60 lines
		
	
	
		
			1.7 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
			
		
		
	
	
			60 lines
		
	
	
		
			1.7 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
| ---
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| title: Generators
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| localeTitle: 发电机
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| ---
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| ## 发电机
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| 
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| 生成器是一种特殊类型的函数,它允许您在不结束函数的情况下返回值。它通过使用`yield`关键字来实现。与`return`类似, `yield`表达式将向调用者返回一个值。两者之间的关键区别在于`yield`将暂停该函数,允许将来返回更多值。
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| 
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| 生成器是可迭代的,因此它们可以与for循环或任何其他迭代一起使用。
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| 
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| ```python
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| def my_generator(): 
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|     yield 'hello' 
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|     yield 'world' 
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|     yield '!' 
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|  
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|  for item in my_generator(): 
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|     print(item) 
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|  
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|  # output: 
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|  # hello 
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|  # world 
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|  # ! 
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| ```
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| 
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| 与其他迭代器一样,生成器可以传递给`next`函数以检索下一个项目。当生成器没有更多值可以生成时,会引发`StopIteration`错误。
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| 
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| ```python
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| g = my_generator() 
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|  print(next(g)) 
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|  # 'hello' 
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|  print(next(g)) 
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|  # 'world' 
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|  print(next(g)) 
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|  # '!' 
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|  print(next(g)) 
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|  # Traceback (most recent call last): 
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|  #   File "<stdin>", line 1, in <module> 
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|  # StopIteration 
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| ```
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| 
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| 当您需要创建大量值但不需要将它们全部保存在内存中时,生成器特别有用。例如,如果您需要打印第一百万个斐波那契数字,通常会返回一百万个值的列表并迭代列表以打印每个值。但是使用生成器,您可以一次返回一个值:
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| 
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| ```python
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| def fib(n): 
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|     a = 1 
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|     b = 1 
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|     for i in range(n): 
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|         yield a 
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|         a, b = b, a + b 
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|  
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|  for x in fib(1000000): 
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|     print(x) 
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| ```
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| 
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| ### 更多信息
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| 
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| *   [PEP 255](https://www.python.org/dev/peps/pep-0255/)
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| *   [Python Wiki](https://wiki.python.org/moin/Generators)
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| *   [收益表文件](https://docs.python.org/2/reference/simple_stmts.html#yield) |