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More monoids
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5 changed files with 111 additions and 20 deletions
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@ -1,5 +1,6 @@
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from .functor import Functor
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from .applicative import Applicative
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from .monad import Monad
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from .list import List
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from .maybe import Maybe, Just, Nothing
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from .result import Result, Ok, Err
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36
monads/list.py
Normal file
36
monads/list.py
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from __future__ import annotations
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from functools import reduce
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from itertools import chain
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from typing import Callable, TypeVar
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from .monad import Monad
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from .monoid import Monoidal
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T = TypeVar("T")
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S = TypeVar("S")
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class List(Monad[T], Monoidal[list]):
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@classmethod
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def pure(cls, value: T) -> List[T]:
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return List([value])
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def bind(self, function: Callable[[T], List[S]]) -> List[S]:
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return reduce(List.mappend, map(function, self.value), List.mzero())
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def map(self, function: Callable[[T], S]) -> List[S]:
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return List(list(map(function, self.value)))
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def apply(self, functor: List[Callable[[T], S]]) -> List[S]:
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return List(
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list(chain.from_iterable([map(f, self.value) for f in functor.value]))
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)
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@classmethod
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def mzero(cls) -> List[T]:
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return cls(list())
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def mappend(self, other: List[T]) -> List[T]:
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return List(self.value + other.value)
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__add__ = mappend
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@ -1,7 +1,8 @@
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from __future__ import annotations
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from functools import reduce
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from numbers import Number
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from typing import Any, Callable, Generic, Iterator, List, Type, TypeVar, Union
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from numbers import Complex
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from decimal import Decimal
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from typing import Any, Callable, Generic, Iterator, Type, TypeVar, Union
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T = TypeVar("T")
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@ -32,3 +33,41 @@ class Monoid(Generic[T]):
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)
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__add__ = mappend
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class Monoidal(Monoid[T]):
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def __repr__(self): # pragma: no cover
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return repr(self.value)
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class String(Monoidal[str]):
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@classmethod
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def mzero(cls) -> Monoidal:
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return cls(str())
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def mappend(self, other: String) -> String:
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return String(self.value + other.value)
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__add__ = mappend
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class Addition(Monoidal[Union[int, float]]):
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@classmethod
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def mzero(cls) -> Addition:
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return cls(0)
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def mappend(self, other: Addition) -> Addition:
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return Addition(self.value + other.value)
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__add__ = mappend
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class Multiplication(Monoidal[Union[int, float]]):
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@classmethod
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def mzero(cls) -> Multiplication:
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return cls(1)
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def mappend(self, other: Multiplication) -> Multiplication:
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return Multiplication(self.value * other.value)
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__add__ = mappend
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@ -1,8 +1,8 @@
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import pytest # type: ignore
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from typing import Type
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from monads import Maybe, Result
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from monads import Maybe, List, Result
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@pytest.fixture(scope="module", params=[Maybe, Result])
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@pytest.fixture(scope="module", params=[Maybe, List, Result])
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def monad(request) -> Type:
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return request.param
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@ -1,36 +1,51 @@
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import pytest # type: ignore
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from typing import Any, Callable, Type
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from typing import Any, Callable, Tuple, Type
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from monads.monoid import Monoid
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from monads.list import List
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from monads.monoid import Monoid, String, Addition, Multiplication
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from monads.maybe import First, Last, Just
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Constructor = Callable[[Any], Monoid]
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Constructor = Tuple[Type, Callable[[Any], Any]]
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@pytest.fixture(
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scope="module", params=[lambda x: First(Just(x)), lambda x: Last(Just(x))]
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scope="module",
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params=[
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(First, lambda x: Just(x)),
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(Last, lambda x: Just(x)),
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(String, lambda x: str(x)),
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(Addition, lambda x: x),
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(Multiplication, lambda x: x),
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(List, lambda x: [x]),
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],
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)
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def monoid(request) -> Constructor:
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def constructor(request) -> Constructor:
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return request.param
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def test_associative(monoid: Constructor) -> None:
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a: Monoid = monoid(1)
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b: Monoid = monoid(2)
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c: Monoid = monoid(3)
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def construct(constructor: Constructor, value: Any) -> Monoid:
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cls, builder = constructor
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return cls(builder(value))
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def test_associative(constructor: Constructor) -> None:
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a: Monoid = construct(constructor, 1)
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b: Monoid = construct(constructor, 2)
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c: Monoid = construct(constructor, 3)
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assert (a + b) + c == a + (b + c)
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def test_mconcat_empty(monoid: Constructor) -> None:
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cls: Type = type(monoid(1))
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def test_mconcat_empty(constructor: Constructor) -> None:
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cls, _ = constructor
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zero: Monoid = cls.mzero()
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assert zero == cls.mconcat([])
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def test_mconcat(monoid: Constructor) -> None:
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cls: Type = type(monoid(1))
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a: Monoid = monoid(1)
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b: Monoid = monoid(2)
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c: Monoid = monoid(3)
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def test_mconcat(constructor: Constructor) -> None:
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cls, _ = constructor
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a: Monoid = construct(constructor, 1)
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b: Monoid = construct(constructor, 2)
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c: Monoid = construct(constructor, 3)
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expected: Monoid = a.mappend(b).mappend(c)
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assert expected == cls.mconcat([a, b, c])
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