# Correctness of short cut fusion

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==Short cut fusion== | ==Short cut fusion== | ||

− | + | [[Short cut fusion]] allows elimination of intermediate data structures using rewrite rules that can also be performed automatically during compilation. | |

The two most popular instances are the <hask>foldr</hask>/<hask>build</hask>- and the <hask>destroy</hask>/<hask>unfoldr</hask>-rule for Haskell lists. | The two most popular instances are the <hask>foldr</hask>/<hask>build</hask>- and the <hask>destroy</hask>/<hask>unfoldr</hask>-rule for Haskell lists. | ||

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[[Category:Tutorials]] | [[Category:Tutorials]] | ||

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[[Category:Program transformation]] | [[Category:Program transformation]] |

## Revision as of 08:49, 18 January 2008

## Contents |

## 1 Short cut fusion

Short cut fusion allows elimination of intermediate data structures using rewrite rules that can also be performed automatically during compilation.

The two most popular instances are the### 1.1 foldr/build

The foldr :: (a -> b -> b) -> b -> [a] -> b foldr c n [] = n foldr c n (x:xs) = c x (foldr c n xs) build :: (forall b. (a -> b -> b) -> b -> b) -> [a] build g = g (:) []

*rank-2 polymorphic*type of

foldr c n (build g) <nowiki>→</nowiki> g c n

### 1.2 destroy/unfoldr

The destroy :: (forall b. (b -> Maybe (a,b)) -> b -> c) -> [a] -> c destroy g = g step step :: [a] -> Maybe (a,[a]) step [] = Nothing step (x:xs) = Just (x,xs) unfoldr :: (b -> Maybe (a,b)) -> b -> [a] unfoldr p e = case p e of Nothing -> [] Just (x,e') -> x:unfoldr p e'

*rank-2 polymorphic*type of

destroy g (unfoldr p e) <nowiki>→</nowiki> g p e

## 2 Correctness

If the*RULES pragmas*, we clearly want them to be equivalences.

That is, the left- and right-hand sides should be semantically the same for each instance of either rule. Unfortunately, this is not so in Haskell.

We can distinguish two situations, depending on whether### 2.1 In the absence of seq

#### 2.1.1 foldr/build

If foldr c n (build g) = g c n

The two sides are interchangeable in any program without affecting semantics.

#### 2.1.2 destroy/unfoldr

The To see this, consider the following instance:

g = \x y -> case x y of Just z -> 0 p = \x -> if x==0 then Just undefined else Nothing e = 0

destroy g (unfoldr p e) = g step (unfoldr p e) = case step (unfoldr p e) of Just z -> 0 = case step (case p e of Nothing -> [] Just (x,e') -> x:unfoldr p e') of Just z -> 0 = case step (case Just undefined of Nothing -> [] Just (x,e') -> x:unfoldr p e') of Just z -> 0 = undefined

while its right-hand side "evaluates" as follows:

g p e = case p e of Just z -> 0 = case Just undefined of Just z -> 0 = 0

The obvious questions now are:

- Can the converse also happen, that is, can a safely terminating program be transformed into a failing one?
- Can a safely terminating program be transformed into another safely terminating one that gives a different value as result?

There is no formal proof yet, but strong evidence supporting the conjecture that the answer to both questions is "**No!**".

destroy g (unfoldr p e) <math>\sqsubseteq</math> g p e

What *is* known is that semantic equivalence can be recovered here by putting moderate restrictions on p.

destroy g (unfoldr p e) = g p e

### 2.2 In the presence of seq

This is the more interesting setting, given that in Haskell there is no way to restrict the use of Unsurprisingly, it is also the setting in which more can go wrong than above.

#### 2.2.1 foldr/build

In the presence of The instance

g = seq c = undefined n = 0

The converse cannot happen, because the following always holds:

foldr c n (build g) <math>\sqsupseteq</math> g c n

Moreover, semantic equivalence can again be recovered by putting restrictions on the involved functions.

More precisely, iffoldr c n (build g) = g c n

#### 2.2.2 destroy/unfoldr

Contrary to the situation without This is witnessed by the following instance:

g = \x y -> seq x 0 p = undefined e = 0

Conditions for semantic approximation in either direction can be given as follows.

Ifdestroy g (unfoldr p e) <math>\sqsubseteq</math> g p e

destroy g (unfoldr p e) <math>\sqsupseteq</math> g p e

Of course, conditions for semantic equivalence can be obtained by combining the two laws above.

## 3 Discussion

Correctness of short cut fusion is not just an academic issue.

All recent versions of GHC (at least 6.0 - 6.6) automatically perform transformations likeThere has been at least one occasion where, as a result, a safely terminating program was turned into a failing one "in the wild", with a less artificial example than the ones given above.

### 3.1 foldr/build

As pointed out above, everything is fine with ### 3.2 destroy/unfoldr

As above, the compiler cannot figure out automatically whether (and how) a given instance of data Step a b = Done | Yield a b destroy' :: (forall b. (b -> Step a b) -> b -> c) -> [a] -> c destroy' g = g step' step' :: [a] -> Step a [a] step' [] = Done step' (x:xs) = Yield x xs unfoldr' :: (b -> Step a b) -> b -> [a] unfoldr' p e = case p e of Done -> [] Yield x e' -> x:unfoldr' p e'

But it allows some of the laws above to be simplified a bit.

We would still have that ifdestroy g' (unfoldr' p e) <math>\sqsubseteq</math> g p e

destroy' g (unfoldr' p e) = g p e

destroy' g (unfoldr' p e) <math>\sqsubseteq</math> g p e

destroy' g (unfoldr' p e) <math>\sqsupseteq</math> g p e

The worst change in program behavior from a complier user's point of view is when, through application of "optimization" rules, a safely terminating program is transformed into a failing one or one delivering a different result.

This can happen in the presence ofrepeat x = unfoldr (\y -> Just (x,y)) undefined

or

repeat x = unfoldr' (\y -> Yield x y) undefined

A left-to-right approximation as in

destroy g (unfoldr p e) <math>\sqsubseteq</math> g p e

under suitable preconditions might be acceptable in practice. After all, it only means that the transformed program may be "more terminating" than the original one, but not less so.

If one insists on semantic equivalence rather than approximation, then the conditions imposed on the producer of the intermediate list become quite severe, in particular in the potential presence ofFor example, the following producer has to be outlawed then:

enumFromTo n m = unfoldr (\i -> if i>m then Nothing else Just (i,i+1)) n

## 4 Literature

Various parts of the above story, and elaborations thereof, are also told in the following papers:

- A. Gill, J. Launchbury, and S.L. Peyton Jones. A short cut to deforestation. Functional Programming Languages and Computer Architecture, Proceedings, pages 223-232, ACM Press, 1993.
- J. Svenningsson. Shortcut fusion for accumulating parameters & zip-like functions. International Conference on Functional Programming, Proceedings, pages 124-132, ACM Press, 2002.
- P. Johann. On proving the correctness of program transformations based on free theorems for higher-order polymorphic calculi. Mathematical Structures in Computer Science, 15:201-229, 2005.
- P. Johann and J. Voigtländer. The impact of seq on free theorems-based program transformations. Fundamenta Informaticae, 69:63-102, 2006.
- J. Voigtländer and P. Johann. Selective strictness and parametricity in structural operational semantics. Technical Report TUD-FI06-02, Technische Universität Dresden, 2006.