Units of measure

Type safety for numerics

As we mentioned , F# has a very cool feature which allows you to add extra unit-of-measure information to as metadata to numeric types.

The F# compiler will then make sure that only numerics with the same unit-of-measure can be combined. This can be very useful to stop accidental mismatches and to make your code safer.

Defining units of measure

A unit of measure definition consists of the attribute [<Measure>], followed by the type keyword and then a name. For example:

[<Measure>] 
type cm

[<Measure>] 
type inch

Often you will see the whole definition written on one line instead:

[<Measure>] type cm
[<Measure>] type inch

Once you have a definition, you can associate a measure type with a numeric type by using angle brackets with measure name inside:

let x = 1<cm>    // int
let y = 1.0<cm>  // float
let z = 1.0m<cm> // decimal

You can even combine measures within the angle brackets to create compound measures:

[<Measure>] type m
[<Measure>] type sec
[<Measure>] type kg

let distance = 1.0<m>    
let time = 2.0<sec>    
let speed = 2.0<m/sec>    
let acceleration = 2.0<m/sec^2>    
let force = 5.0<kg m/sec^2>

Derived units of measure

If you use certain combinations of units a lot, you can define a derived measure and use that instead.

[<Measure>] type N = kg m/sec^2

let force1 = 5.0<kg m/sec^2>    
let force2 = 5.0<N>

force1 = force2 // true

SI units and constants

If you are using the units-of-measure for physics or other scientific applications, you will definitely want to use the SI units and related constants. You don't need to define all these yourself! These are predefined for you and available as follows:

Type checking and type inference

The units-of-measure are just like proper types; you get static checking and type inference.

[<Measure>] type foot
[<Measure>] type inch

let distance = 3.0<foot>    

// type inference for result
let distance2 = distance * 2.0

// type inference for input and output
let addThreeFeet ft = 
    ft + 3.0<foot>

And of course, when using them, the type checking is strict:

addThreeFeet 1.0        //error
addThreeFeet 1.0<inch>  //error
addThreeFeet 1.0<foot>  //OK

Type annotations

If you want to be explicit in specifying a unit-of-measure type annotation, you can do so in the usual way. The numeric type must have angle brackets with the unit-of-measure.

let untypedTimesThree (ft:float) = 
    ft * 3.0

let footTimesThree (ft:float<foot>) = 
    ft * 3.0

Combining units of measure with multiplication and division

The compiler understands how units of measure transform when individual values are multiplied or divided. For example, in the following, the speed value has been automatically given the measure <m/sec>.

[<Measure>] type m
[<Measure>] type sec
[<Measure>] type kg

let distance = 1.0<m>    
let time = 2.0<sec>    
let speed = distance/time 
let acceleration = speed/time
let mass = 5.0<kg>    
let force = mass * speed/time

Look at the types of the acceleration and force values above to see other examples of how this works.

Dimensionless values

A numeric value without any specific unit of measure is called dimensionless. If you want to be explicit that a value is dimensionless, you can use the measure called 1.

// dimensionless
let x = 42

// also dimensionless
let x = 42<1>

Mixing units of measure with dimensionless values

Note that you cannot add a dimensionless value to a value with a unit of measure, but you can multiply or divide by dimensionless values.

// test addition
3.0<foot> + 2.0<foot>  // OK
3.0<foot> + 2.0        // error

// test multiplication
3.0<foot> * 2.0        // OK

But see the section on "generics" below for an alternative approach.

Conversion between units

What if you need to convert between units?

It's straightforward. You first need to define a conversion value that uses both units, and then multiply the source value by the conversion factor.

Here's an example with feet and inches:

[<Measure>] type foot
[<Measure>] type inch

//conversion factor
let inchesPerFoot = 12.0<inch/foot>    

// test    
let distanceInFeet = 3.0<foot>    
let distanceInInches = distanceInFeet * inchesPerFoot

And here's an example with temperature:

[<Measure>] type degC
[<Measure>] type degF

let convertDegCToF c = 
    c * 1.8<degF/degC> + 32.0<degF>

// test    
let f = convertDegCToF 0.0<degC>

The compiler correctly inferred the signature of the conversion function.

val convertDegCToF : float<degC> -> float<degF>

Note that the constant 32.0<degF> was explicitly annotated with the degF so that the result would be in degF as well. If you leave off this annotation, the result is a plain float, and the function signature changes to something much stranger! Try it and see:

let badConvertDegCToF c = 
    c * 1.8<degF/degC> + 32.0

Conversion between dimensionless values and unit-of-measure values

To convert from a dimensionless numeric value to a value with a measure type, just multiply it by one, but with the one annotated with the appropriate unit.

[<Measure>] type foot

let ten = 10.0   // normal

//converting from non-measure to measure 
let tenFeet = ten * 1.0<foot>  // with measure

And to convert the other way, either divide by one, or multiply with the inverse unit.

//converting from measure to non-measure
let tenAgain = tenFeet / 1.0<foot>  // without measure
let tenAnotherWay = tenFeet * 1.0<1/foot>  // without measure

The above methods are type safe, and will cause errors if you try to convert the wrong type.

If you don't care about type checking, you can do the conversion with the standard casting functions instead:

let tenFeet = 10.0<foot>  // with measure
let tenDimensionless = float tenFeet // without measure

Generic units of measure

Often, we want to write functions that will work with any value, no matter what unit of measure is associated with it.

For example, here is our old friend square. But when we try to use it with a unit of measure, we get an error.

let square x = x * x

// test
square 10<foot>   // error

What can we do? We don't want to specify a particular unit of measure, but on the other hand we must specify something, because the simple definition above doesn't work.

The answer is to use generic units of measure, indicated with an underscore where the measure name normally is.

let square (x:int<_>) = x * x

// test
square 10<foot>   // OK
square 10<sec>   // OK

Now the square function works as desired, and you can see that the function signature has used the letter 'u to indicate a generic unit of measure. And also note that the compiler has inferred that the return value is of type "unit squared".

val square : int<'u> -> int<'u ^ 2>

Indeed, you can specify the generic type using letters as well if you like:

// with underscores
let square (x:int<_>) = x * x

// with letters
let square (x:int<'u>) = x * x

// with underscores
let speed (distance:float<_>) (time:float<_>) = 
    distance / time

// with letters
let speed (distance:float<'u>) (time:float<'v>) = 
    distance / time

You may need to use letters sometimes to explicitly indicate that the units are the same:

let ratio (distance1:float<'u>) (distance2:float<'u>) = 
    distance1 / distance2

Using generic measures with lists

You cannot always use a measure directly. For example, you cannot define a list of feet directly:

//error
[1.0<foot>..10.0<foot>]

Instead, you have to use the "multiply by one" trick mentioned above:

//converting using map -- OK
[1.0..10.0] |> List.map (fun i-> i * 1.0<foot>)

//using a generator -- OK
[ for i in [1.0..10.0] -> i * 1.0<foot> ]

Using generic measures for constants

Multiplication by constants is OK (as we saw above), but if you try to do addition, you will get an error.

let x = 10<foot> + 1  // error

The fix is to add a generic type to the constant, like this:

let x = 10<foot> + 1<_>  // ok

A similar situation occurs when passing in constants to a higher order function such as fold.

let feet = [ for i in [1.0..10.0] -> i * 1.0<foot> ]

// OK
feet |> List.sum  

// Error
feet |> List.fold (+) 0.0   

// Fixed with generic 0
feet |> List.fold (+) 0.0<_>

Issues with generic measures with functions

There are some cases where type inference fails us. For example, let's try to create a simple add1 function that uses units.

// try to define a generic function
let add1 n = n + 1.0<_>
// warning FS0064: This construct causes code to be less generic than 
// indicated by the type annotations. The unit-of-measure variable 'u 
// has been constrained to be measure '1'.

// test
add1 10.0<foot>   
// error FS0001: This expression was expected to have type float    
// but here has type float<foot>

The warning message has the clue. The input parameter n has no measure, so the measure for 1<_> will always be ignored. The add1 function does not have a unit of measure so when you try to call it with a value that does have a measure, you get an error.

So maybe the solution is to explicitly annotate the measure type, like this:

// define a function with explicit type annotation
let add1 (n:float<'u>) : float<'u> =  n + 1.0<_>

But no, you get the same warning FS0064 again.

Maybe we can replace the underscore with something more explicit such as 1.0<'u>?

let add1 (n:float<'u>) : float<'u> = n + 1.0<'u>  
// error FS0634: Non-zero constants cannot have generic units.

But this time we get a compiler error!

The answer is to use one of the helpful utility functions in the LanguagePrimitives module: FloatWithMeasure, Int32WithMeasure, etc.

// define the function
let add1 n  = 
    n + (LanguagePrimitives.FloatWithMeasure 1.0)

// test
add1 10.0<foot>   // Yes!

And for generic ints, you can use the same approach:

open LanguagePrimitives

let add2Int n  = 
    n + (Int32WithMeasure 2)

add2Int 10<foot>   // OK

Using generic measures with type definitions

That takes care of functions. What about when we need to use a unit of measure in a type definition?

Say we want to define a generic coordinate record that works with an unit of measure. Let's start with a naive approach:

type Coord = 
    { X: float<'u>; Y: float<'u>; }
// error FS0039: The type parameter 'u' is not defined

That didn't work, so what about adding the measure as a type parameter:

type Coord<'u> = 
    { X: float<'u>; Y: float<'u>; }
// error FS0702: Expected unit-of-measure parameter, not type parameter.
// Explicit unit-of-measure parameters must be marked with the [<Measure>] attribute.

That didn't work either, but the error message tells us what to do. Here is the final, correct version, using the Measure attribute:

type Coord<[<Measure>] 'u> = 
    { X: float<'u>; Y: float<'u>; }

// Test
let coord = {X=10.0<foot>; Y=2.0<foot>}

In some cases, you might need to define more than one measure. In the following example, the currency exchange rate is defined as the ratio of two currencies, and so needs two generic measures to be defined.

type CurrencyRate<[<Measure>]'u, [<Measure>]'v> = 
    { Rate: float<'u/'v>; Date: System.DateTime}

// test
[<Measure>] type EUR
[<Measure>] type USD
[<Measure>] type GBP

let mar1 = System.DateTime(2012,3,1)
let eurToUsdOnMar1 = {Rate= 1.2<USD/EUR>; Date=mar1 }
let eurToGbpOnMar1 = {Rate= 0.8<GBP/EUR>; Date=mar1 }

let tenEur = 10.0<EUR>
let tenEurInUsd = eurToUsdOnMar1.Rate * tenEur

And of course, you can mix regular generic types with unit of measure types.

For example, a product price might consist of a generic product type, plus a price with a currency:

type ProductPrice<'product, [<Measure>] 'currency> = 
    { Product: 'product; Price: float<'currency>; }

Units of measure at runtime

An issue that you may run into is that units of measure are not part of the .NET type system.

F# does stores extra metadata about them in the assembly, but this metadata is only understood by F#.

This means that there is no (easy) way at runtime to determine what unit of measure a value has, nor any way to dynamically assign a unit of measure at runtime.

It also means that there is no way to expose units of measure as part of a public API to another .NET language (except other F# assemblies).

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Last updated 5 years ago

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