numbers The Python numbers module provides an abstract hierarchy of numeric types. It defines a set of abstract base classes (ABCs) that describe the various numeric types and their behaviors in Python. This module is useful for checking whether an object is a number and for creating your own numeric types. Here’s an example: >>> import numbers >>> isinstance(5, numbers.Number) True Key Features Provides abstract base classes for numeric types Enables type checking for numbers Allows creation of custom numeric types Frequently Used Classes and Functions Object Type Description numbers.Number Class Provides an ABC for all numbers numbers.Complex Class Provides an ABC for complex numbers numbers.Real Class Provides an ABC for real numbers numbers.Rational Class Provides an ABC for rational numbers numbers.Integral Class Provides an ABC for integral numbers Examples Check whether a number is an instance of a numeric type: >>> import numbers >>> isinstance(3.14, numbers.Real) True Define a custom numeric type by subclassing: >>> class RealNumber(numbers.Real): ... def __float__(self): ... return 3.14 ... ... # Rest of the implementation here... Note: For this class to work, it has to provide concrete implementations for all the abstract methods in the numbers.Real abstract base class: >>> import numbers >>> numbers.Real.__abstractmethods__ frozenset( { '__float__', '__radd__', '__floordiv__', ... '__pos__', '__neg__'} ) Common Use Cases Verifying whether a value is of a numeric type Implementing custom numeric types with specific behaviors Ensuring type compatibility in numeric computations Real-World Example Suppose you want to create a custom numeric type that represents a constant value. You can use the numbers module to ensure your custom type behaves like a real number: >>> import numbers >>> class Constant(numbers.Real): ... def __init__(self, value): ... self.value = value ... ... def __float__(self): ... return float(self.value) ... ... def __add__(self, other): ... return Constant(self.value + float(other)) ... ... def __repr__(self): ... return f"Constant({self.value})" ... ... # Rest of the implementation here... >>> c = Constant(10) >>> c + 5 Constant(15.0) >>> isinstance(c, numbers.Real) True By subclassing numbers.Real, you ensure that your Constant class behaves like a real number, allowing you to integrate it seamlessly with existing numeric operations.