Difference between revisions of "Seq"

From HaskellWiki
Jump to navigation Jump to search
m
m
 
(5 intermediate revisions by the same user not shown)
Line 1: Line 1:
 
<span>{{DISPLAYTITLE:seq}}</span>
 
<span>{{DISPLAYTITLE:seq}}</span>
   
  +
While its name might suggest otherwise, the <code>seq</code> function's purpose is to introduce ''strictness'' to a Haskell program. As indicated by its type signature:
The <tt>seq</tt> function is the most basic method of introducing strictness to a Haskell program. <tt>seq :: a -> b -> b</tt> takes two arguments of any type, and returns the second. However, it also has the important property that it is magically strict in its first argument. In essence, <tt>seq</tt> is defined by the following two equations:
 
   
 
<haskell>
 
<haskell>
⊥ `seq` b =
+
seq :: a -> b -> b
a `seq` b = b
 
 
</haskell>
 
</haskell>
   
  +
it takes two arguments of any type, and returns the second. However, it also has the important property that it is always strict in its first argument. In essence, <code>seq</code> is defined by the following two equations:
See [[Bottom]] for an explanation of the ⊥ symbol.
 
   
  +
<haskell>
A common misconception regarding <tt>seq</tt> is that <tt>seq x</tt> "evaluates" <tt>x</tt>. Well, sort of. <tt>seq</tt> doesn't evaluate anything just by virtue of existing in the source file, all it does is introduce an artificial data dependency of one value on another: when the result of <tt>seq</tt> is evaluated, the first argument must also (sort of; see below) be evaluated. As an example, suppose <tt>x :: Integer</tt>, then <tt>seq x b</tt> behaves essentially like <tt>if x == 0 then b else b</tt> – unconditionally equal to <tt>b</tt>, but forcing <tt>x</tt> along the way. In particular, the expression <tt>x `seq` x</tt> is completely redundant, and always has exactly the same effect as just writing <tt>x</tt>.
 
  +
⊥ `seq` b = ⊥
  +
a `seq` b | a ≠ ⊥ = b
  +
</haskell>
  +
  +
(See [[Bottom]] for an explanation of the <code>⊥</code> symbol.)
  +
__NOTOC__
  +
  +
=== History ===
  +
  +
The need for a primitive sequencing definition has been known since at least 1996:
  +
  +
<blockquote>
  +
The <code>seq</code> combinator implements sequential composition. When the expression <code>e1 ‘seq‘ e2</code> is evaluated, <code>e1</code>
  +
is evaluated to weak head normal form first, and then the value of <code>e2</code> is returned. In the following parallel <code>nfib</code>
  +
function, <code>seq</code> is used to force the evaluation of <code>n2</code> before the addition takes place. This is because Haskell does not
  +
specify which operand is evaluated first, and if <code>n1</code> was evaluated before <code>n2</code>, there would be no parallelism.
  +
  +
<haskell>
  +
nfib :: Int -> Int
  +
nfib n | n <= 1 = 1
  +
| otherwise = n1 ‘par‘ (n2 ‘seq‘ n1 + n2 + 1)
  +
where
  +
n1 = nfib (n-1)
  +
n2 = nfib (n-2)
  +
</haskell>
  +
  +
:<small>[https://web.archive.org/web/20040228202402/http://www.dcs.gla.ac.uk/fp/workshops/fpw96/Trinder.pdf Accidents always Come in Threes: A Case Study of Data-intensive Programs in Parallel Haskell] (page 2 of 14).</small>
  +
</blockquote>
  +
  +
...the same year <code>seq</code> was introduced in Haskell 1.3 as a method of the (now-abandonded) <code>Eval</code> type class:
  +
  +
<haskell>
  +
class Eval a where
  +
strict :: (a -> b) -> a -> b
  +
seq :: a -> b -> b
  +
  +
strict f x = x ‘seq‘ f x
  +
</haskell>
  +
  +
However, despite that need by the time Haskell 98 was released <code>seq</code> had been reduced to a primitive strictness definition. But in 2009, all doubts about the need for a primitive sequencing definition were vanquished:
  +
  +
<blockquote>
  +
<b>2.1 The need for</b><code>pseq</code>
  +
  +
The <code>pseq</code> combinator is used for sequencing; informally, it
  +
evaluates its first argument to weak-head normal form, and then evaluates
  +
its second argument, returning the value of its second argument.
  +
Consider this definition of <code>parMap</code>:
  +
  +
<haskell>
  +
parMap f [] = []
  +
parMap f (x:xs) = y ‘par‘ (ys ‘pseq‘ y:ys)
  +
where y = f x
  +
ys = parMap f xs
  +
</haskell>
  +
  +
The intention here is to spark the evaluation of <code>f x</code>, and then
  +
evaluate <code>parMap f xs</code>, before returning the new list <code>y:ys</code>. The
  +
programmer is hoping to express an <i>ordering</i> of the evaluation: <i>first</i>
  +
spark <code>y</code>, <i>then</i> evaluate <code>ys</code>.
  +
  +
:<small>[https://www.cs.tufts.edu/~nr/cs257/archive/simon-peyton-jones/multicore-ghc.pdf Runtime Support for Multicore Haskell] (page 2 of 12).</small>
  +
</blockquote>
  +
  +
Alas, this confirmation failed to influence Haskell 2010 - to this day, <code>seq</code> remains just a primitive strictness definition. So for enhanced confusion the only Haskell implementation still in widespread use now provides both <code>seq</code> and <code>pseq</code>.
  +
  +
=== Demystifying <code>seq</code> ===
  +
  +
A common misconception regarding <code>seq</code> is that <code>seq x</code> "evaluates" <code>x</code>. Well, sort of. <code>seq</code> doesn't evaluate anything just by virtue of existing in the source file, all it does is introduce an artificial data dependency of one value on another: when the result of <code>seq</code> is evaluated, the first argument must also (sort of; see below) be evaluated. As an example, suppose <code>x :: Integer</code>, then <code>seq x b</code> behaves essentially like <code>if x == 0 then b else b</code> – unconditionally equal to <tt>b</tt>, but forcing <code>x</code> along the way. In particular, the expression <code>x `seq` x</code> is completely redundant, and always has exactly the same effect as just writing <code>x</code>.
  +
  +
Strictly speaking, the two equations of <code>seq</code> are all it must satisfy, and if the compiler can statically prove that the first argument is not ⊥, or that its second argument ''is'', it doesn't have to evaluate anything to meet its obligations. In practice, this almost never happens, and would probably be considered highly counterintuitive behaviour on the part of GHC (or whatever else you use to run your code). So for example, in <code>seq a b</code> it is perfectly legitimate for <code>seq</code> to:
  +
  +
:1. evaluate <code>b</code> - its ''second'' argument,
  +
  +
:2. before evaluating <code>a</code> - its first argument,
  +
  +
:3. then returning <code>b</code>.
  +
  +
In this larger example:
  +
  +
<haskell>
  +
let x = ... in
  +
let y = sum [0..47] in
  +
x `seq` 3 + y + y^2
  +
</haskell>
  +
  +
<code>seq</code> immediately evaluating its second argument (<code>3 + y + y^2</code>) avoids having to allocate space to store <code>y</code>:
  +
  +
<haskell>
  +
let x = ... in
  +
case sum [0..47] of
  +
y -> x `seq` 3 + y + y^2
  +
</haskell>
   
  +
However, sometimes this ambiguity is undesirable, hence the need for <code>pseq</code>.
Strictly speaking, the two equations of <tt>seq</tt> are all it must satisfy, and if the compiler can statically prove that the first argument is not ⊥, or that its second argument ''is'', it doesn't have to evaluate anything to meet its obligations. In practice, this almost never happens, and would probably be considered highly counterintuitive behaviour on the part of GHC (or whatever else you use to run your code). However, it ''is'' the case that evaluating <tt>b</tt> and ''then'' <tt>a</tt>, then returning <tt>b</tt> is a perfectly legitimate thing to do; it was to prevent this ambiguity that <tt>pseq</tt> was invented, but that's another story.
 
   
=== Common uses of <tt>seq</tt> ===
+
=== Common uses of <code>seq</code> ===
   
<tt>seq</tt> is typically used in the semantic interpretation of other strictness techniques, like strictness annotations in data types, or GHC's <tt>BangPatterns</tt> extension. For example, the meaning of this:
+
<code>seq</code> is typically used in the semantic interpretation of other strictness techniques, like strictness annotations in data types, or GHC's <tt>BangPatterns</tt> extension. For example, the meaning of this:
   
 
<haskell>
 
<haskell>
Line 26: Line 118:
 
<haskell>
 
<haskell>
 
f x y | x `seq` y `seq` False = undefined
 
f x y | x `seq` y `seq` False = undefined
| otherwise = z
+
| otherwise = z
 
</haskell>
 
</haskell>
   
 
although that literal translation may not actually take place.
 
although that literal translation may not actually take place.
   
<tt>seq</tt> is frequently used with accumulating parameters to ensure that they don't become huge thunks, which will be forced at the end anyway. For example, strict foldl:
+
<code>seq</code> is frequently used with accumulating parameters to ensure that they don't become huge thunks, which will be forced at the end anyway. For example, strict <code>foldl</code>:
   
 
<haskell>
 
<haskell>
Line 50: Line 142:
 
=== Controversy! ===
 
=== Controversy! ===
   
Note that <tt>seq</tt> is the ''only'' way to force evaluation of a value with a function type (except by applying it, which is liable to cause other problems). As such, it is the only reason why Haskell programs are able to distinguish between the following two values:
+
Note that <code>seq</code> is the ''only'' way to force evaluation of a value with a function type (except by applying it, which is liable to cause other problems). As such, it is the only reason why Haskell programs are able to distinguish between the following two values:
   
 
<haskell>
 
<haskell>
Line 57: Line 149:
 
</haskell>
 
</haskell>
   
This violates the principle from lambda calculus of extensionality of functions, or eta-conversion, because <tt>f</tt> and <tt>\x -> f x</tt> are distinct functions, even though they return the same output for ''every'' input. For this reason, <tt>seq</tt>, and this distinction, is sometimes ignored e.g. when assessing the correctness of [[Correctness of short cut fusion|optimisation techniques]] or type class instances.
+
This violates the principle from lambda calculus of extensionality of functions, or eta-conversion, because <code>f</code> and <code>\x -> f x</code> are distinct functions, even though they return the same output for ''every'' input. For this reason, <code>seq</code>, and this distinction, is sometimes ignored e.g. when assessing the correctness of [[Correctness of short cut fusion|optimisation techniques]] or type class instances.
   
 
== See also ==
 
== See also ==

Latest revision as of 07:44, 5 September 2024

While its name might suggest otherwise, the seq function's purpose is to introduce strictness to a Haskell program. As indicated by its type signature:

seq :: a -> b -> b

it takes two arguments of any type, and returns the second. However, it also has the important property that it is always strict in its first argument. In essence, seq is defined by the following two equations:

 `seq` b         = 
a `seq` b | a   = b

(See Bottom for an explanation of the symbol.)


History

The need for a primitive sequencing definition has been known since at least 1996:

The seq combinator implements sequential composition. When the expression e1 ‘seq‘ e2 is evaluated, e1 is evaluated to weak head normal form first, and then the value of e2 is returned. In the following parallel nfib function, seq is used to force the evaluation of n2 before the addition takes place. This is because Haskell does not specify which operand is evaluated first, and if n1 was evaluated before n2, there would be no parallelism.

nfib :: Int -> Int
nfib n | n <= 1    = 1
       | otherwise = n1 par (n2 seq n1 + n2 + 1)
                     where
                       n1 = nfib (n-1)
                       n2 = nfib (n-2)
Accidents always Come in Threes: A Case Study of Data-intensive Programs in Parallel Haskell (page 2 of 14).

...the same year seq was introduced in Haskell 1.3 as a method of the (now-abandonded) Eval type class:

class Eval a where
   strict :: (a -> b) -> a -> b
   seq    :: a -> b -> b

   strict f x = x seq f x

However, despite that need by the time Haskell 98 was released seq had been reduced to a primitive strictness definition. But in 2009, all doubts about the need for a primitive sequencing definition were vanquished:

2.1 The need forpseq

The pseq combinator is used for sequencing; informally, it evaluates its first argument to weak-head normal form, and then evaluates its second argument, returning the value of its second argument. Consider this definition of parMap:

parMap f []     = []
parMap f (x:xs) = y par (ys pseq y:ys)
   where y  = f x
         ys = parMap f xs

The intention here is to spark the evaluation of f x, and then evaluate parMap f xs, before returning the new list y:ys. The programmer is hoping to express an ordering of the evaluation: first spark y, then evaluate ys.

Runtime Support for Multicore Haskell (page 2 of 12).

Alas, this confirmation failed to influence Haskell 2010 - to this day, seq remains just a primitive strictness definition. So for enhanced confusion the only Haskell implementation still in widespread use now provides both seq and pseq.

Demystifying seq

A common misconception regarding seq is that seq x "evaluates" x. Well, sort of. seq doesn't evaluate anything just by virtue of existing in the source file, all it does is introduce an artificial data dependency of one value on another: when the result of seq is evaluated, the first argument must also (sort of; see below) be evaluated. As an example, suppose x :: Integer, then seq x b behaves essentially like if x == 0 then b else b – unconditionally equal to b, but forcing x along the way. In particular, the expression x `seq` x is completely redundant, and always has exactly the same effect as just writing x.

Strictly speaking, the two equations of seq are all it must satisfy, and if the compiler can statically prove that the first argument is not ⊥, or that its second argument is, it doesn't have to evaluate anything to meet its obligations. In practice, this almost never happens, and would probably be considered highly counterintuitive behaviour on the part of GHC (or whatever else you use to run your code). So for example, in seq a b it is perfectly legitimate for seq to:

1. evaluate b - its second argument,
2. before evaluating a - its first argument,
3. then returning b.

In this larger example:

let x = ... in
let y = sum [0..47] in
x `seq` 3 + y + y^2

seq immediately evaluating its second argument (3 + y + y^2) avoids having to allocate space to store y:

let x = ... in
case sum [0..47] of
  y -> x `seq` 3 + y + y^2

However, sometimes this ambiguity is undesirable, hence the need for pseq.

Common uses of seq

seq is typically used in the semantic interpretation of other strictness techniques, like strictness annotations in data types, or GHC's BangPatterns extension. For example, the meaning of this:

f !x !y = z

is this:

f x y | x `seq` y `seq` False = undefined
      | otherwise = z

although that literal translation may not actually take place.

seq is frequently used with accumulating parameters to ensure that they don't become huge thunks, which will be forced at the end anyway. For example, strict foldl:

foldl' :: (a -> b -> a) -> a -> [b] -> a
foldl' _ z [] = z
foldl' f z (x:xs) = let z' = f z x in z' `seq` foldl' f z' xs

It's also used to define strict application:

($!) :: (a -> b) -> a -> b
f $! x = x `seq` f x

which is useful for some of the same reasons.

Controversy!

Note that seq is the only way to force evaluation of a value with a function type (except by applying it, which is liable to cause other problems). As such, it is the only reason why Haskell programs are able to distinguish between the following two values:

undefined :: a -> b
const undefined :: a -> b

This violates the principle from lambda calculus of extensionality of functions, or eta-conversion, because f and \x -> f x are distinct functions, even though they return the same output for every input. For this reason, seq, and this distinction, is sometimes ignored e.g. when assessing the correctness of optimisation techniques or type class instances.

See also