#dimensional-analysis #unit #units

nightly yaiouom

Extensible, strongly-typed units of measure, with a custom type system (based on F#'s unit of measures) implemented as a linter

4 releases

Uses old Rust 2015

0.1.3 Apr 4, 2018
0.1.2 Apr 3, 2018
0.1.1 Apr 3, 2018
0.1.0 Apr 3, 2018

#591 in Science

MIT license

24KB
322 lines

Statically-checked, extensible units of measure.

Yaiouom implements a mechanism of units of measure. It may be used to manipulate all sorts of measures, including physics/engineering (m, kg, s, A, m * s ^ 1, ...), currencies (EUR, USD, ...), statistics (dollars per barrel, engineers per lightbulb, dollars per household per year, ...)

While this is not the first implementation of units of measure in Rust, this is the first one that is both extensible (you can trivially add new base units), compositional (two units defined in different crates may interact without trouble) and type-safe (the compiler will inform you if you attempt to mix several incompatible units of measure without converting them first). However, before using this crate, please read the rest of these explanations.

Installing

In your Cargo.toml, add a dependency:

[dependencies]
yaiouom = "*" # Or some more specific version number

You also want to add the linter

$ cargo install +nightly cargo-yaoioum yaoioum-check

This assumes that you're using rustup. If you are not, you should first configure SYSROOT, as follows:

$ SYSROOT=`rustc --print sysroot` cargo install +nightly cargo-yaoioum yaoioum-check

Usage

The following computes a speed in f64 m * s^-1

extern crate yaiouom;

use yaiouom::*;
use yaiouom::si::*;

fn get_speed(distance: Measure<f64, Meter>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Meter, Inv<Second>>> {
    return (distance / duration).unify();
}

fn main() {
    let distance = Meter::new(100.);
    let duration = Second::new(25.);
    let speed = get_speed(distance, duration);
}

See this call to unify()? That's because Rust's built-in type system is not sufficiently powerful to realize that m * s is the same thing as s * m, for instance. This call to unify() instructs Rust's built-in type system to entrust the verification to yaoioum-check, which you have just installed.

To build your code, use

$ cargo +nightly yaoioum build

In addition to building your code as usual, this will run the additional type-checker provided by yaoioum-check.

Note that multiplication is commutative, so this is equivalent to the following (we change the result of the function).

extern crate yaiouom;

use yaiouom::*;
use yaiouom::si::*;

fn get_speed(distance: Measure<f64, Meter>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Inv<Second>, Meter>> {
    return (distance / duration).unify();
}

or even to the following (we have changed the type of distance)

extern crate yaiouom;

use yaiouom::*;
use yaiouom::si::*;

fn get_speed(distance: Measure<f64, Mul<Second, Mul<Meter, Inv<Second>>>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Inv<Second>, Meter>> {
    return (distance / duration).unify();
}

Or, if you wish to be more generic,

extern crate yaiouom;

use yaiouom::*;
use yaiouom::si::*;


trait Distance: Unit {}
trait Duration: Unit {}

// The following builds unsafely with Rust, then yaiouom-checker ensures the safety of `unify`.
fn get_speed_generic<A: Distance, B: Duration>(distance: Measure<f64, A>, duration: Measure<f64, B>) -> Measure<f64, Mul<A, Inv<B>>> {
    return (distance / duration).unify();
}

Or, if you wish to be even more generic,

extern crate yaiouom;

use std;

use yaiouom::*;
use yaiouom::si::*;


trait Distance: Unit {}
trait Duration: Unit {}

// The following builds unsafely with Rust, then yaiouom-checker ensures the safety of `unify`.
fn get_speed_generic<A, B, T>(distance: Measure<T, A>, duration: Measure<T, B>) -> Measure<T::Output, Mul<A, Inv<B>>>
    where A: Distance,
          B: Duration,
          T: std::ops::Mul<T>
{
    return (distance / duration).unify();
}

You can easily add new units of measure:

struct Kilometer;
impl BaseUnit for Kilometer {
    /// This name is used mostly for error messages.
    const NAME: &'static str = "km";
}

fn get_speed_km(distance: Measure<f64, Kilometer>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Kilometer, Inv<Second>>> {
    return (distance / duration).unify();
}

On the other hand, if you attempt to write a program that misuses units of measure, the companion checker will inform you of your error:

struct Kilometer;
impl BaseUnit for Kilometer {
    const NAME: &'static str = "km";
}

fn get_speed_bad_unify(distance: Measure<f64, Kilometer>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Meter, Inv<Second>>> {
    return (distance / duration).unify();
}

// 69 | / fn get_speed_bad(distance: Measure<f64, Kilometer>, duration: Measure<f64, Second>) -> Measure<f64, Mul<Meter, Inv<Second>>> {
// 70 | |     return ((Dimensionless::new(1.) / duration) * distance ).unify();
//    | |            --------------------------------------------------------- in this unification
// 71 | | }
//    | |_^ While examining this function
//    |
//    = note: expected unit of measure: `Kilometer`
//               found unit of measure: `yaiouom::si::Meter`

Or, if for some reason you decide to run a debug build of the code without the linter,

thread 'main' panicked at 'assertion failed: `(left == right)`
  left: `km * s^-1`,
 right: `m * s^-1`', src/unit.rs:158:9

About the check

At the time of this writing, the Rust type system is not powerful enough to permit an extensible, compositional, type-safe representation of units of measure. For this reason, other crates implementing units of measure have needed to make a choice:

  • either prevent compositional extensibility;
  • or give up on type safety.

This crate uses a different approach, by delegating safety checks to a specialized checker. This checker refines Rust's type system with a mechanism ensuring that units of measure are used safely.

If you do not use the checker, you'll end up with a binary that performs (slow) dynamic unit checking in debug builds, and no unit checking in optimized builds, so you should be ok. But still, using the linter to make sure that you never hit such panics is a good idea :)

How it works

The checker is surprisingly simple.

It examines each function just after usual type inference/checking. Whenever it sees a call to Measure::<T, U: Unit>::unify<V: Unit>, it checks that U is actually equivalent to V. This is where it simplifies A/A into Dimensionless, it accepts that A * B == B * A (if you're curious, the grammar of units is an abellian group).

If after all simplifications, commutations, etc. it finds out that U and V are not compatible, it produces a type error.

Representation of values

Different values have different rules. Many are f32 or f64, but currency computations, for instance, need to be performed with either rationals or fixed point arithmetics. Some electrical measures are actually complex values. Statistics may use integer values for population, etc.

For this reason, yaiouom does not hardcode a specific representation of values. A value with a unit is a Measure<T, U: Unit>, where T can be any kind of number or number-like value.

Limitations

As discussed above,

Please use the companion linter! Also, please see the documentation of unify.

This crate attempts to be strictly minimal.

Unit conversion is a complicated thing. We do not attempt to solve this problem.

Some values cannot be multiplied or divided (e.g. ºC, ºF, pH, dB). We do not attempt to differentiate between units that can be multiplied/dived and units that can, although this might happen in a future version.

Some values have different definitions when subtracted. For instance, the difference between two dates in seconds is a duration in seconds. The difference between two ºC temperatures is a value that may be multiplied or divided. We do not attempt to differentiate between these things.

Credits

While this refinement type is much simpler (and a bit more limited) than the original, it was initially intended to be a more-or-less straight port of F#'s type system. It then evolved :)

Dependencies

~615KB
~11K SLoC