Checks a property printing results on stdout

> check $ \xs -> sort (sort xs) == sort (xs::[Int])
+++ OK, passed 360 tests.

> check $ \xs ys -> xs `union` ys == ys `union` (xs::[Int])
*** Failed! Falsifiable (after 4 tests):
[] [0,0]

Generalization:
[] (x:x:_)

Check a property printing results on stdout and returning True on success.

There is no option to silence this function: for silence, you should use holds.

Use for to configure the number of tests performed by check.

> check `for` 10080 $ \xs -> sort (sort xs) == sort (xs :: [Int])
+++ OK, passed 10080 tests.

Don't forget the dollar ($)!

Use withBackground to provide additional functions to appear in side-conditions.

check `withBackground` [constant "isSpace" isSpace] $ \xs -> unwords (words xs) == xs
*** Failed! Falsifiable (after 4 tests):
" "

Generalization:
' ':_

Conditional Generalization:
c:_  when  isSpace c

Use withConditionSize to configure the maximum condition size allowed.

Use minFailures to configure the minimum number of failures for a conditional generalization in function of the maximum number of tests.

To set that conditional generalizations should fail for 10% of cases: > check minFailures (div 10) $ prop

To set that conditional generalizations should fail for 5% of cases: > check minFailures (div 20) $ prop

Extrapolate can generalize counter-examples of any types that are Generalizable.

The core (and only required functions) of the generalizable typeclass are the expr and instances functions.

The following example shows a datatype and its instance:

data Stack a = Stack a (Stack a) | Empty

instance Generalizable a => Generalizable (Stack a) where
name _ = "s"
expr s@(Stack x y) = constant "Stack" (Stack ->>: s) :$ expr x :$ expr y
expr s@Empty       = constant "Empty" (Empty   -: s)
instances s = this s $ instances (argTy1of1 s)

To declare instances and expr it may be useful to use:

• LeanCheck's Test.LeanCheck.Utils.TypeBinding operators: -:, ->:, ->>:, ...;
• Extrapolate's Test.Extrapolate.TypeBinding operators: argTy1of1, argTy1of2, argTy2of2, ....

An encoded Haskell functional-application expression for use by Speculate.

Encode a constant Haskell expression for use by Speculate. It takes a string representation of a value and a value, returning an Expr. Examples:

constant "0" 0
constant "'a'" 'a'
constant "True" True
constant "id" (id :: Int -> Int)
constant "(+)" ((+) :: Int -> Int -> Int)
constant "sort" (sort :: [Bool] -> [Bool])

A shorthand for constant to be used on values that are Show instances. Examples:

showConstant 0     =  constant "0" 0
showConstant 'a'   =  constant "'a'" 'a' 
showConstant True  =  constant "True" True

Derives a Generalizable instance for a given type Name.

Consider the following Stack datatype:

data Stack a = Stack a (Stack a) | Empty

Writing

deriveGeneralizable ''Stack

will automatically derive the following Generalizable instance:

instance Generalizable a => Generalizable (Stack a) where
  expr s@(Stack x y) = constant "Stack" (Stack ->>: s) :$ expr x :$ expr y
  expr s@Empty       = constant "Empty" (Empty   -: s)
  instances s = this "s" s
              $ let Stack x y = Stack undefined undefined `asTypeOf` s
                in instances x
                 . instances y

This function needs the TemplateHaskell extension.

Same as deriveGeneralizable but does not warn when instance already exists (deriveGeneralizable is preferable).

Derives a Generalizable instance for a given type Name cascading derivation of type arguments as well.

Takes as argument an integer length and tiers of element values; returns tiers of lists of element values of the given length.

listsOfLength 3 [[0],[1],[2],[3],[4]...] =
  [ [[0,0,0]]
  , [[0,0,1],[0,1,0],[1,0,0]]
  , [[0,0,2],[0,1,1],[0,2,0],[1,0,1],[1,1,0],[2,0,0]]
  , ...
  ]

Takes as argument tiers of element values; returns tiers of size-ordered lists of elements without repetition.

setsOf [[0],[1],[2],...] =
  [ [[]]
  , [[0]]
  , [[1]]
  , [[0,1],[2]]
  , [[0,2],[3]]
  , [[0,3],[1,2],[4]]
  , [[0,1,2],[0,4],[1,3],[5]]
  , ...
  ]

Can be used in the constructor of specialized Listable instances. For Set (from Data.Set), we would have:

instance Listable a => Listable (Set a) where
  tiers = mapT fromList $ setsOf tiers

Takes as argument tiers of element values; returns tiers of size-ordered lists of elements possibly with repetition.

bagsOf [[0],[1],[2],...] =
  [ [[]]
  , [[0]]
  , [[0,0],[1]]
  , [[0,0,0],[0,1],[2]]
  , [[0,0,0,0],[0,0,1],[0,2],[1,1],[3]]
  , [[0,0,0,0,0],[0,0,0,1],[0,0,2],[0,1,1],[0,3],[1,2],[4]]
  , ...
  ]

Takes as argument tiers of element values; returns tiers of lists with no repeated elements.

noDupListsOf [[0],[1],[2],...] ==
  [ [[]]
  , [[0]]
  , [[1]]
  , [[0,1],[1,0],[2]]
  , [[0,2],[2,0],[3]]
  , ...
  ]

Normalizes tiers by removing up to 12 empty tiers from the end of a list of tiers.

normalizeT [xs0,xs1,...,xsN,[]]     =  [xs0,xs1,...,xsN]
normalizeT [xs0,xs1,...,xsN,[],[]]  =  [xs0,xs1,...,xsN]

The arbitrary limit of 12 tiers is necessary as this function would loop if there is an infinite trail of empty tiers.

Delete the first occurence of an element in a tier.

For normalized lists-of-tiers without repetitions, the following holds:

deleteT x = normalizeT . (`suchThat` (/= x))

Takes the product of N lists of tiers, producing lists of length N.

Alternatively, takes as argument a list of lists of tiers of elements; returns lists combining elements of each list of tiers.

products [xss]  =  mapT (:[]) xss
products [xss,yss]  =  mapT (\(x,y) -> [x,y]) (xss >< yss)
products [xss,yss,zss]  =  product3With (\x y z -> [x,y,z]) xss yss zss

Takes as argument tiers of element values; returns tiers of lists of elements.

listsOf [[]]  =  [[[]]]

listsOf [[x]]  =  [ [[]]
                  , [[x]]
                  , [[x,x]]
                  , [[x,x,x]]
                  , ...
                  ]

listsOf [[x],[y]]  =  [ [[]]
                      , [[x]]
                      , [[x,x],[y]]
                      , [[x,x,x],[x,y],[y,x]]
                      , ...
                      ]

Take the product of lists of tiers by a function returning a Maybe value discarding Nothing values.

Like productWith, but over 3 lists of tiers.

Given a constructor that takes a list with no duplicate elements, return tiers of applications of this constructor.

Given a constructor that takes a map of elements (encoded as a list), lists tiers of applications of this constructor

So long as the underlying Listable enumerations have no repetitions, this will generate no repetitions.

This allows defining an efficient implementation of tiers that does not repeat maps given by:

  tiers = mapCons fromList

Given a constructor that takes a set of elements (as a list), lists tiers of applications of this constructor.

A naive Listable instance for the Set (of Data.Set) would read:

instance Listable a => Listable (Set a) where
  tiers = cons0 empty \/ cons2 insert

The above instance has a problem: it generates repeated sets. A more efficient implementation that does not repeat sets is given by:

  tiers = setCons fromList

Alternatively, you can use setsOf direclty.

Given a constructor that takes a bag of elements (as a list), lists tiers of applications of this constructor.

For example, a Bag represented as a list.

bagCons Bag

Derives a Listable instance for a given type Name cascading derivation of type arguments as well.

Consider the following series of datatypes:

data Position = CEO | Manager | Programmer

data Person = Person
            { name :: String
            , age :: Int
            , position :: Position
            }

data Company = Company
             { name :: String
             , employees :: [Person]
             }

Writing

deriveListableCascading ''Company

will automatically derive the following three Listable instances:

instance Listable Position where
  tiers = cons0 CEO \/ cons0 Manager \/ cons0 Programmer

instance Listable Person where
  tiers = cons3 Person

instance Listable Company where
  tiers = cons2 Company

Derives a Listable instance for a given type Name.

Consider the following Stack datatype:

data Stack a = Stack a (Stack a) | Empty

Writing

deriveListable ''Stack

will automatically derive the following Listable instance:

instance Listable a => Listable (Stack a) where
  tiers = cons2 Stack \/ cons0 Empty

Warning: if the values in your type need to follow a data invariant, the derived instance won't respect it. Use this only on "free" datatypes.

Needs the TemplateHaskell extension.

Adds to the weight of a constructor or tiers.

instance Listable <Type> where
  tiers  =  ...
         \/ cons<N> <Cons>  `addWeight`  <W>
         \/ ...

Typically used as an infix operator when defining Listable instances:

> [ xs, ys, zs, ... ] `addWeight` 1
[ [], xs, ys, zs, ... ]

> [ xs, ys, zs, ... ] `addWeight` 2
[ [], [], xs, ys, zs, ... ]

> [ [], xs, ys, zs, ... ] `addWeight` 3
[ [], [], [], [], xs, ys, zs, ... ]

`addWeight` n is equivalent to n applications of delay.

Resets the weight of a constructor or tiers.

> [ [], [], ..., xs, ys, zs, ... ] `ofWeight` 1
[ [], xs, ys, zs, ... ]

> [ xs, ys, zs, ... ] `ofWeight` 2
[ [], [], xs, ys, zs, ... ]

> [ [], xs, ys, zs, ... ] `ofWeight` 3
[ [], [], [], xs, ys, zs, ... ]

Typically used as an infix operator when defining Listable instances:

instance Listable <Type> where
  tiers  =  ...
         \/ cons<N> <Cons>  `ofWeight`  <W>
         \/ ...

Warning: do not apply `ofWeight` 0 to recursive data structure constructors. In general this will make the list of size 0 infinite, breaking the tier invariant (each tier must be finite).

`ofWeight` n is equivalent to reset followed by n applications of delay.

Boolean implication operator. Useful for defining conditional properties:

prop_something x y = condition x y ==> something x y

Examples:

> prop_addMonotonic x y  =  y > 0 ==> x + y > x
> check prop_addMonotonic
+++ OK, passed 200 tests.

There exists an assignment of values that satisfies a property up to a number of test values?

exists 1000 $ \x -> x > 10

Does a property fail for a number of test values?

fails 1000 $ \xs -> xs ++ ys == ys ++ xs

Does a property hold up to a number of test values?

holds 1000 $ \xs -> length (sort xs) == length xs

Up to a number of tests to a property, returns Just the first witness or Nothing if there is none.

> witness 1000 (\x -> x > 1 && x < 77 && 77 `rem` x == 0)
Just ["7"]

Lists all witnesses up to a number of tests to a property.

> witnesses 1000 (\x -> x > 1 && x < 77 && 77 `rem` x == 0)
[["7"],["11"]]

Take a tiered product of lists of tiers.

[t0,t1,t2,...] >< [u0,u1,u2,...]  =
  [ t0**u0
  , t0**u1 ++ t1**u0
  , t0**u2 ++ t1**u1 ++ t2**u0
  , ...       ...       ...       ...
  ]
  where xs ** ys = [(x,y) | x <- xs, y <- ys]

Example:

[[0],[1],[2],...] >< [[0],[1],[2],...]  =
  [ [(0,0)]
  , [(1,0),(0,1)]
  , [(2,0),(1,1),(0,2)]
  , [(3,0),(2,1),(1,2),(0,3)]
  , ...
  ]

Interleave tiers --- sum of two tiers enumerations. When in doubt, use \/ instead.

[xs,ys,zs,...] \/ [as,bs,cs,...]  =  [xs+|as, ys+|bs, zs+|cs, ...]

Append tiers --- sum of two tiers enumerations.

[xs,ys,zs,...] \/ [as,bs,cs,...]  =  [xs++as, ys++bs, zs++cs, ...]

Lazily interleaves two lists, switching between elements of the two. Union/sum of the elements in the lists.

[x,y,z,...] +| [a,b,c,...]  =  [x,a,y,b,z,c,...]

Tiers of values that follow a property.

Typically used in the definition of Listable tiers:

instance Listable <Type> where
  tiers  =  ...
         \/ cons<N> `suchThat` <condition>
         \/ ...

Examples:

> tiers `suchThat` odd
[[], [1], [-1], [], [], [3], [-3], [], [], [5], ...]

> tiers `suchThat` even
[[0], [], [], [2], [-2], [], [], [4], [-4], [], ...]

This function is just a flipped version of filterT.

Resets any delays in a list-of tiers. Conceptually this function makes a constructor "weightless", assuring the first tier is non-empty.

reset [[], [], ..., xs, ys, zs, ...]  =  [xs, ys, zs, ...]

reset [[], xs, ys, zs, ...]  =  [xs, ys, zs, ...]

reset [[], [], ..., [x], [y], [z], ...]  =  [[x], [y], [z], ...]

Typically used when defining Listable instances:

instance Listable <Type> where
  tiers  =  ...
         \/ reset (cons<N> <Constructor>)
         \/ ...

Be careful: do not apply reset to recursive data structure constructors. In general this will make the list of size 0 infinite, breaking the tiers invariant (each tier must be finite).

Delays the enumeration of tiers. Conceptually this function adds to the weight of a constructor.

delay [xs, ys, zs, ... ]  =  [[], xs, ys, zs, ...]

delay [[x,...], [y,...], ...]  =  [[], [x,...], [y,...], ...]

Typically used when defining Listable instances:

instance Listable <Type> where
  tiers  =  ...
         \/ delay (cons<N> <Constructor>)
         \/ ...

Returns tiers of applications of a 5-argument constructor.

Test.LeanCheck.Basic defines cons6 up to cons12. Those are exported by default from Test.LeanCheck, but are hidden from the Haddock documentation.

Returns tiers of applications of a 4-argument constructor.

Returns tiers of applications of a 3-argument constructor.

Given a constructor with two Listable arguments, return tiers of applications of this constructor. By default, returned values will have size/weight of 1.

Given a constructor with one Listable argument, return tiers of applications of this constructor. By default, returned values will have size/weight of 1.

Given a constructor with no arguments, returns tiers of all possible applications of this constructor. Since in this case there is only one possible application (to no arguments), only a single value, of size/weight 0, will be present in the resulting list of tiers.

concatMap over tiers

concat tiers of tiers

filter tiers

filterT p [xs, yz, zs, ...]  =  [filter p xs, filter p ys, filter p zs]

filterT odd tiers  =  [[], [1], [-1], [], [], [3], [-3], [], [], [5], ...]

map over tiers

mapT f [[x], [y,z], [w,...], ...]  =  [[f x], [f y, f z], [f w, ...], ...]

mapT f [xs, ys, zs, ...]  =  [map f xs, map f ys, map f zs]

Tiers of Floating values. This can be used as the implementation of tiers for Floating types.

This function is equivalent to tiersFractional with positive and negative infinities included: 10 and -10.

tiersFloating :: [[Float]] =
  [ [0.0]
  , [1.0]
  , [-1.0, Infinity]
  , [ 0.5,  2.0, -Infinity]
  , [-0.5, -2.0]
  , [ 0.33333334,  3.0]
  , [-0.33333334, -3.0]
  , [ 0.25,  0.6666667,  1.5,  4.0]
  , [-0.25, -0.6666667, -1.5, -4.0]
  , [ 0.2,  5.0]
  , [-0.2, -5.0]
  , [ 0.16666667,  0.4,  0.75,  1.3333334,  2.5,  6.0]
  , [-0.16666667, -0.4, -0.75, -1.3333334, -2.5, -6.0]
  , ...
  ]

NaN and -0 are excluded from this enumeration.

Tiers of Fractional values. This can be used as the implementation of tiers for Fractional types.

tiersFractional :: [[Rational]]  =
  [ [  0  % 1]
  , [  1  % 1]
  , [(-1) % 1]
  , [  1  % 2,   2  % 1]
  , [(-1) % 2, (-2) % 1]
  , [  1  % 3,   3  % 1]
  , [(-1) % 3, (-3) % 1]
  , [  1  % 4,   2  % 3,   3  % 2,   4  % 1]
  , [(-1) % 4, (-2) % 3, (-3) % 2, (-4) % 1]
  , [  1  % 5,   5  % 1]
  , [(-1) % 5, (-5) % 1]
  , [  1  % 6,   2 % 5,    3  % 4,   4  % 3,   5  % 2,   6  % 1]
  , [(-1) % 6, (-2) % 5, (-3) % 4, (-4) % 3, (-5) % 2, (-6) % 1]
  , ...
  ]

Tiers of Integral values. Can be used as a default implementation of list for Integral types.

For types with negative values, like Int, the list starts with 0 then intercalates between positives and negatives.

listIntegral  =  [0, 1, -1, 2, -2, 3, -3, 4, -4, ...]

For types without negative values, like Word, the list starts with 0 followed by positives of increasing magnitude.

listIntegral  =  [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ...]

This function will not work for types that throw errors when the result of an arithmetic operation is negative such as Natural. For these, use [0..] as the list implementation.

Takes a list of values xs and transform it into tiers on which each tier is occupied by a single element from xs.

> toTiers [x, y, z, ...]
[ [x], [y], [z], ...]

To convert back to a list, just concat.

A type is Listable when there exists a function that is able to list (ideally all of) its values.

Ideally, instances should be defined by a tiers function that returns a (potentially infinite) list of finite sub-lists (tiers): the first sub-list contains elements of size 0, the second sub-list contains elements of size 1 and so on. Size here is defined by the implementor of the type-class instance.

For algebraic data types, the general form for tiers is

tiers = cons<N> ConstructorA
     \/ cons<N> ConstructorB
     \/ ...
     \/ cons<N> ConstructorZ

where N is the number of arguments of each constructor A...Z.

Here is a datatype with 4 constructors and its listable instance:

data MyType  =  MyConsA
             |  MyConsB Int
             |  MyConsC Int Char
             |  MyConsD String

instance Listable MyType where
  tiers =  cons0 MyConsA
        \/ cons1 MyConsB
        \/ cons2 MyConsC
        \/ cons1 MyConsD

The instance for Hutton's Razor is given by:

data Expr  =  Val Int
           |  Add Expr Expr

instance Listable Expr where
  tiers  =  cons1 Val
         \/ cons2 Add

Instances can be alternatively defined by list. In this case, each sub-list in tiers is a singleton list (each succeeding element of list has +1 size).

The function deriveListable from Test.LeanCheck.Derive can automatically derive instances of this typeclass.

A Listable instance for functions is also available but is not exported by default. Import Test.LeanCheck.Function if you need to test higher-order properties.