Created
August 1, 2012 08:57
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Timing the search for a string in a list.
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#!/usr/bin/env python | |
# This program is free software; you can redistribute it and/or modify | |
# it under the terms of the GNU General Public License as published by | |
# the Free Software Foundation; either version 2 of the License, or | |
# (at your option) any later version. | |
# | |
# This program is distributed in the hope that it will be useful, | |
# but WITHOUT ANY WARRANTY; without even the implied warranty of | |
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | |
# GNU General Public License for more details. | |
# | |
# You should have received a copy of the GNU General Public License | |
# along with this program; if not, write to the Free Software | |
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, | |
# MA 02110-1301, USA. | |
# | |
import re | |
import timeit | |
my_list = ['abc-123', 'def-456', 'ghi-789', 'abc456', 'abc', 'abd'] | |
re_abc = re.compile("^abc$") | |
def re_check(): | |
"""compiles a regular expression and checks for matches""" | |
return [i for i in my_list if re.match('^abc$', i)] | |
def simple_check(): | |
"""AFAIK only works for ascii strings in Python < 3.0""" | |
return [i for i in my_list if i == 'abc'] | |
def re_precompiled(): | |
"""uses precompiled regular expression and checks for matches""" | |
return [i for i in my_list if re_abc.match(i)] | |
def contains_check(): | |
"""looks for existing entry in my_list. returns only one element""" | |
return ["abc"] if "abc" in my_list else [] | |
def count_check(): | |
"""looks for existing entry in my_list. returns all elements""" | |
return ["abc"]*my_list.count("abc") | |
if __name__ == "__main__": | |
# running checks | |
for check in [i for i in dir() \ | |
if "<type 'function'>" == str(type(eval(i)))]: | |
t = eval("timeit.Timer(%s)" % check) | |
print '%s result >>' % check, eval("%s()" % check) | |
print "%.2f usec/pass" % (1000000 * t.timeit(number=100000) / 100000) | |
# Results: | |
# ================================== | |
#~ contains_check result >> ['abc'] | |
#~ 0.42 usec/pass | |
#~ count_check result >> ['abc'] | |
#~ 0.74 usec/pass | |
#~ re_check result >> ['abc'] | |
#~ 12.43 usec/pass | |
#~ re_precompiled result >> ['abc'] | |
#~ 4.47 usec/pass | |
#~ simple_check result >> ['abc'] | |
#~ 0.86 usec/pass |
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