[Numpy-discussion] appending extra items to arrays
Mark Janikas
mjanikas at esri.com
Thu Oct 11 12:42:02 EDT 2007
If you do not know the size of your array before you finalize it, then
you should use lists whenever you can. I just cooked up a short
example:
######################################################################
import timeit
import numpy as N
values = range(10000)
def appendArray(values):
result = N.array([], dtype="int")
for value in values:
result = N.append(result, value)
return result
def appendList(values):
result = []
for value in values:
result.append(value)
return N.array(result)
test = timeit.Timer('appendArray(values)',
'from __main__ import appendArray, values')
t1 = test.timeit(number=10)
test2 = timeit.Timer('appendList(values)',
'from __main__ import appendList, values')
t2 = test2.timeit(number=10)
print "Total Time with array: " + str(t1)
print "Total Time with list: " + str(t2)
##### Result #####
Total Time with array: 2.12951189331
Total Time with list: 0.0469707035741
########################################################################
####
Hope this helps,
MJ
-----Original Message-----
From: numpy-discussion-bounces at scipy.org
[mailto:numpy-discussion-bounces at scipy.org] On Behalf Of Adam Mercer
Sent: Thursday, October 11, 2007 7:42 AM
To: Discussion of Numerical Python
Subject: Re: [Numpy-discussion] appending extra items to arrays
On 11/10/2007, Robert Kern <robert.kern at gmail.com> wrote:
> Appending to a list then converting the list to an array is the most
> straightforward way to do it. If the performance of this isn't a
problem, I
> recommend leaving it alone.
Thanks, I'll leave it as is - I was just wondering if there was a
better way to do it.
Cheers
Adam
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