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    Java CPU性能分析工具代码实例

    栏目:Linux/apache问题 时间:2020-01-17 11:43

    这篇文章主要介绍了Java CPU性能分析工具代码实例,文中通过示例代码介绍的非常详细,对大家的学习或者工作具有一定的参考学习价值,需要的朋友可以参考下

    背景

    有处理过生产问题的同学基本都能遇到系统忽然缓慢,CPU突然飙升,甚至整个应用请求不可用。当出现这种情况下,在不影响数据准确性的前提下,我们应该尽快导出jstack和内存信息,然后重启系统,尽快回复系统的可用性,避免用户体验过差。本文针对CPU飙升问题,提供该问题的排查思路,从而能够快速定位到某线程甚至某快代码导致CPU飙升,从而提供处理该问题的思路。

    排查过程

    通过top命令查看cpu飙升的java进程pid 通过ps -mp [pid] -o THREAD,tid,time查看该进程下所拥有的线程及各个线程占用cpu的使用率,并且记录CPU使用率过高的线程ID号 将线程ID号转换为16进程的数值记为tid_hex 使用jdk自带jstack监控命令 使用命令jstack [pid] | grep tid_hex -A100命令输出该线程的堆栈信息 根据堆栈信息分析代码。

    通过以上步骤可以查找出导致cpu飙升的相关代码位置,然后对代码进行code review即可。

    工具封装

    以上步骤已经封装为脚本文件,通过以下脚本文件只需要指定进程ID即pid即可导出默认前5条导致CPU率过高的堆栈信息。

    已上传github : 点我进入

    ./java-thread-top.sh -p pid
    #!/bin/bash
    # @Function
    # Find out the highest cpu consumed threads of java processes, and print the stack of these threads.
    # @github https://github.com/cjunn/script_tool/
    # @author cjunn
    # @date Sun Jan 12 2020 21:08:58 GMT+0800
    #
    
    pid='';
    count=5;
    
    function usage(){
      readonly PROG="`basename $0`"
      cat <<EOF
    Usage: ${PROG} [OPTION]
    Find out the highest cpu consumed threads of java processes,
    and print the stack of these threads.
    Example:
     ${PROG} -p <pid> -c 5   # show top 5 busy java threads info
    Output control:
     -p, --pid <java pid>   find out the highest cpu consumed threads from
                  the specified java process.
                  default from all java process.
     -c, --count <num>     set the thread count to show, default is 5.
    Miscellaneous:
     -h, --help        display this help and exit.
    EOF
    }
    
    #1.Collect script parameters
    #2.Check whether PID exists
    if [ $# -gt 0 ];
    then
      while true; do
        case "$1" in
        -c|--count)
          count="$2"
          shift 2
          ;;
        -p|--pid)
          p
          shift 2
          ;;
        -h|--help)
          usage
          exit 0;
          ;;
        --)
          shift
          break
          ;;
        *)
          shift
          if [ -z "$1" ] ; then
            break
          fi
          ;;
        esac
      done
    fi
    if [ ! -n "$pid" ] ;then
      echo "error: -p is empty"
      exit 1;
    fi
    
    function worker(){
      #1.Query all threads according to PID.
      #2.Delete header and first line information.
      #3.According to the second column of CPU to sort, reverse display.
      #4.Delete the count + 1 to last column based on the count value.
      #5.Get CPU utilization, TID value, thread used time, and assign them to CPU, TID, time respectively.
      #6.Perform hex conversion on TID.
      #7.Use JDK to monitor all threads of jstack output PID.
      #8.Use awk to regularly query the thread information of tid_hex required.
      #9.Display the stack information of count before thread busy.
      local whilec=0;
      ps -mp $pid -o THREAD,tid,time | sed '1,2d' | sort -k 2 -n -r |sed $[$count+1]',$d' | awk '{print $2,$8,$9}' | while read cpu tid time
      do
          tid_hex=$(printf "%x" $tid);
          echo "====================== tid:${tid} tid_hex:${tid_hex} cpu:${cpu} time:${time} ======================";
          jstack $pid | awk 'BEGIN {RS = "\n\n+";ORS = "\n\n"} /'${tid_hex}'/ {print $0}'
          echo "";
          whilec=$[$whilec+1];
      done
      if [ $whilec -eq 0 ] ; then
        echo "error : thread not found, make sure pid exists.";
      fi
    
    }
    worker