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log-analysis's Introduction

nginx 日志分析

1. 准备

需要安装python, flask, sqlalchemy, pymysql, mysql

2. 配置数据库

  • 执行sqls文件夹中的init_db.sql
  • 修改setings.py中MYSQL_URI的用户名密码

3. 启动日志分析平台

python runserver.py

此时会监听127.0.0.1:5000, 并创建所需的数据库表t_nginx_log

4. 运行日志分析程序

python log_analysis.py

5. 访问日志分析平台

http://127.0.0.1:5000

6. UI

image.png

7. 说明

  • main.py: 数据库操作业务层，调用service提供的接口
  • service.py: 数据库操作服务层
  • runserver.py: 日志展示平台启动脚本
  • log_analysis.py: 日志处理脚本，将nginx日志处理后存入数据库

8. Todo

  • 通过ip geo关系，获取源ip的地理位置，可展示源ip的城市分布情况
  • 若处理的是nginx的实时日志，可按天、或小时分割nginx日志至logs目录，并将log_analysis改为守护进程运行，实时处理日志文件
  • 分析请求响应时间最慢的Top 10 url, 并优化接口

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