History
Versions
Language evolution
F# uses an open development and engineering process. The language evolution process is managed by Don Syme fromLanguage overview
Functional programming
F# is a strongly typed functional-first language with a large number of capabilities that are normally found only inif
expressions, try
expressions and loops, is a composable expression with a static type. Functions and expressions that do not return any value have a return type of unit
. F# uses the let
keyword for binding values to a name. For example:
7
to the name x
.
New types are defined using the type
keyword. For functional programming, F# provides ''tuple'', ''record'', ''discriminated union'', ''list'', ''option'', and ''result'' types. A ''(A, B, C)
, where A, B, and C are values of possibly different types. A tuple can be used to store values only when the number of values is known at design-time and stays constant during execution.
A ''record'' is a type where the data members are named. Here is an example of record definition:
with
keyword is used to create a copy of a record, as in , which creates a new record by copying r
and changing the value of the Name
field (assuming the record created in the last example was named r
).
A discriminated union type is a type-safe version of C unions. For example,
::
is the []
. The ''option'' type is a discriminated union type with choices Some(x)
or None
. F# types may be generic programming, generic, implemented as generic .NET types.
F# supports lambda functions and closures. All functions in F# are first class values and are immutable. Functions can be curried. Being first-class values, functions can be passed as arguments to other functions. Like other functional programming languages, F# allows >>
and <<
operators.
F# provides ' that define a sequence seq
, list ... /code> or array through code that generates values. For example,
seq
forms a sequence of squares of numbers from 0 to 14 by filtering out numbers from the range of numbers from 0 to 25. Sequences are Generator (computer programming), generators – values are generated on-demand (i.e., are lazily evaluated) – while lists and arrays are evaluated eagerly.
F# uses pattern matching
In computer science, pattern matching is the act of checking a given sequence of tokens for the presence of the constituents of some pattern. In contrast to pattern recognition, the match usually must be exact: "either it will or will not be a ...
to bind values to names. Pattern matching is also used when accessing discriminated unions – the union is value matched against pattern rules and a rule is selected when a match succeeds. F# also supports ''active patterns'' as a form of extensible pattern matching. It is used, for example, when multiple ways of matching on a type exist.
F# supports a general syntax for defining compositional computations called '. Sequence expressions, asynchronous computations and queries are particular kinds of computation expressions. Computation expressions are an implementation of the monad pattern.
Imperative programming
F# support for imperative programming includes
* for
loops
* while
loops
* arrays
An array is a systematic arrangement of similar objects, usually in rows and columns.
Things called an array include:
{{TOC right
Music
* In twelve-tone and serial composition, the presentation of simultaneous twelve-tone sets such that the ...
, created with the syntax
* Associative array, hash table, created with the dict ... /code> syntax or System.Collections.Generic.Dictionary<_,_>
type.
Values and record fields can also be labelled as mutable
. For example:
// Define 'x' with initial value '1'
let mutable x = 1
// Change the value of 'x' to '3'
x <- 3
Also, F# supports access to all CLI types and objects such as those defined in the System.Collections.Generic
namespace defining imperative data structures.
Object-oriented programming
Like other Common Language Infrastructure
The Common Language Infrastructure (CLI) is an open specification and technical standard originally developed by Microsoft and standardized by International Organization for Standardization, ISO/International Electrotechnical Commission, IEC (ISO/ ...
(CLI) languages, F# can use CLI types through object-oriented programming. F# support for object-oriented programming in expressions includes:
* Dot-notation, e.g.,
* Object expressions, e.g.,
* Object construction, e.g.,
* Type tests, e.g.,
* Type coercions, e.g.,
* Named arguments, e.g.,
* Named setters, e.g.,
* Optional arguments, e.g.,
Support for object-oriented programming in patterns includes
* Type tests, e.g.,
* Active patterns, which can be defined over object types
F# object type definitions can be class, struct, interface, enum, or delegate type definitions, corresponding to the definition forms found in C#. For example, here is a class with a constructor taking a name and age, and declaring two properties.
/// A simple object type definition
type Person(name : string, age : int) =
member x.Name = name
member x.Age = age
Asynchronous programming
F# supports asynchronous programming through ''asynchronous workflows''. An asynchronous workflow is defined as a sequence of commands inside an async
, as in
let asynctask =
async
The let!
indicates that the expression on the right (getting the response) should be done asynchronously but the flow should only continue when the result is available. In other words, from the point of view of the code block, it's as if getting the response is a blocking call, whereas from the point of view of the system, the thread won't be blocked and may be used to process other flows until the result needed for this one becomes available.
The async block may be invoked using the Async.RunSynchronously
function. Multiple async blocks can be executed in parallel using the Async.Parallel
function that takes a list of async
objects (in the example, asynctask
is an async object) and creates another async object to run the tasks in the lists in parallel. The resultant object is invoked using Async.RunSynchronously
.
Inversion of control in F# follows this pattern.
Since version 6.0, F# supports creating, consuming and returning .NET tasks directly.
open System.Net.Http
let fetchUrlAsync (url:string) = // string -> Task
task
// Usage
let fetchPrint() =
let task = task
task.Wait()
Parallel programming
Parallel programming is supported partly through the Async.Parallel
, Async.Start
and other operations that run asynchronous blocks in parallel.
Parallel programming is also supported through the Array.Parallel
functional programming operators in the F# standard library, direct use of the System.Threading.Tasks
task programming model, the direct use of .NET thread pool and .NET threads and through dynamic translation of F# code to alternative parallel execution engines such as GPU code.
Units of measure
The F# type system supports units of measure checking for numbers.
In F#, you can assign units of measure, such as meters or kilograms, to floating point, unsigned integer and signed integer values. This allows the compiler to check that arithmetic involving these values is dimensionally consistent, helping to prevent common programming mistakes by ensuring that, for instance, lengths aren't mistakenly added to times.
The units of measure feature integrates with F# type inference to require minimal type annotations in user code.
">Measure>type m // meter
">Measure>type s // second
let distance = 100.0 // float
let time = 5.0 // float
let speed = distance/time // float
">Measure>type kg // kilogram
">Measure>type N = (kg * m)/(s^2) // Newtons
">Measure>type Pa = N/(m^2) // Pascals
">Measure>type days
let better_age = 3u // uint
The F# static type checker provides this functionality at compile time, but units are erased from the compiled code. Consequently, it is not possible to determine a value's unit at runtime.
Metaprogramming
F# allows some forms of syntax customizing via metaprogramming
Metaprogramming is a computer programming technique in which computer programs have the ability to treat other programs as their data. It means that a program can be designed to read, generate, analyse, or transform other programs, and even modi ...
to support embedding custom domain-specific languages within the F# language, particularly through computation expressions.
F# includes a feature for run-time meta-programming called quotations. A quotation expression evaluates to an abstract syntax tree representation of the F# expressions. Similarly, definitions labelled with the lt;ReflectedDefinition>/code> attribute can also be accessed in their quotation form. F# quotations are used for various purposes including to compile F# code into JavaScript
JavaScript (), often abbreviated as JS, is a programming language and core technology of the World Wide Web, alongside HTML and CSS. Ninety-nine percent of websites use JavaScript on the client side for webpage behavior.
Web browsers have ...
and GPU code. Quotations represent their F# code expressions as data for use by other parts of the program while requiring it to be syntactically correct F# code.
Information-rich programming
F# 3.0 introduced a form of compile-time meta-programming through statically extensible type generation called F# type providers. F# type providers allow the F# compiler and tools to be extended with components that provide type information to the compiler on-demand at compile time. F# type providers have been used to give strongly typed access to connected information sources in a scalable way, including to the Freebase knowledge graph.
In F# 3.0 the F# quotation and computation expression features are combined to implement LINQ queries. For example:
// Use the OData type provider to create types that can be used to access the Northwind database.
open Microsoft.FSharp.Data.TypeProviders
type Northwind = ODataService<"http://services.odata.org/Northwind/Northwind.svc">
let db = Northwind.GetDataContext()
// A query expression.
let query1 = query
The combination of type providers, queries and strongly typed functional programming is known as ''information rich programming''.
Agent programming
F# supports a variation of the actor
An actor (masculine/gender-neutral), or actress (feminine), is a person who portrays a character in a production. The actor performs "in the flesh" in the traditional medium of the theatre or in modern media such as film, radio, and television. ...
programming model through the in-memory implementation of lightweight asynchronous agents. For example, the following code defines an agent and posts 2 messages:
type Message =
, Enqueue of string
, Dequeue of AsyncReplyChannel
Development tools
* Visual Studio, with the Visual F# tools from Microsoft
Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
installed, can be used to create, run and debug F# projects. The Visual F# tools include a Visual Studio-hosted read–eval–print loop
A read–eval–print loop (REPL), also termed an interactive toplevel or language shell, is a simple interactive computer programming environment that takes single user inputs, executes them, and returns the result to the user; a program written ...
(REPL) interactive console that can execute F# code as it is written. Visual Studio for Mac also fully supports F# projects.
* Visual Studio Code
Visual Studio Code, commonly referred to as VS Code, is an integrated development environment developed by Microsoft for Windows, Linux, macOS and web browsers. Features include support for debugging, syntax highlighting, intelligent code comp ...
contains full support for F# via th
Ionide extension
* F# can be developed with any text editor. Specific support exists in editors such as Emacs
Emacs (), originally named EMACS (an acronym for "Editor Macros"), is a family of text editors that are characterized by their extensibility. The manual for the most widely used variant, GNU Emacs, describes it as "the extensible, customizable, s ...
.
* JetBrains Rider is optimized for the development of F# Code starting with release 2019.1.
* LINQPad has supported F# since version 2.x.
Comparison of integrated development environments
Application areas
F# is a general-purpose programming language
In computer software, a general-purpose programming language (GPL) is a programming language for building software in a wide variety of application Domain (software engineering), domains. Conversely, a Domain-specific language, domain-specific pro ...
.
Web programming
Th
SAFE Stack
is an end-to-end F# stack to develop web applications. It uses ASP.NET Core on the server side an
Fable
on the client side.
Alternative end-to-end F# options include the WebSharper framework and the Oxpecker framework.
Cross-platform app development
F# can be used together with th
Visual Studio Tools for Xamarin
to develop apps for iOS and Android. Th
Fabulous
library provides a more comfortable functional interface.
Analytical programming
Among others, F# is used for quantitative finance programming, energy trading and portfolio optimization, machine learning, business intelligence and social gaming on Facebook
Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andre ...
.
In the 2010s, F# has been positioned as an optimized alternative to C#. F#'s scripting ability and inter-language compatibility with all Microsoft products have made it popular among developers.
Scripting
F# can be used as a scripting language, mainly for desktop read–eval–print loop
A read–eval–print loop (REPL), also termed an interactive toplevel or language shell, is a simple interactive computer programming environment that takes single user inputs, executes them, and returns the result to the user; a program written ...
(REPL) scripting.
Open-source community
The F# open-source
Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
community includes the F# Software Foundation and the F# Open Source Group at GitHub
GitHub () is a Proprietary software, proprietary developer platform that allows developers to create, store, manage, and share their code. It uses Git to provide distributed version control and GitHub itself provides access control, bug trackin ...
. Popular open-source F# projects include:
Fable
an F# to Javascript transpiler based o
Babel
Paket
an alternative package manager for .NET that can still use NuGet repositories, but has centralised version-management.
FAKE
an F# friendly build-system.
Giraffe
a functionally oriented middleware for ASP.NET Core.
Suave
a lightweight web-server and web-development library.
Compatibility
F# features a legacy "ML compatibility mode" that can directly compile programs written in a large subset of OCaml roughly, with no functors, objects, polymorphic variants, or other additions.
Examples
A few small samples follow:
// This is a comment for a sample hello world program.
printfn "Hello World!"
A record type definition. Records are immutable by default and are compared by structural equality.
type Person =
// Creating an instance of the record
let person =
A Person class with a constructor taking a name and age and two immutable properties.
/// This is a documentation comment for a type definition.
type Person(name : string, age : int) =
member x.Name = name
member x.Age = age
/// class instantiation
let mrSmith = Person("Smith", 42)
A simple example that is often used to demonstrate the syntax of functional languages is the factorial function for non-negative 32-bit integers, here shown in F#:
/// Using pattern matching expression
let rec factorial n =
match n with
, 0 -> 1
, _ -> n * factorial (n - 1)
/// For a single-argument functions there is syntactic sugar (pattern matching function):
let rec factorial = function
, 0 -> 1
, n -> n * factorial (n - 1)
/// Using fold and range operator
let factorial n = ..n, > Seq.fold (*) 1
Iteration examples:
/// Iteration using a 'for' loop
let printList lst =
for x in lst do
printfn $""
/// Iteration using a higher-order function
let printList2 lst =
List.iter (printfn "%d") lst
/// Iteration using a recursive function and pattern matching
let rec printList3 lst =
match lst with
, [] -> ()
, h :: t ->
printfn "%d" h
printList3 t
Fibonacci examples:
/// Fibonacci Number formula
[]
let fib n =
let rec g n f0 f1 =
match n with
, 0 -> f0
, 1 -> f1
, _ -> g (n - 1) f1 (f0 + f1)
g n 0 1
/// Another approach - a lazy infinite sequence of Fibonacci numbers
let fibSeq = Seq.unfold (fun (a,b) -> Some(a+b, (b, a+b))) (0,1)
// Print even fibs
.. 10, > List.map fib
, > List.filter (fun n -> (n % 2) = 0)
, > printList
// Same thing, using a list expression
for i in 1..10 do
let r = fib i
if r % 2 = 0 then yield r , > printList
A sample Windows Forms program:
// Open the Windows Forms library
open System.Windows.Forms
// Create a window and set a few properties
let form = new Form(Visible=true, TopMost=true, Text="Welcome to F#")
// Create a label to show some text in the form
let label =
let x = 3 + (4 * 5)
new Label(Text = $"")
// Add the label to the form
form.Controls.Add(label)
// Finally, run the form
">System.STAThread>Application.Run(form)
Asynchronous parallel programming sample (parallel CPU and I/O tasks):
/// A simple prime number detector
let isPrime (n:int) =
let bound = int (sqrt (float n))
seq , > Seq.forall (fun x -> n % x <> 0)
// We are using async workflows
let primeAsync n =
async
/// Return primes between m and n using multiple threads
let primes m n =
seq
, > Seq.map primeAsync
, > Async.Parallel
, > Async.RunSynchronously
, > Array.filter snd
, > Array.map fst
// Run a test
primes 1000000 1002000
, > Array.iter (printfn "%d")
See also
* OCaml
OCaml ( , formerly Objective Caml) is a General-purpose programming language, general-purpose, High-level programming language, high-level, Comparison of multi-paradigm programming languages, multi-paradigm programming language which extends the ...
* C#
* .NET Framework
Notes
References
*
*
*
*
*
*
*
*
External links
* The F# Software Foundation
The F# Open Source Group at GitHub
The Visual F# Developer Center
Try F#, for learning F# in a web browser
F# Snippets Site
The Visual F# team blog
The original Microsoft Research website for F#
The F# Survival Guide, Dec 2009 (Web-based book)
The F# Language Specification
An introduction to F# programming
{{Microsoft Research
.NET programming languages
Cross-platform free software
High-level programming languages
Functional languages
Microsoft free software
Microsoft programming languages
Microsoft Research
ML programming language family
OCaml programming language family
Pattern matching programming languages
Programming languages created in 2005
Programming languages supporting units of measure
Software using the Apache license
Software using the MIT license
Statically typed programming languages
Articles with example OCaml code