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       Scala
Programming Language

    Christopher League
        LIU Brooklyn



       ?? February ????
Prehistory
???? Martin Odersky receives Ph.D. from
     Niklaus Wirth at ETH Zrich.
???? Odersky and Phil Wadler team up to design
     Pizza, a functional language that targets
     Java Virtual Machine.
???? Propose Generic Java, with Gilad Bracha
     and David Stoutamire
History
????   Sun proposes to incorporate Generic Java
????   Odersky begins design of Scala at EPFL
????   GJ compiler released as Java ?.?
????   First public Scala release
????   Scala version ? release
????   Typesafe Inc. founded to support and
       promote Scala.
Who uses Scala?
AppJet            O?ce Depot
Ebay              SAIC
Foursquare        Siemens
GridGain          Sony
Guardian          Sygneca
LinkedIn          atcham
Managed Gaming    Twitter
Nature            WattzOn
Novell            Xebia
Novus Partners    Xerox
OPower            ...
Who uses Scala?
One-slide summary: Scala is...
Scalable
Object-oriented
Functional
Compatible
Concise
High-level
Statically typed
Interactive (REPL)
Scala is... concise
Typical Java class de?nition
class MyClass {
    private int index;
    private String name;
    public MyClass(int index, String name) {
        this.index = index;
        this.name = name;
    }
}

Equivalent Scala class de?nition
class MyClass(index: Int, name: String)
Scala is... high-level
Java: Does a string have an uppercase character?
boolean nameHasUpperCase = false;
for (int i = 0; i < name.length(); ++i) {
    if (Character.isUpperCase(name.charAt(i))) {
        nameHasUpperCase = true;
        break;
    }
}

Equivalent Scala:
val nameHasUpperCase = name.exists(_.isUpper)
Acknowledgment
Agenda
?. Introduction to Scala
?. Object-oriented programming
   ?.? Objects, classes, and traits
   ?.? Collections hierarchy
?. Functional programming
   ?.? Immutability
   ?.? Higher-order functions
   ?.? Algebraic data types
?. Concurrency
?. Summary and resources
Objects and classes
In Java and C++, classes...
   ?. are a template for creating new objects dynamically
   ?. de?ne the methods and ?elds of those objects
   ?. provide a namespace for static methods and
      ?elds, unconnected to a particular object
In Scala,
      Classes are responsible only for ? and ?.
      For ?, we de?ne a singleton object as a container
      for static members.
Example
class ChecksumAccumulator {
    private var sum = 0
    def add(b: Byte) { sum += b }
    def checksum(): Int = ?(sum & 0xFF) + 1
}
object ChecksumAccumulator {
    private val cache = Map[String, Int]()
    def calculate(s: String): Int =
      if (cache.contains(s)) cache(s)
      else {
        val acc = new ChecksumAccumulator
        for (c <- s) acc.add(c.toByte)
        val cs = acc.checksum()
        cache += (s -> cs)
        cs
      }
Other notable features
Identi?ers declared as either val (immutable value)
or var (mutable variable)
Methods introduced by def
Array/map/function syntax are uni?ed: cache(s)
Instantiation of generic types: Map[String, Int]
if/else returns a value
Last expression of a block is returned, as long as
method body preceded by =
Very general loop syntax: for(x <- xs) . . .
                                (More on that later...)
Immutable object example
class Rational(n: Int, d: Int) { // main constructor
    require(d != 0) // or else IllegalArgumentException
    private val g = gcd(n.abs, d.abs)
    val numer = n / g
    val denom = d / g
    def this(n: Int) = this(n, 1) // auxiliary ctor
    def add(that: Rational): Rational =
        new Rational
          (numer * that.denom + that.numer * denom,
           denom * that.denom)
    override def toString = numer + / + denom
    private def gcd(a: Int, b: Int): Int =
        if (b == 0) a else gcd(b, a % b)
}
Traits
A trait encapsulates method and ?eld de?nitions,
which can then be reused by mixing them into
classes.
A class can mix in any number of traits, de?ning
stackable modi?cations.
Traits example
class Animal(val name: String) {
  override def toString = name
}
trait Philosophical {
  def think {
    println(this + :  +
      I consume memory, therefore I am.)
  }
}
class Squid extends Animal(S?ren) with Philosophical
trait HasLegs {
  def legCount: Int
  def jump {
    println(this + : How high?)
  }
}
Traits example
class Frog(name: String) extends Animal(name)
with HasLegs with Philosophical {
  override def think {
    println(this + : It aint easy being green.)
  }
  def legCount = 4
}
trait Biped extends HasLegs {
  def legCount = 2
}
class Human(name: String) extends Animal(name)
with Biped with Philosophical
Traits example
scala> val s = new Squid
s: Squid = S?ren
scala> val f = new Frog(Kermit)
f: Frog = Kermit
scala> val h = new Human(Alice)
h: Human = Alice
scala> s.think
S?ren: I consume memory, therefore I am.
scala> f.think
Kermit: It aint easy being green.
scala> h.legCount
res3: Int = 2
scala> f.legCount
res4: Int = 4
scala> s.legCount
error: value legCount is not a member of Squid
Collections hierarchy
Live-coding in REPL with collections
Agenda
?. Introduction to Scala
?. Object-oriented programming
   ?.? Objects, classes, and traits
   ?.? Collections hierarchy
?. Functional programming
   ?.? Immutability
   ?.? Higher-order functions
   ?.? Algebraic data types
?. Concurrency
?. Summary and resources
Immutability
    Identi?ers declared as either val (immutable value)
    or var (mutable variable)
    scala.collection.immutable vs.
    scala.collection.mutable
scala> import scala.collection.mutable.{Set => MSet}
scala> import scala.collection.immutable.Set
scala> val s1 = MSet(2,6,7,9)
scala> val s2 = Set(3,4,7,8)
scala> s1 += 5
res9: s1.type = Set(9, 2, 6, 7, 5)
scala> s1 contains 5
res10: Boolean = true
scala> s2 += 5
error: reassignment to val
Why prefer immutability?
Referential transparency  easier for compilers
and people to reason about code if f(x) always
equals f(x)
Concurrency  multiple threads updating a single
variable or data structure can corrupt it. Fewer
updates make it easier to prevent corruption.
Higher-order functions
Function values can be passed to other functions,
stored in data structures. Syntax of function value:
{ (x: Int) => x * x }
{ x => x * 2 } // if type can be inferred
{ _ * 2 } // if parameter used just once

Example from before: name.exists( .isUpper)
De?ne your own control structures!
def unless(cond: Boolean)(block: =>Unit) =
    if(!cond) block

unless(3 < 1) { println(Huh.) }
 ?exible for comprehension
scala> for(i <- 0 to 3; j <- i+1 to 4) yield (i,j)
scala.collection.immutable.IndexedSeq[(Int, Int)] =
Vector((0,1), (0,2), (0,3), (0,4),
             (1,2), (1,3), (1,4),
                   (2,3), (2,4),
                          (3,4))

for is based entirely on higher-order functions:
    (0 to 3).flatMap(i =>
        (i+1 to 4).map(j =>
            (i,j)))
// where:
    flatMap[B](A => TraversableOnce[B]): Seq[B]
    map[B](A => B): Seq[B]
Algebraic data types
Based on case classes in Scala:
  abstract class Tree[A]
  case class Leaf[A](value: A) extends Tree[A]
  case class Branch[A](
      left: Tree[A], right: Tree[A]
  ) extends Tree[A]

You can construct objects without new
All parameters become immutable ?elds
Compiler generates sensible toString, equals,
and copy methods.
Live-coding binary tree operations
Agenda
?. Introduction to Scala
?. Object-oriented programming
   ?.? Objects, classes, and traits
   ?.? Collections hierarchy
?. Functional programming
   ?.? Immutability
   ?.? Higher-order functions
   ?.? Algebraic data types
?. Concurrency
?. Summary and resources
Scala actor asynchronicity
scala> import scala.actors.Actor._

scala> actor{println(TICK)}; println(TOCK)
TOCK
TICK

scala> actor{println(TICK)}; println(TOCK)
TICK
TOCK
Concurrency is hard
Scala actors
Actors are objects that send/receive messages.
a ! m sends message m to actor a, and returns
immediately (?re and forget).
System serializes message receives within actor.
react does not block thread, but also does not
return.
Can arrange computations to follow react using
loop, andThen.
Scala actor messaging
import scala.actors.Actor._
case object Incr
case object Get
val counter = actor {
  var n = 0
  loop {    // repeatedly wait for a message
    react { // (but dont block thread)
      case Incr => n += 1; println(n)
      case Get => sender ! n
    }
  }
}
counter ! Incr // fire and forget; eventually
counter ! Incr // prints 1 then 2
Future power people
scala> counter ! Incr
scala> counter ! Incr
3
4
scala> val f = counter !! Get
f: z.Future[Any] = <function0>
scala> f.foreach { case x: Int =>
          println(Square is  + x*x) }
Square is 16
For the future
Because Future implements standard collection
methods like flatMap, you can sequence
asynchronous computations with for syntax:
for(r1 <- act1 !! SomeOperation(x1,x2);
    r2 <- act2 !! AnotherOperation(r1,y1,y2))
{
    storeResult(r2)
}
Resources




scala-lang.org      typesafe.com      Free* e-book:




slidesha.re/??BnNJu ny-scala meetup

More Related Content

The Scala Programming Language

  • 1. Scala Programming Language Christopher League LIU Brooklyn ?? February ????
  • 2. Prehistory ???? Martin Odersky receives Ph.D. from Niklaus Wirth at ETH Zrich. ???? Odersky and Phil Wadler team up to design Pizza, a functional language that targets Java Virtual Machine. ???? Propose Generic Java, with Gilad Bracha and David Stoutamire
  • 3. History ???? Sun proposes to incorporate Generic Java ???? Odersky begins design of Scala at EPFL ???? GJ compiler released as Java ?.? ???? First public Scala release ???? Scala version ? release ???? Typesafe Inc. founded to support and promote Scala.
  • 4. Who uses Scala? AppJet O?ce Depot Ebay SAIC Foursquare Siemens GridGain Sony Guardian Sygneca LinkedIn atcham Managed Gaming Twitter Nature WattzOn Novell Xebia Novus Partners Xerox OPower ...
  • 6. One-slide summary: Scala is... Scalable Object-oriented Functional Compatible Concise High-level Statically typed Interactive (REPL)
  • 7. Scala is... concise Typical Java class de?nition class MyClass { private int index; private String name; public MyClass(int index, String name) { this.index = index; this.name = name; } } Equivalent Scala class de?nition class MyClass(index: Int, name: String)
  • 8. Scala is... high-level Java: Does a string have an uppercase character? boolean nameHasUpperCase = false; for (int i = 0; i < name.length(); ++i) { if (Character.isUpperCase(name.charAt(i))) { nameHasUpperCase = true; break; } } Equivalent Scala: val nameHasUpperCase = name.exists(_.isUpper)
  • 10. Agenda ?. Introduction to Scala ?. Object-oriented programming ?.? Objects, classes, and traits ?.? Collections hierarchy ?. Functional programming ?.? Immutability ?.? Higher-order functions ?.? Algebraic data types ?. Concurrency ?. Summary and resources
  • 11. Objects and classes In Java and C++, classes... ?. are a template for creating new objects dynamically ?. de?ne the methods and ?elds of those objects ?. provide a namespace for static methods and ?elds, unconnected to a particular object In Scala, Classes are responsible only for ? and ?. For ?, we de?ne a singleton object as a container for static members.
  • 12. Example class ChecksumAccumulator { private var sum = 0 def add(b: Byte) { sum += b } def checksum(): Int = ?(sum & 0xFF) + 1 } object ChecksumAccumulator { private val cache = Map[String, Int]() def calculate(s: String): Int = if (cache.contains(s)) cache(s) else { val acc = new ChecksumAccumulator for (c <- s) acc.add(c.toByte) val cs = acc.checksum() cache += (s -> cs) cs }
  • 13. Other notable features Identi?ers declared as either val (immutable value) or var (mutable variable) Methods introduced by def Array/map/function syntax are uni?ed: cache(s) Instantiation of generic types: Map[String, Int] if/else returns a value Last expression of a block is returned, as long as method body preceded by = Very general loop syntax: for(x <- xs) . . . (More on that later...)
  • 14. Immutable object example class Rational(n: Int, d: Int) { // main constructor require(d != 0) // or else IllegalArgumentException private val g = gcd(n.abs, d.abs) val numer = n / g val denom = d / g def this(n: Int) = this(n, 1) // auxiliary ctor def add(that: Rational): Rational = new Rational (numer * that.denom + that.numer * denom, denom * that.denom) override def toString = numer + / + denom private def gcd(a: Int, b: Int): Int = if (b == 0) a else gcd(b, a % b) }
  • 15. Traits A trait encapsulates method and ?eld de?nitions, which can then be reused by mixing them into classes. A class can mix in any number of traits, de?ning stackable modi?cations.
  • 16. Traits example class Animal(val name: String) { override def toString = name } trait Philosophical { def think { println(this + : + I consume memory, therefore I am.) } } class Squid extends Animal(S?ren) with Philosophical trait HasLegs { def legCount: Int def jump { println(this + : How high?) } }
  • 17. Traits example class Frog(name: String) extends Animal(name) with HasLegs with Philosophical { override def think { println(this + : It aint easy being green.) } def legCount = 4 } trait Biped extends HasLegs { def legCount = 2 } class Human(name: String) extends Animal(name) with Biped with Philosophical
  • 18. Traits example scala> val s = new Squid s: Squid = S?ren scala> val f = new Frog(Kermit) f: Frog = Kermit scala> val h = new Human(Alice) h: Human = Alice scala> s.think S?ren: I consume memory, therefore I am. scala> f.think Kermit: It aint easy being green. scala> h.legCount res3: Int = 2 scala> f.legCount res4: Int = 4 scala> s.legCount error: value legCount is not a member of Squid
  • 20. Live-coding in REPL with collections
  • 21. Agenda ?. Introduction to Scala ?. Object-oriented programming ?.? Objects, classes, and traits ?.? Collections hierarchy ?. Functional programming ?.? Immutability ?.? Higher-order functions ?.? Algebraic data types ?. Concurrency ?. Summary and resources
  • 22. Immutability Identi?ers declared as either val (immutable value) or var (mutable variable) scala.collection.immutable vs. scala.collection.mutable scala> import scala.collection.mutable.{Set => MSet} scala> import scala.collection.immutable.Set scala> val s1 = MSet(2,6,7,9) scala> val s2 = Set(3,4,7,8) scala> s1 += 5 res9: s1.type = Set(9, 2, 6, 7, 5) scala> s1 contains 5 res10: Boolean = true scala> s2 += 5 error: reassignment to val
  • 23. Why prefer immutability? Referential transparency easier for compilers and people to reason about code if f(x) always equals f(x) Concurrency multiple threads updating a single variable or data structure can corrupt it. Fewer updates make it easier to prevent corruption.
  • 24. Higher-order functions Function values can be passed to other functions, stored in data structures. Syntax of function value: { (x: Int) => x * x } { x => x * 2 } // if type can be inferred { _ * 2 } // if parameter used just once Example from before: name.exists( .isUpper) De?ne your own control structures! def unless(cond: Boolean)(block: =>Unit) = if(!cond) block unless(3 < 1) { println(Huh.) }
  • 25. ?exible for comprehension scala> for(i <- 0 to 3; j <- i+1 to 4) yield (i,j) scala.collection.immutable.IndexedSeq[(Int, Int)] = Vector((0,1), (0,2), (0,3), (0,4), (1,2), (1,3), (1,4), (2,3), (2,4), (3,4)) for is based entirely on higher-order functions: (0 to 3).flatMap(i => (i+1 to 4).map(j => (i,j))) // where: flatMap[B](A => TraversableOnce[B]): Seq[B] map[B](A => B): Seq[B]
  • 26. Algebraic data types Based on case classes in Scala: abstract class Tree[A] case class Leaf[A](value: A) extends Tree[A] case class Branch[A]( left: Tree[A], right: Tree[A] ) extends Tree[A] You can construct objects without new All parameters become immutable ?elds Compiler generates sensible toString, equals, and copy methods. Live-coding binary tree operations
  • 27. Agenda ?. Introduction to Scala ?. Object-oriented programming ?.? Objects, classes, and traits ?.? Collections hierarchy ?. Functional programming ?.? Immutability ?.? Higher-order functions ?.? Algebraic data types ?. Concurrency ?. Summary and resources
  • 28. Scala actor asynchronicity scala> import scala.actors.Actor._ scala> actor{println(TICK)}; println(TOCK) TOCK TICK scala> actor{println(TICK)}; println(TOCK) TICK TOCK
  • 30. Scala actors Actors are objects that send/receive messages. a ! m sends message m to actor a, and returns immediately (?re and forget). System serializes message receives within actor. react does not block thread, but also does not return. Can arrange computations to follow react using loop, andThen.
  • 31. Scala actor messaging import scala.actors.Actor._ case object Incr case object Get val counter = actor { var n = 0 loop { // repeatedly wait for a message react { // (but dont block thread) case Incr => n += 1; println(n) case Get => sender ! n } } } counter ! Incr // fire and forget; eventually counter ! Incr // prints 1 then 2
  • 32. Future power people scala> counter ! Incr scala> counter ! Incr 3 4 scala> val f = counter !! Get f: z.Future[Any] = <function0> scala> f.foreach { case x: Int => println(Square is + x*x) } Square is 16
  • 33. For the future Because Future implements standard collection methods like flatMap, you can sequence asynchronous computations with for syntax: for(r1 <- act1 !! SomeOperation(x1,x2); r2 <- act2 !! AnotherOperation(r1,y1,y2)) { storeResult(r2) }
  • 34. Resources scala-lang.org typesafe.com Free* e-book: slidesha.re/??BnNJu ny-scala meetup