Python - 数据类型-北京尧图网络

- 泛型泛型一种机制, 在情况下,它允许人们定义函数、类或者方法, 这些函数、类或方法能够在多种各异的数据类型上进行操作, 并且在操作过程中能够始终维系类型安全, 泛型的实现促使编写具备可重用特性的代码成为事实, 而这些可重用代码能够被应用于不同的数据类型, 它确保了代码具备灵活性以及类型正确性。一般而言, 于编程期间, 无需对变量类型予以声明。其类型是基于赋给它的值而被动态确定的。解释器并不执行类型检查, 所以有可能会引发运行时异常。于3.5版本里, 引入了带有类型提示的泛型, 它能让你去指定变量的预期类型, 还能指定函数参数的预期类型, 以及返回值的预期类型, 此功能对减少运行时错误有帮助, 并且能提高代码可读性。泛型借助引入类型变量, 对类型提示的概念予以了扩展, 类型变量所代表的是泛型类型, 在运用泛型函数或者类之际, 能够把它替换成特定类型。定义泛型函数让我们来看一个定义泛型函数的例子from typing import List, TypeVar, Generic T TypeVar(T) def reverse(items: List[T]) - List[T]: return items[::-1]在这里, 我们定义了一个泛型函数, 它被称作“” , 这个函数会接受一个列表, 也就是 List 作为参数, 之后会返回相同类型的列表, 其中类型变量“T”代表泛型类型, 在使用这个函数的时候, 它会被替换为特定类型。使用不同数据类型调用泛型函数() 函数使用不同的数据类型调用numbers [1, 2, 3, 4, 5] reversed_numbers reverse(numbers) print(reversed_numbers) fruits [apple, banana, cherry] reversed_fruits reverse(fruits) print(reversed_fruits)它将产生以下输出[5, 4, 3, 2, 1] [cherry, banana, apple]定义泛型类声明泛型类型, 通常是借助于在类名之后添加类型参数列表来达成。下面给出的示例, 是于泛型类当中运用泛型:from typing import List, TypeVar, Generic T TypeVar(T) class Box(Generic[T]): def __init__(self, item: T): self.item item def get_item(self) - T: return self.item Let us create objects of the above generic class with int and str type box1 Box(42) print(box1.get_item()) box2 Box(Hello) print(box2.get_item())它将产生以下输出42 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