typing_ex 0.1.31

A package for extended built-in types

typing_ex

A python package for extended typing (python 3.8+)

Notice: yet to be heavily tested, only simple tests are passed.

Frozen frozen.py

• FrozenList: Immutable list
• FrozenDict: Immutable dict
• frozen_copy: Create frozen copy of supported types (Sequence, Set, Mapping)

TypeInfo type_info.py

• TypeInfo: provide type information and run-time type checking
  • TypeInfo[...].type: type
  • TypeInfo[...]..origin: unsubscripted type
  • TypeInfo[...]..args: type arguments
  • TypeInfo[...]..name: name of type (including arguments)
  • TypeInfo.check_union(t1, t2): check if union type t1 fulfill union type t2
  • TypeInfo[...].check_value(value): check if value matches the type in type info
  • TypeInfo[...].is_*: check if type is _

# type_a | type_b is only supported when python >= 3.10
TypeInfo[list[int | str]].name # list[int | str]
TypeInfo.check_union(int | str, str | int) # True
TypeInfo.check_union(int, int | str) # True
TypeInfo.check_union(int, Union[int | str]) # True
TypeInfo.check_union(Union[int, str], Union[str, int]) # True
TypeInfo.check_union(int | str, str) # False
TypeInfo.check_union(int | str, int | float) # False
TypeInfo.check_union(Union[int, str], int | float) # False
TypeInfo[int | str].check_value(123) # True
TypeInfo[list[int | str]].check_value([1, "2", 3]) # True
TypeInfo[list[int]].check_value([1, "2", 3]) # False
TypeInfo[list[int | str]].check_value([1.0, "2", 3]) # False

TypedDefaultDict typed_defaultdict.py

• TypedDefaultDict: combining features of TypedDict and defaultdict with type checking in __init__, __setitem__ and __setattr__

• Good for writing schema as a class for JSON/YAML/XML/etc. data which provides both static and runtime type checking.

class TestDict(TypedDefaultDict):
    foo: str | None = "bar" # default value is "bar"
    bar: list[str] = [] # default value is []

testdict = TestDict()
testdict["foo"] # "bar"
testdict.foo # "bar"
testdict.bar # []
# check type and unexpected properties on assignment
testdict.abcd # raises `UnknownPropertyError`
testdict.foo = 123 # raises `PropertyValueError`
testdict = TestDict( # raises `PropertyValueError`
    foo = 123
)

# example of loading from JSON
with open("test.json", "r") as f:
    # will also check on init
    testdict = TestDict(json.load(f))

EnumEx enum_ex.py

• EnumEx is a Enum like class that support enum aliasing (keeping same value but different name).
  • EnumEx.__iter__: a generator of all non-alias enum instances.
  • EnumEx.names: a tuple of all enum names.
  • EnumEx.values: a tuple of all enum values.
  • EnumEx.enums: a tuple of all enum instances.
  • EnumEx.value_type: returns __value_type__ if defined, int otherwise.

class AliasedEnum(EnumEx):
    __value_type__ = str # default is int
    foo = "1"
    foo2 = foo # alias
    bar = "2"
    bar2 = bar # alias

foo.name # "foo"
foo.value # 1

foo2.name # "foo2"
foo2.value # 1
foo2.orig_name # "foo"

bar2.name # "bar2"
bar2.value # 2
bar2.orig_name # "bar"