Psutil: [Ubuntu 16.04.6 LTS] cpu_times_percent wrong idle values when percpu=True

Created on 16 Sep 2019  ·  12Comments  ·  Source: giampaolo/psutil

Platform

  • Ubuntu 16.04.6 LTS
  • psutil Version: 5.6.3

Bug description

psutil.cpu_times_percent(interval=1, percpu=True) retrieves the wrong idle value on my machine

Examples

Example 1 (BUG):

import psutil
psutil.cpu_times_percent(interval=1, percpu=True)

Results - Example 1

[scputimes(user=2.0, nice=0.0, system=1.0, idle=64.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=1.0, nice=0.0, system=1.0, idle=64.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=9.0, nice=0.0, system=0.0, idle=56.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=67.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=3.0, nice=0.0, system=2.0, idle=62.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=66.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 66
  • idle should be around 95-100

Example 2 (BUG):

import psutil
psutil.cpu_times_percent(interval=0.5, percpu=True)

Results - Example 2

[scputimes(user=1.0, nice=0.0, system=0.0, idle=33.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=34.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=33.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=33.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=33.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=33.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 33
  • idle should be around 95-100

Example 3 (BUG):

import psutil
psutil.cpu_times_percent(interval=0.25, percpu=True)

Results - Example 3

[scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=17.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 17
  • idle should be around 95-100

    Example 4 (BUG):

import psutil
psutil.cpu_times_percent(interval=0.125, percpu=True)

Results - Example 4

[scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=8.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 8
  • idle should be around 95-100

Example 5 (BUG):

import psutil
psutil.cpu_times_percent(interval=1.1, percpu=True)

Results - Example 5

[scputimes(user=5.0, nice=0.0, system=1.0, idle=69.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=73.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=73.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=73.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=73.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=73.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 70
  • idle should be around 95-100

    Example 6 (OK):

import psutil
psutil.cpu_times_percent(interval=2, percpu=True)

Results - Example 6

[scputimes(user=0.0, nice=0.0, system=0.0, idle=100.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=100.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=100.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.8, nice=0.0, system=0.0, idle=99.2, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=100.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0), 
 scputimes(user=0.0, nice=0.0, system=0.0, idle=100.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]
  • idle is around 100 (OK)
  • idle should be around 95-100

Other Examples and observations:

  • between with 0 < interval < 2.0 the values of idle increase
  • values >= 1.5 seem better and better
  • values >= 2.0 seem OK

intervals

  • without the Parameter percpu=True, we have NO problem with ANY interval:
    percpu
bug linux

All 12 comments

Why do you think it's the wrong idle value?

Please read my description again.

  • without the argument percpu=True, there is NO problem with ANY interval
  • edit: Example: interval=0.25. Without the argument percpu=True, the idle value is 98.0, but with argument percpu=True it goes down to 9.0. That's wrong.
  • Example: interval=1. Without the argument percpu=True, the idle value is 98.5, but with argument percpu=True it goes down to 63.0. That's wrong.

Ah, you're right, I see the discrepancy now. It seems your namedtuple does not return guest and guest_nice metrics for some reason. Do you have a virtual machine running? (virtualbox, vmware, ...)
Can you paste the output of cat /proc/stat?

Yes, it is a VM. I don't know what's the hypervisor though. I can ask for it.

cat /proc/stat
cpu  2011087 1368 1149652 328633032 151302 0 0 0
cpu0 699181 602 281740 54261103 68903 0 0 0
cpu1 382053 102 196442 54723566 20582 0 0 0
cpu2 277955 63 198209 54836257 14951 0 0 0
cpu3 261998 212 180058 54865613 18765 0 0 0
cpu4 207652 9 153617 54954250 13111 0 0 0
cpu5 182245 377 139583 54992241 14986 0 0 0
intr 0
swap 0 0

ctxt 332233131
btime 1567824132
processes 2370944
procs_running 2
procs_blocked 0

Some information I found on https://www.ostechnix.com/check-linux-system-physical-virtual-machine/

sudo lshw -class system
vserver
    description: Computer
    width: 64 bits
    capabilities: vsyscall64 vsyscall32
systemd-detect-virt
openvz
sudo virt-what
openvz

OK, as I thought /proc/stat is missing 2 extra columns at the end: guest and guest_nice. Those 2 represent the CPU time spent running "guest" / virtualized systems or containers like openvz.

As per this code section:
https://github.com/giampaolo/psutil/blob/c10df5aa04e1ced58d19501fa42f08c1b909b83d/psutil/_pslinux.py#L281-L286
...they should be available only on Linux > 2.6.24 and Linux > 3.2.0 respectively. What Linux kernel are you on?

As per this comment:
https://github.com/giampaolo/psutil/blob/c10df5aa04e1ced58d19501fa42f08c1b909b83d/psutil/__init__.py#L1756-L1765
...guest and guest_nice are accounted also in user and nice times. But since they are not available and the idle time is off, my best guess is that the kernel does not keep track of them at all, including in user and nice counters, which are lower than they should be (and that's why idle is off, it's missing some "busy time"). In summary, to me it appears like a kernel bug, and you'll probably see the same discrepancy by using top.

.they should be available only on Linux > 2.6.24 and Linux > 3.2.0 respectively. What Linux kernel are you on?

Kernel:

uname -r
   2.6.32-042stab140.1

uname -a
   Linux vserver 2.6.32-042stab140.1 #1 SMP Thu Aug 15 13:32:22 MSK 2019 x86_64 x86_64 x86_64 GNU/Linux

OS:

lsb_release -a
No LSB modules are available.
Distributor ID: Ubuntu
Description:    Ubuntu 16.04.6 LTS
Release:        16.04
Codename:       xenial

Using top:
top

Looks like top works, so I don't understand why psutil.cpu_times_percent can't get it right.

Looks like top works

Can you run a CPU intensive task while you do top? Something like this:

while 1:
    pass

while 1: pass didn't seem to work. It just showed me a command line, but doesn't show any load on the CPU.

Executing this however gave me a big CPU utilization:
openssl speed -multi $(grep -ci processor /proc/cpuinfo)

last

OK, while you run that (CPU instensive task) also run this:

import psutil
from pprint import pprint as pp
for x in range(5):
    pp(psutil.cpu_times(percpu=True))
    print()
    pp(psutil.cpu_times_percent(interval=1, percpu=True))
    print("\n-----\n")

What does it print?

It printed this:

python
Python 2.7.12 (default, Aug 22 2019, 16:36:40)
[GCC 5.4.0 20160609] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> import psutil
>>> from pprint import pprint as pp
>>> for x in range(5):
...   pp(psutil.cpu_times(percpu=True))
...   print()
...   pp(psutil.cpu_times_percent(interval=1, percpu=True))
...   print("\n-----\n")
...
[scputimes(user=7097.23, nice=6.02, system=2848.79, idle=550372.05, iowait=689.2, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=3916.15, nice=1.02, system=1988.13, idle=555015.14, iowait=205.84, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2856.91, nice=0.63, system=2001.38, idle=556165.27, iowait=149.54, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2706.13, nice=2.12, system=1819.65, idle=556450.01, iowait=187.65, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2148.57, nice=0.09, system=1556.22, idle=557349.86, iowait=131.11, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1892.58, nice=3.77, system=1410.94, idle=557736.44, iowait=149.97, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=1.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7097.9, nice=6.02, system=2848.79, idle=550372.05, iowait=689.2, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=3916.82, nice=1.02, system=1988.13, idle=555015.14, iowait=205.84, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2857.58, nice=0.63, system=2001.38, idle=556165.27, iowait=149.54, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2706.8, nice=2.12, system=1819.65, idle=556450.01, iowait=187.65, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2149.23, nice=0.09, system=1556.22, idle=557349.87, iowait=131.11, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1893.25, nice=3.77, system=1410.94, idle=557736.44, iowait=149.97, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=68.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=1.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7098.57, nice=6.02, system=2848.79, idle=550372.05, iowait=689.2, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=3917.5, nice=1.02, system=1988.13, idle=555015.14, iowait=205.84, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2858.25, nice=0.63, system=2001.38, idle=556165.27, iowait=149.54, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2707.47, nice=2.12, system=1819.65, idle=556450.01, iowait=187.65, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2149.9, nice=0.09, system=1556.22, idle=557349.88, iowait=131.11, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1893.92, nice=3.77, system=1410.94, idle=557736.44, iowait=149.97, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7099.24, nice=6.02, system=2848.79, idle=550372.05, iowait=689.2, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=3918.16, nice=1.02, system=1988.13, idle=555015.14, iowait=205.84, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2858.92, nice=0.63, system=2001.38, idle=556165.27, iowait=149.54, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2708.14, nice=2.12, system=1819.65, idle=556450.01, iowait=187.65, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2150.56, nice=0.09, system=1556.22, idle=557349.88, iowait=131.11, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1894.59, nice=3.77, system=1410.94, idle=557736.44, iowait=149.97, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7099.91, nice=6.02, system=2848.79, idle=550372.05, iowait=689.2, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=3918.83, nice=1.02, system=1988.13, idle=555015.14, iowait=205.84, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2859.59, nice=0.63, system=2001.38, idle=556165.27, iowait=149.54, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2708.81, nice=2.12, system=1819.65, idle=556450.01, iowait=187.65, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2151.23, nice=0.09, system=1556.22, idle=557349.88, iowait=131.11, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1895.25, nice=3.77, system=1410.94, idle=557736.44, iowait=149.97, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=66.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=67.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

>>>

edit: fixed output (forgot the first 4 outputs)
edit2: fixed formatting (deleted spaces)

Here is the output of the same test, using an interval=2:

python
Python 2.7.12 (default, Aug 22 2019, 16:36:40)
[GCC 5.4.0 20160609] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> import psutil
>>> from pprint import pprint as pp
>>> for x in range(5):
...   pp(psutil.cpu_times(percpu=True))
...   print()
...   pp(psutil.cpu_times_percent(interval=2, percpu=True))
...   print("\n-----\n")
...
[scputimes(user=7225.65, nice=6.02, system=2903.09, idle=562268.14, iowait=714.89, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=4027.61, nice=1.02, system=2032.54, idle=566956.38, iowait=216.05, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2949.96, nice=0.63, system=2052.25, idle=568115.16, iowait=163.39, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2796.31, nice=2.12, system=1867.77, idle=568401.19, iowait=205.45, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2227.1, nice=0.09, system=1596.62, idle=569321.05, iowait=148.37, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1968.06, nice=3.77, system=1448.18, idle=569714.85, iowait=166.52, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=40.3, nice=0.0, system=0.0, idle=59.7, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7226.98, nice=6.02, system=2903.09, idle=562268.14, iowait=714.89, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=4028.94, nice=1.02, system=2032.54, idle=566956.38, iowait=216.05, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2951.29, nice=0.63, system=2052.25, idle=568115.16, iowait=163.39, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2796.85, nice=2.12, system=1867.77, idle=568401.99, iowait=205.45, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2228.43, nice=0.09, system=1596.62, idle=569321.05, iowait=148.37, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1969.39, nice=3.77, system=1448.18, idle=569714.85, iowait=166.52, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=97.8, nice=0.0, system=0.0, idle=2.2, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7228.31, nice=6.02, system=2903.09, idle=562268.14, iowait=714.89, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=4030.28, nice=1.02, system=2032.54, idle=566956.38, iowait=216.05, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2952.62, nice=0.63, system=2052.25, idle=568115.16, iowait=163.39, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2798.18, nice=2.12, system=1867.77, idle=568401.99, iowait=205.45, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2229.74, nice=0.09, system=1596.62, idle=569321.08, iowait=148.37, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1970.74, nice=3.77, system=1448.18, idle=569714.85, iowait=166.52, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=98.5, nice=0.0, system=0.0, idle=1.5, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=99.3, nice=0.0, system=0.7, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7229.65, nice=6.02, system=2903.09, idle=562268.14, iowait=714.89, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=4031.62, nice=1.02, system=2032.54, idle=566956.38, iowait=216.05, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2953.96, nice=0.63, system=2052.25, idle=568115.16, iowait=163.39, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2799.52, nice=2.12, system=1867.77, idle=568401.99, iowait=205.45, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2231.05, nice=0.09, system=1596.62, idle=569321.1, iowait=148.37, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1972.1, nice=3.77, system=1448.19, idle=569714.85, iowait=166.52, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=99.3, nice=0.0, system=0.0, idle=0.7, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

[scputimes(user=7230.99, nice=6.02, system=2903.09, idle=562268.14, iowait=714.89, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=4032.95, nice=1.02, system=2032.54, idle=566956.38, iowait=216.05, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2955.3, nice=0.63, system=2052.25, idle=568115.16, iowait=163.39, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2800.86, nice=2.12, system=1867.77, idle=568401.99, iowait=205.45, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=2232.38, nice=0.09, system=1596.62, idle=569321.11, iowait=148.37, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=1973.44, nice=3.77, system=1448.19, idle=569714.85, iowait=166.52, irq=0.0, softirq=0.0, steal=0.0)]
()
[scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0),
 scputimes(user=100.0, nice=0.0, system=0.0, idle=0.0, iowait=0.0, irq=0.0, softirq=0.0, steal=0.0)]

-----

>>>

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