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常用perf命令例子

后端2024-04-25 16:32:47

出自：https://www.brendangregg.com/perf.html

简介

perf是linux c不可缺少的性能分析工具

它是使用方法可以用一本几百页的书本来描述

对于使用者来说，如果有现成的常用命令，可以更便利的利用perf提供的功能

并在对这些常用命令的使用过程中，慢慢深入了解perf的机制和Linux的性能几何

基本命令介绍

perf

perf命令支持以下的选项

一般来说常用的：

list：列出可检测的事件
record：收集事件的数据
stat：打印进程的性能数据
report：报告性能的数据

# perf

 usage: perf [--version] [--help] [OPTIONS] COMMAND [ARGS]

 The most commonly used perf commands are:
   annotate        Read perf.data (created by perf record) and display annotated code
   archive         Create archive with object files with build-ids found in perf.data file
   bench           General framework for benchmark suites
   buildid-cache   Manage build-id cache.
   buildid-list    List the buildids in a perf.data file
   config          Get and set variables in a configuration file.
   data            Data file related processing
   diff            Read perf.data files and display the differential profile
   evlist          List the event names in a perf.data file
   inject          Filter to augment the events stream with additional information
   kmem            Tool to trace/measure kernel memory properties
   kvm             Tool to trace/measure kvm guest os
   list            List all symbolic event types
   lock            Analyze lock events
   mem             Profile memory accesses
   record          Run a command and record its profile into perf.data
   report          Read perf.data (created by perf record) and display the profile
   sched           Tool to trace/measure scheduler properties (latencies)
   script          Read perf.data (created by perf record) and display trace output
   stat            Run a command and gather performance counter statistics
   test            Runs sanity tests.
   timechart       Tool to visualize total system behavior during a workload
   top             System profiling tool.
   probe           Define new dynamic tracepoints
   trace           strace inspired tool

 See 'perf help COMMAND' for more information on a specific command.

perf list

列出所有可检测的事件

root@ubuntu:~# perf list|wc
   2056    7433  135920

perf可以支持2k中不同事件的检测

# Listing all currently known events:
# perf list
List of pre-defined events (to be used in -e):
  cpu-cycles OR cycles                               [Hardware event]
  instructions                                       [Hardware event]
  cache-references                                   [Hardware event]
  cache-misses                                       [Hardware event]
  branch-instructions OR branches                    [Hardware event]
  branch-misses                                      [Hardware event]
  bus-cycles                                         [Hardware event]
  stalled-cycles-frontend OR idle-cycles-frontend    [Hardware event]
  stalled-cycles-backend OR idle-cycles-backend      [Hardware event]
  ref-cycles                                         [Hardware event]
  cpu-clock                                          [Software event]
  task-clock                                         [Software event]
  page-faults OR faults                              [Software event]
  context-switches OR cs                             [Software event]
  cpu-migrations OR migrations                       [Software event]
  minor-faults                                       [Software event]
  major-faults                                       [Software event]
  alignment-faults                                   [Software event]
  emulation-faults                                   [Software event]
  L1-dcache-loads                                    [Hardware cache event]
  L1-dcache-load-misses                              [Hardware cache event]
  L1-dcache-stores                                   [Hardware cache event]
[...]
  rNNN                                               [Raw hardware event descriptor]
  cpu/t1=v1[,t2=v2,t3 ...]/modifier                  [Raw hardware event descriptor]
   (see 'man perf-list' on how to encode it)
  mem:<addr>[:access]                                [Hardware breakpoint]
  probe:tcp_sendmsg                                  [Tracepoint event]
[...]
  sched:sched_process_exec                           [Tracepoint event]
  sched:sched_process_fork                           [Tracepoint event]
  sched:sched_process_wait                           [Tracepoint event]
  sched:sched_wait_task                              [Tracepoint event]
  sched:sched_process_exit                           [Tracepoint event]
[...]

从上面看，perf可以检测以下几个重点内容

cpu 对指令的执行的性能指标
CPU cache利用的性能指标
缺页中断的情况
上下文切换的情况
进程的调度情况

perf stat

# perf stat gzip file1

 Performance counter stats for 'gzip file1':

       1920.159821 task-clock                #    0.991 CPUs utilized          
                13 context-switches          #    0.007 K/sec                  
                 0 CPU-migrations            #    0.000 K/sec                  
               258 page-faults               #    0.134 K/sec                  
     5,649,595,479 cycles                    #    2.942 GHz                     [83.43%]
     1,808,339,931 stalled-cycles-frontend   #   32.01% frontend cycles idle    [83.54%]
     1,171,884,577 stalled-cycles-backend    #   20.74% backend  cycles idle    [66.77%]
     8,625,207,199 instructions              #    1.53  insns per cycle        
                                             #    0.21  stalled cycles per insn [83.51%]
     1,488,797,176 branches                  #  775.351 M/sec                   [82.58%]
        53,395,139 branch-misses             #    3.59% of all branches         [83.78%]

       1.936842598 seconds time elapsed

通过perf stat 可以把进程或者系统的感兴趣事件统计下来，并进行下一步的分析

例如统计gzip命令的L1 cache的利用率

确认locality的好坏

# perf list | grep L1-dcache
  L1-dcache-loads                                    [Hardware cache event]
  L1-dcache-load-misses                              [Hardware cache event]
  L1-dcache-stores                                   [Hardware cache event]
  L1-dcache-store-misses                             [Hardware cache event]
  L1-dcache-prefetches                               [Hardware cache event]
  L1-dcache-prefetch-misses                          [Hardware cache event]
# perf stat -e L1-dcache-loads,L1-dcache-load-misses,L1-dcache-stores gzip file1

 Performance counter stats for 'gzip file1':

     1,947,551,657 L1-dcache-loads
                                            
       153,829,652 L1-dcache-misses
         #    7.90% of all L1-dcache hits  
     1,171,475,286 L1-dcache-stores
                                           

       1.538038091 seconds time elapsed

perf record

收集函数栈的数据

并发现耗时长的函数

# perf record -F 99 -a -g -- sleep 30
[ perf record: Woken up 9 times to write data ]
[ perf record: Captured and wrote 3.135 MB perf.data (~136971 samples) ]
# ls -lh perf.data
-rw------- 1 root root 3.2M Jan 26 07:26 perf.data

通过report分析perf.data

# perf report --stdio
# ========
# captured on: Mon Jan 26 07:26:40 2014
# hostname : dev2
# os release : 3.8.6-ubuntu-12-opt
# perf version : 3.8.6
# arch : x86_64
# nrcpus online : 8
# nrcpus avail : 8
# cpudesc : Intel(R) Xeon(R) CPU X5675 @ 3.07GHz
# cpuid : GenuineIntel,6,44,2
# total memory : 8182008 kB
# cmdline : /usr/bin/perf record -F 99 -a -g -- sleep 30 
# event : name = cpu-clock, type = 1, config = 0x0, config1 = 0x0, config2 = ...
# HEADER_CPU_TOPOLOGY info available, use -I to display
# HEADER_NUMA_TOPOLOGY info available, use -I to display
# pmu mappings: software = 1, breakpoint = 5
# ========
#
# Samples: 22K of event 'cpu-clock'
# Event count (approx.): 22751
#
# Overhead  Command      Shared Object                           Symbol
# ........  .......  .................  ...............................
#
    94.12%       dd  [kernel.kallsyms]  [k] _raw_spin_unlock_irqrestore
                 |
                 --- _raw_spin_unlock_irqrestore
                    |          
                    |--96.67%-- extract_buf
                    |          extract_entropy_user
                    |          urandom_read
                    |          vfs_read
                    |          sys_read
                    |          system_call_fastpath
                    |          read
                    |          
                    |--1.69%-- account
                    |          |          
                    |          |--99.72%-- extract_entropy_user
                    |          |          urandom_read
                    |          |          vfs_read
                    |          |          sys_read
                    |          |          system_call_fastpath
                    |          |          read
                    |           --0.28%-- [...]
                    |          
                    |--1.60%-- mix_pool_bytes.constprop.17
[...]

高频命令列表

list 事件

# Listing all currently known events:
perf list

# Listing sched tracepoints:
perf list 'sched:*'

统计事件

# CPU counter statistics for the specified command:
perf stat command

# Detailed CPU counter statistics (includes extras) for the specified command:
perf stat -d command

# CPU counter statistics for the specified PID, until Ctrl-C:
perf stat -p PID

# CPU counter statistics for the entire system, for 5 seconds:
perf stat -a sleep 5

# Various basic CPU statistics, system wide, for 10 seconds:
perf stat -e cycles,instructions,cache-references,cache-misses,bus-cycles -a sleep 10

# Various CPU level 1 data cache statistics for the specified command:
perf stat -e L1-dcache-loads,L1-dcache-load-misses,L1-dcache-stores command

# Various CPU data TLB statistics for the specified command:
perf stat -e dTLB-loads,dTLB-load-misses,dTLB-prefetch-misses command

# Various CPU last level cache statistics for the specified command:
perf stat -e LLC-loads,LLC-load-misses,LLC-stores,LLC-prefetches command

# Using raw PMC counters, eg, counting unhalted core cycles:
perf stat -e r003c -a sleep 5 

# PMCs: counting cycles and frontend stalls via raw specification:
perf stat -e cycles -e cpu/event=0x0e,umask=0x01,inv,cmask=0x01/ -a sleep 5

# Count syscalls per-second system-wide:
perf stat -e raw_syscalls:sys_enter -I 1000 -a

# Count system calls by type for the specified PID, until Ctrl-C:
perf stat -e 'syscalls:sys_enter_*' -p PID

# Count system calls by type for the entire system, for 5 seconds:
perf stat -e 'syscalls:sys_enter_*' -a sleep 5

# Count scheduler events for the specified PID, until Ctrl-C:
perf stat -e 'sched:*' -p PID

# Count scheduler events for the specified PID, for 10 seconds:
perf stat -e 'sched:*' -p PID sleep 10

# Count ext4 events for the entire system, for 10 seconds:
perf stat -e 'ext4:*' -a sleep 10

# Count block device I/O events for the entire system, for 10 seconds:
perf stat -e 'block:*' -a sleep 10

# Count all vmscan events, printing a report every second:
perf stat -e 'vmscan:*' -a -I 1000

性能分析

# Sample on-CPU functions for the specified command, at 99 Hertz:
perf record -F 99 command

# Sample on-CPU functions for the specified PID, at 99 Hertz, until Ctrl-C:
perf record -F 99 -p PID

# Sample on-CPU functions for the specified PID, at 99 Hertz, for 10 seconds:
perf record -F 99 -p PID sleep 10

# Sample CPU stack traces (via frame pointers) for the specified PID, at 99 Hertz, for 10 seconds:
perf record -F 99 -p PID -g -- sleep 10

# Sample CPU stack traces for the PID, using dwarf (dbg info) to unwind stacks, at 99 Hertz, for 10 seconds:
perf record -F 99 -p PID --call-graph dwarf sleep 10

# Sample CPU stack traces for the entire system, at 99 Hertz, for 10 seconds (< Linux 4.11):
perf record -F 99 -ag -- sleep 10

# Sample CPU stack traces for the entire system, at 99 Hertz, for 10 seconds (>= Linux 4.11):
perf record -F 99 -g -- sleep 10

# If the previous command didn't work, try forcing perf to use the cpu-clock event:
perf record -F 99 -e cpu-clock -ag -- sleep 10

# Sample CPU stack traces for a container identified by its /sys/fs/cgroup/perf_event cgroup:
perf record -F 99 -e cpu-clock --cgroup=docker/1d567f4393190204...etc... -a -- sleep 10

# Sample CPU stack traces for the entire system, with dwarf stacks, at 99 Hertz, for 10 seconds:
perf record -F 99 -a --call-graph dwarf sleep 10

# Sample CPU stack traces for the entire system, using last branch record for stacks, ... (>= Linux 4.?):
perf record -F 99 -a --call-graph lbr sleep 10

# Sample CPU stack traces, once every 10,000 Level 1 data cache misses, for 5 seconds:
perf record -e L1-dcache-load-misses -c 10000 -ag -- sleep 5

# Sample CPU stack traces, once every 100 last level cache misses, for 5 seconds:
perf record -e LLC-load-misses -c 100 -ag -- sleep 5 

# Sample on-CPU kernel instructions, for 5 seconds:
perf record -e cycles:k -a -- sleep 5 

# Sample on-CPU user instructions, for 5 seconds:
perf record -e cycles:u -a -- sleep 5 

# Sample on-CPU user instructions precisely (using PEBS), for 5 seconds:
perf record -e cycles:up -a -- sleep 5 

# Perform branch tracing (needs HW support), for 1 second:
perf record -b -a sleep 1

# Sample CPUs at 49 Hertz, and show top addresses and symbols, live (no perf.data file):
perf top -F 49

# Sample CPUs at 49 Hertz, and show top process names and segments, live:
perf top -F 49 -ns comm,dso

静态跟踪

# Trace new processes, until Ctrl-C:
perf record -e sched:sched_process_exec -a

# Sample (take a subset of) context-switches, until Ctrl-C:
perf record -e context-switches -a

# Trace all context-switches, until Ctrl-C:
perf record -e context-switches -c 1 -a

# Include raw settings used (see: man perf_event_open):
perf record -vv -e context-switches -a

# Trace all context-switches via sched tracepoint, until Ctrl-C:
perf record -e sched:sched_switch -a

# Sample context-switches with stack traces, until Ctrl-C:
perf record -e context-switches -ag

# Sample context-switches with stack traces, for 10 seconds:
perf record -e context-switches -ag -- sleep 10

# Sample CS, stack traces, and with timestamps (< Linux 3.17, -T now default):
perf record -e context-switches -ag -T

# Sample CPU migrations, for 10 seconds:
perf record -e migrations -a -- sleep 10

# Trace all connect()s with stack traces (outbound connections), until Ctrl-C:
perf record -e syscalls:sys_enter_connect -ag

# Trace all accepts()s with stack traces (inbound connections), until Ctrl-C:
perf record -e syscalls:sys_enter_accept* -ag

# Trace all block device (disk I/O) requests with stack traces, until Ctrl-C:
perf record -e block:block_rq_insert -ag

# Sample at most 100 block device requests per second, until Ctrl-C:
perf record -F 100 -e block:block_rq_insert -a

# Trace all block device issues and completions (has timestamps), until Ctrl-C:
perf record -e block:block_rq_issue -e block:block_rq_complete -a

# Trace all block completions, of size at least 100 Kbytes, until Ctrl-C:
perf record -e block:block_rq_complete --filter 'nr_sector > 200'

# Trace all block completions, synchronous writes only, until Ctrl-C:
perf record -e block:block_rq_complete --filter 'rwbs == "WS"'

# Trace all block completions, all types of writes, until Ctrl-C:
perf record -e block:block_rq_complete --filter 'rwbs ~ "*W*"'

# Sample minor faults (RSS growth) with stack traces, until Ctrl-C:
perf record -e minor-faults -ag

# Trace all minor faults with stack traces, until Ctrl-C:
perf record -e minor-faults -c 1 -ag

# Sample page faults with stack traces, until Ctrl-C:
perf record -e page-faults -ag

# Trace all ext4 calls, and write to a non-ext4 location, until Ctrl-C:
perf record -e 'ext4:*' -o /tmp/perf.data -a 

# Trace kswapd wakeup events, until Ctrl-C:
perf record -e vmscan:mm_vmscan_wakeup_kswapd -ag

# Add Node.js USDT probes (Linux 4.10+):
perf buildid-cache --add `which node`

# Trace the node http__server__request USDT event (Linux 4.10+):
perf record -e sdt_node:http__server__request -a

动态跟踪

# Add a tracepoint for the kernel tcp_sendmsg() function entry ("--add" is optional):
perf probe --add tcp_sendmsg

# Remove the tcp_sendmsg() tracepoint (or use "--del"):
perf probe -d tcp_sendmsg

# Add a tracepoint for the kernel tcp_sendmsg() function return:
perf probe 'tcp_sendmsg%return'

# Show available variables for the kernel tcp_sendmsg() function (needs debuginfo):
perf probe -V tcp_sendmsg

# Show available variables for the kernel tcp_sendmsg() function, plus external vars (needs debuginfo):
perf probe -V tcp_sendmsg --externs

# Show available line probes for tcp_sendmsg() (needs debuginfo):
perf probe -L tcp_sendmsg

# Show available variables for tcp_sendmsg() at line number 81 (needs debuginfo):
perf probe -V tcp_sendmsg:81

# Add a tracepoint for tcp_sendmsg(), with three entry argument registers (platform specific):
perf probe 'tcp_sendmsg %ax %dx %cx'

# Add a tracepoint for tcp_sendmsg(), with an alias ("bytes") for the %cx register (platform specific):
perf probe 'tcp_sendmsg bytes=%cx'

# Trace previously created probe when the bytes (alias) variable is greater than 100:
perf record -e probe:tcp_sendmsg --filter 'bytes > 100'

# Add a tracepoint for tcp_sendmsg() return, and capture the return value:
perf probe 'tcp_sendmsg%return $retval'

# Add a tracepoint for tcp_sendmsg(), and "size" entry argument (reliable, but needs debuginfo):
perf probe 'tcp_sendmsg size'

# Add a tracepoint for tcp_sendmsg(), with size and socket state (needs debuginfo):
perf probe 'tcp_sendmsg size sk->__sk_common.skc_state'

# Tell me how on Earth you would do this, but don't actually do it (needs debuginfo):
perf probe -nv 'tcp_sendmsg size sk->__sk_common.skc_state'

# Trace previous probe when size is non-zero, and state is not TCP_ESTABLISHED(1) (needs debuginfo):
perf record -e probe:tcp_sendmsg --filter 'size > 0 && skc_state != 1' -a

# Add a tracepoint for tcp_sendmsg() line 81 with local variable seglen (needs debuginfo):
perf probe 'tcp_sendmsg:81 seglen'

# Add a tracepoint for do_sys_open() with the filename as a string (needs debuginfo):
perf probe 'do_sys_open filename:string'

# Add a tracepoint for myfunc() return, and include the retval as a string:
perf probe 'myfunc%return +0($retval):string'

# Add a tracepoint for the user-level malloc() function from libc:
perf probe -x /lib64/libc.so.6 malloc

# Add a tracepoint for this user-level static probe (USDT, aka SDT event):
perf probe -x /usr/lib64/libpthread-2.24.so %sdt_libpthread:mutex_entry

# List currently available dynamic probes:
perf probe -l

报告

# Show perf.data in an ncurses browser (TUI) if possible:
perf report

# Show perf.data with a column for sample count:
perf report -n

# Show perf.data as a text report, with data coalesced and percentages:
perf report --stdio

# Report, with stacks in folded format: one line per stack (needs 4.4):
perf report --stdio -n -g folded

# List all events from perf.data:
perf script

# List all perf.data events, with data header (newer kernels; was previously default):
perf script --header

# List all perf.data events, with customized fields (< Linux 4.1):
perf script -f time,event,trace

# List all perf.data events, with customized fields (>= Linux 4.1):
perf script -F time,event,trace

# List all perf.data events, with my recommended fields (needs record -a; newer kernels):
perf script --header -F comm,pid,tid,cpu,time,event,ip,sym,dso 

# List all perf.data events, with my recommended fields (needs record -a; older kernels):
perf script -f comm,pid,tid,cpu,time,event,ip,sym,dso

# Dump raw contents from perf.data as hex (for debugging):
perf script -D

# Disassemble and annotate instructions with percentages (needs some debuginfo):
perf annotate --stdio

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简介

基本命令介绍

高频命令列表

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