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Demonstrations of runqlen, the Linux eBPF/bcc version.


This program summarizes scheduler queue length as a histogram, and can also
show run queue occupancy. It works by sampling the run queue length on all
CPUs at 99 Hertz.

As an example, here is an idle system:

# ./runqlen.py
Sampling run queue length... Hit Ctrl-C to end.
^C
     runqlen       : count     distribution
        0          : 1776     |****************************************|

This shows a zero run queue length each time it was sampled.

And now a heavily loaded system:

# ./runqlen.py
Sampling run queue length... Hit Ctrl-C to end.
^C
     runqlen       : count     distribution
        0          : 1068     |****************************************|
        1          : 642      |************************                |
        2          : 369      |*************                           |
        3          : 183      |******                                  |
        4          : 104      |***                                     |
        5          : 42       |*                                       |
        6          : 13       |                                        |
        7          : 2        |                                        |
        8          : 1        |                                        |

Now there is often threads queued, with one sample reaching a queue length
of 8. This will cause run queue latency, which can be measured by the bcc
runqlat tool.


Here's an example of an issue that runqlen can identify. Starting with the
system-wide summary:

# ./runqlen.py 
Sampling run queue length... Hit Ctrl-C to end.
^C
     runqlen       : count     distribution
        0          : 1209     |****************************************|
        1          : 372      |************                            |
        2          : 73       |**                                      |
        3          : 3        |                                        |
        4          : 1        |                                        |
        5          : 0        |                                        |
        6          : 0        |                                        |
        7          : 237      |*******                                 |

This shows there is often a run queue length of 7. Now using the -C option to
see per-CPU histograms:

# ./runqlen.py -C
Sampling run queue length... Hit Ctrl-C to end.
^C

cpu = 0
     runqlen       : count     distribution
        0          : 257      |****************************************|
        1          : 64       |*********                               |
        2          : 5        |                                        |
        3          : 0        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 1        |                                        |

cpu = 1
     runqlen       : count     distribution
        0          : 226      |****************************************|
        1          : 90       |***************                         |
        2          : 11       |*                                       |

cpu = 2
     runqlen       : count     distribution
        0          : 264      |****************************************|
        1          : 52       |*******                                 |
        2          : 8        |*                                       |
        3          : 1        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 1        |                                        |
        7          : 0        |                                        |
        8          : 1        |                                        |

cpu = 3
     runqlen       : count     distribution
        0          : 0        |                                        |
        1          : 0        |                                        |
        2          : 0        |                                        |
        3          : 0        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 0        |                                        |
        7          : 327      |****************************************|

cpu = 4
     runqlen       : count     distribution
        0          : 255      |****************************************|
        1          : 63       |*********                               |
        2          : 9        |*                                       |

cpu = 5
     runqlen       : count     distribution
        0          : 244      |****************************************|
        1          : 78       |************                            |
        2          : 3        |                                        |
        3          : 2        |                                        |

cpu = 6
     runqlen       : count     distribution
        0          : 253      |****************************************|
        1          : 66       |**********                              |
        2          : 6        |                                        |
        3          : 1        |                                        |
        4          : 1        |                                        |

cpu = 7
     runqlen       : count     distribution
        0          : 243      |****************************************|
        1          : 74       |************                            |
        2          : 6        |                                        |
        3          : 1        |                                        |
        4          : 0        |                                        |
        5          : 1        |                                        |
        6          : 2        |                                        |

The run queue length of 7 is isolated to CPU 3. It was caused by CPU binding
(taskset). This can sometimes happen by applications that try to auto-bind
to CPUs, leaving other CPUs idle while work is queued.


runqlat accepts an interval and a count. For example, with -T for timestamps:

# ./runqlen.py -T 1 5
Sampling run queue length... Hit Ctrl-C to end.

19:51:34
     runqlen       : count     distribution
        0          : 635      |****************************************|
        1          : 142      |********                                |
        2          : 13       |                                        |
        3          : 0        |                                        |
        4          : 1        |                                        |

19:51:35
     runqlen       : count     distribution
        0          : 640      |****************************************|
        1          : 136      |********                                |
        2          : 13       |                                        |
        3          : 1        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 0        |                                        |
        7          : 0        |                                        |
        8          : 0        |                                        |
        9          : 0        |                                        |
        10         : 1        |                                        |

19:51:36
     runqlen       : count     distribution
        0          : 603      |****************************************|
        1          : 170      |***********                             |
        2          : 16       |*                                       |
        3          : 1        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 0        |                                        |
        7          : 0        |                                        |
        8          : 0        |                                        |
        9          : 1        |                                        |

19:51:37
     runqlen       : count     distribution
        0          : 617      |****************************************|
        1          : 154      |*********                               |
        2          : 20       |*                                       |
        3          : 0        |                                        |
        4          : 0        |                                        |
        5          : 0        |                                        |
        6          : 0        |                                        |
        7          : 0        |                                        |
        8          : 0        |                                        |
        9          : 0        |                                        |
        10         : 0        |                                        |
        11         : 1        |                                        |

19:51:38
     runqlen       : count     distribution
        0          : 603      |****************************************|
        1          : 161      |**********                              |
        2          : 24       |*                                       |
        3          : 4        |                                        |

The spikes in run queue length of 11 are likely threads waking up at the same
time (a thundering herd), and then are scheduled and complete their execution
quickly.


The -O option prints run queue occupancy: the percentage of time that there
was work queued waiting its turn. Eg:

# ./runqlen.py -OT 1 
Sampling run queue length... Hit Ctrl-C to end.

19:54:53
runqocc: 41.09%

19:54:54
runqocc: 41.85%

19:54:55
runqocc: 41.47%

19:54:56
runqocc: 42.35%

19:54:57
runqocc: 40.83%
[...]

This can also be examined per-CPU:

# ./runqlen.py -COT 1 
Sampling run queue length... Hit Ctrl-C to end.

19:55:03
runqocc, CPU 0    32.32%
runqocc, CPU 1    26.26%
runqocc, CPU 2    38.38%
runqocc, CPU 3   100.00%
runqocc, CPU 4    26.26%
runqocc, CPU 5    32.32%
runqocc, CPU 6    39.39%
runqocc, CPU 7    46.46%

19:55:04
runqocc, CPU 0    35.00%
runqocc, CPU 1    32.32%
runqocc, CPU 2    37.00%
runqocc, CPU 3   100.00%
runqocc, CPU 4    43.43%
runqocc, CPU 5    31.31%
runqocc, CPU 6    28.00%
runqocc, CPU 7    31.31%

19:55:05
runqocc, CPU 0    43.43%
runqocc, CPU 1    32.32%
runqocc, CPU 2    45.45%
runqocc, CPU 3   100.00%
runqocc, CPU 4    29.29%
runqocc, CPU 5    36.36%
runqocc, CPU 6    36.36%
runqocc, CPU 7    30.30%

19:55:06
runqocc, CPU 0    40.00%
runqocc, CPU 1    38.00%
runqocc, CPU 2    31.31%
runqocc, CPU 3   100.00%
runqocc, CPU 4    31.31%
runqocc, CPU 5    28.28%
runqocc, CPU 6    31.00%
runqocc, CPU 7    29.29%
[...]


USAGE message:

# ./runqlen -h
usage: runqlen [-h] [-T] [-O] [-C] [interval] [count]

Summarize scheduler run queue length as a histogram

positional arguments:
  interval         output interval, in seconds
  count            number of outputs

optional arguments:
  -h, --help       show this help message and exit
  -T, --timestamp  include timestamp on output
  -O, --runqocc    report run queue occupancy
  -C, --cpus       print output for each CPU separately

examples:
    ./runqlen            # summarize run queue length as a histogram
    ./runqlen 1 10       # print 1 second summaries, 10 times
    ./runqlen -T 1       # 1s summaries and timestamps
    ./runqlen -O         # report run queue occupancy
    ./runqlen -C         # show each CPU separately

Filemanager

Name Type Size Permission Actions
lib Folder 0755
argdist_example.txt File 22.49 KB 0644
bashreadline_example.txt File 882 B 0644
bindsnoop_example.txt File 4.42 KB 0644
biolatency_example.txt File 23.46 KB 0644
biolatpcts_example.txt File 2.97 KB 0644
biopattern_example.txt File 1.37 KB 0644
biosnoop_example.txt File 3.47 KB 0644
biotop_example.txt File 9.11 KB 0644
bitesize_example.txt File 4.98 KB 0644
bpflist_example.txt File 2.13 KB 0644
btrfsdist_example.txt File 9.32 KB 0644
btrfsslower_example.txt File 6.65 KB 0644
cachestat_example.txt File 3.92 KB 0644
cachetop_example.txt File 3.83 KB 0644
capable_example.txt File 6.5 KB 0644
cobjnew_example.txt File 2.97 KB 0644
compactsnoop_example.txt File 9.92 KB 0644
cpudist_example.txt File 16.48 KB 0644
cpuunclaimed_example.txt File 15.2 KB 0644
criticalstat_example.txt File 4.81 KB 0644
cthreads_example.txt File 2.08 KB 0644
dbslower_example.txt File 3.89 KB 0644
dbstat_example.txt File 6.5 KB 0644
dcsnoop_example.txt File 4.27 KB 0644
dcstat_example.txt File 3.26 KB 0644
deadlock_example.txt File 16.25 KB 0644
dirtop_example.txt File 4.98 KB 0644
drsnoop_example.txt File 5 KB 0644
execsnoop_example.txt File 6.64 KB 0644
exitsnoop_example.txt File 6.22 KB 0644
ext4dist_example.txt File 8.78 KB 0644
ext4slower_example.txt File 11.07 KB 0644
filegone_example.txt File 743 B 0644
filelife_example.txt File 2.04 KB 0644
fileslower_example.txt File 5.58 KB 0644
filetop_example.txt File 6.8 KB 0644
funccount_example.txt File 13.29 KB 0644
funcinterval_example.txt File 15.28 KB 0644
funclatency_example.txt File 20.98 KB 0644
funcslower_example.txt File 6.63 KB 0644
gethostlatency_example.txt File 1.29 KB 0644
hardirqs_example.txt File 37.05 KB 0644
inject_example.txt File 6.67 KB 0644
javacalls_example.txt File 3.91 KB 0644
javaflow_example.txt File 5.88 KB 0644
javagc_example.txt File 3.78 KB 0644
javaobjnew_example.txt File 2.97 KB 0644
javastat_example.txt File 2.98 KB 0644
javathreads_example.txt File 2.08 KB 0644
killsnoop_example.txt File 1.31 KB 0644
klockstat_example.txt File 8.34 KB 0644
kvmexit_example.txt File 11.63 KB 0644
llcstat_example.txt File 3.24 KB 0644
mdflush_example.txt File 1.74 KB 0644
memleak_example.txt File 10.02 KB 0644
mountsnoop_example.txt File 1.45 KB 0644
mysqld_qslower_example.txt File 2.3 KB 0644
netqtop_example.txt File 12.2 KB 0644
nfsdist_example.txt File 8.31 KB 0644
nfsslower_example.txt File 7.68 KB 0644
nodegc_example.txt File 3.78 KB 0644
nodestat_example.txt File 2.98 KB 0644
offcputime_example.txt File 19.2 KB 0644
offwaketime_example.txt File 37.36 KB 0644
oomkill_example.txt File 1.88 KB 0644
opensnoop_example.txt File 10.33 KB 0644
perlcalls_example.txt File 3.91 KB 0644
perlflow_example.txt File 5.88 KB 0644
perlstat_example.txt File 2.98 KB 0644
phpcalls_example.txt File 3.91 KB 0644
phpflow_example.txt File 5.88 KB 0644
phpstat_example.txt File 2.98 KB 0644
pidpersec_example.txt File 677 B 0644
ppchcalls_example.txt File 6.93 KB 0644
profile_example.txt File 31.08 KB 0644
pythoncalls_example.txt File 3.91 KB 0644
pythonflow_example.txt File 5.88 KB 0644
pythongc_example.txt File 3.78 KB 0644
pythonstat_example.txt File 2.98 KB 0644
rdmaucma_example.txt File 1.94 KB 0644
readahead_example.txt File 3.17 KB 0644
reset-trace_example.txt File 9.15 KB 0644
rubycalls_example.txt File 3.91 KB 0644
rubyflow_example.txt File 5.88 KB 0644
rubygc_example.txt File 3.78 KB 0644
rubyobjnew_example.txt File 2.97 KB 0644
rubystat_example.txt File 2.98 KB 0644
runqlat_example.txt File 31.3 KB 0644
runqlen_example.txt File 11.85 KB 0644
runqslower_example.txt File 2.13 KB 0644
shmsnoop_example.txt File 2.73 KB 0644
slabratetop_example.txt File 5.22 KB 0644
sofdsnoop_example.txt File 3.14 KB 0644
softirqs_example.txt File 11.02 KB 0644
solisten_example.txt File 2.3 KB 0644
sslsniff_example.txt File 6.74 KB 0644
stackcount_example.txt File 21.45 KB 0644
statsnoop_example.txt File 3.02 KB 0644
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swapin_example.txt File 1.39 KB 0644
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syscount_example.txt File 6.27 KB 0644
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tcplife_example.txt File 6.83 KB 0644
tcpretrans_example.txt File 3.85 KB 0644
tcprtt_example.txt File 9.83 KB 0644
tcpstates_example.txt File 2.84 KB 0644
tcpsubnet_example.txt File 5.37 KB 0644
tcpsynbl_example.txt File 1.15 KB 0644
tcptop_example.txt File 5.75 KB 0644
tcptracer_example.txt File 1.98 KB 0644
threadsnoop_example.txt File 1.07 KB 0644
tplist_example.txt File 4.4 KB 0644
trace_example.txt File 21.62 KB 0644
ttysnoop_example.txt File 3.24 KB 0644
vfscount_example.txt File 2.17 KB 0644
vfsstat_example.txt File 1.66 KB 0644
virtiostat_example.txt File 2.62 KB 0644
wakeuptime_example.txt File 33.25 KB 0644
xfsdist_example.txt File 6.77 KB 0644
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zfsdist_example.txt File 9.52 KB 0644
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