Scala隐式转换理论及进阶实践-Coding技术进阶实战

时间 2019-11-29

标签 scala 隐式转换论及进阶实践 coding 技术实战栏目 Scala 繁體版

原文原文链接

秦凯新技术社区推出的《Coding技术进阶实战》系列即将上线，包含语言类精深的用法和技巧，涵盖 python,Java,Scala,Tensorflow等主流大数据和深度学习技术基础，敬请期待。为何我会写这样一个系列，来源于被一位容器云专家问到如何实现一个线程池时，让我顿感之前研究的Java并发控制相关的理论以及多线程并发设计模式忘得九霄云外，鉴于此，气愤难平，决定展现我的编程魅力。java

1 Scala 隐式转换函数深刻实践

1.1 隐式转换

要实现隐式转换，只要程序可见的范围内定义隐式转换函数便可。Scala会自动使用隐式转换函数。隐式转换函数与普通函数惟一的语法区别就是，要以implicit开头，并且最好要定义函数返回类型。编程

案例：特殊售票窗口（只接受特殊人群，好比学生、老人等）
详解：当调用buySpecialTicket函数时，传入参数Student不对照时，会进行隐式转换为SpecialPerson

class SpecialPerson(val name: String)
class Student(val name: String)
class Older(val name: String)

implicit def object2SpecialPerson (obj: Object): SpecialPerson = {
  if (obj.getClass == classOf[Student]) { val stu = obj.asInstanceOf[Student]; new SpecialPerson(stu.name) }
  else if (obj.getClass == classOf[Older]) { val older = obj.asInstanceOf[Older]; new SpecialPerson(older.name) }
  else Nil
}

var ticketNumber = 0
def buySpecialTicket(p: SpecialPerson) = {
  ticketNumber += 1
  "T-" + ticketNumber
}

scala> var stu =new Student("qinkaixin")
stu: Student = Student@2f6bbeb0

scala> buySpecialTicket(stu)
res0: String = T-1
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1.2 使用隐式转换增强现有类型

隐式转换很是强大的一个功能，就是能够在不知不觉中增强现有类型的功能。也就是说，能够为某个类定义一个增强版的类，并定义互相之间的隐式转换，从而让源类在使用增强版的方法时，由Scala自动进行隐式转换为增强类，而后再调用该方法。设计模式

案例：超人变身
    详解：当调用不属于Man的方法时，指直接调用隐式转换函数man2superman，并调用emitLaser方法
    
    class Man(val name: String)
    class Superman(val name: String) {
      def emitLaser = println("emit a laster!")
    }
    
    implicit def man2superman(man: Man): Superman = new Superman(man.name)
    
    val leo = new Man("leo")
    leo.emitLaser
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1.3 隐式参数

所谓的隐式参数，指的是在函数或者方法中，定义一个用implicit修饰的参数，此时Scala会尝试找到一个指定类型的，用implicit修饰的对象，即隐式值，并注入参数。多线程

Scala会在两个范围内查找：并发

一种是当前做用域内可见的val或var定义的隐式变量；函数

一种是隐式参数类型的伴生对象内的隐式值学习

案例：考试签到
  详解：签到笔做为隐式参数,注入到函数中，从而可使用隐式参数对象的属性。
  
  class SignPen {
    def write(content: String) = println(content)
  }
  implicit val signPen = new SignPen
  
  def signForExam(name: String) (implicit signPen: SignPen) {
    signPen.write(name + " come to exam in time.")
  }
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2 Java 手写线程池

2.1 PThread 实现

public class PThread extends Thread 
    {
    
        private ThreadPool pool;
        private Runnable target;   
        private boolean isShutDown = false;
        private boolean isIdle = false;
        
        public PThread(Runnable target, String name, ThreadPool pool)
        {
            super(name);
            this.pool = pool;
            this.target = target;
        }
        
        public Runnable getTarget() 
        {
            return target;
        }
        
        public boolean isIdle() 
        {
            return isIdle;
        }
        public void run() 
        {
            while (!isShutDown) 
            {  
                isIdle = false;
                if (target != null) 
                {
                    target.run();  
                }
                isIdle = true;
                try 
                {
                    pool.repool(this);
                    synchronized (this) 
                    {
                        wait();
                    }
                }
                catch (InterruptedException ie)
                {
                }
                isIdle = false;
            }
        }
        
        
        public synchronized void setTarget(java.lang.Runnable newTarget) 
        {
            target = newTarget; 
            notifyAll();       
        }
        
        public synchronized void shutDown()
        {
            isShutDown = true;
            notifyAll();
        }
    }
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2.2 ThreadPool 实现

import java.util.List;
    import java.util.Vector;
    
    public class ThreadPool 
    {
        private static ThreadPool instance = null;
    

        private List<PThread> idleThreads;
        private int threadCounter;
        private boolean isShutDown = false;
        
        private ThreadPool() 
        {       
            this.idleThreads = new Vector(5);
            threadCounter = 0;
        }
        
        public int getCreatedThreadsCount() {
            return threadCounter;
        }
        

        public synchronized static ThreadPool getInstance() {
            if (instance == null)
                instance = new ThreadPool();
            return instance;
        }
       
        protected synchronized void repool(PThread repoolingThread)
        {
            if (!isShutDown) 
            {
                idleThreads.add(repoolingThread);
            }
            else 
            {
                repoolingThread.shutDown();
            }
        }
            
        public synchronized void shutdown()
        {
           isShutDown = true;
           for (int threadIndex = 0; threadIndex < idleThreads.size(); threadIndex++)
           {
                 PThread idleThread = (PThread) idleThreads.get(threadIndex);
                 idleThread.shutDown();
           }
        }
        

        public synchronized void start(Runnable target)
        {
            PThread thread = null; 

            if (idleThreads.size() > 0) 
            {
                int lastIndex = idleThreads.size() - 1;
                thread = (PThread) idleThreads.get(lastIndex);
                idleThreads.remove(lastIndex);
                thread.setTarget(target);
            }

            else 
            { 
                threadCounter++;
                thread = new PThread(target, "PThread #" + threadCounter, this);
                thread.start();
            }
        }
    }
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2.3 ThreadPool 测试

public void testThreadPool() throws InterruptedException {
		long starttime=System.currentTimeMillis();
		for(int i=0;i<1000;i++){
			ThreadPool.getInstance().start(new MyThread("testThreadPool"+Integer.toString(i)));
		}
		
		long endtime=System.currentTimeMillis();
		System.out.println("testThreadPool"+": "+(endtime-starttime));
		System.out.println("getCreatedThreadsCount:"+ThreadPool.getInstance().getCreatedThreadsCount());
		Thread.sleep(1000);
	}
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