Expand description
§monadify: Functional Programming Constructs in Rust
monadify is a Rust library that provides implementations of common functional programming constructs, with a primary focus on monads and related concepts like Functors, Applicatives, and Profunctors. The goal is to offer a practical exploration of these patterns in idiomatic Rust, serving as both a learning resource and a potentially reusable library component.
§Core Concepts Implemented
The library defines and implements the following core functional programming traits:
Functor: Types that can be mapped over. Providesmap(self, f: A -> B) -> F<B>.- Implemented for
Option<A>,Result<A, E>,Vec<A>,CFn<X, A>,CFnOnce<X, A>.
- Implemented for
Apply: ExtendsFunctor. Providesapply(self, f: F<A -> B>) -> F<B>for applying a wrapped function to a wrapped value.- Implemented for
Option<A>,Result<A, E>,Vec<A>.
- Implemented for
Applicative: ExtendsApply. Providespure(x: A) -> F<A>for lifting a value into the applicative context.- Implemented for
Option<A>,Result<A, E>,Vec<A>.
- Implemented for
Bind: ExtendsApply. Providesbind(self, f: A -> F<B>) -> F<B>(also known asflatMapor>>=) for sequencing operations.- Implemented for
Option<A>,Result<A, E>,Vec<A>.
- Implemented for
Monad: A marker trait that groupsApplicativeandBind.- Implemented for
Option<A>,Result<A, E>,Vec<A>.
- Implemented for
Profunctor: Bifunctors contravariant in the first argument and covariant in the second. Providesdimap(self, f: X -> A, g: B -> Y) -> P<X, Y>.- Implemented for
CFn<A, B>andCFnOnce<A, B>.
- Implemented for
Strong: ExtendsProfunctor. Providesfirstandsecondfor operating on product types (tuples).- Implemented for
CFn<A, B>.
- Implemented for
Choice: ExtendsProfunctor. Providesleftandrightfor operating on sum types (Result).- Implemented for
CFn<A, B>.
- Implemented for
The library also includes CFn and CFnOnce wrappers for heap-allocated closures, and various helper functions and macros (e.g., lift2, lift_a1, fn0!, fn1!, _1, _2, view) for working with these abstractions. Optical structures like Lens and Getter (using Profunctor encoding) are also explored.
§Project Goals
- To explore and understand monads and other functional patterns from a practical Rust implementation perspective.
- To create a reusable library of these structures in idiomatic Rust.
- To serve as an educational resource for learning about functional programming concepts in Rust.
§Usage Example
Here’s a quick example of using the Functor trait with Option (HKT is now the default):
use monadify::{Functor, OptionHKTMarker}; // Import HKT Functor and marker
let some_value: Option<i32> = Some(10);
// For HKT, Functor<A,B> is on the marker OptionHKTMarker
let mapped_value = OptionHKTMarker::map(some_value, |x| x * 2);
assert_eq!(mapped_value, Some(20));
let no_value: Option<i32> = None;
let mapped_none = OptionHKTMarker::map(no_value, |x: i32| x * 2);
assert_eq!(mapped_none, None);And an example using Bind (often called flat_map):
use monadify::{Bind, OptionHKTMarker}; // Import HKT Bind and marker
fn try_parse_and_double(s: &str) -> Option<i32> {
s.parse::<i32>().ok().map(|n| n * 2)
}
let opt_str: Option<String> = Some("5".to_string());
// For HKT, Bind<A,B> is on the marker OptionHKTMarker
// The closure takes String because OptionHKTMarker::Applied<String> is Option<String>
let result = OptionHKTMarker::bind(
opt_str,
|st: String| try_parse_and_double(&st) // Our function A -> F<B>
);
assert_eq!(result, Some(10));
let opt_invalid_str: Option<String> = Some("hello".to_string());
let result_invalid = OptionHKTMarker::bind(
opt_invalid_str,
|st: String| try_parse_and_double(&st)
);
assert_eq!(result_invalid, None);For more detailed examples, please refer to the documentation comments within the source code and the test files in the tests/ directory.
§Building the Project
To build the library:
cargo build§Running Tests
The library includes a comprehensive test suite to verify the laws of Functor, Applicative, Monad, etc.
To run the default HKT tests:
cargo testThis suite includes over 140 tests covering HKT implementations (for Option, Result, Vec, Identity, CFn, ReaderT) and Profunctor laws, all passing.
To run tests for the legacy (non-HKT) implementations, use the legacy feature flag:
cargo test --features legacyThis suite includes over 80 tests for the legacy versions, also all passing.
§Running Benchmarks
Performance benchmarks for core operations are available using criterion.rs. To run the benchmarks:
cargo benchThe benchmark results can be found in target/criterion/report/index.html.
Key findings from initial benchmarks:
Functor::mapandBind::bindforOptionandResultshow negligible overhead compared to native methods.Apply::apply(which involvesBox::newforCFn) has a small, consistent overhead (around 2-4 ns).Vecoperations show more overhead due to by-value semantics and heap allocations forCFnin some cases.
§License
This project is licensed under the terms of the MIT License.
Re-exports§
pub use applicative::Applicative;pub use apply::Apply;pub use functor::Functor;pub use monad::Bind;pub use monad::Monad;pub use profunctor::Choice;pub use profunctor::Profunctor;pub use profunctor::Strong;pub use transformers::reader::MonadReader;pub use function::CFn;pub use function::CFnOnce;pub use identity::Identity;pub use transformers::reader::ReaderT;pub use transformers::reader::Reader;pub use kind_based::kind::HKT;pub use kind_based::kind::HKT1;pub use kind_based::kind::OptionHKTMarker;pub use kind_based::kind::ResultHKTMarker;pub use kind_based::kind::VecHKTMarker;pub use kind_based::kind::CFnHKTMarker;pub use kind_based::kind::CFnOnceHKTMarker;pub use crate::identity::IdentityHKTMarker;pub use crate::transformers::reader::ReaderTHKTMarker;
Modules§
- applicative
- Provides the HKT
Applicativetrait and its implementations. - apply
- Provides the HKT
Applytrait (an extension ofFunctor) and its implementations. - function
- Defines
CFnandCFnOncefor heap-allocated, callable function wrappers. - functor
- Provides the HKT
Functortrait and its implementations. - identity
- Defines the
Identitymonad and its HKT marker. - kind_
based - Core infrastructure for Higher-Kinded Types (HKTs), including
HKTandHKT1traits, and various HKT marker types (e.g.,OptionHKTMarker). - monad
- Provides the HKT
MonadandBindtraits and their implementations. - profunctor
- Implements
Profunctor,Strong, andChoicetraits, primarily for function types. - transformers
- Contains monad transformers like
ReaderT. Monad transformers. - utils
- Utility functions and macros, including
fn0!,fn1!, etc.