【python】Python遍历dict的key最高效的方法是什么?

来源:https://segmentfault.com/q/1010000002581747

方法一:直接遍历 速度快

for key in _dict:
    pass

方法二:iterkeys() 速度快

for _ in testDict.iterkeys():
        pass

方法三:keys()  速度慢  因为keys()须要形成一个列表,构建一个列表对于一个大的dict开销是很大的。

for _ in testDict.keys():
        pass

时间对比:

import timeit

DICT_SIZE = 100*10000

testDict = dict()
for i in range(DICT_SIZE):
    testDict[i] = i  # 构建大小为100W的字典

assert len(testDict) == DICT_SIZE


def test1():
    for _ in testDict.keys():
        pass


def test2():
    for _ in testDict:
        pass


def test3():
    for _ in testDict.iterkeys():
        pass
# 分别测试2K次
print timeit.timeit("test1()", setup="from __main__ import test1", number=2000)  
print timeit.timeit("test2()", setup="from __main__ import test2", number=2000)
print timeit.timeit("test3()", setup="from __main__ import test3", number=2000)

输出
54.1994677764
30.2660675759
31.3075812315

是windows + python 2.7的结果

原文地址:https://www.cnblogs.com/dplearning/p/5770182.html