Spark基礎-scala學習(三)
阿新 • • 發佈:2018-12-10
面向物件程式設計之Trait
trait基礎知識
- 將trait作為介面使用
- 在trait中定義具體方法
- 在trait中定義具體欄位
- 在trait中定義抽象欄位
trait高階知識
- 為例項物件混入trait
- trait呼叫鏈
- 在trait中覆蓋抽象方法
- 混合使用trait的具體方法和抽象方法
- trait的構造機制
- trati欄位的初始化
- 讓trait繼承類
將trait作為介面使用
- trait作為介面,和java中的介面非常類似
- 在triat中可以定義抽象方法,就與抽象類中的抽象方法一樣,只要不給出方法的具體實現即可
- 類可以使用extends關鍵字繼承trait,注意,這裡不是implement,而是extends,在scala中沒有implement的概念,無論繼承類還是trait,統一都是extends
- 類繼承trait後,必須實現其中的抽象方法,實現時不需要使用override關鍵字
- scala不支援對類進行多繼承,而是支援多重繼承trait,使用with關鍵字即可
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait HelloTrait{
def sayHello(name:String)
}
trait MakeFriendsTrait{
def makeFriend(p:Person)
}
class Person(val name:String) extends HelloTrait with MakeFriendsTrait with Cloneable with Serializable
{
def sayHello(name:String) = println("Hello," + name)
def makeFriend(p:Person) = println("Hello,my name is "+name +",your name is "+p.name)
}
// Exiting paste mode, now interpreting.
defined trait HelloTrait
defined trait MakeFriendsTrait
defined class Person
scala> val p = new Person("Tom")
p: Person = [email protected]
scala> p.makeFriend(p)
Hello,my name is Tom,your name is Tom
scala> p.sayHello("jike")
Hello,jike
在Trait中定義具體的方法
- scala中的Triat可以不是隻定義抽象方法,還可以定義具體方法,此時trait更像是包含了通用工具方法的東西
- 就想trait的功能混入了類
- 舉例來說,trait中可以包含一些很多類都通用的功能方法,比如列印日誌等等,spark中就使用了trait來定義了通用的日誌列印方法
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait Logger{
def log(message :String) = println(message)
}
class Person(val name:String) extends Logger{
def makeFriends(p:Person){
println("Hi,I'm "+name+",I'm glad to make friends with you," + p.name)
log("makeFriends method is invoked with parameter Person[name="+p.name+"]")
}
}
// Exiting paste mode, now interpreting.
defined trait Logger
defined class Person
scala> val p = new Person("Tom")
p: Person = [email protected]
scala> p.makeFriends(p)
Hi,I'm Tom,I'm glad to make friends with you,Tom
makeFriends method is invoked with parameter Person[name=Tom]
在trait中定義具體欄位
- scala中trait可以定義具體field,此時繼承trait的類就可以自動獲得trait中定義的field
- 但是這種獲取field的方式與繼承class是不同的:如果是繼承class獲得的field,實際是定義在父類中的;而繼承trait獲取的field,就直接被新增到類中
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait Person{
val eyeNum:Int = 2
}
class Student(val name:String) extends Person{
def sayHello = println("Hi,I'm "+name+",I have "+eyeNum+" eyes")
}
// Exiting paste mode, now interpreting.
defined trait Person
defined class Student
scala> val s = new Student("Tom")
s: Student = [email protected]
scala> s.sayHello
Hi,I'm Tom,I have 2 eyes
在Trait中定義抽象欄位
- scala中的Trait可以定義抽象field,而trait中的具體方法則可以基於抽象field來編寫
- 但是繼承trait的類,則必須覆蓋抽象field,提供具體的值
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait SayHello{
val msg:String
def sayHello(name:String) = println(msg+","+name)
}
class Person(val name:String) extends SayHello{
val msg:String = "hello"
def makeFriends(p:Person){
sayHello(p.name)
print("I'm "+name+",I want to make friends with you!")
}
}
// Exiting paste mode, now interpreting.
defined trait SayHello
defined class Person
scala> val p = new Person("Tom")
p: Person = [email protected]
scala> p.msg
res4: String = hello
scala> p.makeFriends(p)
hello,Tom
I'm Tom,I want to make friends with you!
為例項混入trait
- 有時候我們可以在建立類的物件時,指定該物件混入某個trait,這樣,就只有這個物件混入該trait的方法,而類的其他物件則沒有
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait Logged{
def log(msg:String){}
}
trait MyLogger extends Logged{
override def log(msg:String){println("log:"+msg)}
}
class Person(val name:String) extends Logged{
def sayHello{println("Hi,I'm "+name);log("sayHello is invoked!")}
}
// Exiting paste mode, now interpreting.
defined trait Logged
defined trait MyLogger
defined class Person
scala> val p1 = new Person("leo")
p1: Person = [email protected]
scala> p1.sayHello
Hi,I'm leo
scala> val p2 = new Person("jack") with MyLogger
p2: Person with MyLogger = [email protected]
scala> p2.sayHello
Hi,I'm jack
log:sayHello is invoked!
trait呼叫鏈
- scala中支援多個trait,一次呼叫多個trait中的同一個方法,只要讓多個trait的同一個方法中,在最後都執行super.方法即可
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait Handler{
def handle(data:String){}
}
trait DataValidHandler extends Handler{
override def handle(data:String){
println("check data:" +data)
super.handle(data)
}
}
trait SignatureValidHandler extends Handler {
override def handle(data:String){
println("check signature: "+data)
super.handle(data)
}
}
class Person(val name:String) extends SignatureValidHandler with DataValidHandler{
def sayHello = { println("Hello, " + name);handle(name)}
}
// Exiting paste mode, now interpreting.
defined trait Handler
defined trait DataValidHandler
defined trait SignatureValidHandler
defined class Person
scala> val p1 = new Person("Tom")
p1: Person = [email protected]
scala> p1.sayHello
Hello, Tom
check data:Tom
check signature: Tom
在trait中覆蓋抽象方法
- 在trait中,是可以覆蓋父trait的抽象方法的
- 但是覆蓋時,如果使用了super.方法的程式碼,則無法通過編譯。因為super.方法就會去呼叫父trait的抽象方法,此時子trait的該方法還是會被認為是抽象的
- 此時如果要通過編譯,就得給子trait的方法加上abstract override修飾
trait Logger{
def log(msg:String)
}
trait MyLogger extends Logger{
abstract override def log(msg:String) {super.log(msg)}
}
混合使用trait的具體方法和抽象方法
- 在trait中,可以混合使用具體方法和抽象方法
- 可以讓具體方法依賴於抽象方法,而抽象方法則放到繼承trait的類中去實現
- 這種trait其實就是設計模式中的模板設計模式的體現
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait Valid{
def getName:String
def valid:Boolean = {
getName == "leo"
}
}
class Person(val name:String) extends Valid{
println(valid)
def getName = name
}
// Exiting paste mode, now interpreting.
defined trait Valid
defined class Person
scala> val p = new Person("leo")
true
p: Person = [email protected]
scala> p.getName
res10: String = leo
scala> val p2 = new Person("Tom")
false
p2: Person = [email protected]
scala> p2.getName
res11: String = Tom
trait的構造機制
- 在scala中,trait也是有構造程式碼的,也就是trait中,不包含在任何方法中的程式碼
- 而繼承了trait的類的構造機制如下
- 父類的建構函式執行
- trait的構造程式碼執行,多個trait從左到右依次執行
- 構造trait時會先構造父trait,如果多個trait繼承同一個父trait,則父trait只會構造一次
- 所有trait構造完畢之後,子類的建構函式執行
scala> :paste
// Entering paste mode (ctrl-D to finish)
class Person{println("Person constructor")}
trait Logger{println("Logger constructor")}
trait MyLogger extends Logger{println("MyLogger constructor")}
trait TimeLogger extends Logger{println("TimeLogger constructor")}
class Student extends Person with MyLogger with TimeLogger{
println("Student constructor")
}
// Exiting paste mode, now interpreting.
defined class Person
defined trait Logger
defined trait MyLogger
defined trait TimeLogger
defined class Student
scala> val s = new Student
Person constructor
Logger constructor
MyLogger constructor
TimeLogger constructor
Student constructor
s: Student = [email protected]
trait field的初始化
- 在scala中,trait是沒有接受引數的建構函式的,這是trait與clas的唯一區別,但是如果需求就是要trait能夠對field進行初始化,我們可以使用scala中非常特殊的一種高階特性--提前定義
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait SayHello{
val msg:String
println(msg:String)
}
class Person
val p = new {
val msg:String = "init"
} with Person with SayHello
// Exiting paste mode, now interpreting.
init
defined trait SayHello
defined class Person
p: Person with SayHello = [email protected]
scala> :paste
// Entering paste mode (ctrl-D to finish)
class Person extends{
val msg:String = "init"
} with SayHello{}
// Exiting paste mode, now interpreting.
defined class Person
scala> val p2 = new Person
init
p2: Person = [email protected]
scala> :paste
// Entering paste mode (ctrl-D to finish)
trait SayHello{
lazy val msg:String = null
println(msg.toString)
}
class Person extends SayHello{
override lazy val msg:String = "init"
}
// Exiting paste mode, now interpreting.
defined trait SayHello
defined class Person
scala> val p3 = new Person
init
p3: Person = [email protected]
trait繼承class
- 在scala中,trait也可以繼承自class,此時這個class就會為所有繼承該trait的類的父類
scala> :paste
// Entering paste mode (ctrl-D to finish)
class MyUtil{
def printMessage(msg:String) = println(msg)
}
trait Logger extends MyUtil{
def log(msg:String) = printMessage("log: "+msg)
}
class Person(val name:String) extends Logger{
def sayHello{
log("Hi,I'm "+name)
printMessage("Hi,I'm "+name)
}
}
// Exiting paste mode, now interpreting.
defined class MyUtil
defined trait Logger
defined class Person
scala> val p = new Person("Jike")
p: Person = [email protected]
scala> p.sayHello
log: Hi,I'm Jike
Hi,I'm Jike