Reputation: 43620
Trying to use line_profiler as an API. Following their docs and this tutorial (scroll down to Line Profiling), I get a minimalist test case for profiling some numpy ufuncs:
import numpy as np
import line_profiler
import time
shp = (1000,1000)
a = np.ones(shp)
o = np.zeros(shp)
def main():
t = time.time()
np.divide(a,1,o)
for i in xrange(200):
np.multiply(a,2,o)
np.add(a,1,o)
print 'duration', time.time()-t
profiler = line_profiler.LineProfiler()
profiler.add_function(main)
main()
profiler.print_stats()
I get this in stdout which indicates that main
ran, but was not profiled:
duration 2.6779999733
Timer unit: 5.59936e-07 s
File: testprof.py
Function: main at line 9
Total time: 0 s
Line # Hits Time Per Hit % Time Line Contents
==============================================================
9 def main():
10 t = time.time()
11 np.divide(a,1,o)
12 for i in xrange(200):
13 np.multiply(a,2,o)
14 np.add(a,1,o)
15 print 'duration', time.time
()-t
I'm new to line_profiler. See my other q if curious why I don't use cProfile.
Upvotes: 3
Views: 2864