import{_ as r,a as d}from"./arthas-output-svg.30f64f53.js";import{_ as t,o as l,c as o,a as e,b as n,e as a,d as i,r as c}from"./app.977e81c1.js";const p={},h=e("h1",{id:"profiler",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#profiler","aria-hidden":"true"},"#"),a(" profiler")],-1),u={href:"https://arthas.aliyun.com/doc/arthas-tutorials.html?language=cn&id=command-profiler",target:"_blank",rel:"noopener noreferrer"},v=e("code",null,"profiler",-1),m=a("\u5728\u7EBF\u6559\u7A0B"),b={class:"custom-container tip"},f=e("p",{class:"custom-container-title"},"\u63D0\u793A",-1),g=a("\u4F7F\u7528"),_={href:"https://github.com/jvm-profiling-tools/async-profiler",target:"_blank",rel:"noopener noreferrer"},x=a("async-profiler"),k=a("\u751F\u6210\u706B\u7130\u56FE"),y=e("p",null,[e("code",null,"profiler"),a(" \u547D\u4EE4\u652F\u6301\u751F\u6210\u5E94\u7528\u70ED\u70B9\u7684\u706B\u7130\u56FE\u3002\u672C\u8D28\u4E0A\u662F\u901A\u8FC7\u4E0D\u65AD\u7684\u91C7\u6837\uFF0C\u7136\u540E\u628A\u6536\u96C6\u5230\u7684\u91C7\u6837\u7ED3\u679C\u751F\u6210\u706B\u7130\u56FE\u3002")],-1),j=e("p",null,[e("code",null,"profiler"),a(" \u547D\u4EE4\u57FA\u672C\u8FD0\u884C\u7ED3\u6784\u662F "),e("code",null,"profiler action [actionArg]")],-1),J=e("code",null,"profiler",-1),S=a(" \u547D\u4EE4\u7684\u683C\u5F0F\u57FA\u672C\u4E0E\u4E0A\u6E38\u9879\u76EE "),F={href:"https://github.com/async-profiler/async-profiler",target:"_blank",rel:"noopener noreferrer"},M=a("async-profiler"),R=a(" \u4FDD\u6301\u4E00\u81F4\uFF0C\u8BE6\u7EC6\u7684\u4F7F\u7528\u65B9\u5F0F\u53EF\u53C2\u8003\u4E0A\u6E38\u9879\u76EE\u7684 README\u3001Github Disscussions \u4EE5\u53CA\u5176\u4ED6\u6587\u6863\u8D44\u6599\u3002"),B=i(`
\u53C2\u6570\u540D\u79F0 | \u53C2\u6570\u8BF4\u660E |
---|---|
action | \u8981\u6267\u884C\u7684\u64CD\u4F5C |
actionArg | \u5C5E\u6027\u540D\u6A21\u5F0F |
[i:] | \u91C7\u6837\u95F4\u9694\uFF08\u5355\u4F4D\uFF1Ans\uFF09\uFF08\u9ED8\u8BA4\u503C\uFF1A10'000'000\uFF0C\u5373 10 ms\uFF09 |
[f:] | \u5C06\u8F93\u51FA\u8F6C\u50A8\u5230\u6307\u5B9A\u8DEF\u5F84 |
[d:] | \u8FD0\u884C\u8BC4\u6D4B\u6307\u5B9A\u79D2 |
[e:] | \u8981\u8DDF\u8E2A\u54EA\u4E2A\u4E8B\u4EF6\uFF08cpu, alloc, lock, cache-misses \u7B49\uFF09\uFF0C\u9ED8\u8BA4\u662F cpu |
$ profiler start
Started [cpu] profiling
\u63D0\u793A
\u9ED8\u8BA4\u60C5\u51B5\u4E0B\uFF0C\u751F\u6210\u7684\u662F cpu \u7684\u706B\u7130\u56FE\uFF0C\u5373 event \u4E3Acpu
\u3002\u53EF\u4EE5\u7528--event
\u53C2\u6570\u6307\u5B9A\u5176\u4ED6\u6027\u80FD\u5206\u6790\u6A21\u5F0F\uFF0C\u89C1\u4E0B\u6587\u3002
$ profiler getSamples
23
$ profiler status
[cpu] profiling is running for 4 seconds
\u53EF\u4EE5\u67E5\u770B\u5F53\u524D profiler \u5728\u91C7\u6837\u54EA\u79CDevent
\u548C\u91C7\u6837\u65F6\u95F4\u3002
$ profiler meminfo
Call trace storage: 10244 KB
Dictionaries: 72 KB
Code cache: 12890 KB
------------------------------
Total: 23206 KB
$ profiler stop --format flamegraph
profiler output file: /tmp/test/arthas-output/20211207-111550.html
OK
\u5728--file
\u53C2\u6570\u6307\u5B9A\u7684\u6587\u4EF6\u540D\u540E\u7F00\u4E3A html
\u6216 jfr
\u65F6\uFF0C\u6587\u4EF6\u683C\u5F0F\u53EF\u4EE5\u88AB\u63A8\u65AD\u51FA\u6765\u3002\u6BD4\u5982--file /tmp/result.html
\u5C06\u81EA\u52A8\u751F\u6210\u706B\u7130\u56FE\u3002
\u70B9\u51FB\u53EF\u4EE5\u67E5\u770B\u5177\u4F53\u7684\u7ED3\u679C\uFF1A
\u63D0\u793A
\u5982\u679C\u662F chrome \u6D4F\u89C8\u5668\uFF0C\u53EF\u80FD\u9700\u8981\u591A\u6B21\u5237\u65B0\u3002
\u5728\u4E0D\u540C\u7684\u5E73\u53F0\uFF0C\u4E0D\u540C\u7684 OS \u4E0B\u9762\uFF0C\u652F\u6301\u7684 events \u5404\u6709\u4E0D\u540C\u3002\u6BD4\u5982\u5728 macos \u4E0B\u9762\uFF1A
$ profiler list
Basic events:
cpu
alloc
lock
wall
itimer
\u5728 linux \u4E0B\u9762
$ profiler list
Basic events:
cpu
alloc
lock
wall
itimer
Java method calls:
ClassName.methodName
Perf events:
page-faults
context-switches
cycles
instructions
cache-references
cache-misses
branch-instructions
branch-misses
bus-cycles
L1-dcache-load-misses
LLC-load-misses
dTLB-load-misses
rNNN
pmu/event-descriptor/
mem:breakpoint
trace:tracepoint
kprobe:func
uprobe:path
\u53EF\u4EE5\u4F7F\u7528 check
action \u6D4B\u8BD5\u67D0\u4E2A event \u662F\u5426\u53EF\u7528\uFF0C\u6B64 action \u7684\u53C2\u6570\u683C\u5F0F\u4E0E start \u4E00\u81F4\u3002
\u53EF\u4EE5\u7528--event
\u53C2\u6570\u6307\u5B9A\u8981\u91C7\u6837\u7684\u4E8B\u4EF6\uFF0C\u6BD4\u5982 alloc
\u8868\u793A\u5206\u6790\u5185\u5B58\u5206\u914D\u60C5\u51B5\uFF1A
$ profiler start --event alloc
$ profiler resume
Started [cpu] profiling
start
\u548Cresume
\u7684\u533A\u522B\u662F\uFF1Astart
\u4F1A\u6E05\u9664\u5DF2\u6709\u7684\u5206\u6790\u7ED3\u679C\u91CD\u65B0\u5F00\u59CB\uFF0Cresume
\u5219\u4F1A\u4FDD\u7559\u5DF2\u6709\u7684\u7ED3\u679C\uFF0C\u5C06\u65B0\u7684\u5206\u6790\u7ED3\u679C\u9644\u52A0\u5230\u5DF2\u6709\u7ED3\u679C\u4E2D\u3002
\u901A\u8FC7\u6267\u884Cprofiler getSamples
\u53EF\u4EE5\u67E5\u770B samples \u7684\u6570\u91CF\u6765\u9A8C\u8BC1\u3002
$ profiler dump
OK
dump
action \u5C06\u6027\u80FD\u5206\u6790\u7684\u7ED3\u679C\u4FDD\u5B58\u5230\u9ED8\u8BA4\u6587\u4EF6\u6216\u6307\u5B9A\u7684\u6587\u4EF6\u4E2D\uFF0C\u4F46 profiling \u8FC7\u7A0B\u4E0D\u4F1A\u505C\u6B62\u3002\u4F8B\u5982\uFF0C\u5982\u679C\u4F7F\u7528 start
action \u542F\u52A8 profiling\uFF0C5 \u79D2\u540E\u6267\u884C dump
action\uFF0C2 \u79D2\u540E\u518D\u6B21\u6267\u884C dump
action\uFF0C\u5C06\u4F1A\u5F97\u5230 2 \u4E2A\u7ED3\u679C\u6587\u4EF6\uFF0C\u7B2C\u4E00\u4E2A\u6587\u4EF6\u5305\u62EC 0~5 \u79D2\u7684\u5206\u6790\u7ED3\u679C\uFF0C\u7B2C\u4E8C\u4E2A\u6587\u4EF6\u5305\u62EC 0~7 \u79D2\u7684\u5206\u6790\u7ED3\u679C\u3002
execute
\u6765\u6267\u884C\u590D\u6742\u7684\u547D\u4EE4\u6BD4\u5982\u5F00\u59CB\u91C7\u6837\uFF1A
profiler execute 'start,framebuf=5000000'
\u505C\u6B62\u91C7\u6837\uFF0C\u5E76\u4FDD\u5B58\u5230\u6307\u5B9A\u6587\u4EF6\u91CC\uFF1A
profiler execute 'stop,file=/tmp/result.html'
$ profiler actions
Supported Actions: [resume, dumpCollapsed, getSamples, start, list, version, execute, meminfo, stop, load, dumpFlat, dump, actions, dumpTraces, status, check]
$ profiler version
Async-profiler 2.9 built on May 8 2023
Copyright 2016-2021 Andrei Pangin
\u53EF\u4EE5\u4F7F\u7528 -j
\u6216 --jstackdepth
\u9009\u9879\u6307\u5B9A\u6700\u5927 Java \u6808\u6DF1\u5EA6\u3002\u5982\u679C\u6307\u5B9A\u503C\u5927\u4E8E\u9ED8\u8BA4\u503C 2048\uFF0C\u8BE5\u9009\u9879\u4F1A\u88AB\u5FFD\u7565\u3002\u5F53\u4F60\u4E0D\u5E0C\u671B\u770B\u5230\u7279\u522B\u6DF1\u7684\u6808\u8F68\u8FF9\u7684\u65F6\u5019\uFF0C\u8FD9\u4E2A\u9009\u9879\u4F1A\u5F88\u6709\u7528\uFF0C\u4EE5\u4E0B\u662F\u4E00\u4E2A\u4F7F\u7528\u6837\u4F8B\uFF1A
profiler start -j 256
\u53EF\u4EE5\u4F7F\u7528 -t
\u6216 --threads
\u6807\u5FD7\u9009\u9879\u4EE4 profiling \u5BF9\u5404\u7EBF\u7A0B\u5206\u522B\u8FDB\u884C\uFF0C\u6BCF\u4E2A\u6808\u8F68\u8FF9\u90FD\u4F1A\u4EE5\u6307\u793A\u5355\u4E2A\u7EBF\u7A0B\u7684\u5E27\u7ED3\u675F\u3002
profiler start -t
\u5982\u679C\u5E94\u7528\u6BD4\u8F83\u590D\u6742\uFF0C\u751F\u6210\u7684\u5185\u5BB9\u5F88\u591A\uFF0C\u60F3\u53EA\u5173\u6CE8\u90E8\u5206 stack traces\uFF0C\u53EF\u4EE5\u901A\u8FC7 --include/--exclude
\u8FC7\u6EE4 stack traces\uFF0C--include
\u8868\u793A\u5B9A\u4E49\u7684\u5339\u914D\u8868\u8FBE\u5F0F\u5FC5\u987B\u51FA\u73B0\u5728 stack traces\uFF0C\u76F8\u53CD --exclude
\u8868\u793A\u5B9A\u4E49\u7684\u5339\u914D\u8868\u8FBE\u5F0F\u4E00\u5B9A\u4E0D\u4F1A\u51FA\u73B0\u5728 stack traces\u3002 \u5339\u914D\u8868\u8FBE\u5F0F\u53EF\u4EE5\u4EE5*
\u5F00\u59CB\u6216\u8005\u7ED3\u675F,*
\u8868\u793A\u4EFB\u4F55\uFF08\u53EF\u80FD\u4E3A\u7A7A\uFF09\u5B57\u7B26\u5E8F\u5217\u3002 \u6BD4\u5982
profiler stop --include 'java/*' --include 'com/demo/*' --exclude '*Unsafe.park*'
--include/--exclude
\u90FD\u652F\u6301\u591A\u6B21\u8BBE\u7F6E\uFF0C\u4F46\u662F\u9700\u8981\u914D\u7F6E\u5728\u547D\u4EE4\u884C\u7684\u6700\u540E\u3002\u4E5F\u53EF\u4F7F\u7528\u77ED\u53C2\u6570\u683C\u5F0F-I/-X
\u3002 \u6CE8\u610F--include/--exclude
\u53EA\u652F\u6301\u5728stop
action\u6216\u8005\u5E26\u6709-d
/--duration
\u53C2\u6570\u7684start
action\u4E2D\u6307\u5B9A\uFF0C\u5426\u5219\u4E0D\u751F\u6548\u3002
\u6BD4\u5982\uFF0C\u5E0C\u671B profiler \u6267\u884C 300 \u79D2\u81EA\u52A8\u7ED3\u675F\uFF0C\u53EF\u4EE5\u7528 -d
/--duration
\u53C2\u6570\u4E3A collect action \u6307\u5B9A\u65F6\u95F4\uFF1A
profiler collect --duration 300
\u6CE8\u610F\uFF0Cjfr \u53EA\u652F\u6301\u5728
start
\u65F6\u914D\u7F6E\u3002\u5982\u679C\u662F\u5728stop
\u65F6\u6307\u5B9A\uFF0C\u5219\u4E0D\u4F1A\u751F\u6548\u3002
profiler start --file /tmp/test.jfr
profiler start -o jfr
file
\u53C2\u6570\u652F\u6301\u4E00\u4E9B\u53D8\u91CF\uFF1A
--file /tmp/test-%t.jfr
--file /tmp/test-%p.jfr
\u751F\u6210\u7684\u7ED3\u679C\u53EF\u4EE5\u7528\u652F\u6301 jfr \u683C\u5F0F\u7684\u5DE5\u5177\u6765\u67E5\u770B\u3002\u6BD4\u5982\uFF1A
\u4F8B\u5982\uFF0C\u4EE5\u4E0B\u547D\u4EE4\u4E2D\uFF0C-s
\u5C06\u8F93\u51FA\u4E2D\u7684\u7C7B\u540D\u79F0\u6307\u5B9A\u4E3A\u7B80\u77ED\u683C\u5F0F\uFF0C-g
\u663E\u793A\u65B9\u6CD5\u7684\u5B8C\u6574\u7B7E\u540D\uFF0C-a
\u6807\u6CE8\u51FA Java \u65B9\u6CD5\uFF0C-l
\u4E3A\u539F\u751F\u65B9\u6CD5\u589E\u52A0\u5E93\u540D\u79F0\uFF0C--title
\u4E3A\u751F\u6210\u706B\u7130\u56FE\u9875\u9762\u6307\u5B9A\u6807\u9898\uFF0C--minwidth
\u5C06\u8FC7\u6EE4\u706B\u7130\u56FE\u4E2D\u5BBD\u5EA6\u4E3A 15% \u4EE5\u4E0B\u7684\u5E27\uFF0C--reverse
\u5C06\u706B\u7130\u56FE\u5012\u7F6E\u3002
profiler stop -s -g -a -l --title <flametitle> --minwidth 15 --reverse
\u5F53\u4F7F\u7528 lock \u6216 alloc event \u8FDB\u884C profiling \u65F6\uFF0C\u53EF\u4EE5\u4F7F\u7528 --lock
\u6216 --alloc
\u914D\u7F6E\u9608\u503C\uFF0C\u6BD4\u5982\u4E0B\u5217\u547D\u4EE4\uFF1A
profiler start -e lock --lock 10ms
profiler start -e alloc --alloc 2m
\u4F1A\u8BB0\u5F55\u7ADE\u4E89\u65F6\u95F4\u8D85\u8FC7 10ms \u7684\u9501\uFF08\u5982\u679C\u4E0D\u6307\u5B9A\u65F6\u95F4\u5355\u4F4D\uFF0C\u5219\u4F7F\u7528 ns \u4E3A\u5355\u4F4D\uFF09\uFF0C\u6216\u8005\u4EE5 2MB \u7684\u5355\u4F4D\u8BB0\u5F55\u5BF9\u5185\u5B58\u7684\u5206\u914D\u3002
\u5F53\u4F7F\u7528 JFR \u4F5C\u4E3A\u8F93\u51FA\u683C\u5F0F\u65F6\uFF0C\u53EF\u4EE5\u4F7F\u7528 --chunksize
\u6216 --chunktime
\u914D\u7F6E\u5355\u4E2A JFR \u5757\u7684\u5927\u81F4\u5BB9\u91CF\uFF08\u4EE5 byte \u4E3A\u5355\u4F4D\uFF0C\u9ED8\u8BA4 100 MB\uFF09\u548C\u65F6\u95F4\u9650\u5236\uFF08\u9ED8\u8BA4\u503C\u4E3A 1 \u5C0F\u65F6\uFF09\uFF0C\u6BD4\u5982\uFF1A
profiler start -f profile.jfr --chunksize 100m --chunktime 1h
\u53EF\u4EE5\u4F7F\u7528 --sched
\u6807\u5FD7\u9009\u9879\u5C06\u8F93\u51FA\u7ED3\u679C\u6309\u7167 Linux \u7EBF\u7A0B\u8C03\u5EA6\u7B56\u7565\u5206\u7EC4\uFF0C\u7B56\u7565\u5305\u62EC BATCH/IDLE/OTHER\u3002\u4F8B\u5982\uFF1A
profiler start --sched
\u706B\u7130\u56FE\u7684\u5012\u6570\u7B2C\u4E8C\u884C\u4F1A\u6807\u8BB0\u4E0D\u540C\u7684\u8C03\u5EA6\u7B56\u7565\u3002
\u4F7F\u7528 --live
\u6807\u5FD7\u9009\u9879\u5728\u5185\u5B58\u5206\u6790\u7ED3\u679C\u4E2D\u4EC5\u4FDD\u7559\u90A3\u4E9B\u5728\u5206\u6790\u8FC7\u7A0B\u7ED3\u675F\u65F6\u4ECD\u672A\u88AB JVM \u56DE\u6536\u7684\u5BF9\u8C61\u3002\u8BE5\u9009\u9879\u5728\u6392\u67E5 Java \u5806\u5185\u5B58\u6CC4\u9732\u95EE\u9898\u65F6\u6BD4\u8F83\u6709\u7528\u3002
profiler start --live
\u4F7F\u7528 --cstack MODE
\u914D\u7F6E\u6536\u96C6 native \u5E27\u7684\u65B9\u6CD5\u3002\u5019\u9009\u6A21\u5F0F\u6709 fp (Frame Pointer), dwarf (DWARF unwind info), lbr (Last Branch Record, \u4ECE Linux 4.1 \u5728 Haswell \u53EF\u7528), and no (\u4E0D\u6536\u96C6 native \u6808\u5E27).
\u9ED8\u8BA4\u60C5\u51B5\u4E0B\uFF0CC \u6808\u5E27\u4F1A\u51FA\u73B0\u5728 cpu\u3001itimer\u3001wall-clock\u3001perf-events \u6A21\u5F0F\u4E2D\uFF0C\u800C Java \u7EA7\u522B\u7684 event \u6BD4\u5982 alloc \u548C lock \u53EA\u6536\u96C6 Java stack\u3002
profiler --cstack fp
\u6B64\u547D\u4EE4\u5C06\u6536\u96C6 native \u6808\u5E27\u7684 Frame Pointer \u4FE1\u606F\u3002
\u4F7F\u7528 --begin function
\u548C --end function
\u9009\u9879\u5728\u6307\u5B9A native \u51FD\u6570\u88AB\u6267\u884C\u65F6\u8BA9 profiling \u8FC7\u7A0B\u542F\u52A8\u6216\u7EC8\u6B62\u3002\u4E3B\u8981\u7528\u9014\u662F\u5206\u6790\u7279\u5B9A\u7684 JVM \u9636\u6BB5\uFF0C\u6BD4\u5982 GC \u548C\u5B89\u5168\u70B9\u3002\u9700\u8981\u4F7F\u7528\u7279\u5B9A JVM \u5B9E\u73B0\u4E2D\u7684 native \u51FD\u6570\u540D\uFF0C\u6BD4\u5982 HotSpot JVM \u4E2D\u7684 SafepointSynchronize::begin
\u548C SafepointSynchronize::end
\u3002
\u9009\u9879 --ttsp
\u5B9E\u9645\u4E0A\u662F --begin SafepointSynchronize::begin --end RuntimeService::record_safepoint_synchronized
\u7684\u4E00\u4E2A\u522B\u540D\u3002\u5B83\u662F\u4E00\u79CD\u7EA6\u675F\u800C\u4E0D\u662F\u72EC\u7ACB\u7684 event \u7C7B\u578B\u3002\u65E0\u8BBA\u9009\u62E9\u54EA\u79CD event\uFF0Cprofiler \u90FD\u53EF\u4EE5\u6B63\u5E38\u5DE5\u4F5C\uFF0C\u4F46\u53EA\u6709 VM \u64CD\u4F5C\u548C safepoint request \u4E4B\u95F4\u7684\u4E8B\u4EF6\u4F1A\u88AB\u8BB0\u5F55\u4E0B\u6765\u3002
profiler start --begin SafepointSynchronize::begin --end RuntimeService::record_safepoint_synchronized
profiler --ttsp
\u7528 --jfrsync CONFIG
\u9009\u9879\u53EF\u4EE5\u6307\u5B9A\u914D\u7F6E\u542F\u52A8 Java Flight Recording\uFF0C\u8F93\u51FA\u7684 jfr \u6587\u4EF6\u4F1A\u5305\u542B\u6240\u6709\u5E38\u89C4\u7684 JFR event\uFF0C\u4F46\u91C7\u6837\u7684\u6765\u6E90\u662F\u7531 profiler \u63D0\u4F9B\u7684\u3002
\u6BD4\u5982\uFF0C\u4EE5\u4E0B\u547D\u4EE4\u4F7F\u7528\u201Cprofile\u201D\u914D\u7F6E\u542F\u52A8 JFR\uFF1A
profiler start -e cpu --jfrsync profile -f combined.jfr
\u4F7F\u7528 --loop TIME
\u53EF\u4EE5\u6301\u7EED\u8FD0\u884C profiler \u5E76\u5468\u671F\u6027\u4FDD\u5B58\u7ED3\u679C\u3002\u9009\u9879\u683C\u5F0F\u53EF\u4EE5\u662F\u5177\u4F53\u65F6\u95F4 hh:mm:ss \u6216\u4EE5\u79D2\u3001\u5206\u949F\u3001\u5C0F\u65F6\u6216\u5929\u8BA1\u7B97\u7684\u65F6\u95F4\u95F4\u9694\u3002\u9700\u8981\u786E\u4FDD\u6307\u5B9A\u7684\u8F93\u51FA\u6587\u4EF6\u540D\u4E2D\u5305\u542B\u65F6\u95F4\u6233\uFF0C\u5426\u5219\u6BCF\u6B21\u8F93\u51FA\u7684\u7ED3\u679C\u90FD\u4F1A\u8986\u76D6\u4E0A\u6B21\u4FDD\u5B58\u7684\u7ED3\u679C\u3002\u4EE5\u4E0B\u547D\u4EE4\u6301\u7EED\u6267\u884C profiling \u5E76\u5C06\u6BCF\u4E2A\u5C0F\u65F6\u5185\u7684\u8BB0\u5F55\u4FDD\u5B58\u5230\u4E00\u4E2A jfr \u6587\u4EF6\u4E2D\u3002
profiler start --loop 1h -f /var/log/profile-%t.jfr
--timeout
\u9009\u9879