fp_library/types/

vec.rs

//! Functional programming trait implementations for the standard library [`Vec`] type.
//!
//! Extends `Vec` with [`Functor`](crate::classes::Functor), [`Monad`](crate::classes::semimonad::Semimonad), [`Foldable`](crate::classes::Foldable), [`Traversable`](crate::classes::Traversable), [`Filterable`](crate::classes::Filterable), [`Witherable`](crate::classes::Witherable), and parallel folding instances.

#[fp_macros::document_module]
mod inner {
	use crate::{
		Apply,
		brands::{OptionBrand, VecBrand},
		classes::{
			Applicative, ApplyFirst, ApplySecond, CloneableFn, Compactable, Filterable, Foldable,
			Functor, Lift, Monoid, ParFoldable, Pointed, Semiapplicative, Semigroup, Semimonad,
			SendCloneableFn, Traversable, Witherable,
		},
		impl_kind,
		kinds::*,
	};
	use fp_macros::document_parameters;
	#[cfg(feature = "rayon")]
	use rayon::prelude::*;

	impl_kind! {
		for VecBrand {
			type Of<'a, A: 'a>: 'a = Vec<A>;
		}
	}

	impl VecBrand {
		/// Constructs a new vector by prepending a value to an existing vector.
		///
		/// This method creates a new vector with the given head element followed by the elements of the tail vector.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters("The type of the elements in the vector.")]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"A value to prepend to the vector.",
			"A vector to prepend the value to."
		)]
		///
		/// ### Returns
		///
		/// A new vector consisting of the `head` element prepended to the `tail` vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::brands::VecBrand;
		///
		/// let head = 1;
		/// let tail = vec![2, 3];
		/// let new_vec = VecBrand::construct(head, tail);
		/// assert_eq!(new_vec, vec![1, 2, 3]);
		///
		/// let empty_tail = vec![];
		/// let single_element = VecBrand::construct(42, empty_tail);
		/// assert_eq!(single_element, vec![42]);
		/// ```
		pub fn construct<A>(
			head: A,
			tail: Vec<A>,
		) -> Vec<A>
		where
			A: Clone,
		{
			[vec![head], tail].concat()
		}

		/// Deconstructs a slice into its head element and tail vector.
		///
		/// This method splits a slice into its first element and the rest of the elements as a new vector.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters("The type of the elements in the vector.")]
		///
		/// ### Parameters
		///
		#[document_parameters("The vector slice to deconstruct.")]
		///
		/// ### Returns
		///
		/// An [`Option`] containing a tuple of the head element and the remaining tail vector,
		/// or [`None`] if the slice is empty.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::brands::VecBrand;
		///
		/// let vec = vec![1, 2, 3];
		/// let deconstructed = VecBrand::deconstruct(&vec);
		/// assert_eq!(deconstructed, Some((1, vec![2, 3])));
		///
		/// let empty: Vec<i32> = vec![];
		/// assert_eq!(VecBrand::deconstruct(&empty), None);
		/// ```
		pub fn deconstruct<A>(slice: &[A]) -> Option<(A, Vec<A>)>
		where
			A: Clone,
		{
			match slice {
				[] => None,
				[head, tail @ ..] => Some((head.clone(), tail.to_vec())),
			}
		}
	}

	impl Functor for VecBrand {
		/// Maps a function over the vector.
		///
		/// This method applies a function to each element of the vector, producing a new vector with the transformed values.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements in the vector.",
			"The type of the elements in the resulting vector.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The function to apply to each element.", "The vector to map over.")]
		///
		/// ### Returns
		///
		/// A new vector containing the results of applying the function.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// assert_eq!(map::<VecBrand, _, _, _>(|x: i32| x * 2, vec![1, 2, 3]), vec![2, 4, 6]);
		/// ```
		fn map<'a, A: 'a, B: 'a, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>)
		where
			Func: Fn(A) -> B + 'a,
		{
			fa.into_iter().map(func).collect()
		}
	}

	impl Lift for VecBrand {
		/// Lifts a binary function into the vector context (Cartesian product).
		///
		/// This method applies a binary function to all pairs of elements from two vectors, producing a new vector containing the results (Cartesian product).
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements in the first vector.",
			"The type of the elements in the second vector.",
			"The type of the elements in the resulting vector.",
			"The type of the binary function."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The binary function to apply.",
			"The first vector.",
			"The second vector."
		)]
		///
		/// ### Returns
		///
		/// A new vector containing the results of applying the function to all pairs of elements.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// assert_eq!(
		///     lift2::<VecBrand, _, _, _, _>(|x, y| x + y, vec![1, 2], vec![10, 20]),
		///     vec![11, 21, 12, 22]
		/// );
		/// ```
		fn lift2<'a, A, B, C, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
			fb: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>),
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, C>)
		where
			Func: Fn(A, B) -> C + 'a,
			A: Clone + 'a,
			B: Clone + 'a,
			C: 'a,
		{
			fa.iter().flat_map(|a| fb.iter().map(|b| func(a.clone(), b.clone()))).collect()
		}
	}

	impl Pointed for VecBrand {
		/// Wraps a value in a vector.
		///
		/// This method creates a new vector containing the single given value.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters("The lifetime of the value.", "The type of the value to wrap.")]
		///
		/// ### Parameters
		///
		#[document_parameters("The value to wrap.")]
		///
		/// ### Returns
		///
		/// A vector containing the single value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::VecBrand;
		///
		/// assert_eq!(pure::<VecBrand, _>(5), vec![5]);
		/// ```
		fn pure<'a, A: 'a>(a: A) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>) {
			vec![a]
		}
	}

	impl ApplyFirst for VecBrand {}
	impl ApplySecond for VecBrand {}

	impl Semiapplicative for VecBrand {
		/// Applies wrapped functions to wrapped values (Cartesian product).
		///
		/// This method applies each function in the first vector to each value in the second vector, producing a new vector containing all the results.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the values.",
			"The brand of the cloneable function wrapper.",
			"The type of the input values.",
			"The type of the output values."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The vector containing the functions.",
			"The vector containing the values."
		)]
		///
		/// ### Returns
		///
		/// A new vector containing the results of applying each function to each value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, classes::*, functions::*};
		///
		/// let funcs = vec![
		///     cloneable_fn_new::<RcFnBrand, _, _>(|x: i32| x + 1),
		///     cloneable_fn_new::<RcFnBrand, _, _>(|x: i32| x * 2),
		/// ];
		/// assert_eq!(apply::<RcFnBrand, VecBrand, _, _>(funcs, vec![1, 2]), vec![2, 3, 2, 4]);
		/// ```
		fn apply<'a, FnBrand: 'a + CloneableFn, A: 'a + Clone, B: 'a>(
			ff: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, <FnBrand as CloneableFn>::Of<'a, A, B>>),
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>) {
			ff.iter().flat_map(|f| fa.iter().map(move |a| f(a.clone()))).collect()
		}
	}

	impl Semimonad for VecBrand {
		/// Chains vector computations (`flat_map`).
		///
		/// This method applies a function that returns a vector to each element of the input vector, and then flattens the result.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements in the input vector.",
			"The type of the elements in the output vector.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The first vector.",
			"The function to apply to each element, returning a vector."
		)]
		///
		/// ### Returns
		///
		/// A new vector containing the flattened results.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::VecBrand;
		///
		/// assert_eq!(
		///     bind::<VecBrand, _, _, _>(vec![1, 2], |x| vec![x, x * 2]),
		///     vec![1, 2, 2, 4]
		/// );
		/// ```
		fn bind<'a, A: 'a, B: 'a, Func>(
			ma: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
			func: Func,
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>)
		where
			Func: Fn(A) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>) + 'a,
		{
			ma.into_iter().flat_map(func).collect()
		}
	}

	impl Foldable for VecBrand {
		/// Folds the vector from the right.
		///
		/// This method performs a right-associative fold of the vector.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The brand of the cloneable function to use.",
			"The type of the elements in the vector.",
			"The type of the accumulator.",
			"The type of the folding function."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The folding function.", "The initial value.", "The vector to fold.")]
		///
		/// ### Returns
		///
		/// The final accumulator value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// assert_eq!(fold_right::<RcFnBrand, VecBrand, _, _, _>(|x: i32, acc| x + acc, 0, vec![1, 2, 3]), 6);
		/// ```
		fn fold_right<'a, FnBrand, A: 'a, B: 'a, Func>(
			func: Func,
			initial: B,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> B
		where
			Func: Fn(A, B) -> B + 'a,
			FnBrand: CloneableFn + 'a,
		{
			fa.into_iter().rev().fold(initial, |acc, x| func(x, acc))
		}

		/// Folds the vector from the left.
		///
		/// This method performs a left-associative fold of the vector.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The brand of the cloneable function to use.",
			"The type of the elements in the vector.",
			"The type of the accumulator.",
			"The type of the folding function."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The function to apply to the accumulator and each element.",
			"The initial value of the accumulator.",
			"The vector to fold."
		)]
		///
		/// ### Returns
		///
		/// The final accumulator value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// assert_eq!(fold_left::<RcFnBrand, VecBrand, _, _, _>(|acc, x: i32| acc + x, 0, vec![1, 2, 3]), 6);
		/// ```
		fn fold_left<'a, FnBrand, A: 'a, B: 'a, Func>(
			func: Func,
			initial: B,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> B
		where
			Func: Fn(B, A) -> B + 'a,
			FnBrand: CloneableFn + 'a,
		{
			fa.into_iter().fold(initial, func)
		}

		/// Maps the values to a monoid and combines them.
		///
		/// This method maps each element of the vector to a monoid and then combines the results using the monoid's `append` operation.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The brand of the cloneable function to use.",
			"The type of the elements in the vector.",
			"The type of the monoid.",
			"The type of the mapping function."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The mapping function.", "The vector to fold.")]
		///
		/// ### Returns
		///
		/// The combined monoid value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// assert_eq!(
		///     fold_map::<RcFnBrand, VecBrand, _, _, _>(|x: i32| x.to_string(), vec![1, 2, 3]),
		///     "123".to_string()
		/// );
		/// ```
		fn fold_map<'a, FnBrand, A: 'a, M, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> M
		where
			M: Monoid + 'a,
			Func: Fn(A) -> M + 'a,
			FnBrand: CloneableFn + 'a,
		{
			fa.into_iter().map(func).fold(M::empty(), |acc, x| M::append(acc, x))
		}
	}

	impl Traversable for VecBrand {
		/// Traverses the vector with an applicative function.
		///
		/// This method maps each element of the vector to a computation, evaluates them, and combines the results into an applicative context.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements in the traversable structure.",
			"The type of the elements in the resulting traversable structure.",
			"The applicative context.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The function to apply to each element, returning a value in an applicative context.",
			"The vector to traverse."
		)]
		///
		/// ### Returns
		///
		/// The vector wrapped in the applicative context.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::{OptionBrand, VecBrand};
		///
		/// assert_eq!(
		///     traverse::<VecBrand, _, _, OptionBrand, _>(|x| Some(x * 2), vec![1, 2, 3]),
		///     Some(vec![2, 4, 6])
		/// );
		/// ```
		fn traverse<'a, A: 'a + Clone, B: 'a + Clone, F: Applicative, Func>(
			func: Func,
			ta: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>)>)
		where
			Func: Fn(A) -> Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>) + 'a,
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>): Clone,
			Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>): Clone,
		{
			let len = ta.len();
			ta.into_iter().fold(F::pure(Vec::with_capacity(len)), |acc, x| {
				F::lift2(
					|mut v, b| {
						v.push(b);
						v
					},
					acc,
					func(x),
				)
			})
		}
		/// Sequences a vector of applicative.
		///
		/// This method evaluates the computations inside the vector and accumulates the results into an applicative context.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements in the traversable structure.",
			"The applicative context."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The vector containing the applicative values.")]
		///
		/// ### Returns
		///
		/// The vector wrapped in the applicative context.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::{OptionBrand, VecBrand};
		///
		/// assert_eq!(
		///     sequence::<VecBrand, _, OptionBrand>(vec![Some(1), Some(2)]),
		///     Some(vec![1, 2])
		/// );
		/// ```
		fn sequence<'a, A: 'a + Clone, F: Applicative>(
			ta: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>)>)
		) -> Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>)>)
		where
			Apply!(<F as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>): Clone,
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>): Clone,
		{
			let len = ta.len();
			ta.into_iter().fold(F::pure(Vec::with_capacity(len)), |acc, x| {
				F::lift2(
					|mut v, a| {
						v.push(a);
						v
					},
					acc,
					x,
				)
			})
		}
	}

	/// ### Type Parameters
	///
	#[document_type_parameters("The type of the elements in the vector.")]
	impl<A: Clone> Semigroup for Vec<A> {
		/// Appends one vector to another.
		///
		/// This method concatenates two vectors.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Parameters
		///
		#[document_parameters("The first vector.", "The second vector.")]
		///
		/// ### Returns
		///
		/// The concatenated vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		///
		/// assert_eq!(append(vec![1, 2], vec![3, 4]), vec![1, 2, 3, 4]);
		/// ```
		fn append(
			a: Self,
			b: Self,
		) -> Self {
			[a, b].concat()
		}
	}

	/// ### Type Parameters
	///
	#[document_type_parameters("The type of the elements in the vector.")]
	impl<A: Clone> Monoid for Vec<A> {
		/// Returns an empty vector.
		///
		/// This method returns a new, empty vector.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Returns
		///
		/// An empty vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		///
		/// assert_eq!(empty::<Vec<i32>>(), vec![]);
		/// ```
		fn empty() -> Self {
			Vec::new()
		}
	}

	impl ParFoldable for VecBrand {
		/// Maps values to a monoid and combines them in parallel.
		///
		/// This method maps each element of the vector to a monoid and then combines the results using the monoid's `append` operation. The mapping and combination operations may be executed in parallel.
		///
		/// **Note: The `rayon` feature must be enabled to use parallel iteration.**
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The brand of the cloneable function wrapper.",
			"The element type.",
			"The monoid type."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The thread-safe function to map each element to a monoid.",
			"The vector to fold."
		)]
		///
		/// ### Returns
		///
		/// The combined monoid value.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// let v = vec![1, 2, 3];
		/// let f = send_cloneable_fn_new::<ArcFnBrand, _, _>(|x: i32| x.to_string());
		/// assert_eq!(par_fold_map::<ArcFnBrand, VecBrand, _, _>(f, v), "123".to_string());
		/// ```
		fn par_fold_map<'a, FnBrand, A, M>(
			func: <FnBrand as SendCloneableFn>::SendOf<'a, A, M>,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> M
		where
			FnBrand: 'a + SendCloneableFn,
			A: 'a + Clone + Send + Sync,
			M: Monoid + Send + Sync + 'a,
		{
			#[cfg(feature = "rayon")]
			{
				fa.into_par_iter().map(|a| func(a)).reduce(M::empty, |acc, m| M::append(acc, m))
			}
			#[cfg(not(feature = "rayon"))]
			{
				#[allow(clippy::redundant_closure)] // Required for move semantics
				fa.into_iter().map(|a| func(a)).fold(M::empty(), |acc, m| M::append(acc, m))
			}
		}
	}

	impl Compactable for VecBrand {
		/// Compacts a vector of options.
		///
		/// This method flattens a vector of options, discarding `None` values.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters("The lifetime of the elements.", "The type of the elements.")]
		///
		/// ### Parameters
		///
		#[document_parameters("The vector of options.")]
		///
		/// ### Returns
		///
		/// The flattened vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::VecBrand;
		///
		/// let x = vec![Some(1), None, Some(2)];
		/// let y = compact::<VecBrand, _>(x);
		/// assert_eq!(y, vec![1, 2]);
		/// ```
		fn compact<'a, A: 'a>(
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<
			'a,
			Apply!(<OptionBrand as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		>)
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>) {
			fa.into_iter().flatten().collect()
		}

		/// Separates a vector of results.
		///
		/// This method separates a vector of results into a pair of vectors.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the error value.",
			"The type of the success value."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The vector of results.")]
		///
		/// ### Returns
		///
		/// A pair of vectors.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// let x = vec![Ok(1), Err("error"), Ok(2)];
		/// let (errs, oks) = separate::<VecBrand, _, _>(x);
		/// assert_eq!(oks, vec![1, 2]);
		/// assert_eq!(errs, vec!["error"]);
		/// ```
		fn separate<'a, E: 'a, O: 'a>(
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Result<O, E>>)
		) -> (
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, E>),
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, O>),
		) {
			let mut oks = Vec::new();
			let mut errs = Vec::new();
			for result in fa {
				match result {
					Ok(o) => oks.push(o),
					Err(e) => errs.push(e),
				}
			}
			(errs, oks)
		}
	}

	impl Filterable for VecBrand {
		/// Partitions a vector based on a function that returns a result.
		///
		/// This method partitions a vector based on a function that returns a result.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the input value.",
			"The type of the error value.",
			"The type of the success value.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The function to apply.", "The vector to partition.")]
		///
		/// ### Returns
		///
		/// A pair of vectors.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// let x = vec![1, 2, 3, 4];
		/// let (errs, oks) = partition_map::<VecBrand, _, _, _, _>(|a| if a % 2 == 0 { Ok(a) } else { Err(a) }, x);
		/// assert_eq!(oks, vec![2, 4]);
		/// assert_eq!(errs, vec![1, 3]);
		/// ```
		fn partition_map<'a, A: 'a, E: 'a, O: 'a, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> (
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, E>),
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, O>),
		)
		where
			Func: Fn(A) -> Result<O, E> + 'a,
		{
			let mut oks = Vec::new();
			let mut errs = Vec::new();
			for a in fa {
				match func(a) {
					Ok(o) => oks.push(o),
					Err(e) => errs.push(e),
				}
			}
			(errs, oks)
		}
		/// Partitions a vector based on a predicate.
		///
		/// This method partitions a vector based on a predicate.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements.",
			"The type of the predicate."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The predicate.", "The vector to partition.")]
		///
		/// ### Returns
		///
		/// A pair of vectors.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// let x = vec![1, 2, 3, 4];
		/// let (not_satisfied, satisfied) = partition::<VecBrand, _, _>(|a| a % 2 == 0, x);
		/// assert_eq!(satisfied, vec![2, 4]);
		/// assert_eq!(not_satisfied, vec![1, 3]);
		/// ```
		fn partition<'a, A: 'a + Clone, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> (
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		)
		where
			Func: Fn(A) -> bool + 'a,
		{
			let (satisfied, not_satisfied): (Vec<A>, Vec<A>) =
				fa.into_iter().partition(|a| func(a.clone()));
			(not_satisfied, satisfied)
		}

		/// Maps a function over a vector and filters out `None` results.
		///
		/// This method maps a function over a vector and filters out `None` results.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the input value.",
			"The type of the result of applying the function.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The function to apply.", "The vector to filter and map.")]
		///
		/// ### Returns
		///
		/// The filtered and mapped vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::VecBrand;
		///
		/// let x = vec![1, 2, 3, 4];
		/// let y = filter_map::<VecBrand, _, _, _>(|a| if a % 2 == 0 { Some(a * 2) } else { None }, x);
		/// assert_eq!(y, vec![4, 8]);
		/// ```
		fn filter_map<'a, A: 'a, B: 'a, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>)
		where
			Func: Fn(A) -> Option<B> + 'a,
		{
			fa.into_iter().filter_map(func).collect()
		}

		/// Filters a vector based on a predicate.
		///
		/// This method filters a vector based on a predicate.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The type of the elements.",
			"The type of the predicate."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The predicate.", "The vector to filter.")]
		///
		/// ### Returns
		///
		/// The filtered vector.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::VecBrand;
		///
		/// let x = vec![1, 2, 3, 4];
		/// let y = filter::<VecBrand, _, _>(|a| a % 2 == 0, x);
		/// assert_eq!(y, vec![2, 4]);
		/// ```
		fn filter<'a, A: 'a + Clone, Func>(
			func: Func,
			fa: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>)
		where
			Func: Fn(A) -> bool + 'a,
		{
			fa.into_iter().filter(|a| func(a.clone())).collect()
		}
	}

	impl Witherable for VecBrand {
		/// Partitions a vector based on a function that returns a result in an applicative context.
		///
		/// This method partitions a vector based on a function that returns a result in an applicative context.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the elements.",
			"The applicative context.",
			"The type of the input value.",
			"The type of the error value.",
			"The type of the success value.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters("The function to apply.", "The vector to partition.")]
		///
		/// ### Returns
		///
		/// The partitioned vector wrapped in the applicative context.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::{brands::*, functions::*};
		///
		/// let x = vec![1, 2, 3, 4];
		/// let y = wilt::<VecBrand, OptionBrand, _, _, _, _>(|a| Some(if a % 2 == 0 { Ok(a) } else { Err(a) }), x);
		/// assert_eq!(y, Some((vec![1, 3], vec![2, 4])));
		/// ```
		fn wilt<'a, M: Applicative, A: 'a + Clone, E: 'a + Clone, O: 'a + Clone, Func>(
			func: Func,
			ta: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<
		'a,
		(
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, E>),
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, O>),
		),
	>)
		where
			Func:
				Fn(A) -> Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Result<O, E>>) + 'a,
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Result<O, E>>): Clone,
			Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Result<O, E>>): Clone,
		{
			ta.into_iter().fold(M::pure((Vec::new(), Vec::new())), |acc, x| {
				M::lift2(
					|mut pair, res| {
						match res {
							Ok(o) => pair.1.push(o),
							Err(e) => pair.0.push(e),
						}
						pair
					},
					acc,
					func(x),
				)
			})
		}

		/// Maps a function over a vector and filters out `None` results in an applicative context.
		///
		/// This method maps a function over a vector and filters out `None` results in an applicative context.
		///
		/// ### Type Signature
		///
		#[document_signature]
		///
		/// ### Type Parameters
		///
		#[document_type_parameters(
			"The lifetime of the values.",
			"The applicative context.",
			"The type of the elements in the input structure.",
			"The type of the result of applying the function.",
			"The type of the function to apply."
		)]
		///
		/// ### Parameters
		///
		#[document_parameters(
			"The function to apply to each element, returning an `Option` in an applicative context.",
			"The vector to filter and map."
		)]
		///
		/// ### Returns
		///
		/// The filtered and mapped vector wrapped in the applicative context.
		///
		/// ### Examples
		///
		/// ```
		/// use fp_library::functions::*;
		/// use fp_library::brands::{VecBrand, OptionBrand};
		///
		/// let x = vec![1, 2, 3, 4];
		/// let y = wither::<VecBrand, OptionBrand, _, _, _>(|a| Some(if a % 2 == 0 { Some(a * 2) } else { None }), x);
		/// assert_eq!(y, Some(vec![4, 8]));
		/// ```
		fn wither<'a, M: Applicative, A: 'a + Clone, B: 'a + Clone, Func>(
			func: Func,
			ta: Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, A>),
		) -> Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<
		'a,
		Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, B>),
	>)
		where
			Func: Fn(A) -> Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Option<B>>) + 'a,
			Apply!(<Self as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Option<B>>): Clone,
			Apply!(<M as Kind!( type Of<'a, T: 'a>: 'a; )>::Of<'a, Option<B>>): Clone,
		{
			ta.into_iter().fold(M::pure(Vec::new()), |acc, x| {
				M::lift2(
					|mut v, opt_b| {
						if let Some(b) = opt_b {
							v.push(b);
						}
						v
					},
					acc,
					func(x),
				)
			})
		}
	}
}

#[cfg(test)]
mod tests {

	use crate::{brands::*, classes::CloneableFn, functions::*};
	use quickcheck_macros::quickcheck;

	// Functor Laws

	/// Tests the identity law for Functor.
	#[quickcheck]
	fn functor_identity(x: Vec<i32>) -> bool {
		map::<VecBrand, _, _, _>(identity, x.clone()) == x
	}

	/// Tests the composition law for Functor.
	#[quickcheck]
	fn functor_composition(x: Vec<i32>) -> bool {
		let f = |x: i32| x.wrapping_add(1);
		let g = |x: i32| x.wrapping_mul(2);
		map::<VecBrand, _, _, _>(compose(f, g), x.clone())
			== map::<VecBrand, _, _, _>(f, map::<VecBrand, _, _, _>(g, x))
	}

	// Applicative Laws

	/// Tests the identity law for Applicative.
	#[quickcheck]
	fn applicative_identity(v: Vec<i32>) -> bool {
		apply::<RcFnBrand, VecBrand, _, _>(
			pure::<VecBrand, _>(<RcFnBrand as CloneableFn>::new(identity)),
			v.clone(),
		) == v
	}

	/// Tests the homomorphism law for Applicative.
	#[quickcheck]
	fn applicative_homomorphism(x: i32) -> bool {
		let f = |x: i32| x.wrapping_mul(2);
		apply::<RcFnBrand, VecBrand, _, _>(
			pure::<VecBrand, _>(<RcFnBrand as CloneableFn>::new(f)),
			pure::<VecBrand, _>(x),
		) == pure::<VecBrand, _>(f(x))
	}

	/// Tests the composition law for Applicative.
	#[quickcheck]
	fn applicative_composition(
		w: Vec<i32>,
		u_seeds: Vec<i32>,
		v_seeds: Vec<i32>,
	) -> bool {
		let u_fns: Vec<_> = u_seeds
			.iter()
			.map(|&i| <RcFnBrand as CloneableFn>::new(move |x: i32| x.wrapping_add(i)))
			.collect();
		let v_fns: Vec<_> = v_seeds
			.iter()
			.map(|&i| <RcFnBrand as CloneableFn>::new(move |x: i32| x.wrapping_mul(i)))
			.collect();

		// RHS: u <*> (v <*> w)
		let vw = apply::<RcFnBrand, VecBrand, _, _>(v_fns.clone(), w.clone());
		let rhs = apply::<RcFnBrand, VecBrand, _, _>(u_fns.clone(), vw);

		// LHS: pure(compose) <*> u <*> v <*> w
		// equivalent to (u . v) <*> w
		// We construct (u . v) manually as the cartesian product of compositions
		let uv_fns: Vec<_> = u_fns
			.iter()
			.flat_map(|uf| {
				v_fns.iter().map(move |vf| {
					let uf = uf.clone();
					let vf = vf.clone();
					<RcFnBrand as CloneableFn>::new(move |x| uf(vf(x)))
				})
			})
			.collect();

		let lhs = apply::<RcFnBrand, VecBrand, _, _>(uv_fns, w);

		lhs == rhs
	}

	/// Tests the interchange law for Applicative.
	#[quickcheck]
	fn applicative_interchange(y: i32) -> bool {
		// u <*> pure y = pure ($ y) <*> u
		let f = |x: i32| x.wrapping_mul(2);
		let u = vec![<RcFnBrand as CloneableFn>::new(f)];

		let lhs = apply::<RcFnBrand, VecBrand, _, _>(u.clone(), pure::<VecBrand, _>(y));

		let rhs_fn =
			<RcFnBrand as CloneableFn>::new(move |f: std::rc::Rc<dyn Fn(i32) -> i32>| f(y));
		let rhs = apply::<RcFnBrand, VecBrand, _, _>(pure::<VecBrand, _>(rhs_fn), u);

		lhs == rhs
	}

	// Semigroup Laws

	/// Tests the associativity law for Semigroup.
	#[quickcheck]
	fn semigroup_associativity(
		a: Vec<i32>,
		b: Vec<i32>,
		c: Vec<i32>,
	) -> bool {
		append(a.clone(), append(b.clone(), c.clone())) == append(append(a, b), c)
	}

	// Monoid Laws

	/// Tests the left identity law for Monoid.
	#[quickcheck]
	fn monoid_left_identity(a: Vec<i32>) -> bool {
		append(empty::<Vec<i32>>(), a.clone()) == a
	}

	/// Tests the right identity law for Monoid.
	#[quickcheck]
	fn monoid_right_identity(a: Vec<i32>) -> bool {
		append(a.clone(), empty::<Vec<i32>>()) == a
	}

	// Monad Laws

	/// Tests the left identity law for Monad.
	#[quickcheck]
	fn monad_left_identity(a: i32) -> bool {
		let f = |x: i32| vec![x.wrapping_mul(2)];
		bind::<VecBrand, _, _, _>(pure::<VecBrand, _>(a), f) == f(a)
	}

	/// Tests the right identity law for Monad.
	#[quickcheck]
	fn monad_right_identity(m: Vec<i32>) -> bool {
		bind::<VecBrand, _, _, _>(m.clone(), pure::<VecBrand, _>) == m
	}

	/// Tests the associativity law for Monad.
	#[quickcheck]
	fn monad_associativity(m: Vec<i32>) -> bool {
		let f = |x: i32| vec![x.wrapping_mul(2)];
		let g = |x: i32| vec![x.wrapping_add(1)];
		bind::<VecBrand, _, _, _>(bind::<VecBrand, _, _, _>(m.clone(), f), g)
			== bind::<VecBrand, _, _, _>(m, |x| bind::<VecBrand, _, _, _>(f(x), g))
	}

	// Edge Cases

	/// Tests `map` on an empty vector.
	#[test]
	fn map_empty() {
		assert_eq!(
			map::<VecBrand, _, _, _>(|x: i32| x + 1, vec![] as Vec<i32>),
			vec![] as Vec<i32>
		);
	}

	/// Tests `bind` on an empty vector.
	#[test]
	fn bind_empty() {
		assert_eq!(
			bind::<VecBrand, _, _, _>(vec![] as Vec<i32>, |x: i32| vec![x + 1]),
			vec![] as Vec<i32>
		);
	}

	/// Tests `bind` returning an empty vector.
	#[test]
	fn bind_returning_empty() {
		assert_eq!(
			bind::<VecBrand, _, _, _>(vec![1, 2, 3], |_| vec![] as Vec<i32>),
			vec![] as Vec<i32>
		);
	}

	/// Tests `fold_right` on an empty vector.
	#[test]
	fn fold_right_empty() {
		assert_eq!(
			crate::classes::foldable::fold_right::<RcFnBrand, VecBrand, _, _, _>(
				|x: i32, acc| x + acc,
				0,
				vec![]
			),
			0
		);
	}

	/// Tests `fold_left` on an empty vector.
	#[test]
	fn fold_left_empty() {
		assert_eq!(
			crate::classes::foldable::fold_left::<RcFnBrand, VecBrand, _, _, _>(
				|acc, x: i32| acc + x,
				0,
				vec![]
			),
			0
		);
	}

	/// Tests `traverse` on an empty vector.
	#[test]
	fn traverse_empty() {
		use crate::brands::OptionBrand;
		assert_eq!(
			crate::classes::traversable::traverse::<VecBrand, _, _, OptionBrand, _>(
				|x: i32| Some(x + 1),
				vec![]
			),
			Some(vec![])
		);
	}

	/// Tests `traverse` returning an empty vector.
	#[test]
	fn traverse_returning_empty() {
		use crate::brands::OptionBrand;
		assert_eq!(
			crate::classes::traversable::traverse::<VecBrand, _, _, OptionBrand, _>(
				|_: i32| None::<i32>,
				vec![1, 2, 3]
			),
			None
		);
	}

	/// Tests `construct` with an empty tail.
	#[test]
	fn construct_empty_tail() {
		assert_eq!(VecBrand::construct(1, vec![]), vec![1]);
	}

	/// Tests `deconstruct` on an empty slice.
	#[test]
	fn deconstruct_empty() {
		assert_eq!(VecBrand::deconstruct::<i32>(&[]), None);
	}

	// ParFoldable Tests

	/// Tests `par_fold_map` on an empty vector.
	#[test]
	fn par_fold_map_empty() {
		let v: Vec<i32> = vec![];
		let f = send_cloneable_fn_new::<ArcFnBrand, _, _>(|x: i32| x.to_string());
		assert_eq!(par_fold_map::<ArcFnBrand, VecBrand, _, _>(f, v), "".to_string());
	}

	/// Tests `par_fold_map` on a single element.
	#[test]
	fn par_fold_map_single() {
		let v = vec![1];
		let f = send_cloneable_fn_new::<ArcFnBrand, _, _>(|x: i32| x.to_string());
		assert_eq!(par_fold_map::<ArcFnBrand, VecBrand, _, _>(f, v), "1".to_string());
	}

	/// Tests `par_fold_map` on multiple elements.
	#[test]
	fn par_fold_map_multiple() {
		let v = vec![1, 2, 3];
		let f = send_cloneable_fn_new::<ArcFnBrand, _, _>(|x: i32| x.to_string());
		assert_eq!(par_fold_map::<ArcFnBrand, VecBrand, _, _>(f, v), "123".to_string());
	}

	/// Tests `par_fold_right` on multiple elements.
	#[test]
	fn par_fold_right_multiple() {
		let v = vec![1, 2, 3];
		let f = send_cloneable_fn_new::<ArcFnBrand, _, _>(|(a, b): (i32, i32)| a + b);
		assert_eq!(par_fold_right::<ArcFnBrand, VecBrand, _, _>(f, 0, v), 6);
	}

	// Filterable Laws

	/// Tests `filterMap identity ≡ compact`.
	#[quickcheck]
	fn filterable_filter_map_identity(x: Vec<Option<i32>>) -> bool {
		filter_map::<VecBrand, _, _, _>(identity, x.clone()) == compact::<VecBrand, _>(x)
	}

	/// Tests `filterMap Just ≡ identity`.
	#[quickcheck]
	fn filterable_filter_map_just(x: Vec<i32>) -> bool {
		filter_map::<VecBrand, _, _, _>(Some, x.clone()) == x
	}

	/// Tests `filterMap (l <=< r) ≡ filterMap l <<< filterMap r`.
	#[quickcheck]
	fn filterable_filter_map_composition(x: Vec<i32>) -> bool {
		let r = |i: i32| if i % 2 == 0 { Some(i) } else { None };
		let l = |i: i32| if i > 5 { Some(i) } else { None };
		let composed = |i| bind::<OptionBrand, _, _, _>(r(i), l);

		filter_map::<VecBrand, _, _, _>(composed, x.clone())
			== filter_map::<VecBrand, _, _, _>(l, filter_map::<VecBrand, _, _, _>(r, x))
	}

	/// Tests `filter ≡ filterMap <<< maybeBool`.
	#[quickcheck]
	fn filterable_filter_consistency(x: Vec<i32>) -> bool {
		let p = |i: i32| i % 2 == 0;
		let maybe_bool = |i| if p(i) { Some(i) } else { None };

		filter::<VecBrand, _, _>(p, x.clone()) == filter_map::<VecBrand, _, _, _>(maybe_bool, x)
	}

	/// Tests `partitionMap identity ≡ separate`.
	#[quickcheck]
	fn filterable_partition_map_identity(x: Vec<Result<i32, i32>>) -> bool {
		partition_map::<VecBrand, _, _, _, _>(identity, x.clone()) == separate::<VecBrand, _, _>(x)
	}

	/// Tests `partitionMap Right ≡ identity` (on the right side).
	#[quickcheck]
	fn filterable_partition_map_right_identity(x: Vec<i32>) -> bool {
		let (_, oks) = partition_map::<VecBrand, _, _, _, _>(Ok::<_, i32>, x.clone());
		oks == x
	}

	/// Tests `partitionMap Left ≡ identity` (on the left side).
	#[quickcheck]
	fn filterable_partition_map_left_identity(x: Vec<i32>) -> bool {
		let (errs, _) = partition_map::<VecBrand, _, _, _, _>(Err::<i32, _>, x.clone());
		errs == x
	}

	/// Tests `f <<< partition ≡ partitionMap <<< eitherBool`.
	#[quickcheck]
	fn filterable_partition_consistency(x: Vec<i32>) -> bool {
		let p = |i: i32| i % 2 == 0;
		let either_bool = |i| if p(i) { Ok(i) } else { Err(i) };

		let (not_satisfied, satisfied) = partition::<VecBrand, _, _>(p, x.clone());
		let (errs, oks) = partition_map::<VecBrand, _, _, _, _>(either_bool, x);

		satisfied == oks && not_satisfied == errs
	}

	// Witherable Laws

	/// Tests `wither (pure <<< Just) ≡ pure`.
	#[quickcheck]
	fn witherable_identity(x: Vec<i32>) -> bool {
		wither::<VecBrand, OptionBrand, _, _, _>(|i| Some(Some(i)), x.clone()) == Some(x)
	}

	/// Tests `wilt p ≡ map separate <<< traverse p`.
	#[quickcheck]
	fn witherable_wilt_consistency(x: Vec<i32>) -> bool {
		let p = |i: i32| Some(if i % 2 == 0 { Ok(i) } else { Err(i) });

		let lhs = wilt::<VecBrand, OptionBrand, _, _, _, _>(p, x.clone());
		let rhs = crate::classes::functor::map::<OptionBrand, _, _, _>(
			|res| separate::<VecBrand, _, _>(res),
			traverse::<VecBrand, _, _, OptionBrand, _>(p, x),
		);

		lhs == rhs
	}

	/// Tests `wither p ≡ map compact <<< traverse p`.
	#[quickcheck]
	fn witherable_wither_consistency(x: Vec<i32>) -> bool {
		let p = |i: i32| Some(if i % 2 == 0 { Some(i) } else { None });

		let lhs = wither::<VecBrand, OptionBrand, _, _, _>(p, x.clone());
		let rhs = crate::classes::functor::map::<OptionBrand, _, _, _>(
			|opt| compact::<VecBrand, _>(opt),
			traverse::<VecBrand, _, _, OptionBrand, _>(p, x),
		);

		lhs == rhs
	}

	// Edge Cases

	/// Tests `compact` on an empty vector.
	#[test]
	fn compact_empty() {
		assert_eq!(compact::<VecBrand, _>(vec![] as Vec<Option<i32>>), vec![]);
	}

	/// Tests `compact` on a vector with `None`.
	#[test]
	fn compact_with_none() {
		assert_eq!(compact::<VecBrand, _>(vec![Some(1), None, Some(2)]), vec![1, 2]);
	}

	/// Tests `separate` on an empty vector.
	#[test]
	fn separate_empty() {
		let (errs, oks) = separate::<VecBrand, _, _>(vec![] as Vec<Result<i32, i32>>);
		assert_eq!(oks, vec![]);
		assert_eq!(errs, vec![]);
	}

	/// Tests `separate` on a vector with `Ok` and `Err`.
	#[test]
	fn separate_mixed() {
		let (errs, oks) = separate::<VecBrand, _, _>(vec![Ok(1), Err(2), Ok(3)]);
		assert_eq!(oks, vec![1, 3]);
		assert_eq!(errs, vec![2]);
	}

	/// Tests `partition_map` on an empty vector.
	#[test]
	fn partition_map_empty() {
		let (errs, oks) = partition_map::<VecBrand, _, _, _, _>(|x: i32| Ok::<i32, i32>(x), vec![]);
		assert_eq!(oks, vec![]);
		assert_eq!(errs, vec![]);
	}

	/// Tests `partition` on an empty vector.
	#[test]
	fn partition_empty() {
		let (not_satisfied, satisfied) = partition::<VecBrand, _, _>(|x: i32| x > 0, vec![]);
		assert_eq!(satisfied, vec![]);
		assert_eq!(not_satisfied, vec![]);
	}

	/// Tests `filter_map` on an empty vector.
	#[test]
	fn filter_map_empty() {
		assert_eq!(filter_map::<VecBrand, _, _, _>(|x: i32| Some(x), vec![]), vec![]);
	}

	/// Tests `filter` on an empty vector.
	#[test]
	fn filter_empty() {
		assert_eq!(filter::<VecBrand, _, _>(|x: i32| x > 0, vec![]), vec![]);
	}

	/// Tests `wilt` on an empty vector.
	#[test]
	fn wilt_empty() {
		let res =
			wilt::<VecBrand, OptionBrand, _, _, _, _>(|x: i32| Some(Ok::<i32, i32>(x)), vec![]);
		assert_eq!(res, Some((vec![], vec![])));
	}

	/// Tests `wither` on an empty vector.
	#[test]
	fn wither_empty() {
		let res = wither::<VecBrand, OptionBrand, _, _, _>(|x: i32| Some(Some(x)), vec![]);
		assert_eq!(res, Some(vec![]));
	}
}