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- - -
language : F #
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contributors :
- [ " Scott Wlaschin " , " http://fsharpforfunandprofit.com/ " ]
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filename : learnfsharp . fs
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- - -
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F # is a general purpose functional / OO programming language . It's free and open source , and runs on Linux , Mac , Windows and more .
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It has a powerful type system that traps many errors at compile time , but it uses type inference so that it reads more like a dynamic language .
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The syntax of F # is different from C - style languages :
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* Curly braces are not used to delimit blocks of code . Instead , indentation is used ( like Python ) .
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* Whitespace is used to separate parameters rather than commas .
If you want to try out the code below , you can go to [ tryfsharp . org ] ( http : //www.tryfsharp.org/Create) and paste it into an interactive REPL.
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` ` ` csharp
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// single line comments use a double slash
(* multi line comments use (* . . . *) pair
- end of multi line comment - * )
// ================================================
// Basic Syntax
// ================================================
// ------ "Variables" (but not really) ------
// The "let" keyword defines an (immutable) value
let myInt = 5
let myFloat = 3 . 14
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let myString = " hello " // note that no types needed
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// ------ Lists ------
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let twoToFive = [ 2 ; 3 ; 4 ; 5 ] // Square brackets create a list with
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// semicolon delimiters.
let oneToFive = 1 :: twoToFive // :: creates list with new 1st element
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// The result is [1; 2; 3; 4; 5]
let zeroToFive = [ 0 ; 1 ] @ twoToFive // @ concats two lists
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// IMPORTANT: commas are never used as delimiters, only semicolons!
// ------ Functions ------
// The "let" keyword also defines a named function.
let square x = x * x // Note that no parens are used.
square 3 // Now run the function. Again, no parens.
let add x y = x + y // don't use add (x,y)! It means something
// completely different.
add 2 3 // Now run the function.
// to define a multiline function, just use indents. No semicolons needed.
let evens list =
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let isEven x = x % 2 = 0 // Define "isEven" as a sub function. Note
// that equality operator is single char "=".
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List . filter isEven list // List.filter is a library function
// with two parameters: a boolean function
// and a list to work on
evens oneToFive // Now run the function
// You can use parens to clarify precedence. In this example,
// do "map" first, with two args, then do "sum" on the result.
// Without the parens, "List.map" would be passed as an arg to List.sum
let sumOfSquaresTo100 =
List . sum ( List . map square [ 1 .. 100 ] )
// You can pipe the output of one operation to the next using "|>"
// Piping data around is very common in F#, similar to UNIX pipes.
// Here is the same sumOfSquares function written using pipes
let sumOfSquaresTo100piped =
[ 1 .. 100 ] | > List . map square | > List . sum // "square" was defined earlier
// you can define lambdas (anonymous functions) using the "fun" keyword
let sumOfSquaresTo100withFun =
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[ 1 .. 100 ] | > List . map ( fun x -> x * x ) | > List . sum
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// In F# there is no "return" keyword. A function always
// returns the value of the last expression used.
// ------ Pattern Matching ------
// Match..with.. is a supercharged case/switch statement.
let simplePatternMatch =
let x = " a "
match x with
| " a " -> printfn " x is a "
| " b " -> printfn " x is b "
| _ -> printfn " x is something else " // underscore matches anything
// F# doesn't allow nulls by default -- you must use an Option type
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// and then pattern match.
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// Some(..) and None are roughly analogous to Nullable wrappers
let validValue = Some ( 99 )
let invalidValue = None
// In this example, match..with matches the "Some" and the "None",
// and also unpacks the value in the "Some" at the same time.
let optionPatternMatch input =
match input with
| Some i -> printfn " input is an int=%d " i
| None -> printfn " input is missing "
optionPatternMatch validValue
optionPatternMatch invalidValue
// ------ Printing ------
// The printf/printfn functions are similar to the
// Console.Write/WriteLine functions in C#.
printfn " Printing an int %i, a float %f, a bool %b " 1 2 . 0 true
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printfn " A string %s, and something generic %A " " hello " [ 1 ; 2 ; 3 ; 4 ]
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// There are also sprintf/sprintfn functions for formatting data
// into a string, similar to String.Format in C#.
// ================================================
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// More on functions
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// ================================================
// F# is a true functional language -- functions are first
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// class entities and can be combined easily to make powerful
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// constructs
// Modules are used to group functions together
// Indentation is needed for each nested module.
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module FunctionExamples =
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// define a simple adding function
let add x y = x + y
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// basic usage of a function
let a = add 1 2
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printfn " 1 + 2 = %i " a
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// partial application to "bake in" parameters
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let add42 = add 42
let b = add42 1
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printfn " 42 + 1 = %i " b
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// composition to combine functions
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let add1 = add 1
let add2 = add 2
let add3 = add1 > > add2
let c = add3 7
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printfn " 3 + 7 = %i " c
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// higher order functions
[ 1 .. 10 ] | > List . map add3 | > printfn " new list is %A "
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// lists of functions, and more
let add6 = [ add1 ; add2 ; add3 ] | > List . reduce ( > > )
let d = add6 7
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printfn " 1 + 2 + 3 + 7 = %i " d
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// ================================================
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// Lists and collection
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// ================================================
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// There are three types of ordered collection:
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// * Lists are most basic immutable collection.
// * Arrays are mutable and more efficient when needed.
// * Sequences are lazy and infinite (e.g. an enumerator).
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//
// Other collections include immutable maps and sets
// plus all the standard .NET collections
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module ListExamples =
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// lists use square brackets
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let list1 = [ " a " ; " b " ]
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let list2 = " c " :: list1 // :: is prepending
let list3 = list1 @ list2 // @ is concat
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// list comprehensions (aka generators)
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let squares = [ for i in 1 .. 10 do yield i * i ]
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// A prime number generator
// - this is using a short notation for the pattern matching syntax
// - (p::xs) is 'first :: tail' of the list, could also be written as p :: xs
// this means this matches 'p' (the first item in the list), and xs is the rest of the list
// this is called the 'cons pattern'
// - uses 'rec' keyword, which is necessary when using recursion
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let rec sieve = function
| ( p :: xs ) -> p :: sieve [ for x in xs do if x % p > 0 then yield x ]
| [] -> []
let primes = sieve [ 2 .. 50 ]
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printfn " %A " primes
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// pattern matching for lists
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let listMatcher aList =
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match aList with
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| [] -> printfn " the list is empty "
| [ first ] -> printfn " the list has one element %A " first
| [ first ; second ] -> printfn " list is %A and %A " first second
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| first :: _ -> printfn " the list has more than two elements, first element %A " first
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listMatcher [ 1 ; 2 ; 3 ; 4 ]
listMatcher [ 1 ; 2 ]
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listMatcher [ 1 ]
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listMatcher []
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// recursion using lists
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let rec sum aList =
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match aList with
| [] -> 0
| x :: xs -> x + sum xs
sum [ 1 .. 10 ]
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// -----------------------------------------
// Standard library functions
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// -----------------------------------------
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// map
let add3 x = x + 3
[ 1 .. 10 ] | > List . map add3
// filter
let even x = x % 2 = 0
[ 1 .. 10 ] | > List . filter even
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// many more -- see documentation
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module ArrayExamples =
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// arrays use square brackets with bar
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let array1 = [| " a " ; " b " |]
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let first = array1 . [ 0 ] // indexed access using dot
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// pattern matching for arrays is same as for lists
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let arrayMatcher aList =
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match aList with
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| [| |] -> printfn " the array is empty "
| [| first |] -> printfn " the array has one element %A " first
| [| first ; second |] -> printfn " array is %A and %A " first second
| _ -> printfn " the array has more than two elements "
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arrayMatcher [| 1 ; 2 ; 3 ; 4 |]
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// Standard library functions just as for List
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[| 1 .. 10 |]
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| > Array . map ( fun i -> i + 3 )
| > Array . filter ( fun i -> i % 2 = 0 )
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| > Array . iter ( printfn " value is %i. " )
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module SequenceExamples =
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// sequences use curly braces
let seq1 = seq { yield " a " ; yield " b " }
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// sequences can use yield and
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// can contain subsequences
let strange = seq {
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// "yield" adds one element
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yield 1 ; yield 2 ;
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// "yield!" adds a whole subsequence
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yield ! [ 5 .. 10 ]
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yield ! seq {
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for i in 1 .. 10 do
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if i % 2 = 0 then yield i } }
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// test
strange | > Seq . toList
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// Sequences can be created using "unfold"
// Here's the fibonacci series
let fib = Seq . unfold ( fun ( fst , snd ) ->
Some ( fst + snd , ( snd , fst + snd ) ) ) ( 0 , 1 )
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// test
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let fib10 = fib | > Seq . take 10 | > Seq . toList
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printf " first 10 fibs are %A " fib10
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// ================================================
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// Data Types
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// ================================================
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module DataTypeExamples =
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// All data is immutable by default
// Tuples are quick 'n easy anonymous types
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// -- Use a comma to create a tuple
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let twoTuple = 1 , 2
let threeTuple = " a " , 2 , true
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// Pattern match to unpack
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let x , y = twoTuple // sets x = 1, y = 2
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// ------------------------------------
// Record types have named fields
// ------------------------------------
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// Use "type" with curly braces to define a record type
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type Person = { First : string ; Last : string }
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// Use "let" with curly braces to create a record
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let person1 = { First = " John " ; Last = " Doe " }
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// Pattern match to unpack
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let { First = first } = person1 // sets first="John"
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// ------------------------------------
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// Union types (aka variants) have a set of choices
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// Only one case can be valid at a time.
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// ------------------------------------
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// Use "type" with bar/pipe to define a union type
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type Temp =
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| DegreesC of float
| DegreesF of float
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// Use one of the cases to create one
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let temp1 = DegreesF 98 . 6
let temp2 = DegreesC 37 . 0
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// Pattern match on all cases to unpack
let printTemp = function
| DegreesC t -> printfn " %f degC " t
| DegreesF t -> printfn " %f degF " t
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printTemp temp1
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printTemp temp2
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// ------------------------------------
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// Recursive types
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// ------------------------------------
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// Types can be combined recursively in complex ways
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// without having to create subclasses
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type Employee =
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| Worker of Person
| Manager of Employee list
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let jdoe = { First = " John " ; Last = " Doe " }
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let worker = Worker jdoe
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// ------------------------------------
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// Modeling with types
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// ------------------------------------
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// Union types are great for modeling state without using flags
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type EmailAddress =
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| ValidEmailAddress of string
| InvalidEmailAddress of string
let trySendEmail email =
match email with // use pattern matching
| ValidEmailAddress address -> () // send
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| InvalidEmailAddress address -> () // don't send
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// The combination of union types and record types together
// provide a great foundation for domain driven design.
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// You can create hundreds of little types that accurately
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// reflect the domain.
type CartItem = { ProductCode : string ; Qty : int }
type Payment = Payment of float
type ActiveCartData = { UnpaidItems : CartItem list }
type PaidCartData = { PaidItems : CartItem list ; Payment : Payment }
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type ShoppingCart =
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| EmptyCart // no data
| ActiveCart of ActiveCartData
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| PaidCart of PaidCartData
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// ------------------------------------
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// Built in behavior for types
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// ------------------------------------
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// Core types have useful "out-of-the-box" behavior, no coding needed.
// * Immutability
// * Pretty printing when debugging
// * Equality and comparison
// * Serialization
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// Pretty printing using %A
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printfn " twoTuple=%A, \n Person=%A, \n Temp=%A, \n Employee=%A "
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twoTuple person1 temp1 worker
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// Equality and comparison built in.
// Here's an example with cards.
type Suit = Club | Diamond | Spade | Heart
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type Rank = Two | Three | Four | Five | Six | Seven | Eight
| Nine | Ten | Jack | Queen | King | Ace
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let hand = [ Club , Ace ; Heart , Three ; Heart , Ace ;
Spade , Jack ; Diamond , Two ; Diamond , Ace ]
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// sorting
List . sort hand | > printfn " sorted hand is (low to high) %A "
List . max hand | > printfn " high card is %A "
List . min hand | > printfn " low card is %A "
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// ================================================
// Active patterns
// ================================================
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module ActivePatternExamples =
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// F# has a special type of pattern matching called "active patterns"
// where the pattern can be parsed or detected dynamically.
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// "banana clips" are the syntax for active patterns
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// You can use "elif" instead of "else if" in conditional expressions.
// They are equivalent in F#
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// for example, define an "active" pattern to match character types...
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let ( | Digit | Letter | Whitespace | Other | ) ch =
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if System . Char . IsDigit ( ch ) then Digit
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elif System . Char . IsLetter ( ch ) then Letter
elif System . Char . IsWhiteSpace ( ch ) then Whitespace
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else Other
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// ... and then use it to make parsing logic much clearer
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let printChar ch =
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match ch with
| Digit -> printfn " %c is a Digit " ch
| Letter -> printfn " %c is a Letter " ch
| Whitespace -> printfn " %c is a Whitespace " ch
| _ -> printfn " %c is something else " ch
// print a list
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[ 'a' ; 'b' ; '1' ; ' ' ; '-' ; 'c' ] | > List . iter printChar
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// -----------------------------------
// FizzBuzz using active patterns
// -----------------------------------
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// You can create partial matching patterns as well
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// Just use underscore in the definition, and return Some if matched.
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let ( | MultOf3 | _ | ) i = if i % 3 = 0 then Some MultOf3 else None
let ( | MultOf5 | _ | ) i = if i % 5 = 0 then Some MultOf5 else None
// the main function
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let fizzBuzz i =
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match i with
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| MultOf3 & MultOf5 -> printf " FizzBuzz, "
| MultOf3 -> printf " Fizz, "
| MultOf5 -> printf " Buzz, "
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| _ -> printf " %i, " i
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// test
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[ 1 .. 20 ] | > List . iter fizzBuzz
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// ================================================
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// Conciseness
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// ================================================
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module AlgorithmExamples =
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// F# has a high signal/noise ratio, so code reads
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// almost like the actual algorithm
// ------ Example: define sumOfSquares function ------
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let sumOfSquares n =
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[ 1 .. n ] // 1) take all the numbers from 1 to n
| > List . map square // 2) square each one
| > List . sum // 3) sum the results
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// test
sumOfSquares 100 | > printfn " Sum of squares = %A "
// ------ Example: define a sort function ------
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let rec sort list =
match list with
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// If the list is empty
| [] ->
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[] // return an empty list
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// If the list is not empty
| firstElem :: otherElements -> // take the first element
let smallerElements = // extract the smaller elements
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otherElements // from the remaining ones
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| > List . filter ( fun e -> e < firstElem )
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| > sort // and sort them
let largerElements = // extract the larger ones
otherElements // from the remaining ones
| > List . filter ( fun e -> e > = firstElem )
| > sort // and sort them
// Combine the 3 parts into a new list and return it
List . concat [ smallerElements ; [ firstElem ] ; largerElements ]
// test
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sort [ 1 ; 5 ; 23 ; 18 ; 9 ; 1 ; 3 ] | > printfn " Sorted = %A "
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// ================================================
// Asynchronous Code
// ================================================
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module AsyncExample =
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// F# has built-in features to help with async code
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// without encountering the "pyramid of doom"
//
// The following example downloads a set of web pages in parallel.
open System.Net
open System
open System.IO
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open Microsoft.FSharp.Control.CommonExtensions
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// Fetch the contents of a URL asynchronously
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let fetchUrlAsync url =
async { // "async" keyword and curly braces
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// creates an "async" object
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let req = WebRequest . Create ( Uri ( url ) )
use ! resp = req . AsyncGetResponse ()
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// use! is async assignment
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use stream = resp . GetResponseStream ()
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// "use" triggers automatic close()
// on resource at end of scope
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use reader = new IO . StreamReader ( stream )
let html = reader . ReadToEnd ()
printfn " finished downloading %s " url
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}
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// a list of sites to fetch
let sites = [ " http://www.bing.com " ;
" http://www.google.com " ;
" http://www.microsoft.com " ;
" http://www.amazon.com " ;
" http://www.yahoo.com " ]
// do it
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sites
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| > List . map fetchUrlAsync // make a list of async tasks
| > Async . Parallel // set up the tasks to run in parallel
| > Async . RunSynchronously // start them off
// ================================================
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// .NET compatibility
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// ================================================
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module NetCompatibilityExamples =
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// F# can do almost everything C# can do, and it integrates
// seamlessly with .NET or Mono libraries.
// ------- work with existing library functions -------
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let ( i1success , i1 ) = System . Int32 . TryParse ( " 123 " ) ;
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if i1success then printfn " parsed as %i " i1 else printfn " parse failed "
// ------- Implement interfaces on the fly! -------
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// create a new object that implements IDisposable
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let makeResource name =
{ new System . IDisposable
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with member this . Dispose () = printfn " %s disposed " name }
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let useAndDisposeResources =
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use r1 = makeResource " first resource "
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printfn " using first resource "
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for i in [ 1 .. 3 ] do
let resourceName = sprintf " \t inner resource %d " i
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use temp = makeResource resourceName
printfn " \t do something with %s " resourceName
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use r2 = makeResource " second resource "
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printfn " using second resource "
printfn " done. "
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// ------- Object oriented code -------
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// F# is also a fully fledged OO language.
// It supports classes, inheritance, virtual methods, etc.
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// interface with generic type
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type IEnumerator < ' a > =
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abstract member Current : ' a
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abstract MoveNext : unit -> bool
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// abstract base class with virtual methods
[< AbstractClass >]
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type Shape () =
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// readonly properties
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abstract member Width : int with get
abstract member Height : int with get
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// non-virtual method
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member this . BoundingArea = this . Height * this . Width
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// virtual method with base implementation
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abstract member Print : unit -> unit
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default this . Print () = printfn " I'm a shape "
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// concrete class that inherits from base class and overrides
type Rectangle ( x : int , y : int ) =
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inherit Shape ()
override this . Width = x
override this . Height = y
override this . Print () = printfn " I'm a Rectangle "
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// test
let r = Rectangle ( 2 , 3 )
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printfn " The width is %i " r . Width
printfn " The area is %i " r . BoundingArea
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r . Print ()
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// ------- extension methods -------
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// Just as in C#, F# can extend existing classes with extension methods.
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type System . String with
member this . StartsWithA = this . StartsWith " A "
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// test
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let s = " Alice "
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printfn " '%s' starts with an 'A' = %A " s s . StartsWithA
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// ------- events -------
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type MyButton () =
let clickEvent = new Event < _ > ()
[< CLIEvent >]
member this . OnClick = clickEvent . Publish
member this . TestEvent ( arg ) =
clickEvent . Trigger ( this , arg )
// test
let myButton = new MyButton ()
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myButton . OnClick . Add ( fun ( sender , arg ) ->
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printfn " Click event with arg=%O " arg )
myButton . TestEvent ( " Hello World! " )
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` ` `
# # More Information
For more demonstrations of F # , go to the [ Try F # ] ( http : //www.tryfsharp.org/Learn) site, or my [why use F#](http://fsharpforfunandprofit.com/why-use-fsharp/) series.
Read more about F # at [ fsharp . org ] ( http : //fsharp.org/).