scala学习笔记

lazy
定义为lazy的变量在第一次应用时才会求值
var a = 4, b = 2
lazy var c = a * b

Unit
相当于Java中的void

Nothing
函数抛出异常时返回Nothing

String
scala支持字符串插值
var name : String = "chenfeng"
var newstr : String = s"my name is ${name}"

3种函数:
def hello1(name : String) : String = {
s"new String return : {name}"
}
def hello3(x : Int, y : Int) = x + y // 只有一条语句可以省略代码块括号

3种for循环
val l = List("alice", "bob", "cathy")

for (
    s <- l
) println(s)                              

for {
    s <- l
    if (s.length > 3)
} println(s)

val result_for = for {
    s <- l
    s1 = s.toUpperCase()
    if (s1 != "")
} yield (s1)
println(result_for)

try and match
val result_try = try {
Integer.parseInt("dog")
} catch {
case _ => 0
} finally {
println("always be printed")
}
println(result_try)

val code = 3
val result_match = code match {
    case 1 => "one"
    case 2 => "two"
    case _ => "others"
}
println(result_match)

2种求值策略
call by value
call by name

函数,高阶函数,匿名函数,递归函数
高阶函数:用函数作为形参或返回值的函数
def operate(f : (Int, Int) => Int) {
f(4, 4)
}
def greeting() = (name : String) => s"my name is ${name}"

匿名函数,又称为函数常量、函数文字量,格式为 (形参列表) => {函数体}
     var add() = (x : Int, y : Int) => x + y
     add(1, 2)
     
     def greeting() = (name : String) => s"my name is ${name}"
     greeting()("zhangsan")
     def greeting2(x : Int) = (name : String) => s"my name ${x} is ${name}"
     greeting(12)("olala")

递归函数:在函数式编程中实现循环的一种技术
尾递归函数:所有递归函数的调用都出现在函数的末尾,当编译器检测到是尾递归时,覆盖当前活动记录而不是在栈中创建新的

柯里化
object test {

def main(args: Array[String]): Unit = {
    sum(x => x)(1)(5)
    sum(x => x * x)(1)(5)
}

def sum(f: Int => Int)(a: Int)(b: Int): Int = {

    @annotation.tailrec
    def loop(n: Int, acc: Int): Int = {
        if (n > b) {
            println(s"n=${n}, acc=${acc}, innerest")
            acc
        } else {
            println(s"n=${n}, acc=${acc}")
            loop(n + 1, acc + f(n))
        }
    }

    loop(a, 0)
}

}

List[T]
val l = List(1, 2, 3, 4)

连接元素
      ::,从后向前连接
      val c = "x" :: "y" :: "z" :: Nil     // List[String] = List(x, y, z)
连接列表
      :::
      val d = l ::: c                            // List[Any] = List(1, 2, 3, 4, x, y, z)
获取元素
      l.head
      l.tail
      l.isEmpty

      def walkthrough(list : List[Int]) : String= {
               if (list.isEmpty)
                    ""
               else
                    l.head.toString + " " + walkthrough(list.tail)
     }
      walkthrough(l)

高级函数
     toList
          "this is a string".toList        // List[Char] = List(t, h, i, s,  , i, s,  , a,  , s, t, r, i, n, g)
     filter
          "this is a string, 123".toList.filter(x => Character.isDigit(x))     // 取出数字 List[Int] = List(1, 2, 3)
     takeWhile
          "this is a string, 123".toList.takeWhile(x => x != s)                    // List[String] = List(t, h, i, s,  , i, s,  , a,  )

     map 映射,将列表中元素一一映射到新的值
          var a = "this is a string".toList
               a.map(x => x.toUpperCase)
               a.map(_.toUpperCase)
          var b = List(1, 2, 3, 4,  5)
               b.filter(x => x % 2 == 1)
               b.filter(_ % 2 == 1).map(_ + 10)
          var c = List(List(1, 2, 3), List(4, 5, 6))
               c.map(x => x.filter(x % 2 == 1))
               c.map(_.filter(_ % 2 == 1))
               c.flatMap(_.filter(_%2==1))          // 将多层list压平成一层
     
     规约,从左向右
         reduceLeft
              a.reduceLeft((x, y) => x + y)
              a.reduceLeft(_+_) 
         foldLeft
              a.foldLeft(0)((x, y) => x + y)
              a.foldLeft(0)(_+_)

     Range
          1 to 10          // Range(1, 2, 3, ..., 10)
          1 to 10 by 2     // Range(1, 3, 5, 7, 9)
          1 until 10      // Range(1, 2, 3, ..., 9)
          (1 to 10).toList     // List[Int] = List(1, 2, 3, ..., 10)

      Stream:Stream is a lazy list
          val s = 1 #:: 2 #:: 3 #:: Steam.empty          // Stream(1, ?)
          val s = (1 until 1000000).toSteam             // Stream(1, ?)
          s.head     // 1
          s.tail        // Stream(2, ?)

      Map
          val p = Map(1 -> "David", 9 -> "Elwood")     // 创建
          p(1)                                                                // 获取,String = David
          p.contains(1)                                                 // true
          p.keys     // Set(1, 9)
          p.values     // MapLike(David, Elwood)
          p + (8 -> "Archer")
          p ++ List(3 -> "afa", 4 -> "fage")
          p - 1
          p -- List(1, 9, 3)

      Tuple
          创建          
               (1, 2)
               1 -> 2
          var a = List(1, 2, 3)
          def sumSq(in : List[Int]) : (Int, Int, Int) = {
               in.foldLeft((0, 0, 0))(t, v) => (t._1 + 1, t._2 + v, t._3 + v * v))
          }
          sumSq(a)     // (3, 6, 14)

Scala快速排序
def QuickSort(nums : List[Int]) : List[Int] = { if (nums.length < 2) nums else QuickSort(nums.filter(_ < nums.head) ++ nums.filter(_ == nums.head) ++ qSort(nums.filter(_ > nums.head))

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