• Hazelcast 内存数据网格


    Hazelcast ( www.hazelcast.com)是一种内存数据网格 in-memory data grid,提供Java程序员关键任务交易和万亿级内存应用。

    Hazelcast的集群属于“无主节点”,这意味着它不是一个客户端 - 服务器系统。有一个集群的领导者,默认是最老的成员,管理数据是如何在系统间分布,但是,如果该节点当机,那么是下面一个旧的节点接管。

    你所用的数据结构Maps List和队列都是保存在内存中。如果集群中的一个节点死亡,数据不会丢失,但如果多个节点同时当机,那么你就麻烦了。

    下面以BigWideWorl为案例说明Hazelcast的使用,首先依赖包导入:

    <dependency>
    <groupId>com.hazelcast</groupId>
    <artifactId>hazelcast</artifactId>
    <version>3.1</version>
    </dependency>

    public class BigWideWorld { 
          
      private static Random rand = new Random(System.currentTimeMillis()); 
          
      private final Users users = new Users(); 
          
      private final int totalNumUsers = users.size(); 
          
      public String nextUser() { 
          
        User user = users.get(rand.nextInt(totalNumUsers)); 
        String name = user.getUsername();       
        return name;       
      }       
    }

    nextUser()方法可以随机获得一个用户的名称,用户集合由Users类管理。

    public class Users {

      /** The users in the database */ 
      private final User[] users = { new User("fred123", "Fred", "Jones", "fredj@a.com"), 
          new User("jim", "Jim", "Jones", "jimj@a.com"), 
          new User("bill", "Bill", "Jones", "bill@a.com"), 
          new User("ted111", "Edward", "Jones", "tedj@a.com"), 
          new User("annie", "Annette", "Jones", "annj@a.com"), 
          new User("lucy", "Lucy", "Jones", "lucyj@a.com"), 
          new User("jimj", "James", "Jones", "jimj@a.com"), 
          new User("jez", "Jerry", "Jones", "fredj@a.com"), 
          new User("will", "William", "Jones", "willj@a.com"), 
          new User("shaz", "Sharon", "Jones", "shazj@a.com"), 
          new User("paula", "Paula", "Jones", "pauj@a.com"), 
          new User("leo", "Leonardo", "Jones", "leoj@a.com"), };

      private final Map<String, User> userMap;

      public Users() {

        userMap = new HashMap<String, User>();

        for (User user : users) { 
          userMap.put(user.getUsername(), user); 
        } 
      }

      /** 
       * The number of users in the database 
       */ 
      public int size() { 
        return userMap.size(); 
      }

      /** 
       * Given a number, return the user 
       */ 
      public User get(int index) { 
        return users[index]; 
      }

      /** 
       * Given the user's name return the User details 
       */ 
      public User get(String username) { 
        return userMap.get(username); 
      }

      /** 
       * Return the user names. 
       */ 
      public Set<String> getUserNames() { 
        return userMap.keySet(); 
      } 
    }

    Users其实类似一个Map集合。下面是用户类:

    public class User implements Serializable {

      private static final long serialVersionUID = 1L; 
      private final String username; 
      private final String firstName; 
      private final String lastName; 
      private final String email;

      public User(String username, String firstName, String lastName, String email) { 
        super(); 
        this.username = username; 
        this.firstName = firstName; 
        this.lastName = lastName; 
        this.email = email; 
      }

      public String getUsername() { 
        return username; 
      }

      public String getFirstName() { 
        return firstName; 
      }

      public String getLastName() { 
        return lastName; 
      }

      public String getEmail() { 
        return email; 
      }

      @Override 
      public String toString() {

        StringBuilder sb = new StringBuilder("User: "); 
        sb.append(username); 
        sb.append(" "); 
        sb.append(firstName); 
        sb.append(" "); 
        sb.append(lastName); 
        sb.append(" "); 
        sb.append(email);

        return sb.toString(); 
      } 
    }

    用户User必须实现序列化接口。

    客户端调用代码如下:

    public class Main {

      public static void main(String[] args) throws InterruptedException {

        BigWideWorld theWorld = new BigWideWorld();

        MyApplication application = new MyApplication();

        while (true) {

          String username = theWorld.nextUser();

          if (application.isLoggedOn(username)) { 
            application.logout(username); 
          } else { 
            application.logon(username); 
          }

          application.displayUsers(); 
          TimeUnit.SECONDS.sleep(2); 
        } 
      }

    }

    此代码创建BigWideWorld和所有MyApplication的实例。然后,它无限循环抓住抓取下一个随机的用户名。如果是已经登录的用户,那么注销该用户。如果没有登录的用户,然后登录用户后显示。

    运行该代码:

    java -cp /your path to the/hazelcast-3.1/lib/hazelcast-1.jar:. com.captaindebug.hazelcast.gettingstarted.Main

    得到如下结果:

    Logged on users:
    User: fred123 Fred Jones fredj@a.com
    User: jimj James Jones jimj@a.com
    User: shaz Sharon Jones shazj@a.com
    User: paula Paula Jones pauj@a.com
    User: lucy Lucy Jones lucyj@a.com
    User: jez Jerry Jones fredj@a.com
    User: jim Jim Jones jimj@a.com
    7 -- 14:54:16-17

    可以多开几个终端运行这个代码。

    你会看到用户不断在登录推出,用户Map集合每次显示出改变,关键是:一个应用的Map大小变化会影响其他窗口应用内的大小,好像大家共用一个Users的Map集合。

    发布者和订阅者实现

    假设有一个模型:

    public class StockPrice implements Serializable {

      private static final long serialVersionUID = 1L;

      private final BigDecimal bid;

      private final BigDecimal ask;

      private final String code;

      private final String description;

      private final long timestamp;

      /** 
       * Create a StockPrice for the given stock at a given moment 
       */ 
      public StockPrice(BigDecimal bid, BigDecimal ask, String code, String description, 
          long timestamp) { 
        super(); 
        this.bid = bid; 
        this.ask = ask; 
        this.code = code; 
        this.description = description; 
        this.timestamp = timestamp; 
      }

      public BigDecimal getBid() { 
        return bid; 
      }

      public BigDecimal getAsk() { 
        return ask; 
      }

      public String getCode() { 
        return code; 
      }

      public String getDescription() { 
        return description; 
      }

      public long getTimestamp() { 
        return timestamp; 
      }

      @Override 
      public String toString() {

        StringBuilder sb = new StringBuilder("Stock - "); 
        sb.append(code); 
        sb.append(" - "); 
        sb.append(description); 
        sb.append(" - "); 
        sb.append(description); 
        sb.append(" - Bid: "); 
        sb.append(bid); 
        sb.append(" - Ask: "); 
        sb.append(ask); 
        sb.append(" - "); 
        SimpleDateFormat df = new SimpleDateFormat("HH:MM:SS"); 
        sb.append(df.format(new Date(timestamp))); 
        return sb.toString(); 
      } 
    }

    要求将股票的买入卖出价格在任何时间发布给做市商。

    发布者代码:

    public class MarketMaker implements Runnable {

      private static Random random = new Random();

      private final String stockCode;

      private final String description;

      private final ITopic<StockPrice> topic;

      private volatile boolean running;

      public MarketMaker(String topicName, String stockCode, String description) { 
        this.stockCode = stockCode; 
        this.description = description; 
        this.topic = createTopic(topicName); 
        running = true; 
      }

      @VisibleForTesting 
      ITopic<StockPrice> createTopic(String topicName) { 
        HazelcastInstance hzInstance = Hazelcast.newHazelcastInstance(); 
        return hzInstance.getTopic(topicName); 
      }

      public void publishPrices() {

        Thread thread = new Thread(this); 
        thread.start(); 
      }

      @Override 
      public void run() {

        do { 
          publish(); 
          sleep(); 
        } while (running); 
      }

      private void publish() {

        StockPrice price = createStockPrice(); 
        System.out.println(price.toString()); 
        topic.publish(price); 
      }

      @VisibleForTesting 
      StockPrice createStockPrice() {

        double price = createPrice(); 
        DecimalFormat df = new DecimalFormat("#.##");

        BigDecimal bid = new BigDecimal(df.format(price - variance(price))); 
        BigDecimal ask = new BigDecimal(df.format(price + variance(price)));

        StockPrice stockPrice = new StockPrice(bid, ask, stockCode, description, 
            System.currentTimeMillis()); 
        return stockPrice; 
      }

      private double createPrice() {

        int val = random.nextInt(2010 - 1520) + 1520; 
        double retVal = (double) val / 100; 
        return retVal; 
      }

      private double variance(double price) { 
        return (price * 0.01); 
      }

      private void sleep() { 
        try { 
          TimeUnit.SECONDS.sleep(2); 
        } catch (InterruptedException e) { 
          e.printStackTrace(); 
        } 
      }

      public void stop() { 
        running = false; 
      }

      public static void main(String[] args) throws InterruptedException {

        MarketMaker bt = new MarketMaker("STOCKS", "BT.L", "British Telecom"); 
        MarketMaker cbry = new MarketMaker("STOCKS", "CBRY.L", "Cadburys"); 
        MarketMaker bp = new MarketMaker("STOCKS", "BP.L", "British Petrolium");

        bt.publishPrices(); 
        cbry.publishPrices(); 
        bp.publishPrices();

      }

    }

    其中代码关键是:

      ITopic<StockPrice> createTopic(String topicName) { 
        HazelcastInstance hzInstance = Hazelcast.newHazelcastInstance(); 
        return hzInstance.getTopic(topicName); 
      }

    这是设置Hazelcast,创建一个主题topic用于股票发布。真正发布是在run方法中的topic.publish(price);

    订阅者代码如下:

    public class Client implements MessageListener<StockPrice> {

      public Client(String topicName) { 
        HazelcastInstance hzInstance = Hazelcast.newHazelcastInstance(); 
        ITopic<StockPrice> topic = hzInstance.getTopic(topicName); 
        topic.addMessageListener(this); 
      }

      /** 
       * @see com.hazelcast.core.MessageListener#onMessage(com.hazelcast.core.Message) 
       */ 
      @Override 
      public void onMessage(Message<StockPrice> arg0) { 
        System.out.println("Received: " + arg0.getMessageObject().toString()); 
      }

      public static void main(String[] args) {

        new Client("STOCKS"); 
      }

    }

    下面是运行,需要配合两个包:hazel cast-3.1.jar and guava-13.0.1.jar.

    java -cp ./:/Users/Roger/tmp/mm/guava-13.0.1.jar:/Users/Roger/tmp/mm/hazelcast-3.1.jar com.captaindebug.hazelcast.pubsub.MarketMaker

    下面是订阅者运行:

    java -cp ./:/Users/Roger/tmp/mm/guava-13.0.1.jar:/Users/Roger/tmp/mm/hazelcast-3.1.jar com.captaindebug.hazelcast.pubsub.Client

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  • 原文地址:https://www.cnblogs.com/like-minded/p/5179354.html
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