I have two kinds of entity in my application: customers and products. They are each identified at a database level by a UUID.
In my F# code, this can be represented by System.Guid.
For readability, I added some types like this:
open System
type CustomerId = Guid
type ProductId = Guid
However, this does not prevent me from using a ProductId as a CustomerId and vice-versa.
I came up with a wrapper idea to prevent this:
open System
[<Struct>]
type ProductId =
{
Product : Guid
}
[<Struct>]
type CustomerId =
{
Customer : Guid
}
This makes initialization a little more verbose, and perhaps less intuitive:
let productId = { Product = Guid.NewGuid () }
But it adds type-safety:
// let customerId : CustomerId = productId // Type error
I was wondering what other approaches there are.
You can use single-case union types:
open System
[<Struct>]
type ProductId = ProductId of Guid
[<Struct>]
type CustomerId = CustomerId of Guid
let productId = ProductId (Guid.NewGuid())
Normally we add some convenient helper methods/properties directly to the types:
[<Struct>]
type ProductId = private ProductId of Guid with
static member Create () = ProductId (Guid.NewGuid())
member this.Value = let (ProductId i) = this in i
[<Struct>]
type CustomerId = private CustomerId of Guid with
static member Create () = CustomerId (Guid.NewGuid())
member this.Value = let (CustomerId i) = this in i
let productId = ProductId.Create ()
productId.Value |> printfn "%A"
Another approach, which is less common, but worth mentioning is to use so-called phantom types. The idea is that you will have a generic wrapper ID<'T> and then use different types for 'T to represent different types of IDs. Those types are never actually instantiated, which is why they're called phantom types.
[<Struct>]
type ID<'T> = ID of System.Guid
type CustomerID = interface end
type ProductID = interface end
Now you can create ID<CustomerID> and ID<ProductID> values to represent two kinds of IDs:
let newCustomerID () : ID<CustomerID> = ID(System.Guid.NewGuid())
let newProductID () : ID<ProductID> = ID(System.Guid.NewGuid())
The nice thing about this is that you can write functions that work with any ID easily:
let printID (ID g) = printfn "%s" (g.ToString())
For example, I can now create one customer ID, one product ID and print both, but I cannot do equality test on those IDs, because they're types do not match:
let ci = newCustomerID ()
let pi = newProductID ()
printID ci
printID pi
ci = pi // Type mismatch. Expecting a 'ID<CustomerID>' but given a 'ID<ProductID>'
This is a neat trick, but it is a bit more complicated than just using new type for each ID. In particular, you will likely need more type annotations in various places to make this work and the type errors might be less clear, especially when there is generic code involved. However, it's worth mentioning this as an alternative.
Related
In Common.fs:
namespace Bug
module Common =
type SourceEntity = {
id : int
link : string
}
type ReleaseEntity = {
id : int
notes : string
}
In Release.fs
namespace Bug
open System
open Common
module Release =
let cache = new Collections.Generic.Dictionary<int, ReleaseEntity>()
let AddToCache(entity) =
cache.Add(entity.id, entity)
()
let AddRec() =
let entity : ReleaseEntity = {
id = 1
notes = "Notes"
}
AddToCache(entity)
In Source.fs
namespace Bug
open System
open Common
module Source =
let Cache = new Collections.Generic.Dictionary<int, SourceEntity>()
let AddToCache(entity) =
Cache.Add(entity.id, entity) <<=== E R R O R
()
let AddRec() =
let ent : SourceEntity = {
id = 1
releases = "Releases"
}
AddToCache(ent) <<=== E R R O R
Files included in above order in the Visual Studio project.
Error reported in Source.fs:
Error FS0001 This expression was expected to have type
'SourceEntity'
but here has type
'ReleaseEntity'
If the order of the two types in Common.fs are reversed, the error is reported in Release.fs where expected type is ReleaseEntity but has type SourceEntity.
Any ideas why this error is happening?
It's a clash (and shadowing) of record field names.
When you write entity.id in the body of Bug.Source.AddToCache, the compiler uses the fact that you're accessing the .id field to infer the type of entity. Which records have a field named id? Well, those two records do, but the compiler has to pick one. How? Easy: the last one takes precedence. This is called "shadowing".
In order to disambiguate the choice, just add a type annotation:
let AddToCache(entity) =
Cache.Add(entity.id, entity)
()
Wait, but why doesn't the compiler use the type of Cache.Add to infer the type of entity?
Well, this is just a limitation (or a feature?) of F#. The compilation is single-pass, type interference proceeds top down, left to right, without doublebacks. This allows the compiler to be very fast and very predictable (looking at you, Haskell).
But in this case it means that by the time the compiler sees that entity is used as parameter in Cache.Add, it has already decided what its type must be.
When you get a type error, try to think about how the compiler came to infer that particular type.
Here:
let AddToCache(entity) =
cache.Add(entity.id, entity)
()
Could the compiler know which type has would have an id field in entity?
If you had typed in
let entity = { id = 1; link = "" }
the compiler would infer that this is SourceEntity because only SourceEntity has those particular record fields. In cache.Add(entity.id, entity), the compiler has no other constraints to go by, other than it has to have an id field, so it picks the last matching type - and that is why you get the error.
If you refactor the common id field to
namespace Bug
module Common =
type SourceEntity = {
source_id : int
link : string
}
type ReleaseEntity = {
release_id : int
notes : string
}
you will find that the error disappears.
Solutions
All of the solutions involve constraining it to a known type.
The simplest is to add a type annotation:
let AddToCache(entity: SourceEntity) =
Another is to deconstruct it explicitly:
let { SourceEntity.id = id } = entity
Cache.Add(id, entity)
Another is to coerce the type - this isn't relevant here, but it may come to be useful down the road:
Cache.Add((entity :> SourceEntity).id, entity)
I'd recommend this article from F# for fun and profit on type inference for a nice explanation of the process.
P.S.
You actually only needed that one type annotation.
The rest can be inferred :)
module Source =
let Cache = new Collections.Generic.Dictionary<_, _>()
let AddToCache (entity: SourceEntity) =
Cache.Add(entity.id, entity)
()
let AddRec () =
let ent = {
id = 1
link = ""
}
AddToCache(ent)
My intent is to define a module with functions which can operate on all records types which comply with certain assumptions about the keys.
To illustrate, let us have the following code:
> type DBRow = { id: string ; createdAt: System.DateTime } ;;
type DBRow =
{id: string;
createdAt: System.DateTime;}
> let logCreationInfo row = printf "Record %s created at %s " row.id (row.createdAt.ToString()) ;;
val logCreationInfo : row:DBRow -> unit
I would like to change the above logCreationInfo to be able to operate on all records which have id: string and createdAt: System.DateTime (and maybe other things).
Coming from typescript's structural typing, I'd have expected this to be trivial, but I am exploring the possibility that there is a more idiomatic way to handle this in F#.
I had attempted to handle this using interfaces, but even if that could work, since F# supports only explicit interfaces, this will not be suitable for types I don't define myself.
You could use statically resolved type constraints.
let inline logCreationInfo (x : ^t) =
printfn "Record %s created at %s"
(^t : (member id : string) (x))
((^t : (member createdAt : System.DateTime) (x)).ToString())
F# largely uses nominative typing - this is a natural choice in its runtime environment, as this is what Common Type System specification prescribes. Adherence to that set of rules allows F# code to near-seamlessly interoperate with other .NET languages.
It's worth noting that this follows the same reasoning as to why TypeScript uses structural typing. Since that language builds up on top of dynamically typed JavaScript, it's more natural to express object relationships in terms of their structure rather than nominal types - which are a foreign concept in JS.
F# does have a "backdoor" for structural typing through already mentioned SRTPs, but I would suggest using it very sparingly. SRTPs are resolved and the code using them is inlined by the compiler, making for longer compilation times and reduced interoperability with other languages and the .NET platform in general (simply put, you can't refer to that code from other languages or using reflection API, because it's "compiled away").
Usually there are other solutions available. Interfaces were already mentioned, though the example used was a bit contrived - this is simpler:
type IDBRow =
abstract Id: string
abstract CreatedAt: System.DateTime
type Person =
{
id: string
name: string
age: int
createdAt: System.DateTime
}
interface IDBRow with
member this.Id = this.id
member this.CreatedAt = this.createdAt
let logCreationInfo (row: #IDBRow) =
printf "Record %s created at %s" row.Id (string row.CreatedAt)
let x = { id = "1"; name = "Bob"; age = 32; createdAt = DateTime.Now }
logCreationInfo x
Or using composition and a generic type to capture the generic part of what it means to be a DBRow:
type DBRow<'data> =
{
id: string
data: 'data
createdAt: System.DateTime
}
type Person =
{
name: string
age: int
}
let logCreationInfo (row: DBRow<_>) =
printf "Record %s created at %s" row.id (string row.createdAt)
let x = { id = "1"; data = { name = "Bob"; age = 32 }; createdAt = DateTime.Now }
logCreationInfo x
Here's a version with interfaces:
open System
type DBRow1 = {
id: string
createdAt: DateTime
}
type DBRow2 = {
id: string
createdAt: DateTime
address: string
}
/// The types are defined above without an interface
let row1 = {id = "Row1"; createdAt = DateTime.Now}
let row2 = {id = "Row2"; createdAt = DateTime.Now; address = "NYC"}
type IDBRow<'A> =
abstract member Data:(string * DateTime)
// Object expression implements the interface
let Data1 (x:DBRow1) = {
new IDBRow<_> with
member __.Data = (x.id, x.createdAt)
}
let Data2 (x: DBRow2) = {
new IDBRow<_> with
member __.Data = (x.id, x.createdAt)
}
//pass in both the object expression and the record
let getData (ifun: 'a -> IDBRow<'b>) xrec =
(ifun xrec).Data
// You could partially apply the functions: `getData1 = getData Data1`
getData Data1 row1 //("Row1", 2018/02/05 9:24:17)
getData Data2 row2 //("Row2", 2018/02/05 9:24:17)
You can certainly use an interface (an object expression in this case) to tack on another member, .Data, even if you don'T have access to the original type. You would still need to put together one object expression for each type though, so SRTP might be a more "elegant" solution.
I have just started using F# and my brain is broken trying to figure out how to work with its types without having to resort to an OO type of programming.
Here is my situation I basically want to create a method where I provide the type and the Id and it returns to me the object on the database.
So basically this is what I get so far.
let client = MongoClient()
let database = client.GetDatabase("testdb")
let lowerCase (str : string) =
str.ToLower()
let nameOf (classType: Type) =
classType.Name
let nameTypeOf<'a> =
nameOf typeof<'a>
let getCollection<'a> =
let collectionName = nameTypeOf<'a> |> lowerCase
database.GetCollection<'a> collectionName
let dbSelect<'a> id =
let collection = getCollection<'a>
collection.Find(fun(x) -> x.Id = id).First()
So my problem is with the dbSelect, obviously it does not compile since x is generic, basically I wanted to create an interface with the Id and all my objects interface with it.
I do know how to do it using classes and inheritances, but I am avoiding having to use instanced classes outside interop with c# libraries. What would be the best functional way to do it, if there is any.
This is what I was eexpecting to call it with
type IDbObject =
abstract Id: string
type Item =
{
Id: string
Name: string
}
interface IDbObject with
member x.Id = x.Id
let item =
selectDb<Item> "5993592a35ce962b80da1e22"
Any help would be appreciated.
And if anyone want to point out how crappy my code is, any feedback is really appreciated
I don't think the solution here is much different from what you'd have in C#. You can constrain the generic type to use the interface members, getting something roughly like this:
let getCollection<'a when 'a :> IDbObject> () =
let collectionName = nameTypeOf<'a> |> lowerCase
database.GetCollection<'a> collectionName
let dbSelect<'a when 'a :> IDbObject> id =
let collection = getCollection<'a>()
collection.Find(fun (x : 'a) -> x.Id = id).First()
The type of dbSelect should be inferred to be string -> #IDbObject, and be coerced to string -> 'a at the call site.
I'm writing a generic class that has two constructors: the first one initializes every field, the second (parameter-less) should not initialize anything.
The only way I found to achieve this is calling the main constructor with "empty" arguments, i.e. Guid.Empty and null. Besides not looking good functional style to my untrained eyes, this means that I have to put a a' : null constraint on the second parameter, which I don't want:
type Container<'a when 'a : null>(id : Guid, content : 'a) =
let mutable _id = id
let mutable _content = content
new() = Container<'a>(Guid.Empty, null)
member this.Id
with get() = _id
and set(value) = _id <- value
member this.Content
with get() = _content
and set(value) = _content <- value
I see two ways to solve this:
use something like the default c# keyword instead of null (does such a thing exist in F#?)
use a different syntax to specify constructors and private fields (how?)
What is the best way to implement this class?
The F# analog to default is Unchecked.default<_>. It is also possible to use explicit fields which you don't initialize:
type Container<'a>() =
[<DefaultValue>]
val mutable _id : Guid
[<DefaultValue>]
val mutable _content : 'a
new (id, content) as this =
new Container<'a>() then
this._id <- id
this._content <- content
However, in general, your overall approach is somewhat unidiomatic for F#. Typically you'd use a simple record type (perhaps with a static method to create uninitialized containers, although this seems to have questionable benefit):
type 'a Container = { mutable id : Guid; mutable content : 'a } with
static member CreateEmpty() = { id = Guid.Empty; content = Unchecked.defaultof<_> }
In many situations, you could even use an immutable record type, and then use record update statements to generate new records with updated values:
type 'a Container = { id : Guid; content : 'a }
[<GeneralizableValue>]
let emptyContainer<'a> : 'a Container =
{ id = Guid.Empty;
content = Unchecked.defaultof<_> }
let someOtherContainer = { emptyContainer with content = 12 }
If the type will be used from languages other than F#, the following provides a natural interface in F#, and C#, for example.
type Container<'a>(?id : Guid, ?content : 'a) =
let orDefault value = defaultArg value Unchecked.defaultof<_>
let mutable _id = id |> orDefault
let mutable _content = content |> orDefault
new() = Container(?id = None, ?content = None)
new(id : Guid, content : 'a) = Container<_>(?id = Some id, ?content = Some content)
member this.Id
with get() = _id
and set(value) = _id <- value
member this.Content
with get() = _content
and set(value) = _content <- value
If it will only be used from F#, you can omit the following constructor overloads
new(id : Guid, content : 'a) = Container<_>(?id = Some id, ?content = Some content)
new() = Container()
because the overload accepting optional args handles both these cases equally well in F#.
Testing out NoRM https://github.com/atheken/NoRM from F# and trying to find a nice way to use it. Here is the basic C#:
class products
{
public ObjectId _id { get; set; }
public string name { get; set; }
}
using (var c = Mongo.Create("mongodb://127.0.0.1:27017/test"))
{
var col = c.GetCollection<products>();
var res = col.Find();
Console.WriteLine(res.Count().ToString());
}
This works OK but here is how I access it from F#:
type products() =
inherit System.Object()
let mutable id = new ObjectId()
let mutable _name = ""
member x._id with get() = id and set(v) = id <- v
member x.name with get() = _name and set(v) = _name <- v
Is there an easier way to create a class or type to pass to a generic method?
Here is how it is called:
use db = Mongo.Create("mongodb://127.0.0.1:27017/test")
let col = db.GetCollection<products>()
let count = col.Find() |> Seq.length
printfn "%d" count
Have you tried a record type?
type products = {
mutable _id : ObjectId
mutable name : string
}
I don't know if it works, but records are often good when you just need a class that is basically 'a set of fields'.
Just out of curiosity, you can try adding a parameter-less constructor to a record. This is definitely a hack - in fact, it is using a bug in the F# compiler - but it may work:
type Products =
{ mutable _id : ObjectId
mutable name : string }
// Horrible hack: Add member that looks like constructor
member x.``.ctor``() = ()
The member declaration adds a member with a special .NET name that is used for constructors, so .NET thinks it is a constructor. I'd be very careful about using this, but it may work in your scenario, because the member appears as a constructor via Reflection.
If this is the only way to get succinct type declaration that works with libraries like MongoDB, then it will hopefuly motivate the F# team to solve the problem in the future version of the language (e.g. I could easily imagine some special attribute that would force F# compiler to add parameterless constructor).
Here is a pretty light way to define a class close to your C# definition: it has a default constructor but uses public fields instead of getters and setters which might be a problem (I don't know).
type products =
val mutable _id: ObjectId
val mutable name: string
new() = {_id = ObjectId() ; name = ""}
or, if you can use default values for your fields (in this case, all null):
type products() =
[<DefaultValue>] val mutable _id: ObjectId
[<DefaultValue>] val mutable name: string