Even the best type system will only get you so far, though sometimes a change in perspective and representation can get you a bit further...
Maybe change a "valid period" to either a "quarter" or a year, where each are unsigned int. This still admits a zero representation, which you don't want, but now the month-divisible-by-three problem is gone, along with the negative numbers. You can always add a member function "AsMonth" or whatever which multiplies by 3 or 12 to turn back into values you may use in another part of the computation.
In the end, the types will help give the program structure and rule out some large classes of potential bugs at compile-time, but then for the remainder of the potential bugs there are exceptions and run-time checks, which your tests will help expose.
Thanks Brian and Julien for your responses. My questions were just trying to find out the limits of what can/cant be done from the F# type declarations and your answers have clarified it nicely thanks. I can see that my requirements would've made it nigh on impossible for the compiler to be able to statically check bindings in the code for correctness.
With regards to using types in this fashion:
type ValidPeriod =
| Month of int
| Year of int
If I then store ValidPeriod in vectors and matrices is there a difference from using pure ints/floats as the elements? i.e. is there a lot of extra checks/overheads that the compiler inserts for this?
Discriminated unions are compiled into a class hierarchy; in this example ValidPeriod is an abstract base class and Month and Year are subclasses with int data members. (Try running reflector on the generated code.) So this is a non-trivial amount of overhead compared to arrays of integers in a high-performance application. You might find that defining a single struct type (ValidPeriod) with an int member, and some 'constructor functions' and possibly Active Patterns may be a better way to keep the allocation overhead down.
If all your functions related to the ValidPeriod type are located in the same module (i.e. if you don't need access to the union structure outside), you can use:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
type ValidPeriod = | Month of int | Year of int let Month n = if n % 3 = 0 && n > 0 then ValidPeriod.Month n else invalid_arg ("Month " + string n) let Year n = if n > 0 then ValidPeriod.Year n else invalid_arg ("Year " + string n) //make sure pattern-matching works let f = function | Month n -> "ok" | Year n -> "ok again" f (Month 9)
And, in the signature file :
1 2 3 4
type ValidPeriod val Month : n -> ValidPeriod val Year : n -> ValidPeriod val f : ValidPeriod -> unit
Far from perfect indeed...
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I have some code where I do calculations involving months and years.
For speed I use ints for both currently however I'd like to know if its possible to elegantly extend this in some way in F# to apply certain rules at compile time and runtime. I first though of using units of measure however those only apply to floating point types it seems and anyway I am not sure of how to limit valid values in the measure type spec.
One rule I have is that a valid "month" has to be a mutiple of 3 and greater than 0 (effictively this type is going to represent quarters of a year).
All I can think of is that a union almost seems to do what I want but not quite (fake code follows):
type ValidPeriod =
| Month of int when Month %3 = 0 && Month > 0
| Year of int when Year > 0
what I would like is something like this:
let p1 = Month(9) //valid
let p2 = Year(1) //valid
let p3 = Month(4) //invalid at compile time
let p4 = Month(15) //valid
let p5 = Month(24) //valid
let p6 = Year(-1) //invalid at compile time
let p7 = Month(-3) //invalid at compile time
let p8 = Month(0) //invalid at compile time
let p9 = Year(0) //invalid at compile time
An during runtime an attempt to assign an invalid int to sometime of type ValidPeriod would raise an exception.
These values are being stored in large matrices (with long running calculations running over these matrices) and this is why I'd like the type kept as simple as possible (like an int!) because I am assuming that other more complicated structures to represent months would result in a significant slowdown for each operation I do on the matrices.