I am trying to measure the execution time in seconds of an executable program invoked via subprocess. I do not want the output of the executable (either stderr or stdout) to be emitted.
I have tried the timeit and resource libraries, but neither accurately captures the time of the process, seemingly it only captures the timing in the Python worker thread.
This attempt below will lose the timing info b/c of the stderr redirect. However, w/o the stderr redirect, the command 'f_cmd' stderr output will be emitted.
def doWithTiming(f_cmd):
DEVNULL = open(os.devnull, 'w')
return subprocess.check_output([ "/usr/bin/time", "--format=%e seconds"] + f_cmd.split(), stderr=DEVNULL)
How do I ignore all output of f_cmd but retain the output of /usr/bin/time?
Elapsed real (wall clock) time used by the process, in seconds.
To run a subprocess with suppressed stdout/stderr and get the elapsed time:
#!/usr/bin/env python
import os
import time
from subprocess import check_call, STDOUT
DEVNULL = open(os.devnull, 'wb', 0)
start = time.time()
check_call(['sleep', '1'], stdout=DEVNULL, stderr=STDOUT)
print("{:.3f} seconds".format(time.time() - start))
timeit.default_timer
is time.time
on POSIX on Python 2 therefore you should have got a valid time unless your usage of timeit
is incorrect.
The information returned by resource
module does not include the "real" time, but you could use it to get "user" and "sys" times i.e., "Total number of CPU-seconds that the process spent in user mode." and "Total number of CPU-seconds that the process spent in kernel mode." correspondingly:
#!/usr/bin/env python
import os
import time
from subprocess import Popen, STDOUT
DEVNULL = open(os.devnull, 'wb', 0)
start = time.time()
p = Popen(['sleep', '1'], stdout=DEVNULL, stderr=STDOUT)
ru = os.wait4(p.pid, 0)[2]
elapsed = time.time() - start
print(" {:.3f}real {:.3f}user {:.3f}system".format(
elapsed, ru.ru_utime, ru.ru_stime))
You could start a subprocess using psutil.Popen
and get while the child process is running additional info (cpu, memory, network connections, threads, fds, children, etc) in a portable way.
See also, How to get the max memory usage of a program using psutil in Python.
For testing (to make sure that time.time()
-based solution produces the same results), you could capture /usr/bin/time
output:
#!/usr/bin/env python
import os
from collections import deque
from subprocess import Popen, PIPE
DEVNULL = open(os.devnull, 'wb', 0)
time_lines_count = 1 # how many lines /usr/bin/time produces
p = Popen(['/usr/bin/time', '--format=%e seconds'] +
['sleep', '1'], stdout=DEVNULL, stderr=PIPE)
with p.stderr:
q = deque(iter(p.stderr.readline, b''), maxlen=time_lines_count)
rc = p.wait()
print(b''.join(q).decode().strip())
Or using -o
option with a named pipe:
#!/usr/bin/env python
import os
from contextlib import contextmanager
from shutil import rmtree
from subprocess import Popen, STDOUT
from tempfile import mkdtemp
DEVNULL = open(os.devnull, 'wb', 0)
@contextmanager
def named_pipe():
dirname = mkdtemp()
try:
path = os.path.join(dirname, 'named_pipe')
os.mkfifo(path)
yield path
finally:
rmtree(dirname)
with named_pipe() as path:
p = Popen(['/usr/bin/time', '--format=%e seconds', '-o', path] +
['sleep', '1'], stdout=DEVNULL, stderr=STDOUT)
with open(path) as file:
time_output = file.read().strip()
rc = p.wait()
print(time_output)