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Functional object

Functional object






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    Functional object Functional object Presentation Transcript

    •    Introducing Functional  Objects  Ruchi Jindal                                      Software Consultant    Knoldus
    • What is Functional Programming It must be true: x == y <==> f( x ) == f( y ) In a functional language, a function is a value of the same status as, say,an integer or a string.Eg :1+2 OR Matrix1+ Matrix2 You can pass functions as arguments to other functions & return them asresults from functions,or store them in variables. Define a function inside another function. Define functions without giving them a name.
    • What is Functional Object Functional objects is a objects that do not have any mutable state. Immutable objects not have complex state spaces that changeover time. We can pass immutable objects whereas we may need to makedefensive copies of mutable objects before passing them to othercode. No thread can change the state of an immutable object.
    • Function Currying in ScalaCurrying is the technique of transforming a function that takes multiplearguments into a function that takes a single argument.Eg:def add(x:Int, y:Int) = x + yAnd after currying:def add(x:Int) = (y:Int) => x + yAdd(1)(2) // 3The second example redefines the add method so that it takes only a singleInt as a parameter and returns a functional (closure) as a result.
    • Partials v/s Currying Partial Function Curryingdef add(x:Int, y:Int, z:Int) = x + y + z def add(x:Int, y:Int, z:Int) = x + y + zval addFive = add(5, _:Int, _:Int) val addFive = (a:Int, b:Int) => add(5, a, b)Scala> addFive(3, 1) //9 Scala> addFive(3, 1) // 9
    • Constructing a Rational Objectclass Rational(n: Int, d: Int)here n & d are class parameters.The Scala compiler will gather up these two class parameters and create aprimary constructor that takes the same two parameters.scala> new Rational(1, 2)res0: Rational = Rational@90110a
    • Reimplementing the toString methodWe can override the default implementation by adding a method toString toclass Rational, like this:class Rational(n: Int, d: Int) {override def toString = n +"/"+ d}scala> val x = new Rational(1, 3)x: Rational = 1/3
    • Checking preconditionsclass Rational(n: Int, d: Int) {require(d != 0)override def toString = n +"/"+ d}The require method takes one boolean parameter.require will prevent the object from being constructed by throwing anIllegalArgumentException.
    • Adding Fields//wont compileclass Rational(n: Int, d: Int) {require(d != 0)override def toString = n +"/"+ ddef add(that: Rational): Rational =new Rational(n * that.d + that.n * d, d * that.d)}Here add method is the fieldthat.n or that.d, because that does not refer to the Rationalobject on which add was invoked
    • //here is the correct exampleclass Rational(n: Int, d: Int) { require(d != 0) val numer: Int = n val denom: Int = d override def toString = numer + "/" + denom def add(that: Rational): Rational = new Rational( numer * that.denom + that.numer * denom, denom * that.denom)}
    • scala> val rational = new Rational(1, 2)rational: Rational = ½scala> rational.numerres1: Int = 1scala> rational.denomres2: Int = 2scala> val oneHalf = new Rational(1, 2)oneHalf: Rational = ½scala> val twoThirds = new Rational(2, 3)twoThirds: Rational = 2/3scala> oneHalf add twoThirds // oneHalf.add(twoThirds)res3: Rational = 7/6
    • Self referencesthis refers to the self reference .def add(that: Rational): Rational = new Rational( this.numer * that.denom + that.numer * this.denom, this.denom * that.denom)scala> val oneHalf = new Rational(1, 2)oneHalf: Rational = ½scala> val twoThirds = new Rational(2, 3)twoThirds: Rational = 2/3scala> oneHalf add twoThirdsres3: Rational = 7/6
    • Auxiliary constructorsIn Scala, constructors other than the primary constructor are calledauxiliary constructors.Auxiliary constructors in Scala start with def this(...)class Rational(n: Int, d: Int) {def this(n: Int) = this(n, 1) // auxiliary constructor}scala> val rational = new Rational(3)rational: Rational = 3/1
    • Private fields and methodsclass Rational(n: Int, d: Int) {private val g = gcd(n.abs, d.abs)val numer = n / gval denom = d / gdef this(n: Int) = this(n, 1)override def toString = numer +"/"+ denomprivate def gcd(a: Int, b: Int): Int =if (b == 0) a else gcd(b, a % b)}scala> new Rational(50,10)res1: Rational = 5/1
    • Defining operatorsWe can write operation(+,*,-,/.....) on functional object as same as integerobject likeeg def + (that: Rational): Rational =new Rational(numer * that.denom + that.numer * denom,denom * that.denom)scala> onehalf + twothird //onehalf.+(twothird)res1: Rational = 7/6It is same as 1+2 or 1*2
    • Scala’s also follows the rules for operator precedence.Eg:x + x * y will execute as x + (x * y), not (x + x) * y:scala>oneHalf + oneHalf * twoThirdsres1: Rational = 5/6The above expression will evaluated asoneHalf.+(oneHalf.*(twoThirds))
    • Method overloadingscala>oneThird + 2 // oneThird.+(2)res1: Rational = 7/3def + (that: Rational): Rational =new Rational(numer * that.denom + that.numer * denom,denom * that.denom)def + (i: Int): Rational =new Rational(numer + i * denom, denom)
    • Implicit conversionsOneHalf * 2 // compile because it convert into OneHalf.*(2)2 * OneHalf // wont compile because it convert into 2.*(OneHalf)To resolve this implicit conversion is used.scala> implicit def intToRational(x: Int) = new Rational(x)This defines a conversion method from Int to Rational.scala> val r = new Rational(2,3)r: Rational = 2/3scala> 2 * rres1: Rational = 4/3
    • Object Equality The == equality is reserved in Scala for the“natural” equality of each type. For value types, == is value comparison. We can redefine the behavior of == for new types by overriding the equalsmethod,which is always inherited from class Any. It is not possible to override == directly, as it is defined as a final method inclass Any. If two objects are equal according to the equals method, then calling thehashCode method on each of the two objects must produce the same integerresult.Eg:var r1=new Rational(1,2)var r2=new Rational(-1,2)scala> r1 equals r2 //false
    • Example of equality on Rational classoverride def equals(other: Any): Boolean = other match { case that: Rational => (that canEqual this) && numer == that.numer && denom == that.denom case _ => false } def canEqual(other: Any): Boolean = other.isInstanceOf[Rational] override def hashCode: Int = 41 * ( 41 + numer) + denom