hpr2878 :: Type classes in Haskell
Tuula explains what type classes are and how to use them
Hosted by Tuula on Wednesday, 2019-08-14 is flagged as Clean and is released under a CC-BY-SA license.
type class.
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Haskell.
A series looking into the Haskell (programming language)
Background
Type classes are Haskell’s way of doing ad hoc polymorphics or overloading. They are used to defined set of functions that can operate more than one specific type of data.
Equality
In Haskell there’s no default equality, it has to be defined.
There’s two parts to the puzzle. First is type class Eq
that comes with the standard library and defines function signatures for equality and non-equality comparisons. There’s type parameter a
in the definition, which is filled by user when they define instance of Eq
for their data. In that instance definition, a
is filled with concrete type.
class Eq a where
(==) :: a -> a -> Bool
(/=) :: a -> a -> Bool
x /= y = not (x == y)
Definition above can be read as “class Eq a that has two functions with following signatures and implementations”. In other words, given two a
, this function determines are they equal or not (thus Bool
as return type). /=
is defined in terms of ==
, so it’s enough to define one and you get other one for free. But you can still define both if you’re so included (maybe some optimization case).
If we define our own Size
type, like below, we can compare sizes:
data Size = Small | Medium | Large
deriving (Show, Read)
instance Eq Size where
Small == Small = True
Medium == Medium = True
Large == Large = True
_ == _ = False
And here’s couple example comparisons.
> Small == Small
True
> Large /= Large
False
Writing these by hand is both tedious and error prone, so we usually use automatic derivation for them. Note how the second line now reads deriving (Show, Read, Eq)
.
data Size = Small | Medium | Large
deriving (Show, Read, Eq)
Hierarchy between type classes
There can be hierarchy between type classes, meaning one requires presence of another. Common example is Ord
, which is used to order data.
class Eq a => Ord a where
compare :: a -> a -> Ordering
(<) :: a -> a -> Bool
(>=) :: a -> a -> Bool
(>) :: a -> a -> Bool
(<=) :: a -> a -> Bool
max :: a -> a -> a
min :: a -> a -> a
This definition can be read as “class Ord a, where a has instance of Eq, with pile of functions as follows”. Ord
has default implementation for quite many of these, in terms of others, so it’s enough to implement either compare
or <=
.
For our Size
, instance of Ord
could be defined as:
instance Ord Size where
Small <= _ = True
Medium <= Small = False
Medium <= _ = True
Large <= Large = True
Large <= _ = False
Writing generic code
There’s lots and lots of type classes in standard library:
Num
for numeric operationsIntegral
for integer numbersFloating
for floating numbersShow
for turning data into stringsRead
for turning strings to dataEnum
for sequentially ordered types (these can be enumerated)Bounded
for things with upper and lower bound- and so on…
Type classes allow you to write really generic code. Following is contrived example using Ord
and Show
:
check :: (Ord a, Show a) => a -> a -> String
check a b =
case compare a b of
LT ->
show a ++ " is smaller than " ++ show b
GT ->
show a ++ " is greater than " ++ show b
EQ ->
show a ++ " and " ++ show b ++ " are equal"
Check takes two parameters that are same type and that type has to have Ord
and Show
instances. Ord
is for ordering and Show
is for turning data into string (handy for displaying it). The end result is string telling result of comparison. Below is some examples of usage. Note how our function can handle different types of data: Size
, Int
and [Int]
.
> check Medium Small
"Medium is greater than Small"
> check Small Large
"Small is smaller than Large"
> check 7 3
"7 is greater than 3"
> check [1, 2] [1, 1, 1]
"[1, 2] is greater than [1, 1, 1]"
There are many extensions to type classes that add more behaviour. These aren’t part of standard Haskell, but can be enabled with a pragma definition or compiler flag. They can be somewhat more complicated to use, have special cases that need careful consideration, but offer interesting options.
In closing
Thank you for listening. Question, comments and feedback welcome. Best way to catch me nowadays is either by email or in fediverse, where I’m Tuula@mastodon.social
.