In the expression
data Frank a b = Frank {frankField :: b a} deriving (Show)
What does {frankField :: b a} means?
Is {frankField :: b a} a type constructor? If so, should the parameters look like b->a instead b a?
Frank is a type of kind * -> (* -> *) -> *, that is, it takes a type a (of kind *) such as Int, Char, or String; and a unary type constructor b (of kind * -> *) such as Maybe or Either String. (You can check the kind of a type using the :kind or :k command in GHCi.)
It has one constructor, also named Frank, which contains one field (not a constructor) of type b a called frankField—for example, the type of frankField in a value of type Frank Int Maybe is Maybe Int, since b = Maybe and a = Int, so b a = Maybe Int.
This definition is using record notation to give a name to the field—you could also have written just data Frank a b = Frank (b a) to leave it anonymous, but the advantage of naming the field is that you can use explicit record syntax to construct a Frank value:
frank1 :: Frank Int Maybe
frank1 = Frank { frankField = Just 1 }
Or to modify a value:
frank2 :: Frank Int Maybe
frank2 = frank1 { frankField = Nothing }
Or access the field by name:
value :: Maybe Int
value = frankField frank1
This is more convenient, and more common, when a constructor includes multiple fields; also, you’ll typically see newtype instead of data when a type wraps only a single value, since newtype has less overhead and slightly different laziness semantics.
Related
I need to define a Union Type which the set of the type includes
a -> b OR a -> IO b
a -> b || a -> IO b
or
a -> b | IO b
foo :: (a -> b | IO b) -> IO (R a) -> IO (R b)
I tried data unionType b = b | IO b that does not work.
Not a data constructor: ‘b’parser
No quick fixes available
Is it possible in Haskell?
In Haskell, a sum type (the standard term for a disjoint union type) requires explicit "constructors" for its components, so you need to write something like:
data BarType b = BarPure b | BarIO (IO b)
This defines a type BarType, and it also defines constructors BarPure and BarIO for use in constructing values of this type:
val1, val2 :: BarType String
val1 = BarPure "pure"
val2 = BarIO getLine
and consuming values of this type via case-matching:
runBar :: BarType b -> IO b
runBar barb = case barb of
BarPure s -> pure s
BarIO act -> act
There are two issues: On the one hand your type must be upper-case, that is UnionType. Second, you need to define type constructors to be able to create a value of said data type. So the closest would be e.g.
data UnionType b = Left b | Right (IO b)
Here I chose the arbitrary names Left and Right for the constructors, but you can use any you like.
If the Left/Right constructors seem familiar to you, that is because Either uses these by default, and can do exactly the same with a slightly "cheaper" type synonym:
type UnionType b = Either b (IO b)
Of course in both cases we have to deconstruct the type to get to the actual values of b and IO b.
EDIT: As #leftroundabout mentioned, it is not very convenient to define a data type with type constructors called Left and Right, as these constructors are already used with the built in Either.
In the following:
data DataType a = Data a | Datum
I understand that Data Constructor are value level function. What we do above is defining their type. They can be function of multiple arity or const. That's fine. I'm ok with saying Datum construct Datum. What is not that explicit and clear to me here is somehow the difference between the constructor function and what it produce. Please let me know if i am getting it well:
1 - a) Basically writing Data a, is defining both a Data Structure and its Constructor function (as in scala or java usually the class and the constructor have the same name) ?
2 - b) So if i unpack and make an analogy. With Data a We are both defining a Structure(don't want to use class cause class imply a type already i think, but maybe we could) of object (Data Structure), the constructor function (Data Constructor/Value constructor), and the later return an object of that object Structure. Finally The type of that Structure of object is given by the Type constructor. An Object Structure in a sense is just a Tag surrounding a bunch value of some type. Is my understanding correct ?
3 - c) Can I formally Say:
Data Constructor that are Nullary represent constant values -> Return the the constant value itself of which the type is given by the Type Constructor at the definition site.
Data Constructor that takes an argument represent class of values, where class is a Tag ? -> Return an infinite number of object of that class, of which the type is given by the Type constructor at the definition site.
Another way of writing this:
data DataType a = Data a | Datum
Is with generalised algebraic data type (GADT) syntax, using the GADTSyntax extension, which lets us specify the types of the constructors explicitly:
{-# LANGUAGE GADTSyntax #-}
data DataType a where
Data :: a -> DataType a
Datum :: DataType a
(The GADTs extension would work too; it would also allow us to specify constructors with different type arguments in the result, like DataType Int vs. DataType Bool, but that’s a more advanced topic, and we don’t need that functionality here.)
These are exactly the types you would see in GHCi if you asked for the types of the constructor functions with :type / :t:
> :{
| data DataType a where
| Data :: a -> DataType a
| Datum :: DataType a
| :}
> :type Data
Data :: a -> DataType a
> :t Datum
Datum :: DataType a
With ExplicitForAll we can also specify the scope of the type variables explicitly, and make it clearer that the a in the data definition is a separate variable from the a in the constructor definitions by also giving them different names:
data DataType a where
Data :: forall b. b -> DataType b
Datum :: forall c. DataType c
Some more examples of this notation with standard prelude types:
data Either a b where
Left :: forall a b. a -> Either a b
Right :: forall a b. b -> Either a b
data Maybe a where
Nothing :: Maybe a
Just :: a -> Maybe a
data Bool where
False :: Bool
True :: Bool
data Ordering where
LT, EQ, GT :: Ordering -- Shorthand for repeated ‘:: Ordering’
I understand that Data Constructor are value level function. What we do above is defining their type. They can be function of multiple arity or const. That's fine. I'm ok with saying Datum construct Datum. What is not that explicit and clear to me here is somehow the difference between the constructor function and what it produce.
Datum and Data are both “constructors” of DataType a values; neither Datum nor Data is a type! These are just “tags” that select between the possible varieties of a DataType a value.
What is produced is always a value of type DataType a for a given a; the constructor selects which “shape” it takes.
A rough analogue of this is a union in languages like C or C++, plus an enumeration for the “tag”. In pseudocode:
enum Tag {
DataTag,
DatumTag,
}
// A single anonymous field.
struct DataFields<A> {
A field1;
}
// No fields.
struct DatumFields<A> {};
// A union of the possible field types.
union Fields<A> {
DataFields<A> data;
DatumFields<A> datum;
}
// A pair of a tag with the fields for that tag.
struct DataType<A> {
Tag tag;
Fields<A> fields;
}
The constructors are then just functions returning a value with the appropriate tag and fields. Pseudocode:
<A> DataType<A> newData(A x) {
DataType<A> result;
result.tag = DataTag;
result.fields.data.field1 = x;
return result;
}
<A> DataType<A> newDatum() {
DataType<A> result;
result.tag = DatumTag;
// No fields.
return result;
}
Unions are unsafe, since the tag and fields can get out of sync, but sum types are safe because they couple these together.
A pattern-match like this in Haskell:
case someDT of
Datum -> f
Data x -> g x
Is a combination of testing the tag and extracting the fields. Again, in pseudocode:
if (someDT.tag == DatumTag) {
f();
} else if (someDT.tag == DataTag) {
var x = someDT.fields.data.field1;
g(x);
}
Again this is coupled in Haskell to ensure that you can only ever access the fields if you have checked the tag by pattern-matching.
So, in answer to your questions:
1 - a) Basically writing Data a, is defining both a Data Structure and its Constructor function (as in scala or java usually the class and the constructor have the same name) ?
Data a in your original code is not defining a data structure, in that Data is not a separate type from DataType a, it’s just one of the possible tags that a DataType a value may have. Internally, a value of type DataType Int is one of the following:
The tag for Data (in GHC, a pointer to an “info table” for the constructor), and a reference to a value of type Int.
x = Data (1 :: Int) :: DataType Int
+----------+----------------+ +---------+----------------+
x ---->| Data tag | pointer to Int |---->| Int tag | unboxed Int# 1 |
+----------+----------------+ +---------+----------------+
The tag for Datum, and no other fields.
y = Datum :: DataType Int
+-----------+
y ----> | Datum tag |
+-----------+
In a language with unions, the size of a union is the maximum of all its alternatives, since the type must support representing any of the alternatives with mutation. In Haskell, since values are immutable, they don’t require any extra “padding” since they can’t be changed.
It’s a similar situation for standard data types, e.g., a product or sum type:
(x :: X, y :: Y) :: (X, Y)
+---------+--------------+--------------+
| (,) tag | pointer to X | pointer to Y |
+---------+--------------+--------------+
Left (m :: M) :: Either M N
+-----------+--------------+
| Left tag | pointer to M |
+-----------+--------------+
Right (n :: N) :: Either M N
+-----------+--------------+
| Right tag | pointer to N |
+-----------+--------------+
2 - b) So if i unpack and make an analogy. With Data a We are both defining a Structure(don't want to use class cause class imply a type already i think, but maybe we could) of object (Data Structure), the constructor function (Data Constructor/Value constructor), and the later return an object of that object Structure. Finally The type of that Structure of object is given by the Type constructor. An Object Structure in a sense is just a Tag surrounding a bunch value of some type. Is my understanding correct ?
This is sort of correct, but again, the constructors Data and Datum aren’t “data structures” by themselves. They’re just the names used to introduce (construct) and eliminate (match) values of type DataType a, for some type a that is chosen by the caller of the constructors to fill in the forall
data DataType a = Data a | Datum says:
If some term e has type T, then the term Data e has type DataType T
Inversely, if some value of type DataType T matches the pattern Data x, then x has type T in the scope of the match (case branch or function equation)
The term Datum has type DataType T for any type T
3 - c) Can I formally Say:
Data Constructor that are Nullary represent constant values -> Return the the constant value itself of which the type is given by the Type Constructor at the definition site.
Data Constructor that takes an argument represent class of values, where class is a Tag ? -> Return an infinite number of object of that class, of which the type is given by the Type constructor at the definition site.
Not exactly. A type constructor like DataType :: Type -> Type, Maybe :: Type -> Type, or Either :: Type -> Type -> Type, or [] :: Type -> Type (list), or a polymorphic data type, represents an “infinite” family of concrete types (Maybe Int, Maybe Char, Maybe (String -> String), …) but only in the same way that id :: forall a. a -> a represents an “infinite” family of functions (id :: Int -> Int, id :: Char -> Char, id :: String -> String, …).
That is, the type a here is a parameter filled in with an argument value given by the caller. Usually this is implicit, through type inference, but you can specify it explicitly with the TypeApplications extension:
-- Akin to: \ (a :: Type) -> \ (x :: a) -> x
id :: forall a. a -> a
id x = x
id #Int :: Int -> Int
id #Int 1 :: Int
Data :: forall a. a -> DataType a
Data #Char :: Char -> DataType Char
Data #Char 'x' :: DataType Char
The data constructors of each instantiation don’t really have anything to do with each other. There’s nothing in common between the instantiations Data :: Int -> DataType Int and Data :: Char -> DataType Char, apart from the fact that they share the same tag name.
Another way of thinking about this in Java terms is with the visitor pattern. DataType would be represented as a function that accepts a “DataType visitor”, and then the constructors don’t correspond to separate data types, they’re just the methods of the visitor which accept the fields and return some result. Writing the equivalent code in Java is a worthwhile exercise, but here it is in Haskell:
{-# LANGUAGE RankNTypes #-}
-- (Allows passing polymorphic functions as arguments.)
type DataType a
= forall r. -- A visitor with a generic result type
r -- With one “method” for the ‘Datum’ case (no fields)
-> (a -> r) -- And one for the ‘Data’ case (one field)
-> r -- Returning the result
newData :: a -> DataType a
newData field = \ _visitDatum visitData -> visitData field
newDatum :: DataType a
newDatum = \ visitDatum _visitData -> visitDatum
Pattern-matching is simply running the visitor:
matchDT :: DataType a -> b -> (a -> b) -> b
matchDT dt visitDatum visitData = dt visitDatum visitData
-- Or: matchDT dt = dt
-- Or: matchDT = id
-- case someDT of { Datum -> f; Data x -> g x }
-- f :: r
-- g :: a -> r
-- someDT :: DataType a
-- :: forall r. r -> (a -> r) -> r
someDT f (\ x -> g x)
Similarly, in Haskell, data constructors are just the ways of introducing and eliminating values of a user-defined type.
What is not that explicit and clear to me here is somehow the difference between the constructor function and what it produce
I'm having trouble following your question, but I think you are complicating things. I would suggest not thinking too deeply about the "constructor" terminology.
But hopefully the following helps:
Starting simple:
data DataType = Data Int | Datum
The above reads "Declare a new type named DataType, which has the possible values Datum or Data <some_number> (e.g. Data 42)"
So e.g. Datum is a value of type DataType.
Going back to your example with a type parameter, I want to point out what the syntax is doing:
data DataType a = Data a | Datum
^ ^ ^ These things appear in type signatures (type level)
^ ^ These things appear in code (value level stuff)
There's a bit of punning happening here. so in the data declaration you might see "Data Int" and this is mixing type-level and value-level stuff in a way that you wouldn't see in code. In code you'd see e.g. Data 42 or Data someVal.
I hope that helps a little...
Studying Haskell first principles. Absolute beginner in Haskell.
If:
data A
data B
func :: A -> B
func = undefined
What would the actual function be? Worked though load of exercises with great result (also thanks to you) but again I am stuck. Does A -> B indicate two different types like 'String' -> 'Char'? Just trying to wrap my head around it.
No, (concrete) types start with an Uppercase. So A -> B means the types A and B you have defined (well not defined here) with your data A = ... expressions, like for instance:
data A = Foo | Bar Int | Qux String A
In case the signature contains an identifier with a lowercase, it is a type variable. For instance foo :: a -> b, means a and b can be substuted by any type. So foo is a function that can be A -> B, but also A -> Int, Char -> B, and Char -> Int.
You can also add type constraints to the signature to restrict the types for which for instance a and b can be used. Like foo :: (Show a, Num b) => a -> b restricts a and b, such that there should exist an instance Show a and instance Num b for the types a and b such that foo is defined over these types.
Thanks Willem, Chepner. Your answers helped me out to conjure up:
data A
data B
funcAJ :: A -> B
funcAJ a = a
where a = b
b = undefined
This typechecks as funcAJ :: A -> B, which I understand. Thanks so much!
Warning: very beginner question.
I'm currently mired in the section on algebraic types in the Haskell book I'm reading, and I've come across the following example:
data Id a =
MkId a deriving (Eq, Show)
idInt :: Id Integer
idInt = MkId 10
idIdentity :: Id (a -> a)
idIdentity = MkId $ \x -> x
OK, hold on. I don't fully understand the idIdentity example. The explanation in the book is that:
This is a little odd. The type Id takes an argument and the data
constructor MkId takes an argument of the corresponding polymorphic
type. So, in order to have a value of type Id Integer, we need to
apply a -> Id a to an Integer value. This binds the a type variable to
Integer and applies away the (->) in the type constructor, giving us
Id Integer. We can also construct a MkId value that is an identity
function by binding the a to a polymorphic function in both the type
and the term level.
But wait. Why only fully polymorphic functions? My previous understanding was that a can be any type. But apparently constrained polymorphic type doesn't work: (Num a) => a -> a won't work here, and the GHC error suggests that only completely polymorphic types or "qualified types" (not sure what those are) are valid:
f :: (Num a) => a -> a
f = undefined
idConsPoly :: Id (Num a) => a -> a
idConsPoly = MkId undefined
Illegal polymorphic or qualified type: Num a => a -> a
Perhaps you intended to use ImpredicativeTypes
In the type signature for ‘idIdentity’:
idIdentity :: Id (Num a => a -> a)
EDIT: I'm a bonehead. I wrote the type signature below incorrectly, as pointed out by #chepner in his answer below. This also resolves my confusion in the next sentence below...
In retrospect, this behavior makes sense because I haven't defined a Num instance for Id. But then what explains me being able to apply a type like Integer in idInt :: Id Integer?
So in generality, I guess my question is: What specifically is the set of valid inputs to type constructors? Only fully polymorphic types? What are "qualified types" then? Etc...
You just have the type constructor in the wrong place. The following is fine:
idConsPoly :: Num a => Id (a -> a)
idConsPoly = MkId undefined
The type constructor Id here has kind * -> *, which means you can give it any value that has kind * (which includes all "ordinary" types) and returns a new value of kind *. In general, you are more concerned with arrow-kinded functions(?), of which type constructors are just one example.
TypeProd is a ternary type constructor whose first two arguments have kind * -> *:
-- Based on :*: from Control.Compose
newtype TypeProd f g a = Prod { unProd :: (f a, g a) }
Either Int is an expression whose value has kind * -> * but is not a type constructor, being the partial application of the type constructor Either to the nullary type constructor Int.
Also contributing to your confusion is that you've misinterpreted the error message from GHC. It means "Num a => a -> a is a polymorphic or qualified type, and therefore illegal (in this context)".
The last sentence that you quoted from the book is not very well worded, and maybe contributed to that misunderstanding. It's important to realize that in Id (a -> a) the argument a -> a is not a polymorphic type, but just an ordinary type that happens to mention a type variable. The thing which is polymorphic is idIdentity, which can have the type Id (a -> a) for any type a.
In standard Haskell polymorphism and qualification can only appear at the outermost level of the type in a type signature.
The type signature is almost correct
idConsPoly :: (Num a) => Id (a -> a)
Should be right, though i have no ghc on my phone to test this.
Also i think your question is quite broad, thus i deliberately answer only the concrete problem here.
Hi I have a trivial but exhausting question during learning myself the Parameterized Types topic in Haskell. Here is my question:
Look this is the definition of Maybe:
data Maybe a = Just a | Nothing
And we use this like:
Just "hello world"
Just 100
But why can't Just take a type variable?
For example:
Just String
Just Int
I know this problem is quite fool, but I still can't figure it out...
Well, first note that String and Int aren't type variables, but types (type constants, if you will). But that doesn't really matter for the purpose of your question.
What matters is the destinction between Haskells type language and value language. These are generally kept apart. String and Int and Maybe live in the type language, while "hello world" and 100 and Just and Nothing live in the value language. Each knows nothing about the other side. Only, the compiler knows "this discription of a value belongs to that type", but really types exist only at compile-time and values exist only at runtime.
Two things that are a bit confusing:
It's allowed to have names that exist both in the type- and value language. Best-known are () and mere synonym-type like
newtype Endo a = Endo { runEndo :: a -> a }
but really these are two seperate entities: the type constructor Endo :: *->* (see below for these * thingies) and the value constructor Endo :: (a->a) -> Endo a. They just happen to share the same name, but in completely different scopes – much like when you declare both addTwo x = x + 2 and greet x = "Hello "++x, where both uses of the x symbol have nothing to do with each other.
The data syntax seems to intermingle types and values. Everywhere else, types and values must always be separated by a ::, most typically in signatures
"hello world" :: String
100 :: Int
Just :: Int -> Maybe Int
{-hence-}Just 100 :: Maybe Int
Nothing :: Maybe Int
foo :: (Num a, Ord a) => a -> Maybe a -- this really means `forall a . (Num a, Ord a) => a -> Maybe a
foo n | n <= 0 = Nothing
| otherwise = Just $ n - 1
and indeed that syntax can be used to define data in more distinctive way too, if you enable -XGADTs:
data Maybe a where
Just :: a -> Maybe a
Nothing :: Maybe a
Now we have the :: again as a clear distinction between value-level (left) and type-level.
You can actually take it up one more level: the above declaration can also be written
data Maybe :: * -> * where
Just :: a -> Maybe a
Nothing :: Maybe a
Here Maybe :: * -> * means, "Maybe is a type-level thing that has kind * -> *", i.e. it takes a type-level argument of kind * (such as Int) and returns another type-level thing of kind * (here, Maybe Int). Kinds are to types as types are to values.
You can certainly declare data Maybe a = Just String | Nothing, and you can declare data Maybe a = Just Int | Nothing, but only one of them at a time. Using a type variable permits to declare in what way the type of the contents of the constructed values change with the value of the type variable. So data Maybe a = Just a | Nothing tells us that the contents "inside" Just is exactly of the type passed to Maybe. That way Maybe String means that "inside" Just there is a value of type String, and Maybe Int means that "inside" Just there is a value of type Int.