numeric-prelude: An experimental alternative hierarchy of numeric type classes
Revisiting the Numeric Classes
The Prelude for Haskell 98 offers a well-considered set of numeric classes
which covers the standard numeric types
Complex) quite well.
But they offer limited extensibility and have a few other flaws.
In this proposal we will revisit these classes, addressing the following concerns:
- The current Prelude defines no semantics for the fundamental operations. For instance, presumably addition should be associative (or come as close as feasible), but this is not mentioned anywhere.
- There are some superfluous superclasses.
Showare superclasses of
Num. Consider the data type
data IntegerFunction a = IF (a -> Integer)One can reasonably define all the methods of
IntegerFunction a(satisfying good semantics), but it is impossible to define non-bottom instances of
Show. In general, superclass relationship should indicate some semantic connection between the two classes.
- In a few cases, there is a mix of semantic operations and
toRational, and the various operations in
decodeFloat, ...) are the main examples.
- In some cases, the hierarchy is not finely-grained enough: Operations that are often defined independently are lumped together. For instance, in a financial application one might want a type "Dollar", or in a graphics application one might want a type "Vector". It is reasonable to add two Vectors or Dollars, but not, in general, reasonable to multiply them. But the programmer is currently forced to define a method for '(*)' when she defines a method for '(+)'.
In specifying the semantics of type classes, I will state laws as follows:
(a + b) + c === a + (b + c)
The intended meaning is extensional equality:
The rest of the program should behave in the same way
if one side is replaced with the other.
Unfortunately, the laws are frequently violated by standard instances;
the law above, for instance, fails for
(1e20 + (-1e20)) + 1.0 = 1.0 1e20 + ((-1e20) + 1.0) = 0.0
For inexact number types like floating point types, thus these laws should be interpreted as guidelines rather than absolute rules. In particular, the compiler is not allowed to use them for optimization. Unless stated otherwise, default definitions should also be taken as laws.
Thanks to Brian Boutel, Joe English, William Lee Irwin II, Marcin Kowalczyk, Ketil Malde, Tom Schrijvers, Ken Shan, and Henning Thielemann for helpful comments.
Write modules in the following style:
[-# NoImplicitPrelude #-] module MyModule where ... various specific imports ... import NumericPrelude
NumericPrelude is almost the same as
import NumericPrelude.Numeric import NumericPrelude.Base .
Instead of the
you could also write
import Prelude ()
but this will yield problems with numeric literals.
There are two wrapper types that allow types to be used with both Haskell98 and NumericPrelude type classes that are initially implemented for only one of them.
Scope & Limitations/TODO:
It might be desireable to split Ord up into Poset and Ord (a total ordering). This is not addressed here.
In some cases, this hierarchy may not yet be fine-grained enough. For instance, time spans ("5 minutes") can be added to times ("12:34"), but two times are not addable. ("12:34 + 8:23") As it stands, users have to use a different operator for adding time spans to times than for adding two time spans. Similar issues arise for vector space et al. This is a consciously-made tradeoff, but might be changed. This becomes most serious when dealing with quantities with units like
length/distance^2, for which
(*)as defined here is useless. (One way to see the issue: should
f x y = iterate (x *) yhave principal type
(Ring.C a) => a -> a -> [a]or something like
(Ring.C a, Module a b) => a -> b -> [b]?)
I stuck with the Haskell 98 names. In some cases I find them lacking. Neglecting backwards compatibility, we have renamed classes as follows: Num --> Additive, Ring, Absolute Integral --> ToInteger, IntegralDomain, RealIntegral Fractional --> Field Floating --> Algebraic, Transcendental Real --> ToRational RealFrac --> RealRing, RealField RealFloat --> RealTranscendental
Additional standard libraries might include Enum, IEEEFloat (including the bulk of the functions in Haskell 98's RealFloat class), VectorSpace, Ratio, and Lattice.
|Versions [faq]||0.0.2, 0.0.4, 0.0.5, 0.1, 0.1.1, 0.1.2, 0.1.3, 0.1.3.1, 0.1.3.2, 0.1.3.3, 0.1.3.4, 0.2, 0.2.1, 0.2.2, 0.2.2.1, 0.3, 0.3.0.1, 0.3.0.2, 0.4, 0.4.0.1, 0.4.0.2, 0.4.0.3, 0.4.1, 0.4.2, 0.4.3, 0.4.3.1, 0.4.3.2|
|Dependencies||array (>=0.1 && <0.4), base (>=1.0 && <6), containers (>=0.1 && <0.5), deepseq (>=1.1 && <1.3), gnuplot (>=0.3 && <0.5), HTam (>=0.0.2 && <0.1), HUnit (==1.*), non-negative (>=0.0.5 && <0.2), parsec (>=1 && <4), QuickCheck (>=1 && <3), random (==1.0.*), storable-record (>=0.0.1 && <0.1), utility-ht (>=0.0.6 && <0.1) [details]|
|Author||Dylan Thurston <firstname.lastname@example.org>, Henning Thielemann <email@example.com>, Mikael Johansson|
|Maintainer||Henning Thielemann <firstname.lastname@example.org>|
|Source repo||this: darcs get http://code.haskell.org/numeric-prelude/ --tag 0.2.2
head: darcs get http://code.haskell.org/numeric-prelude/
|Uploaded||by HenningThielemann at 2012-01-03T17:23:43Z|
|Distributions||LTSHaskell:0.4.3.1, NixOS:0.4.3.2, Stackage:0.4.3.1|
|Executables||test-gaussian, testsuite, test|
|Downloads||20205 total (39 in the last 30 days)|
|Rating||2.0 (votes: 1) [estimated by Bayesian average]|
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