Add Reader

This commit is contained in:
Correl Roush 2018-10-12 17:02:56 -04:00
parent a4a46a46c7
commit b798eb74ba
3 changed files with 136 additions and 0 deletions

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@ -4,3 +4,4 @@ from .monad import Monad
from .list import List
from .maybe import Maybe, Just, Nothing
from .result import Result, Ok, Err
from .reader import Reader

60
monads/reader.py Normal file
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@ -0,0 +1,60 @@
from __future__ import annotations
from functools import reduce, update_wrapper
from typing import Any, Callable, Generic, TypeVar
from .monad import Monad
T = TypeVar("T")
S = TypeVar("S")
Env = TypeVar("Env")
F = Callable[[Env], T]
class Reader(Monad[T], Generic[Env, T]):
def __init__(self, function: F) -> None:
update_wrapper(self, function)
self.function = function
def __call__(self, environment: Env) -> T:
return self.function(environment)
@classmethod
def pure(cls, value: T) -> Reader[Env, T]:
f: F = lambda x: value
return cls(f)
def map(self, function: Callable[[T], S]) -> Reader[Env, S]:
f: Callable[[Env], S] = lambda x: function(self.function(x))
return Reader(f)
def apply(self, r: Reader[Env, Callable[[T], S]]) -> Reader[Env, S]:
f: Callable[[Env], S] = lambda x: r.function(x)(self(x))
return Reader(f)
def bind(self, function: Callable[[T], Reader[Env, S]]) -> Reader[Env, S]:
f: Callable[[Env], S] = lambda x: function(self.function(x))(x)
return Reader(f)
def __eq__(self, other: object): # pragma: no cover
return isinstance(other, Reader) and self.function == other.function
def __repr__(self): # pragma: no cover
module = self.function.__module__
name = self.function.__name__
return f"<Reader {module}.{name}>"
class Curried(Reader[Env, T]):
def __call__(self, *args):
return reduce(lambda f, x: f(x), args, self.function)
def curry(f: Callable):
def wrapped(args, remaining):
if remaining == 0:
return f(*args)
else:
curried = lambda x: wrapped(args + [x], remaining - 1)
return Curried(update_wrapper(curried, f))
return wrapped([], f.__code__.co_argcount)

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tests/test_reader.py Normal file
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import pytest # type: ignore
from typing import Any, Callable, TypeVar
from monads import Functor, Applicative, Reader
from monads.reader import curry
T = TypeVar("T")
S = TypeVar("S")
def test_functor_identity() -> None:
m: Reader = Reader.pure(3)
identity: Callable[[T], T] = lambda x: x
assert m(0) == m.map(identity)(0)
def test_functor_associativity() -> None:
f: Callable[[int], int] = lambda x: x + 1
g: Callable[[int], str] = lambda x: str(x)
m: Reader[int, int] = Reader.pure(3)
assert m.map(lambda x: g(f(x)))(0) == m.map(f).map(g)(0)
def test_applicative_fmap_using_ap() -> None:
f: Callable[[int], int] = lambda x: x + 1
m: Reader[int, int] = Reader.pure(3)
assert m.map(f)(0) == m.apply(Reader.pure(f))(0)
def test_monad_bind() -> None:
expected: Reader[int, int] = Reader.pure(2)
m: Reader[int, int] = Reader.pure(1)
assert expected(0) == m.bind(lambda x: Reader.pure(x + 1))(0)
def test_monad_left_identity() -> None:
n: int = 3
def f(n: int) -> Reader[int, int]:
return Reader.pure(n * 3)
m: Reader[int, int] = Reader.pure(n)
assert m.bind(f)(0) == f(n)(0)
def test_monad_right_identity() -> None:
m: Reader[int, int] = Reader.pure(3)
assert m(0) == m.bind(lambda x: Reader.pure(x))(0)
def test_monad_associativity() -> None:
m: Reader[int, int] = Reader.pure(3)
def f(n: int) -> Reader[int, int]:
return Reader.pure(n * 3)
def g(n: int) -> Reader[int, int]:
return Reader.pure(n + 5)
assert m.bind(f).bind(g)(0) == m.bind(lambda x: f(x).bind(g))(0)
def test_curry() -> None:
def add3(a, b, c):
return a + b + c
assert add3(1, 2, 3) == curry(add3)(1)(2)(3)
def test_call_curried_function_with_multiple_arguments() -> None:
@curry
def add3(a, b, c):
return a + b + c
assert add3(1, 2)(3) == add3(1, 2, 3)