python实时分析日志的一个小脚本分享

脚本专栏 2024/11/25 佚名

3 2 1

前言

大家都知道Web运维总要关注相关域名的实时2xx/s、4xx/s、5xx/s、响应时间、带宽等这些指标，之前的日志是五分钟一分割，简单的用awk就可以了，现在由于要推送日志到ELK,继续之前五分钟一分割会有问题，就改为一天分割一次。改成一天一分割后，显然再继续用Shell就不合适了，于是就用Python写了下。

方法如下：

脚本主要运用了文件的seek和tell函数，原理如下:

1.加入crontab，每5分钟执行一次

2.只分析从上次读取日志文件的结束位置到这次读取文件时的末尾位置之间的日志，出结果
可以使用zabbix_sender把结果发送到zabbix server或者直接使用zabbix agent来读取这个文件取数据，配合zabbix出图、做报警，代码如下:

#!/usr/bin/env python
#coding: utf-8

from __future__ import division
import os

LOG_FILE = '/data0/logs/nginx/xxxx-access_log'
POSITION_FILE = '/tmp/position.log'
STATUS_FILE = '/tmp/http_status'
#crontab 执行时间
CRON_TIME = 300

def get_position():
 #第一次读取日志文件，POSITION_FILE为空
 if not os.path.exists(POSITION_FILE):
  start_position = str(0)
  end_position = str(os.path.getsize(LOG_FILE))
  fh = open(POSITION_FILE,'w')
  fh.write('start_position: %s\n' % start_position)
  fh.write('end_position: %s\n' % end_position)
  fh.close()
  os._exit(1)
 else:
  fh = open(POSITION_FILE)
  se = fh.readlines()
  fh.close()
  #其他意外情况导致POSITION_FILE内容不是两行
  if len(se) != 2:
   os.remove(POSITION_FILE)
   os._exit(1)
  last_start_position,last_end_position = [item.split(':')[1].strip() for item in se]
  start_position = last_end_position
  end_position = str(os.path.getsize(LOG_FILE))
  #日志轮转导致start_position > end_position
  #print start_position,end_position
  if start_position > end_position:
   start_position = 0
  #日志停止滚动时
  elif start_position == end_position:
   os._exit(1)
  #print start_position,end_position
  fh = open(POSITION_FILE,'w')
  fh.write('start_position: %s\n' % start_position)
  fh.write('end_position: %s\n' % end_position)
  fh.close()
  return map(int,[start_position,end_position])

def write_status(content):
 fh = open(STATUS_FILE,'w')
 fh.write(content)
 fh.close()

def handle_log(start_position,end_position):
 log = open(LOG_FILE)
 log.seek(start_position,0)
 status_2xx,status_403,status_404,status_500,status_502,status_503,status_504,status_all,rt,bandwidth = 0,0,0,0,0,0,0,0,0,0
 while True:
  current_position = log.tell()
  if current_position >= end_position:
   break
  line = log.readline()
  line = line.split(' ')
  host,request_time,time_local,status,bytes_sent = line[1],line[3],line[5],line[10],line[11]
  #print host,request_time,time_local,status,bytes_sent
  status_all += 1
  try:
   rt += float(request_time.strip('s'))
   bandwidth += int(bytes_sent)
  except:
   pass
  if status == '200' or status == '206':
   status_2xx += 1
  elif status == '403':
   status_403 += 1
  elif status == '404':
   status_404 += 1
  elif status == '500':
   status_500 += 1
  elif status == '502':
   status_502 += 1
  elif status == '503':
   status_503 += 1
  elif status == '504':
   status_504 += 1
 log.close()
 #print "status_2xx: %s\nstatus_403: %s\nstatus_404: %s\nstatus_500: %s\nstatus_502: %s\nstatus_503: %s\nstatus_504: %s\nstatus_all: %s\nrt: %s\nbandwidth: %s\n" % (status_2xx/CRON_TIME,status_403/CRON_TIME,status_404/CRON_TIME,status_500/CRON_TIME,status_502/CRON_TIME,status_503/CRON_TIME,status_504/CRON_TIME,status_all/CRON_TIME,rt/status_all,bandwidth/CRON_TIME)

 write_status("status_2xx: %s\nstatus_403: %s\nstatus_404: %s\nstatus_500: %s\nstatus_502: %s\nstatus_503: %s\nstatus_504: %s\nstatus_all: %s\nrt: %s\nbandwidth: %s\n" % (status_2xx/CRON_TIME,status_403/CRON_TIME,status_404/CRON_TIME,status_500/CRON_TIME,status_502/CRON_TIME,status_503/CRON_TIME,status_504/CRON_TIME,status_all/CRON_TIME,rt/status_all,bandwidth/CRON_TIME))

if __name__ == '__main__':
 start_position,end_position = get_position()
 handle_log(start_position,end_position)

看下分析的结果:

cat /tmp/http_status
status_2xx: 17.3333333333
status_403: 0.0
status_404: 1.0
status_500: 0.0
status_502: 0.0
status_503: 0.0
status_504: 0.0
status_all: 20.0
rt: 0.0782833333333
bandwidth: 204032.0

后来发现有点问题，start_position、end_position 使用字符串比较会有问题，如下:

In [5]: '99772400' > '100227572'
Out[5]: True

In [6]: int('99772400') > int('100227572')
Out[6]: False

因此，更正为:

#日志轮转导致start_position > end_position
#print start_position,end_position
if int(start_position) > int(end_position):
 start_position = 0
#日志停止滚动时
elif int(start_position) == int(end_position):
 os._exit(1)

总结

以上就是这篇文章的全部内容了，希望本文的内容对大家的学习或者工作能带来一定的帮助，如果有疑问大家可以留言交流，谢谢大家对的支持。

python日志实时分析,python,日志分析脚本,python,实时监控日志

标签：