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pipe.py
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"""Pipe module.
Contains pipe function including necessary overloads to get the type-hints right.
Example:
>>> from expression import pipe
>>>
>>> v = 1
>>> fn = lambda x: x + 1
>>> gn = lambda x: x * 2
>>>
>>> assert pipe(v, fn, gn) == gn(fn(v))
"""
from collections.abc import Callable
from typing import Any, TypeVar, TypeVarTuple, cast, overload
from .compose import compose, starcompose
from .misc import starid
_A = TypeVar("_A")
_B = TypeVar("_B")
_C = TypeVar("_C")
_D = TypeVar("_D")
_E = TypeVar("_E")
_F = TypeVar("_F")
_G = TypeVar("_G")
_H = TypeVar("_H")
_T = TypeVar("_T")
_J = TypeVar("_J")
_P = TypeVarTuple("_P")
_Q = TypeVarTuple("_Q")
_X = TypeVarTuple("_X")
_Y = TypeVarTuple("_Y")
_Z = TypeVarTuple("_Z")
@overload
def pipe(__value: _A) -> _A:
...
@overload
def pipe(__value: _A, __fn1: Callable[[_A], _B]) -> _B:
...
@overload
def pipe(__value: _A, __fn1: Callable[[_A], _B], __fn2: Callable[[_B], _C]) -> _C:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
) -> _D:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
) -> _E:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
) -> _F:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
__fn6: Callable[[_F], _G],
) -> _G:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
__fn6: Callable[[_F], _G],
__fn7: Callable[[_G], _H],
) -> _H:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
__fn6: Callable[[_F], _G],
__fn7: Callable[[_G], _H],
__fn8: Callable[[_H], _T],
) -> _T:
...
@overload
def pipe(
__value: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
__fn6: Callable[[_F], _G],
__fn7: Callable[[_G], _H],
__fn8: Callable[[_H], _T],
__fn9: Callable[[_T], _J],
) -> _J:
...
def pipe(__value: Any, *fns: Callable[[Any], Any]) -> Any:
"""Functional pipe (`|>`).
Allows the use of function argument on the left side of the
function.
Example:
>>> pipe(x, fn) == __fn(x) # Same as x |> fn
>>> pipe(x, fn, gn) == gn(fn(x)) # Same as x |> fn |> gn
...
"""
return compose(*fns)(__value)
@overload
def pipe2(__values: tuple[_A, _B]) -> tuple[_A, _B]:
...
@overload
def pipe2(__values: tuple[_A, _B], __fn1: Callable[[_A], Callable[[_B], _C]]) -> _C:
...
@overload
def pipe2(
__values: tuple[_A, _B],
__fn1: Callable[[_A], Callable[[_B], _C]],
__fn2: Callable[[_C], _D],
) -> _D:
...
@overload
def pipe2(
__values: tuple[_A, _B],
__fn1: Callable[[_A], Callable[[_B], _C]],
__fn2: Callable[[_C], _D],
__fn3: Callable[[_D], _E],
) -> _E:
...
def pipe2(__values: Any, *fns: Any) -> Any:
return pipe(fns[0](__values[0])(__values[1]), *fns[1:]) if fns else __values
def pipe3(__values: Any, *fns: Any) -> Any:
return pipe(fns[0](__values[0])(__values[1])(__values[2]), *fns[1:]) if fns else __values
@overload
def starpipe(__args: tuple[*_P], __fn1: Callable[[*_P], _B]) -> _B:
...
@overload
def starpipe(__args: tuple[*_P], __fn1: Callable[[*_P], tuple[*_Q]], __fn2: Callable[[*_Q], _B]) -> _B:
...
@overload
def starpipe(
__args: tuple[*_P],
__fn1: Callable[[*_P], tuple[*_Q]],
__fn2: Callable[[*_Q], tuple[*_X]],
__fn3: Callable[[*_X], _B],
) -> _B:
...
@overload
def starpipe(
__args: tuple[*_P],
__fn1: Callable[[*_P], tuple[*_Q]],
__fn2: Callable[[*_Q], tuple[*_X]],
__fn3: Callable[[*_X], tuple[*_Y]],
__fn4: Callable[[*_Y], _B],
) -> _B:
...
def starpipe(__args: Any, *__fns: Callable[..., Any]) -> Any:
"""Functional pipe_n (`||>`, `||>`, `|||>`, etc).
Allows the use of function arguments on the left side of the
function. Calls the function with tuple arguments unpacked.
Example:
>>> starpipe((x, y), fn) == fn(x, y) # Same as (x, y) ||> fn
>>> starpipe((x, y), fn, gn) == gn(*fn(x)) # Same as (x, y) ||> fn |||> gn
>>> starpipe((x, y), fn, gn, hn) == hn(*gn(*fn(x))) # Same as (x, y) ||> fn |||> gn ||> hn
...
"""
# Cast since unpacked arguments be used with TypeVarTuple
_starid = cast(Callable[..., Any], starid)
fn = __fns[0] if len(__fns) else _starid
return starcompose(*__fns[1:])(fn(*__args))
class PipeMixin:
"""A pipe mixin class that enabled a class to use pipe fluently."""
@overload
def pipe(self: _A, __fn1: Callable[[_A], _B]) -> _B:
...
@overload
def pipe(self: _A, __fn1: Callable[[_A], _B], __fn2: Callable[[_B], _C]) -> _C:
...
@overload
def pipe(
self: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
) -> _D:
...
@overload
def pipe(
self: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
) -> _E:
...
@overload
def pipe(
self: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
) -> _F:
...
@overload
def pipe(
self: _A,
__fn1: Callable[[_A], _B],
__fn2: Callable[[_B], _C],
__fn3: Callable[[_C], _D],
__fn4: Callable[[_D], _E],
__fn5: Callable[[_E], _F],
__fn6: Callable[[_F], _G],
) -> _G:
...
def pipe(self, *args: Any) -> Any:
"""Pipe the left side object through the given functions."""
return pipe(self, *args)
__all__ = ["pipe", "pipe2", "pipe3", "PipeMixin", "starpipe"]