A flexible utility to time the execution speed of a code snippet.
Usable from the command line or from a program.
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"""Framework for timing execution speed of small code snippets.
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This avoids a number of common traps for timing frameworks (see also
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Tim Peters' introduction to the timing chapter in the Python
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Cookbook).
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(To use this with older versions of Python, the dependency on the
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itertools module is easily removed; instead of itertools.repeat(None,
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count) you can use [None]*count; this is barely slower.)
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Command line usage:
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python timeit.py [-n N] [-r N] [-s S] [-t] [-c] [statement]
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Options:
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-n/--number N: how many times to execute 'statement' (default varies)
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-r/--repeat N: how many times to repeat the timer (default 1)
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-s/--setup S: statements executed once before 'statement' (default 'pass')
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-t/--time: use time.time() (default on Unix)
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-c/--clock: use time.clock() (default on Windows)
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statement: statement to be timed (default 'pass')
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"""
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import sys
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import math
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import time
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import itertools
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__all__ = ["Timer"]
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default_number = 1000000
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default_repeat = 10
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if sys.platform == "win32":
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# On Windows, the best timer is time.clock()
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default_timer = time.clock
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else:
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# On most other platforms the best timer is time.time()
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default_timer = time.time
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template = """
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def inner(number, timer):
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%(setup)s
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seq = itertools.repeat(None, number)
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t0 = timer()
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for i in seq:
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%(stmt)s
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t1 = timer()
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return t1-t0
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"""
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def reindent(src, indent):
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return ("\n" + " "*indent).join(src.split("\n"))
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class Timer:
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def __init__(self, stmt="pass", setup="pass", timer=default_timer):
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self.timer = timer
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stmt = reindent(stmt, 8)
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setup = reindent(setup, 4)
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src = template % {'stmt': stmt, 'setup': setup}
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code = compile(src, "<src>", "exec")
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ns = {}
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exec code in globals(), ns
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self.inner = ns["inner"]
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def timeit(self, number=default_number):
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return self.inner(number, self.timer)
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def repeat(self, repeat=default_repeat, number=default_number):
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r = []
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for i in range(repeat):
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t = self.timeit(number)
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r.append(t)
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return r
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def main(args=None):
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if args is None:
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args = sys.argv[1:]
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import getopt
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try:
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opts, args = getopt.getopt(args, "n:s:r:tc",
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["number=", "setup=", "repeat=",
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"time", "clock"])
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except getopt.error, err:
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print err
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return 2
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timer = default_timer
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stmt = "\n".join(args) or "pass"
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number = 0 # auto-determine
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setup = "pass"
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repeat = 1
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for o, a in opts:
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if o in ("-n", "--number"):
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number = int(a)
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if o in ("-s", "--setup"):
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setup = a
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if o in ("-r", "--repeat"):
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repeat = int(a)
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if repeat <= 0:
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repeat = 1
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if o in ("-t", "time"):
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timer = time.time
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if o in ("-c", "clock"):
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timer = time.clock
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t = Timer(stmt, setup, timer)
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if number == 0:
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# determine number so that 0.2 <= total time < 2.0
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for i in range(1, 10):
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number = 10**i
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x = t.timeit(number)
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if x >= 0.2:
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break
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r = t.repeat(repeat, number)
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best = min(r)
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print "%d loops," % number,
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usec = best * 1e6 / number
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if repeat > 1:
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print "best of %d: %.3f usec" % (repeat, usec)
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else:
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print "time: %.3f usec" % usec
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if __name__ == "__main__":
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sys.exit(main())
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