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python-typing's Introduction

Python Typing

https://docs.python.org/3/library/typing.html

Basic Types

Int

length: int 
length: int = 10

Float

width: float 
width: float = 100

Strings

name: str 
name: str = "rectangle"

Boolean

is_square: bool 
is_square: bool = False

Collections

List

  • ordered
  • changeable
  • allow duplicate values
x: List[int] = [1, 2]
a: List[float] = [1.0, 4.6, 9.1]

Dicts

  • ordered*
  • changeable
  • not allow duplicates.
  • Python 3.7 dictionaries are ordered, Python 3.6 and earlier dictionaries are unordered
x: Dict[str, float] = {'length': 10.0, 'width': 100.0}

Set

  • collections
  • unordered
  • unindexed
x: Set[str] = {'rect', 'square'}

Tuple

  • ordered
  • unchangeable
x: Tuple[str, float, float] = ("rect", 10.0, 100.0)

Other

Any

a: Any
a = None    # type: Any
a = []      # OK
a = 2       # OK

Union

def add_two_integers_or_floats(x: Union[int, float], y: Union[int, float]) -> Union[int, float]:
    return x + y

Optional

aux : Optional[str]: #Union[X, None]
aux = None

Aliases

F = List[float] # Aliasing list of floats
a: F = [1.0, 4.6, 9.1]

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