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python 生成器

python 生成器

作者: 浮华_e823 | 来源:发表于2018-09-04 08:42 被阅读0次

    生成器

    在Python中,这种一边循环一边计算的机制,称为生成器:generator。

    创建生成器方法1

    要创建一个生成器,有很多种方法。第一种方法很简单,只要把一个列表生成式的 [ ] 改成 ( )
    可以用next(list)打印出来

    In [18]: l = [x for x in range(5)]
    
    In [19]: l
    Out[19]: [0, 1, 2, 3, 4]
    
    In [20]: l = (x for x in range(5))
    
    In [21]: l
    Out[21]: <generator object <genexpr> at 0x7f92fadaed58>
    In [22]: next(l)
    Out[22]: 0
    
    In [23]: next(l)
    Out[23]: 1
    
    In [24]: next(l)
    Out[24]: 2
    
    In [25]: next(l)
    Out[25]: 3
    
    In [26]: next(l)
    Out[26]: 4
    
    In [27]: next(l)
    ---------------------------------------------------------------------------
    StopIteration                             Traceback (most recent call last)
    <ipython-input-27-101c36968c6d> in <module>()
    ----> 1 next(l)
    

    创建生成器方法2

    著名的斐波拉契数列(Fibonacci),除第一个和第二个数外,任意一个数都可由前两个数相加得到:

    In [28]: def fib(times):
       ....:     n = 0
       ....:     a,b = 0,1
       ....:     while n<times:
       ....:         print(b)
       ....:         a,b = b,a+b
       ....:         n+=1
       ....:     return 'done'
       ....: 
    
    In [29]: fib(5)
    1
    1
    2
    3
    5
    Out[29]: 'done'
    
    In [30]: def fib(times):
       ....:     n = 0
       ....:     a,b = 0,1
       ....:     while n<times:
       ....:         yield b
       ....:         a,b = b,a+b
       ....:         n+=1
       ....:     return 'done'
       ....: 
    
    In [31]: F = fib(5)
    
    In [32]: next(F)
    Out[32]: 1
    
    In [33]: next(F)
    Out[33]: 1
    
    In [34]: next(F)
    Out[34]: 2
    
    In [35]: next(F)
    Out[35]: 3
    
    In [36]: next(F)
    Out[36]: 5
    
    In [37]: next(F)
    ---------------------------------------------------------------------------
    StopIteration                             Traceback (most recent call last)
    <ipython-input-37-8c2b02b4361a> in <module>()
    ----> 1 next(F)
    

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