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November 17, 2018 15:50
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Property-based testing in F#
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#r @"C:\NugetLocal\FsCheck.2.4.0\lib\net45\FsCheck.dll" | |
open FsCheck | |
//Simple property | |
let reversingAReversedList l = List.rev (List.rev l) = l | |
Check.Quick reversingAReversedList | |
//Failing property: example of standard shrinking | |
let reversingAList l = (List.rev l) = l | |
Check.Quick reversingAList | |
//Let's play with generators | |
//Constant values | |
let one = Gen.constant 1 | |
let size = -1 | |
let nbSamples = 10 | |
let sample = Gen.sample size nbSamples | |
one |> sample | |
//Picking a number from within a range | |
Gen.choose (1,10) |> sample | |
//Picking from a set of elements | |
Gen.elements [1;2;3;5;7] |> sample | |
//Shuffling a sequence | |
Gen.shuffle [1..5] |> Gen.sample -1 3 | |
//Generating n-tuples | |
Gen.three (Gen.choose (1,5)) |> Gen.sample -1 2 | |
//Picking from a set of generators | |
Gen.oneof [ gen{return 1} (*computation expressions supported*); Gen.constant 2 ] |> sample | |
//Generating more complex types | |
type Tree = | Branch of Tree * Tree | Leaf of int | |
let aTree = Arb.generate<Tree> | |
aTree |> Gen.sample size nbSamples //Interesting: all leaves when using Arb.generate | |
let aTreeIsAlwaysALeaf t = | |
match t with | |
| Leaf _ -> true | |
| _ -> false | |
Check.Quick aTreeIsAlwaysALeaf //As expected: branches get generated by FsCheck | |
//Transforming generators | |
Gen.elements ['a'..'z'] |> Gen.map int |> sample | |
//Can make other generators more interesting/build upon | |
let aSmallNumber = Gen.choose (1, 10) | |
Gen.listOf aSmallNumber |> Gen.sample 5 10 | |
//Can filter out unwanted values from a generator | |
Gen.elements [1..3] | |
|> Gen.suchThat (fun x -> x <> 2) | |
|> sample | |
//Arbitraries bundle generators and shrinkers for a type | |
type MyGenerators = | |
static member Tree() = | |
{new Arbitrary<Tree>() with | |
override x.Generator = Gen.constant (Leaf 1337) | |
override x.Shrinker t = Seq.empty } | |
Arb.register<MyGenerators>() | |
Arb.generate<Tree> |> Gen.sample 3 5 |
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