Jason Dagit wrote:
On Mon, Apr 6, 2009 at 10:09 PM, Eugene Kirpichov <ekirpic...@gmail.com> wrote:

Since the argument to sortBy must impose a linear ordering on its
arguments, and any linear ordering may as well be generated by
assigning an integer to each element of type 'a', and your sorting
function is polymorphic, from the free theorem for the sorting
function we may deduce that it suffices to test your function on
integer lists with a casual comparison function (Data.Ord.compare),
and there is no need to generate a random comparison function.


Interesting.  How is this free theorem stated for the sorting
function?  Intuitively I understand that if the type is polymorphic,
then it seems reasonable to just pick one type and go with it.

You can try free theorems here:

http://linux.tcs.inf.tu-dresden.de/~voigt/ft/

For example, for

sort :: Ord a => [a] -> [a]

it generates the following:

forall t1,t2 in TYPES(Ord), f :: t1 -> t2, f respects Ord.
 forall x :: [t1]. map f (sort x) = sort (map f x)

where:

f respects Ord if f respects Eq and
  forall x :: t1.
   forall y :: t1. compare x y = compare (f x) (f y)
  forall x :: t1. forall y :: t1. (<) x y = (<) (f x) (f y)
  forall x :: t1. forall y :: t1. (<=) x y = (<=) (f x) (f y)
  forall x :: t1. forall y :: t1. (>) x y = (>) (f x) (f y)
  forall x :: t1. forall y :: t1. (>=) x y = (>=) (f x) (f y)

f respects Eq if
  forall x :: t1. forall y :: t1. (==) x y = (==) (f x) (f y)
  forall x :: t1. forall y :: t1. (/=) x y = (/=) (f x) (f y)

Assuming that all the comparison functions relate to each other in the
mathematically sensible way, the latter can be reduced to:

f respects Ord if
  forall x :: t1. forall y :: t1. (x <= y) = (f x <= f y)

For sortBy you would get a similar free theorem.

To see how the free theorem allows you to switch from an arbitrary type
to just integers, set t2=Int and simply use f to build a
order-preserving bijection between elements in the list x and a prefix
of [1,2,3,4,...]

Ciao, Janis.

--
Dr. Janis Voigtlaender
http://wwwtcs.inf.tu-dresden.de/~voigt/
mailto:vo...@tcs.inf.tu-dresden.de

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