Why is my perl script an order of magnitude faster than the equivalent python code
I recently took over Python3 and was shocked at how much slower it is than other comparable dynamic languages ββ(mostly Perl).
When trying to learn Python, I made a few online coding problems and Python was often at least 10x slower than Perl and used at least 2x memory.
While researching this curiosity, I came across people asking why Python is slower than C / C ++, which should be pretty obvious, but not any posts comparing it to other similar languages. There is also this informative but outdated test http://raid6.com.au/~onlyjob/posts/arena/
that confirms that it is quite slow.
I am explaining about standard Python implementation and NOT something like pypy or similar.
EDIT: The reason I was surprised comes from the results page at codeeval.com. Here are two scripts to use the first character of every word in a string.
Python3 (3.4.3) v1
import sys
import re
def uc(m):
c = m.group(1)
return c.upper()
f = open(sys.argv[1], "r")
for line in f:
print(re.sub(r"\b(\D)", uc, line))
Perl (5.18.2)
use strict;
use warnings "all";
open(my $fh, "<", "$ARGV[0]") or die;
while (<$fh>)
{
s,\b(\D),uc $1,ge;
print;
}
close $fh;
Since I am not very familiar with Python, I also tried another version to see if there is any difference.
Python3 v2:
import sys
f = open(sys.argv[1], "r")
for line in f:
lst = [word[0].upper() + word[1:] for word in line.split()]
print(" ".join(lst))
The results are completely different as you can see in this image: (The results for Python in this image are from v1, v2 had almost identical statistics (runtime +1 ms, ~ same memory usage)
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