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What tools can be used to determine the type of a variable in Python?

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Answer from AI

In Python, you can determine the type of a variable in several ways:

  1. type() function — returns the type of an object.
x = 10
print(type(x))  # <class 'int'>
  1. isinstance() function — checks if an object is an instance of a specified type or its subclass.
x = [1, 2, 3]
print(isinstance(x, list))  # True
  1. Type annotations (type hints) — do not determine the type at runtime but assist static code analysis.
def func(a: int) -> str:
    return str(a)

For dynamic runtime checks, type() and isinstance() are most commonly used.