python内置类型性能分析
timeit模块
class timeit.Timer(stmt="pass",setup='pass',time=<timer function>)
Timer是测量小段代码执行速度的类
stmt参数是要测试的代码语句(statment)
setup参数是运行代码是需要的设置
timer 参数是一个定时器函数,与平台无关。
timeit.Timer.timeit(number=1000000)
Timer类中测试语句执行速度的对象方法,number参数是测量代码时的测试册数,默认为1000000次。方法返回执行代码的平均耗时,一个float类型的秒数。
def t1():
li = []
for i in range(10000):
li.append(i)
def t2():
li = []
for i in range(10000):
li += [i]
def t3():
li = [i for i in range(10000)]
def t4():
li = list(range(10000))
def t5():
li = []
for i in range(10000):
li.extend([i])
timer1 = timeit("t1()","from __main__ import t1",number=1000)
print("append:",timer1)
timer2 = timeit("t2()","from __main__ import t2",number=1000)
print("+:",timer2)
timer3 = timeit("t3()","from __main__ import t3",number=1000)
print("i for i in range(n):",timer3)
timer4 = timeit("t4()","from __main__ import t4",number=1000)
print("list(range(n)):",timer4)
timer5 = timeit("t5()","from __main__ import t5",number=1000)
print("li.extend([i]):",timer5)