I've created a function that returns a list containing only the even indexes as shown below:
let rec removeOddIdx xs =
match xs with
|[] -> []
|h::t -> (if t.Length % 2 = 0 then
[h]#removeOddIdx t
else
removeOddIdx t)
It works fine when I call it:
removeOddIdx [1;2;3;];;
However when I call it with an empty list:
removeOddIdx [];;
I get a Value Restriction exception - how come?
I've read up on value restrictions but I don't understand why it happens in my case.
Here is the precise error message:
Testing.fs(13,1): error FS0030: Value restriction. The value 'it' has been inferred to have generic type
val it : '_a list
Either define 'it' as a simple data term, make it a function with explicit arguments or, if you do not intend for it to be generic, add a type annotation.
The problem you're having is that the compiler doesn't know what type to give the return value. When you pass it [1;2;3] it can infer that the return type is int list, but if you pass it [], what is the type of the return value? It cannot be inferred from the usage, so you get a value restriction error.
One solution is to give the parameter a type like so:
> removeOddIdx ([]:int list);;
val it : int list = []
The other is to make the function specific rather than generic like this:
> let rec removeOddIdx (xs:int list) =
match xs with
|[] -> []
|h::t -> (if t.Length % 2 = 0 then
[h]#removeOddIdx t
else
removeOddIdx t);;
val removeOddIdx : xs:int list -> int list
> removeOddIdx [];;
val it : int list = []
Outside of the repl this is unlikely to be an issue since the parameter type is likely to be inferred from elsewhere in your code.
Related
I'm messing around in F# and tried to write a function that can take an int list or a string list. I have written a function that is logically generic, in that I can modify nothing but the type of the argument and it will run with both types of list. But I cannot generically define it to take both.
Here is my function, without type annotation:
let contains5 xs =
List.map int xs
|> List.contains 5
When I try to annotate the function to take a generic list, I receive a warning FS0064: the construct causes the code to be less generic than indicated by the type annotations. In theory I shouldn't need to annotate this to be generic, but I tried anyway.
I can compile this in two separate files, one with
let stringtest = contains5 ["1";"2";"3";"4"]
and another with
let inttest = contains5 [1;2;3;4;5]
In each of these files, compilation succeeds. Alternately, I can send the function definition and one of the tests to the interpreter, and type inference proceeds just fine. If I try to compile, or send to the interpreter, the function definition and both tests, I receive error FS0001: This expression was expected to have type string, but here has type int.
Am I misunderstanding how typing should work? I have a function whose code can handle a list of ints or a list of strings. I can successfully test it with either. But I can't use it in a program that handles both?
You are running into value restrictions on the automatic generalization of the type inference system as outlined here
Specifically,
Case 4: Adding type parameters.
The solution is to make your function generic rather than just making its parameters generic.
let inline contains5< ^T when ^T : (static member op_Explicit: ^T -> int) > (xs : ^T list) =
List.map int xs
|> List.contains 5
You have to make the function inline because you have to use a statically resolved type parameter, and you have to use a statically resolved type parameter in order to use member constraints to specify that the type must be convertible to an int. As outlined here
You can use inline to prevent the function from being fixed to a particular type.
In FSI, the interactive REPL:
> open System;;
> let inline contains5 xs = List.map int xs |> List.contains 5;;
val inline contains5 :
xs: ^a list -> bool when ^a : (static member op_Explicit : ^a -> int)
> [1;2;3] |> contains5;;
val it : bool = false
> ["1";"2";"5"] |> contains5;;
val it : bool = true
Note that the signature of contains5 has a generic element to it. There's more about inline functions here.
This is already answered correctly above, so I just wanted to chime in with why I think it's a good thing that F# appears to makes this difficult / forces us to lose type safety. Personally I don't see these as logically equivalent:
let inline contains5 xs = List.map int xs |> List.contains 5
let stringTest = ["5.00"; "five"; "5"; "-5"; "5,"]
let intTest = [1;2;3;4;5]
contains5 stringTest // OUTPUT: System.FormatException: Input string was not in a correct format.
contains5 intTest // OUTPUT: true
When inlined, the compiler would create two logically distinct versions of the function. When performed on the list<int> we get a boolean result. When performed on a list<string> we get a boolean result or an exception. I like that F# nudges me towards acknowledging this.
let maybeInt i =
match Int32.TryParse i with
| true,successfullyParsedInteger -> Some successfullyParsedInteger
| _ -> None
let contains5 xs =
match box xs with
| :? list<int> as ixs ->
ixs |> List.contains 5 |> Ok
| :? list<string> as sxs ->
let successList = sxs |> List.map maybeInt |> List.choose id
Ok (successList |> List.contains 5)
| _ ->
Error "Error - this function expects a list<int> or a list<string> but was passed something else."
let stringTest = ["5.00"; "five"; "5"; "-5"; "5,"]
let intTest = [1;2;3;4;5]
let result1 = contains5 stringTest // OUTPUT: Ok true
let result2 = contains5 intTest // OUTPUT: Ok true
Forces me to ask if some of the values in the string list cannot be parsed, should I drop out and fail, or should I just try and look for any match on any successful parse results?.
My approach above is horrible. I'd split the function that operates on the strings from the one that operates on the integers. I think your question was academic rather than a real use case though, so I hope I haven't gone off on too much of a tangent here!
Disclaimer: I'm a beginner, don't trust anything I say.
For a class I'm following, I have to do the following exercise:
Implement a function
let splitAt (i : int) (l : List<'a>) : List<'a> * List<'a> = ...
that splits the list into two lists, the rst one containing all the elements of l from position 0 to position i
included, and the second one containing all the remaining elements. The two resulting lists are returned
in a tuple. For example:
split 3 [3;5;4;-1;2;2] = ([3;5;4;-1],[2;2])
We have to do these problems only using functional programming, and thus I'm not allowed to use pre-existing functions.
I have the following code which seems to me to (logically) be correct:
let splitAt (i:int)(l: List<'a>): List<'a> * List<'a> =
let rec loop n startlist restlist =
if n = i then
restlist * startlist
else
match startlist with
| h :: t -> loop (n+1) [t] [(restlist :: h)]
| h :: [] -> None
loop 0 l []
and below my [<EntryPoint>]
printfn "%A" (splitAt stringlist 3)
However, this gives me a couple of errors, namely:
None of the types 'a list, 'a list support the operator *
This expression was expected to have type int but here has type char list
This expression was expected to have type List<'a> but here has type int
The * operator is used for declaring a tuple type, but when you're building a tuple you use , instead. So you want restlist, startlist.
Then you'll discover that there's another type error, because one branch of your match expression returns None. That's an option type, so the value you return should be a Some. So you want Some (restlist, startlist).
And now you'll discover one more type error, which is that you've declared that the function returns a tuple but in fact it returns a tuple option (that is, either None or Some tuple). So your type declaration needs to become (List<'a> * List<'a>) option.
For more on why * is used in declaring tuple types rather than ,, https://fsharpforfunandprofit.com/posts/tuples/ is a good read.
I want a function that receives a seq<DateTime*int> and returns a DateTime*seq<DateTime*int>. The first part of the tuple is the DateTime of the first element of the incoming argument, and the list is the rest of the elements.
I've tried to code this in F# this way, but it gives a compiler error:
static member TheFunc(lst: seq<DateTime*int>)=
match lst with
| (h_d, h_i)::tail -> (h_d,tail)
| [] -> raise (new ArgumentException("lst"))
The error, highlighted in (h_d, h_i), is:
The expression was expected to have type
seq<DateTime*int>
but here has type
'a list
If I use a list instead of a sequence in the signature:
static member TheFunc(lst: List<DateTime*int>)=
match lst with
| (h_d, h_i)::tail -> (h_d,tail)
| [] -> raise (new ArgumentException("lst"))
With:
The expression was expected to have type
List<DateTime*int>
but here has type
'a list
Any idea why this doesn't work and how to make it work?
Use (DateTime * int) list instead of List<DateTime * int>.
The types List<T> and T list are different if you opened System.Collections.Generic. Remarkably, if you didn't, they're not!
If you did, then List<int> is an instance of the mutable lists typically used in C#:
> open System.Collections.Generic
> let t0 = typeof<List<int>>
val t0 : Type = System.Collections.Generic.List`1[System.Int32]
And int list is an instance of the immutable lists typically used in F#:
> let t1 = typeof<int list>
val t1 : Type = Microsoft.FSharp.Collections.FSharpList`1[System.Int32]
Confusingly, if you did not open System.Collections.Generic, they are the same:
(* New session *)
> let t0 = typeof<List<int>>
val t0 : Type = Microsoft.FSharp.Collections.FSharpList`1[System.Int32]
> let t1 = typeof<int list>
val t1 : Type = Microsoft.FSharp.Collections.FSharpList`1[System.Int32]
The problem is you are trying to match a seq with a list (as the error says). You want to use
static member TheFunc(lst: seq<DateTime*int>)=
match lst |> List.ofSeq with
| (h_d, h_i)::tail -> (h_d,tail)
| [] -> raise (new ArgumentException("lst"))
(convert the list to a seq then pattern match).
Alternatively, use
static member TheFunc(lst: list<DateTime*int>)=
The lower case l in list is because you probably have System.Collections.Generic open, and the List there is not the same as the F# list
I'm reading Expert F# book and I found this code
open System.Collections.Generic
let divideIntoEquivalenceClasses keyf seq =
// The dictionary to hold the equivalence classes
let dict = new Dictionary<'key,ResizeArray<'T>>()
// Build the groupings
seq |> Seq.iter (fun v ->
let key = keyf v
let ok,prev = dict.TryGetValue(key)
if ok then prev.Add(v)
else let prev = new ResizeArray<'T>()
dict.[key] <- prev
prev.Add(v))
dict |> Seq.map (fun group -> group.Key, Seq.readonly group.Value)
and the example use:
> divideIntoEquivalenceClasses (fun n -> n % 3) [ 0 .. 10 ];;
val it : seq<int * seq<int>>
= seq [(0, seq [0; 3; 6; 9]); (1, seq [1; 4; 7; 10]); (2, seq [2; 5; 8])]
first for me this code is really ugly, even if this is safe, It looks more similar to imperative languages than to functional lang..specially compared to clojure. But the problem is not this...I'm having problems with the Dictionary definition
when I type this:
let dict = new Dictionary<'key,ResizeArray<'T>>();;
I get this:
pruebafs2a.fs(32,5): error FS0030: Value restriction. The value 'dict' has been inferred to have generic type
val dict : Dictionary<'_key,ResizeArray<'_T>> when '_key : equality
Either define 'dict' as a simple data term, make it a function with explicit arguments or, if you do not intend for it to be generic, add a type annotation.
is It ok?...
thanks so much
improve question:
Ok I've been reading about value restriction and I found this helpfull information
In particular, only function definitions and simple immutable data
expressions are automatically generalized
...ok..this explains why
let dict = new Dictionary<'key,ResizeArray<'T>>();;
doesn't work...and show 4 different techniques, although in my opinion they only resolve the error but aren't solutions for use generic code:
Technique 1: Constrain Values to Be Nongeneric
let empties : int list [] = Array.create 100 []
Technique 3: Add Dummy Arguments to Generic Functions When Necessary
let empties () = Array.create 100 []
let intEmpties : int list [] = empties()
Technique 4: Add Explicit Type Arguments When Necessary (similar to tec 3)
let emptyLists = Seq.init 100 (fun _ -> [])
> emptyLists<int>;;
val it : seq<int list> = seq [[]; []; []; []; ...]
----- and the only one than let me use real generic code ------
Technique 2: Ensure Generic Functions Have Explicit Arguments
let mapFirst = List.map fst //doesn't work
let mapFirst inp = List.map fst inp
Ok, in 3 of 4 techniques I need resolve the generic code before can work with this...now...returning to book example...when the compile knows the value for 'key and 'T
let dict = new Dictionary<'key,ResizeArray<'T>>()
in the scope the code is very generic for let key be any type, the same happen with 'T
and the biggest dummy question is :
when I enclose the code in a function (technique 3):
let empties = Array.create 100 [] //doesn't work
let empties () = Array.create 100 []
val empties : unit -> 'a list []
I need define the type before begin use it
let intEmpties : int list [] = empties()
for me (admittedly I'm a little dummy with static type languages) this is not real generic because it can't infer the type when I use it, I need define the type and then pass values (not define its type based in the passed values) exist other way define type without be so explicit..
thanks so much..really appreciate any help
This line
let dict = new Dictionary<'key,ResizeArray<'T>>();;
fails because when you type the ;; the compiler doesn't know what 'key and 'T are. As the error message states you need to add a type annotation, or allow the compiler to infer the type by using it later or make it a function
Examples
Type annotation change
let dict = new Dictionary<int,ResizeArray<int>>();;
Using types later
let dict = new Dictionary<'key,ResizeArray<'T>>()
dict.[1] <- 2
using a function
let dict() = new Dictionary<'key,ResizeArray<'T>>();;
This actually doesn't cause an issue when it's defined all together. That is, select the entire block that you posted and send it to FSI in one go. I get this:
val divideIntoEquivalenceClasses :
('T -> 'key) -> seq<'T> -> seq<'key * seq<'T>> when 'key : equality
However, if you type these individually into FSI then as John Palmer says there is not enough information in that isolated line for the interpreter to determine the type constraints. John's suggestions will work, but the original code is doing it correctly - defining the variable and using it in the same scope so that the types can be inferred.
for me this code is really ugly, even if this is safe, It looks more similar to imperative languages than to functional lang.
I agree completely – it's slightly tangential to your direct question, but I think a more idiomatic (functional) approach would be:
let divideIntoEquivalenceClasses keyf seq =
(System.Collections.Generic.Dictionary(), seq)
||> Seq.fold (fun dict v ->
let key = keyf v
match dict.TryGetValue key with
| false, _ -> dict.Add (key, ResizeArray(Seq.singleton v))
| _, prev -> prev.Add v
dict)
|> Seq.map (function KeyValue (k, v) -> k, Seq.readonly v)
This allows sufficient type inference to obviate the need for your question in the first place.
The workarounds proposed by the other answers are all good. Just to clarify based on your latest updates, let's consider two blocks of code:
let empties = Array.create 100 []
as opposed to:
let empties = Array.create 100 []
empties.[0] <- [1]
In the second case, the compiler can infer that empties : int list [], because we are inserting an int list into the array in the second line, which constrains the element type.
It sounds like you'd like the compiler to infer a generic value empties : 'a list [] in the first case, but this would be unsound. Consider what would happen if the compiler did that and we then entered the following two lines in another batch:
empties.[0] <- [1] // treat 'a list [] as int list []
List.iter (printfn "%s") empties.[0] // treat 'a list [] as string list []
Each of these lines unifies the generic type parameter 'a with a different concrete type (int and string). Either of these unifications is fine in isolation, but they are incompatible with each other and would result in treating the int value 1 inserted by the first line as a string when the second line is executed, which is clearly a violation of type safety.
Contrast this with an empty list, which really is generic:
let empty = []
Then in this case, the compiler does infer empty : 'a list, because it's safe to treat empty as a list of different types in different locations in your code without ever impacting type safety:
let l1 : int list = empty
let l2 : string list = empty
let l3 = 'a' :: empty
In the case where you make empties the return value of a generic function:
let empties() = Array.create 100 []
it is again safe to infer a generic type, since if we try our problematic scenario from before:
empties().[0] <- [1]
List.iter (printfn "%s") (empties().[0])
we are creating a new array on each line, so the types can be different without breaking the type system.
Hopefully this helps explain the reasons behind the limitation a bit more.
I have a function that takes a parameter of type object and needs to downcast it to an option<obj>.
member s.Bind(x : obj, rest) =
let x = x :?> Option<obj>
If I pass (for example) an Option<string> as x, the last line throws the exception: Unable to cast object of type 'Microsoft.FSharp.Core.FSharpOption'1[System.String]' to type 'Microsoft.FSharp.Core.FSharpOption'1[System.Object]'.
Or, if I try a type test:
member s.Bind(x : obj, rest) =
match x with
| :? option<obj> as x1 -> ... // Do stuff with x1
| _ -> failwith "Invalid type"
then x never matches option<obj>.
In order to make this work, I currently have to specify the type the option contains (e.g. if the function is passed an option<string>, and I downcast the parameter to that rather than option<obj>, the function works.
Is there a way I can downcast the parameter to option<obj> without specifying what type the option contains? I've tried option<_>, option<#obj>, and option<'a> with the same results.
By way of background, the parameter needs to be of type obj because I'm writing an interface for a monad, so Bind needs to bind values of different types depending on the monad that implements the interface. This particular monad is a continuation monad, so it just wants to make sure the parameter is Some(x) and not None, then pass x on to rest. (The reason I need the interface is because I'm writing a monad transformer and I need a way to tell it that its parameter monads implement bind and return.)
Update: I managed to get around this by upcasting the contents of the option before it becomes a parameter to this function, but I'm still curious to know if I can type-test or cast an object (or generic parameter) to an option without worrying about what type the option contains (assuming of course the cast is valid, i.e. the object really is an option).
There isn't any nice way to solve this problem currently.
The issue is that you'd need to introduce a new generic type parameter in the pattern matching (when matching against option<'a>), but F# only allows you to define generic type parameters in function declarations. So, your only solution is to use some Reflection tricks. For example, you can define an active pattern that hides this:
let (|SomeObj|_|) =
let ty = typedefof<option<_>>
fun (a:obj) ->
let aty = a.GetType()
let v = aty.GetProperty("Value")
if aty.IsGenericType && aty.GetGenericTypeDefinition() = ty then
if a = null then None
else Some(v.GetValue(a, [| |]))
else None
This will give you None or Some containing obj for any option type:
let bind (x : obj) rest =
match x with
| SomeObj(x1) -> rest x1
| _ -> failwith "Invalid type"
bind(Some 1) (fun n -> 10 * (n :?> int))
I am not certain why you need to get your input as obj, but if your input is an Option<_>, then it is easy:
member t.Bind (x : 'a option, rest : obj option -> 'b) =
let x = // val x : obj option
x
|> Option.bind (box >> Some)
rest x
To answer your last question: you can use a slight variation of Tomas' code if you need a general-purpose way to check for options without boxing values beforehand:
let (|Option|_|) value =
if obj.ReferenceEquals(value, null) then None
else
let typ = value.GetType()
if typ.IsGenericType && typ.GetGenericTypeDefinition() = typedefof<option<_>> then
let opt : option<_> = (box >> unbox) value
Some opt.Value
else None
//val ( |Option|_| ) : 'a -> 'b option
let getValue = function
| Option x -> x
| _ -> failwith "Not an option"
let a1 : int = getValue (Some 42)
let a2 : string = getValue (Some "foo")
let a3 : string = getValue (Some 42) //InvalidCastException
let a4 : int = getValue 42 //Failure("Not an option")