填	说明
project_id	string	✅	项目唯一标识，如 rtc_backend, rtc_web
name	string	✅	项目显示名称
repo_url	string	✅	Git 仓库地址（Repair Agent 克隆/推送代码用）
local_path	string	✅	本地项目绝对路径（Repair Agent 在此目录执行修复）
description	string	❌	项目描述

---

步骤 2：接入日常运行错误上报

source: "runtime"（默认值，可不传）

在应用代码中集成全局异常捕获，运行时发生未处理异常时自动上报到 Log Center。

上报格式

{
  "project_id": "rtc_backend",
  "environment": "production",
  "level": "ERROR",
  "error": {
    "type": "ValueError",
    "message": "invalid literal for int() with base 10: 'abc'",
    "file_path": "apps/users/views.py",
    "line_number": 42,
    "stack_trace": [
      "Traceback (most recent call last):",
      "  File \"apps/users/views.py\", line 42, in get_user",
      "ValueError: invalid literal for int() with base 10: 'abc'"
    ]
  },
  "context": {
    "url": "/api/users/123",
    "method": "GET",
    "user_id": "u_12345"
  }
}

Runtime 字段说明

字段	类型	必填	说明
project_id	string	✅	项目标识
environment	string	✅	环境：development, staging, production
level	string	✅	日志级别：ERROR, WARNING, CRITICAL
source	string	❌	默认 runtime，无需传
timestamp	string	❌	ISO 8601 格式，不传则用服务器时间
version	string	❌	应用版本号
commit_hash	string	❌	Git commit hash
error.type	string	✅	异常类型，如 ValueError, TypeError
error.message	string	✅	错误消息
error.file_path	string	✅	出错文件路径
error.line_number	int	✅	出错行号
error.stack_trace	array	✅	堆栈信息（数组或字符串）
context	object	❌	额外上下文信息

Python (Django / FastAPI)

import requests
import traceback
import os

LOG_CENTER_URL = os.getenv("LOG_CENTER_URL", "http://localhost:8002")

def report_error(exc, context=None):
    """上报运行时错误到 Log Center"""
    tb = traceback.extract_tb(exc.__traceback__)
    last_frame = tb[-1] if tb else None

    payload = {
        "project_id": "rtc_backend",
        "environment": os.getenv("ENVIRONMENT", "development"),
        "level": "ERROR",
        "error": {
            "type": type(exc).__name__,
            "message": str(exc),
            "file_path": last_frame.filename if last_frame else "unknown",
            "line_number": last_frame.lineno if last_frame else 0,
            "stack_trace": traceback.format_exception(exc)
        },
        "context": context or {}
    }

    try:
        requests.post(
            f"{LOG_CENTER_URL}/api/v1/logs/report",
            json=payload,
            timeout=3
        )
    except Exception:
        pass  # 静默失败，不影响主业务

Django 集成位置 — 修改 utils/exceptions.py 的 custom_exception_handler:

def custom_exception_handler(exc, context):
    # 上报到 Log Center
    report_error(exc, {
        "view": str(context.get("view")),
        "request_path": context.get("request").path if context.get("request") else None,
    })
    # ... 原有逻辑不变 ...

FastAPI 集成位置 — 添加全局异常处理器:

from fastapi import Request
from fastapi.responses import JSONResponse

@app.exception_handler(Exception)
async def global_exception_handler(request: Request, exc: Exception):
    await report_error(exc, context={
        "url": str(request.url),
        "method": request.method,
    })
    return JSONResponse(status_code=500, content={"detail": "Internal Server Error"})

JavaScript / TypeScript (React / Vue)

const LOG_CENTER_URL = import.meta.env.VITE_LOG_CENTER_URL || 'http://localhost:8002';

export function reportError(error: Error, context?: Record<string, unknown>) {
  const stackLines = error.stack?.split('\n') || [];
  const match = stackLines[1]?.match(/at\s+.*\s+\((.+):(\d+):\d+\)/);

  const payload = {
    project_id: 'rtc_web',
    environment: import.meta.env.MODE,
    level: 'ERROR',
    error: {
      type: error.name,
      message: error.message,
      file_path: match?.[1] || 'unknown',
      line_number: parseInt(match?.[2] || '0'),
      stack_trace: stackLines,
    },
    context: {
      url: window.location.href,
      userAgent: navigator.userAgent,
      ...context,
    },
  };

  const blob = new Blob([JSON.stringify(payload)], { type: 'application/json' });
  if (navigator.sendBeacon) {
    navigator.sendBeacon(`${LOG_CENTER_URL}/api/v1/logs/report`, blob);
  } else {
    fetch(`${LOG_CENTER_URL}/api/v1/logs/report`, {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify(payload),
      keepalive: true,
    }).catch(() => {});
  }
}

全局错误捕获 — 在 main.tsx / main.ts 入口文件中:

// JS 运行时异常
window.onerror = (_message, source, lineno, colno, error) => {
  if (error) reportError(error, { source, lineno, colno });
};

// 未处理的 Promise rejection
window.onunhandledrejection = (event: PromiseRejectionEvent) => {
  const error = event.reason instanceof Error
    ? event.reason
    : new Error(String(event.reason));
  reportError(error, { type: 'unhandledrejection' });
};

Axios 拦截器 — 在 api.ts / request.ts 中（仅上报 5xx 服务端错误）:

api.interceptors.response.use(
  (response) => response,
  (error: AxiosError) => {
    if (error.response && error.response.status >= 500) {
      reportError(error, {
        api_url: error.config?.url,
        method: error.config?.method,
        status: error.response.status,
      });
    }
    return Promise.reject(error);
  },
);

Flutter (Dart)

import 'dart:convert';
import 'package:http/http.dart' as http;

const logCenterUrl = String.fromEnvironment(
  'LOG_CENTER_URL',
  defaultValue: 'http://localhost:8002',
);

Future<void> reportError(dynamic error, StackTrace stackTrace, {Map<String, dynamic>? context}) async {
  final stackLines = stackTrace.toString().split('\n');
  final match = RegExp(r'#0\s+.*\((.+):(\d+):\d+\)').firstMatch(stackLines.first);

  final payload = {
    'project_id': 'airhub_app',
    'environment': const String.fromEnvironment('ENVIRONMENT', defaultValue: 'development'),
    'level': 'ERROR',
    'error': {
      'type': error.runtimeType.toString(),
      'message': error.toString(),
      'file_path': match?.group(1) ?? 'unknown',
      'line_number': int.tryParse(match?.group(2) ?? '0') ?? 0,
      'stack_trace': stackLines.take(20).toList(),
    },
    'context': context ?? {},
  };

  try {
    await http.post(
      Uri.parse('$logCenterUrl/api/v1/logs/report'),
      headers: {'Content-Type': 'application/json'},
      body: jsonEncode(payload),
    ).timeout(const Duration(seconds: 3));
  } catch (_) {
    // 静默失败
  }
}

全局捕获 — 在 main.dart 中:

void main() {
  FlutterError.onError = (details) {
    reportError(details.exception, details.stack ?? StackTrace.current);
  };

  runZonedGuarded(() {
    runApp(const MyApp());
  }, (error, stack) {
    reportError(error, stack);
  });
}

---

步骤 3：接入 CI/CD 错误上报

source: "cicd"

在 Gitea Actions 流水线中，为每个关键步骤添加失败上报，构建/测试/Lint 失败时自动上报到 Log Center。

上报格式

{
  "project_id": "rtc_backend",
  "environment": "cicd",
  "level": "ERROR",
  "source": "cicd",
  "commit_hash": "abc1234",
  "error": {
    "type": "DockerBuildError",
    "message": "Docker build failed",
    "file_path": null,
    "line_number": null,
    "stack_trace": ["Build step failed. Check CI logs for details."]
  },
  "context": {
    "workflow_name": "Build and Deploy",
    "job_name": "build",
    "step_name": "Build Docker Image",
    "run_id": "123",
    "branch": "main",
    "repository": "team/rtc_backend",
    "run_url": "https://gitea.airlabs.art/team/rtc_backend/actions/runs/123"
  }
}

CI/CD 特有字段

字段	说明
source	必须设为 "cicd"
environment	设为 "cicd"
error.type	推荐值：DockerBuildError, NpmBuildError, TestFailure, LintError, CIBuildError
error.file_path	可为 null
error.line_number	可为 null
context.workflow_name	工作流名称
context.job_name	Job 名称
context.step_name	失败的步骤名称
context.run_id	运行 ID
context.run_url	CI 运行详情链接
context.branch	分支名

Gitea Actions 集成方式

为每个关键步骤添加 id，然后在末尾添加条件上报步骤：

name: Build and Deploy

on:
  push:
    branches: [main]

env:
  LOG_CENTER_URL: https://qiyuan-log-center-api.airlabs.art

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      # 关键步骤：添加 id
      - name: Build Docker Image
        id: build
        run: docker build -t myapp:latest .

      - name: Run Tests
        id: test
        run: docker run myapp:latest python -m pytest

      - name: Deploy
        id: deploy
        run: kubectl apply -f k8s/

      # ===== 失败上报步骤（放在所有关键步骤之后） =====

      - name: Report Build Failure
        if: failure() && steps.build.outcome == 'failure'
        run: |
          curl -s -X POST "${LOG_CENTER_URL}/api/v1/logs/report" \
            -H "Content-Type: application/json" \
            -d '{
              "project_id": "'"${GITHUB_REPOSITORY##*/}"'",
              "environment": "cicd",
              "level": "ERROR",
              "source": "cicd",
              "commit_hash": "'"$GITHUB_SHA"'",
              "error": {
                "type": "DockerBuildError",
                "message": "Docker build failed",
                "file_path": null,
                "line_number": null,
                "stack_trace": ["Docker build step failed. Check CI logs."]
              },
              "context": {
                "workflow_name": "'"$GITHUB_WORKFLOW"'",
                "job_name": "'"$GITHUB_JOB"'",
                "step_name": "Build Docker Image",
                "run_id": "'"$GITHUB_RUN_ID"'",
                "branch": "'"$GITHUB_REF_NAME"'",
                "repository": "'"$GITHUB_REPOSITORY"'",
                "run_url": "'"$GITHUB_SERVER_URL"'/'"$GITHUB_REPOSITORY"'/actions/runs/'"$GITHUB_RUN_ID"'"
              }
            }' --connect-timeout 5 --max-time 10 || true

      - name: Report Test Failure
        if: failure() && steps.test.outcome == 'failure'
        run: |
          curl -s -X POST "${LOG_CENTER_URL}/api/v1/logs/report" \
            -H "Content-Type: application/json" \
            -d '{
              "project_id": "'"${GITHUB_REPOSITORY##*/}"'",
              "environment": "cicd",
              "level": "ERROR",
              "source": "cicd",
              "commit_hash": "'"$GITHUB_SHA"'",
              "error": {
                "type": "TestFailure",
                "message": "Tests failed in CI pipeline",
                "file_path": null,
                "line_number": null,
                "stack_trace": ["Test step failed. Check CI logs."]
              },
              "context": {
                "workflow_name": "'"$GITHUB_WORKFLOW"'",
                "job_name": "'"$GITHUB_JOB"'",
                "step_name": "Run Tests",
                "run_id": "'"$GITHUB_RUN_ID"'",
                "branch": "'"$GITHUB_REF_NAME"'",
                "repository": "'"$GITHUB_REPOSITORY"'",
                "run_url": "'"$GITHUB_SERVER_URL"'/'"$GITHUB_REPOSITORY"'/actions/runs/'"$GITHUB_RUN_ID"'"
              }
            }' --connect-timeout 5 --max-time 10 || true

使用 report-cicd-error.sh 脚本

项目提供了通用上报脚本 scripts/report-cicd-error.sh（需要 jq），可在 CI 步骤中使用：

# 用法: ./scripts/report-cicd-error.sh <project_id> <step_name> <error_message_or_file>
./scripts/report-cicd-error.sh rtc_backend "Build Docker Image" "Docker build failed: exit code 1"
./scripts/report-cicd-error.sh rtc_backend "Run Tests" /tmp/test-output.log

脚本会自动：

• 根据步骤名推断 error_type（DockerBuildError / NpmBuildError / TestFailure / LintError）
• 读取 Gitea Actions 环境变量填充 context
• 如果传入文件路径，读取最后 100 行作为 stack_trace

---

步骤 4：接入 K8s 部署错误上报

source: "deployment"

通过 K8s Pod 健康监控 CronJob，定时扫描集群中异常 Pod 并上报到 Log Center。

上报格式

{
  "project_id": "rtc_backend",
  "environment": "production",
  "level": "CRITICAL",
  "source": "deployment",
  "error": {
    "type": "CrashLoopBackOff",
    "message": "CrashLoopBackOff: back-off restarting failed container (pod: rtc-backend-xxx, container: api)",
    "file_path": null,
    "line_number": null,
    "stack_trace": ["...容器崩溃前的日志（最后 50 行）..."]
  },
  "context": {
    "namespace": "default",
    "pod_name": "rtc-backend-xxx-yyy",
    "container_name": "api",
    "deployment_name": "rtc-backend",
    "restart_count": 5,
    "node_name": "node-1"
  }
}

Deployment 特有字段

字段	说明
source	必须设为 "deployment"
level	建议 "CRITICAL"，Pod 异常通常较严重
error.type	取自 K8s 状态：CrashLoopBackOff, OOMKilled, ImagePullBackOff, ErrImagePull 等
error.file_path	可为 null
error.line_number	可为 null
error.stack_trace	容器崩溃前的日志输出
context.namespace	K8s 命名空间
context.pod_name	Pod 名称
context.deployment_name	Deployment 名称（用于指纹去重）
context.restart_count	重启次数
context.node_name	节点名

监控的异常状态

状态	说明
CrashLoopBackOff	容器反复崩溃重启
OOMKilled	内存溢出被杀
ImagePullBackOff / ErrImagePull	拉取镜像失败
CreateContainerConfigError	容器配置错误
RunContainerError	容器启动失败

接入方式：添加 Pod label 映射

K8s Monitor CronJob 已在集群中运行，每 5 分钟扫描一次。新项目接入只需在 k8s-monitor/monitor.py 的 APP_TO_PROJECT 字典中添加映射：

# k8s-monitor/monitor.py
APP_TO_PROJECT = {
    "rtc-backend": "rtc_backend",       # Pod 的 app label -> project_id
    "rtc-backend-dev": "rtc_backend",
    "rtc-web": "rtc_web",
    "rtc-web-dev": "rtc_web",
    "log-center-api": "log_center_api",
    "log-center-web": "log_center_web",
    # 新项目在此添加映射
    "your-app": "your_project_id",
}

确保你的 K8s Deployment 有 app label：

metadata:
  labels:
    app: your-app  # 与 APP_TO_PROJECT 中的 key 一致

CronJob 部署配置

如果集群中尚未部署 Monitor，使用以下配置：

# k8s/monitor-cronjob.yaml
apiVersion: batch/v1
kind: CronJob
metadata:
  name: pod-health-monitor
spec:
  schedule: "*/5 * * * *"
  jobTemplate:
    spec:
      template:
        spec:
          serviceAccountName: pod-monitor
          containers:
            - name: monitor
              image: your-registry/k8s-pod-monitor:latest
              env:
                - name: LOG_CENTER_URL
                  value: "https://qiyuan-log-center-api.airlabs.art"
                - name: MONITOR_NAMESPACE
                  value: "default"
          restartPolicy: OnFailure

---

错误去重机制

Log Center 使用 指纹(fingerprint) 对错误进行去重，三类来源使用不同的指纹策略：

来源	指纹组成
runtime	MD5(project_id | error_type | file_path | line_number)
cicd	MD5(project_id | cicd | error_type | job_name | step_name)
deployment	MD5(project_id | deployment | error_type | namespace | deployment_name)

相同指纹的错误只记录一次。已修复的错误再次出现会自动重新打开（回归检测）。

---

错误状态流转

NEW → VERIFYING → PENDING_FIX → FIXING → FIXED → VERIFIED → DEPLOYED
         ↓                         ↓
   CANNOT_REPRODUCE           FIX_FAILED

状态	说明
NEW	新上报的错误
VERIFYING	正在验证复现
CANNOT_REPRODUCE	无法复现
PENDING_FIX	等待修复
FIXING	AI Agent 正在修复中
FIXED	已修复，待验证
VERIFIED	已验证修复
DEPLOYED	已部署上线
FIX_FAILED	修复失败

---

API 参考

上报错误日志

POST /api/v1/logs/report

响应：

// 新错误
{"message": "Log reported", "id": 123}

// 重复错误（去重）
{"message": "Log deduplicated", "id": 123, "status": "NEW"}

// 回归（已修复的错误再次出现）
{"message": "Regression detected, reopened", "id": 123}

项目管理 API

方法	路径	说明
GET	/api/v1/projects	获取项目列表
GET	/api/v1/projects/{project_id}	获取项目详情
PUT	/api/v1/projects/{project_id}	编辑项目配置

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最佳实践

1. 设置超时: 上报请求设置 3 秒超时，避免影响主业务
2. 静默失败: 上报失败不应影响用户体验，所有 catch 块静默处理
3. 异步上报: 使用异步方式上报，不阻塞主流程
4. 添加上下文: 尽量添加有用的上下文信息（用户ID、请求URL等）
5. 环境区分: 正确设置 environment 字段区分开发/生产
6. CI/CD 用 || true: 上报步骤失败不应阻断流水线

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环境变量配置

Python 项目

# .env
LOG_CENTER_URL=http://localhost:8002
ENVIRONMENT=development

JavaScript 项目

# .env
VITE_LOG_CENTER_URL=http://localhost:8002

Flutter 项目

# 编译时传入
flutter run --dart-define=LOG_CENTER_URL=http://localhost:8002
flutter run --dart-define=ENVIRONMENT=development

Gitea Actions

env:
  LOG_CENTER_URL: https://qiyuan-log-center-api.airlabs.art

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完整 API 文档

访问: http://localhost:8002/docs