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Python中最快的字典排序方法

Posted on 2010-12-06 19:30  Bill Yuan  阅读(2367)  评论(0编辑  收藏  举报

代码
def sbv0(adict,reverse=False):
"""proposed at Digital Sanitation Engineering
http://blog.modp.com/2007/11/sorting-python-dict-by-value.html
"""
return sorted(adict.iteritems(), key=lambda (k,v): (v,k), reverse=reverse)

def sbv1(d,reverse=False):
"""explicit list expansion"""
L
= [(k,v) for (k,v) in d.iteritems()]
return sorted(L, key=lambda x: x[1] , reverse=reverse)

def sbv2(d,reverse=False):
"""generator"""
L
= ((k,v) for (k,v) in d.iteritems())
return sorted(L, key=lambda x: x[1] , reverse=reverse)

def sbv3(d,reverse=False):
"""using a lambda to get the key, rather than “double-assignment"""
return sorted(d.iteritems(), key=lambda x: x[1] , reverse=reverse)

def sbv4(d,reverse=False):
"""using a formal function to get the sorting key, rather than a lambda"""
def sk(x):return x[1]
return sorted(d.iteritems(), key=sk , reverse=reverse)

def sk(x): return x[1]

def sbv5(d,reverse=False):
"""using a formal function, defined in outer scope
to get the sorting key, rather than a lambda
"""
return sorted(d.iteritems(), key=sk , reverse=reverse)

from operator import itemgetter
def sbv6(d,reverse=False):
"""proposed in PEP 265, using the itemgetter"""
return sorted(d.iteritems(), key=itemgetter(1), reverse=True)

D
= dict(zip(range(100),range(100)))

from profile import run

run(“
for ii in xrange(10000): sbv0(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv1(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv2(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv3(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv4(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv5(D, reverse=True)”)
run(“
for ii in xrange(10000): sbv6(D, reverse=True)”)

具体的结果, 直接拷贝代码到你的本机下运行即可知道. 在我这里, sbv6的时间是0.578s, 最慢的是用generator的sbv2, 22s左右, 其他时间是差不多的, 都是11s左右.

总的来说, PEP 265 介绍的方法基本是别的方法十倍左右的速度.

 

转自:http://www.python8.org/a/fenleiwenzhang/yuyanjichu/2009/0913/318.html