keyongtech


  keyongtech > python

 #1  
08-07-08, 01:05 AM
Jack
I know one benchmark doesn't mean much but it's still disappointing to see
Python as one of the slowest languages in the test:

http://blog.dhananjaynene.com/2008/0...-jruby-groovy/
 #2  
08-07-08, 01:37 AM
Jake Anderson
Jack wrote:
> I know one benchmark doesn't mean much but it's still disappointing to see
> Python as one of the slowest languages in the test:
>
> [..]
>> --

> [..]
>

Something to note though, The python version is ~ half the length of the
rest of them ;->
 #3  
08-07-08, 02:38 AM
bearophileHUGS
On Aug 7, 2:05 am, "Jack" <nos> wrote:
> I know one benchmark doesn't mean much but it's still disappointing to see
> Python as one of the slowest languages in the test:
>
> [..]...


That Python code is bad, it contains range() instead of xrange, the
big loop is in the main code instead of inside a function, uses ==
None, etc. That person can try this (with Psyco), I have changed very
little, the code is essentially the same:


import time, psyco
from psyco.classes import __metaclass__

class Person:
def __init__(self, count):
self.count = count
self.prev = None
self.next = None
def shout(self, shout, deadif):
if shout < deadif:
return shout + 1
self.prev.next = self.next
self.next.prev = self.prev
return 1

class Chain:
def __init__(self, size):
self.first = None
last = None
for i in xrange(size):
current = Person(i)
if self.first is None:
self.first = current
if last is not None:
last.next = current
current.prev = last
last = current
self.first.prev = last
last.next = self.first
def kill(self, nth):
current = self.first
shout = 1
while current.next != current:
shout = current.shout(shout, nth)
current = current.next
self.first = current
return current


def main():
ITER = 100000
start = time.time()
for i in xrange(ITER):
chain = Chain(40)
chain.kill(3)
end = time.time()
print 'Time per iteration = %s microseconds ' % ((end - start) *
1000000 / ITER)

psyco.full()
main()

us = microseconds
On my PC (that seems similar to his one) this version needs about 38.9
us/iter instead of 189.

On my PC the Java version takes 1.17 us, while the C++ version (with
MinGW 4.2.1) takes 9.8 us.
A raw D translation needs 14.34 us, while a cleaned up (that uses
structs, no getters/setters) needs 4.67 us.
I don't know why my C++ is so much slow (doing the same things to the C
++ version doesn't change its running time much).

Bye,
bearophile
 #4  
08-07-08, 06:49 AM
Stefan Behnel
Jack wrote:
> I know one benchmark doesn't mean much but it's still disappointing to see
> Python as one of the slowest languages in the test:
>
> [..]


Just ignore that. If the code had been designed for Python from the start, it
would have performed a lot better.

Currently it looks like syntax-adapted Java code to me.

Stefan
 #5  
08-07-08, 07:18 AM
Steven D'Aprano
On Thu, 07 Aug 2008 07:49:45 +0200, Stefan Behnel wrote:

> Jack wrote:
>> I know one benchmark doesn't mean much but it's still disappointing to
>> see Python as one of the slowest languages in the test:
>>
>> [..]

python-ruby-jython-jruby-groovy/
>
> Just ignore that. If the code had been designed for Python from the
> start, it would have performed a lot better.



I recommend folks copy and paste his code into an interactive session,
and watch the thousands of <__main__.Person object at 0xb7f18e2c> that
flash onto the screen. You want to know why it's so slow? That's part of
the reason.

Doing so on my computer gives a final result of:

"Time per iteration = 502.890818119 microseconds"

When I make a single, two character modification to the program
(inserting "t=" at the beginning of the line "chain.kill(3)"), I get this
instead:

"Time per iteration = 391.469910145 microseconds"

In other words, about 20% of the time he measures is the time taken to
print junk to the screen.
 #6  
08-07-08, 08:01 AM
jlist
I think what makes more sense is to compare the code one most
typically writes. In my case, I always use range() and never use psyco.
But I guess for most of my work with Python performance hasn't been
a issue. I haven't got to write any large systems with Python yet, where
performance starts to matter.
[..]
 #7  
08-07-08, 08:44 AM
alex23
Steven D'Aprano wrote:
> In other words, about 20% of the time he measures is the time taken to
> print junk to the screen.


Which makes his claim that "all the console outputs have been removed
so that the benchmarking activity is not interfered with by the IO
overheads" somewhat confusing...he didn't notice the output? Wrote it
off as a weird Python side-effect?

I find his reluctance to entertain more idiomatic implementations
particularly telling. It's seems he's less interested in actual
performance comparisons and more into showing that writing static lang
style code in dynamic langs is bad, which isn't really anything new to
anyone anywhere, I would've thought.

All up, this reminds me of last years benchmarking fiasco that
demonstrated Storm's ORM handling being -incredibly-faster than
SQLAlchemy's SQL expression handling, something that just didn't seem
to be born out by user experience. Eventually, Mike Beyer reverse
engineered the benchmarks to discover that, surprise surprise, the
tests -weren't equal-; in one test SQLA was issuing a commit per
insert, while Storm was performing -no commits whatsoever-.

Benchmarks, IMO, are like statistics. You can tweak them to prove
pretty much any position you already take.
 #8  
08-07-08, 09:39 AM
Steven D'Aprano
On Thu, 07 Aug 2008 00:44:14 -0700, alex23 wrote:

> Steven D'Aprano wrote:
>> In other words, about 20% of the time he measures is the time taken to
>> print junk to the screen.

>
> Which makes his claim that "all the console outputs have been removed so
> that the benchmarking activity is not interfered with by the IO
> overheads" somewhat confusing...he didn't notice the output? Wrote it
> off as a weird Python side-effect?


Wait... I've just remembered, and a quick test confirms... Python only
prints bare objects if you are running in a interactive shell. Otherwise
output of bare objects is suppressed unless you explicitly call print.

Okay, I guess he is forgiven. False alarm, my bad.
 #9  
08-07-08, 10:29 AM
Angel Gutierrez
Steven D'Aprano wrote:

> On Thu, 07 Aug 2008 00:44:14 -0700, alex23 wrote:
>> Wait... I've just remembered, and a quick test confirms... Python only

> prints bare objects if you are running in a interactive shell. Otherwise
> output of bare objects is suppressed unless you explicitly call print.
>
> Okay, I guess he is forgiven. False alarm, my bad.
>Well.. there must be somthing because this is what I got in a normal script

execution:

[angel@jaulat test]$ python iter.py
Time per iteration = 357.467989922 microseconds
[angel@jaulat test]$ vim iter.py
[angel@jaulat test]$ python iter2.py
Time per iteration = 320.306909084 microseconds
[angel@jaulat test]$ vim iter2.py
[angel@jaulat test]$ python iter2.py
Time per iteration = 312.917997837 microseconds

iter.py - Original script
iter2.py - xrange instead of range
iter2.py (2nd) - 't=' added
 #10  
08-07-08, 10:52 AM
M8R-n7vorv
On Aug 7, 6:38 am, bearophileH...@lycos.com wrote:
> On Aug 7, 2:05 am, "Jack" <nos> wrote:
>
> > I know one benchmark doesn't mean much but it's still disappointing to see
> > Python as one of the slowest languages in the test:

>
> >[..]...

>
> That Python code is bad, it contains range() instead of xrange, the
> big loop is in the main code instead of inside a function, uses ==
> None, etc. That person can try this (with Psyco), I have changed very
> little, the code is essentially the same:
>


Yes, this was pointed out in the comments. I had updated the code to
use
xrange and is and is not instead of range, == and !=, which is how
the
benchmark got updated to 192 microseconds. Moving the main loop into
a main function resulted in no discernible difference.

Testing with psyco resulted in a time of 33 microseconds per
iteration.

> On my PC the Java version takes 1.17 us, while the C++ version (with
> MinGW 4.2.1) takes 9.8 us.
> A raw D translation needs 14.34 us, while a cleaned up (that uses
> structs, no getters/setters) needs 4.67 us.
> I don't know why my C++ is so much slow (doing the same things to the C
> ++ version doesn't change its running time much).
>
> Bye,
> bearophile


Wonder what optimisation level you are using. I to the best of my
recollection used -O3

Cheers,
Dhananjay
http://blog.dhananjaynene.com
 #11  
08-07-08, 11:04 AM
Bruno Desthuilliers
Steven D'Aprano a écrit :
> On Thu, 07 Aug 2008 07:49:45 +0200, Stefan Behnel wrote:
>
> python-ruby-jython-jruby-groovy/
>> I recommend folks copy and paste his code into an interactive session,

> and watch the thousands of <__main__.Person object at 0xb7f18e2c> that
> flash onto the screen. You want to know why it's so slow? That's part of
> the reason.


This only happens when run in an interactive session.
 #12  
08-07-08, 11:08 AM
M8R-n7vorv
On Aug 7, 12:44 pm, alex23 <wuwe> wrote:
> Steven D'Aprano wrote:
> > In other words, about 20% of the time he measures is the time taken to
> > print junk to the screen.

>
> Which makes his claim that "all the console outputs have been removed
> so that the benchmarking activity is not interfered with by the IO
> overheads" somewhat confusing...he didn't notice the output? Wrote it
> off as a weird Python side-effect?


Gee, I really hope I am a little more capable than writing it off. And
to
answer your question bluntly no I did not notice the output because
there
wasn't any. Run a python program as "python filename.py" instead
of using the interactive console, and you will not get any output
except
exceptions or anything that your code explicitly spews out.
>
> I find his reluctance to entertain more idiomatic implementations
> particularly telling. It's seems he's less interested in actual
> performance comparisons and more into showing that writing static lang
> style code in dynamic langs is bad, which isn't really anything new to
> anyone anywhere, I would've thought.


I am reluctant to entertain more idiomatic implementations was in the
context of what to me made sense as a part of the exercise. I have
fully
and in great detail explained the rationale in the post itself.


>
> Benchmarks, IMO, are like statistics. You can tweak them to prove
> pretty much any position you already take.


How's this position of mine for starters :
http://blog.dhananjaynene.com/2008/0...atest-project/
? And if you are not sure, you could browse this as well :
http://blog.dhananjaynene.com/2008/0...mic-languages/

Really how silly can it be when you suggest someone is taking a
position and tweaking the benchmarks to prove a point, when I am
actually quite enthusiastic about python, really like coding using it,
and it was disappointing to me just like to jack who started off this
thread that python did not do so well. In fact I would argue that it
wasn't entirely easy to actually publish the findings given the fact
that these would not have been the findings I would've been wished
for.

Cheers,
Dhananjay
http://blog.dhananjaynene.com
 #13  
08-07-08, 11:10 AM
bearophileHUGS
jlist:
> I think what makes more sense is to compare the code one most
> typically writes. In my case, I always use range() and never use psyco.


If you don't use Python 3 and your cycles can be long, then I suggest
you to start using xrange a lot :-) (If you use Psyco you don't need
xrange).


M8R-n7v...:
> Wonder what optimisation level you are using. I to the best of my
> recollection used -O3


For this program I have used the best (simple) combination of flags I
have found by try & errors:
-O3 -s -fomit-frame-pointer

I'll try adding a freelist, to see (and probably show you) the
results. The HotSpot speeds up this code first of all because its GC
is much better than the current one used by D, because it optimizes
away the getters/setters that D is unable to do, and probably manages
the methods two classes as static ones (while D manages all of them as
virtual).

Bye,
bearophile
 #14  
08-07-08, 11:11 AM
Bruno Desthuilliers
Stefan Behnel a écrit :
> Jack wrote:
>> I know one benchmark doesn't mean much but it's still disappointing to see
>> Python as one of the slowest languages in the test:
>>
>> [..]

>
> Just ignore that. If the code had been designed for Python from the start, it
> would have performed a lot better.
>
> Currently it looks like syntax-adapted Java code to me.


Yeps, sure. I don't have time for this now, but I think I would have
choose an itertool based solution here instead of that hand-made linked
list.
 #15  
08-07-08, 11:23 AM
M8R-n7vorv
On Aug 7, 5:05 am, "Jack" <nos> wrote:
> I know one benchmark doesn't mean much but it's still disappointing to see
> Python as one of the slowest languages in the test:
>
> [..]...


I was actually disappointed myself with the results from a python
perspective. One thing I did notice was that both ruby and groovy have
substantially improved performance in their new versions. There is a
likelihood that maybe this particular code is not best suited for
pythonic idioms, but the same would've been the case I guess for ruby,
jruby and groovy, yet they performed really well. While I am a
relative newcomer to the python world, from what I have seen, ruby /
jruby and groovy are all making substantial improvements in their
performance (If this post did not include the newer versions of these
languages, python would've been on top of all of them) but I haven't
seen any evidence of the same in upcoming versions of python.

Having said that the same code with psyco works really fast (and beats
all the other dynamic languages v. handsomely). But I did not include
it in the comparisons because psyco is really not a part of core
feature set of python and I was unclear of the implications thereof.

Is there any reason why the psyco is not a part of the core python
feature set ? Is there a particular reason it is better to be kept as
a separate extension ? Are there any implications of using psyco ?

Cheers,
Dhananjay
http://blog.dhananjaynene.com

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