• Apache Curator入门实战


    Apache Curator入门实战

    Curator是Netflix公司开源的一个Zookeeper客户端,与Zookeeper提供的原生客户端相比,Curator的抽象层次更高,简化了Zookeeper客户端的开发量。

    1.Zookeeper安装部署

    Zookeeper的部署很简单,如果已经有Java运行环境的话,下载tarball解压后即可运行。

    [root@vm Temp]$ wget http://mirror.bit.edu.cn/apache/zookeeper/zookeeper-3.4.6/zookeeper-3.4.6.tar.gz
    [root@vm Temp]$ tar zxvf zookeeper-3.4.6.tar.gz
    [root@vm Temp]$ cd zookeeper-3.4.6
    
    [root@vm zookeeper-3.4.6]$ cp conf/zoo_sample.cfg conf/zoo.cfg
    [root@vm zookeeper-3.4.6]$ export ZOOKEEPER_HOME=/usr/local/src/zookeeper-3.4.5
    [root@vm zookeeper-3.4.6]$ export PATH=$ZOOKEEPER_HOME/bin:$PATH
    
    [root@vm zookeeper-3.4.6]$ bin/zkServer.sh start
    [root@vm zookeeper-3.4.6]$ bin/zkCli.sh -server 127.0.0.1:2181

    2.客户端常用操作

    用zkCli.sh连接上Zookeeper服务后,用help能列出所有命令:

    [root@BC-VM-edce4ac67d304079868c0bb265337bd4 zookeeper-3.4.6]# bin/zkCli.sh -127.0.0.1:2181
    Connecting to localhost:2181
    2015-06-11 10:55:14,387 [myid:] - INFO  [main:Environment@100] - Client environment:zookeeper.version=3.4.6-1569965, built on 02/20/2014 09:09 GMT
        ...
    
    [zk: localhost:2181(CONNECTED) 5] help
    ZooKeeper -server host:port cmd args
            connect host:port
            get path [watch]
            ls path [watch]
            set path data [version]
            rmr path
            delquota [-n|-b] path
            quit 
            printwatches on|off
            create [-s] [-e] path data acl
            stat path [watch]
            close 
            ls2 path [watch]
            history 
            listquota path
            setAcl path acl
            getAcl path
            sync path
            redo cmdno
            addauth scheme auth
            delete path [version]
            setquota -n|-b val path

    下面就试验一下常用的命令:

    • create:创建路径结点。
    • ls:查看路径下的所有结点。
    • get:获得结点上的值。
    • set:修改结点上的值。
    • delete:删除结点。
    [zk: localhost:2181(CONNECTED) 6] create /zktest mydata
    Created /zktest
    [zk: localhost:2181(CONNECTED) 12] ls /
    [zktest, zookeeper]
    [zk: localhost:2181(CONNECTED) 7] ls /zktest
    []
    [zk: localhost:2181(CONNECTED) 13] get /zktest
    mydata
    cZxid = 0x1c
    ctime = Thu Jun 11 10:58:06 CST 2015
    mZxid = 0x1c
    mtime = Thu Jun 11 10:58:06 CST 2015
    pZxid = 0x1c
    cversion = 0
    dataVersion = 0
    aclVersion = 0
    ephemeralOwner = 0x0
    dataLength = 6
    numChildren = 0
    [zk: localhost:2181(CONNECTED) 14] set /zktest junk
    cZxid = 0x1c
    ctime = Thu Jun 11 10:58:06 CST 2015
    mZxid = 0x1f
    mtime = Thu Jun 11 10:59:08 CST 2015
    pZxid = 0x1c
    cversion = 0
    dataVersion = 1
    aclVersion = 0
    ephemeralOwner = 0x0
    dataLength = 4
    numChildren = 0
    [zk: localhost:2181(CONNECTED) 15] delete /zktest
    [zk: localhost:2181(CONNECTED) 16] ls /
    [zookeeper]

    3.用Curator管理Zookeeper

    Curator的Maven依赖如下,一般直接使用curator-recipes就行了,如果需要自己封装一些底层些的功能的话,例如增加连接管理重试机制等,则可以引入curator-framework包。

        <dependency>
            <groupId>org.apache.curator</groupId>
            <artifactId>curator-recipes</artifactId>
            <version>2.7.0</version>
        </dependency>

    3.1 Client操作

    利用Curator提供的客户端API,可以完全实现上面原生客户端的功能。值得注意的是,Curator采用流式风格API。

    package com.cdai.codebase.bigdata.hadoop.zookeeper.curator;
    
    import org.apache.curator.framework.CuratorFramework;
    import org.apache.curator.framework.CuratorFrameworkFactory;
    import org.apache.curator.retry.RetryNTimes;
    
    /**
     * Curator framework's client test.
     * Output:
     *  $ create /zktest hello 
     *  $ ls / 
     *  [zktest, zookeeper]
     *  $ get /zktest 
     *  hello
     *  $ set /zktest world 
     *  $ get /zktest 
     *  world
     *  $ delete /zktest 
     *  $ ls / 
     *  [zookeeper]
     */
    public class CuratorClientTest {
    
        /** Zookeeper info */
        private static final String ZK_ADDRESS = "192.168.1.100:2181";
        private static final String ZK_PATH = "/zktest";
    
        public static void main(String[] args) throws Exception {
            // 1.Connect to zk
            CuratorFramework client = CuratorFrameworkFactory.newClient(
                    ZK_ADDRESS,
                    new RetryNTimes(10, 5000)
            );
            client.start();
            System.out.println("zk client start successfully!");
    
            // 2.Client API test
            // 2.1 Create node
            String data1 = "hello";
            print("create", ZK_PATH, data1);
            client.create().
                    creatingParentsIfNeeded().
                    forPath(ZK_PATH, data1.getBytes());
    
            // 2.2 Get node and data
            print("ls", "/");
            print(client.getChildren().forPath("/"));
            print("get", ZK_PATH);
            print(client.getData().forPath(ZK_PATH));
    
            // 2.3 Modify data
            String data2 = "world";
            print("set", ZK_PATH, data2);
            client.setData().forPath(ZK_PATH, data2.getBytes());
            print("get", ZK_PATH);
            print(client.getData().forPath(ZK_PATH));
    
            // 2.4 Remove node
            print("delete", ZK_PATH);
            client.delete().forPath(ZK_PATH);
            print("ls", "/");
            print(client.getChildren().forPath("/"));
        }
    
        private static void print(String... cmds) {
            StringBuilder text = new StringBuilder("$ ");
            for (String cmd : cmds) {
                text.append(cmd).append(" ");
            }
            System.out.println(text.toString());
        }
    
        private static void print(Object result) {
            System.out.println(
                    result instanceof byte[]
                        ? new String((byte[]) result)
                            : result);
        }
    
    }

    3.2 监听器

    Curator提供了三种Watcher(Cache)来监听结点的变化:

    • Path Cache:监视一个路径下1)孩子结点的创建、2)删除,3)以及结点数据的更新。产生的事件会传递给注册的PathChildrenCacheListener。
    • Node Cache:监视一个结点的创建、更新、删除,并将结点的数据缓存在本地。
    • Tree Cache:Path Cache和Node Cache的“合体”,监视路径下的创建、更新、删除事件,并缓存路径下所有孩子结点的数据。

    下面就测试一下最简单的Path Watcher:

    package com.cdai.codebase.bigdata.hadoop.zookeeper.curator;
    
    import org.apache.curator.framework.CuratorFramework;
    import org.apache.curator.framework.CuratorFrameworkFactory;
    import org.apache.curator.framework.recipes.cache.ChildData;
    import org.apache.curator.framework.recipes.cache.PathChildrenCache;
    import org.apache.curator.framework.recipes.cache.PathChildrenCache.StartMode;
    import org.apache.curator.retry.RetryNTimes;
    
    /**
     * Curator framework watch test.
     */
    public class CuratorWatcherTest {
    
        /** Zookeeper info */
        private static final String ZK_ADDRESS = "192.168.1.100:2181";
        private static final String ZK_PATH = "/zktest";
    
        public static void main(String[] args) throws Exception {
            // 1.Connect to zk
            CuratorFramework client = CuratorFrameworkFactory.newClient(
                    ZK_ADDRESS,
                    new RetryNTimes(10, 5000)
            );
            client.start();
            System.out.println("zk client start successfully!");
    
            // 2.Register watcher
            PathChildrenCache watcher = new PathChildrenCache(
                    client,
                    ZK_PATH,
                    true    // if cache data
            );
            watcher.getListenable().addListener((client1, event) -> {
                ChildData data = event.getData();
                if (data == null) {
                    System.out.println("No data in event[" + event + "]");
                } else {
                    System.out.println("Receive event: "
                            + "type=[" + event.getType() + "]"
                            + ", path=[" + data.getPath() + "]"
                            + ", data=[" + new String(data.getData()) + "]"
                            + ", stat=[" + data.getStat() + "]");
                }
            });
            watcher.start(StartMode.BUILD_INITIAL_CACHE);
            System.out.println("Register zk watcher successfully!");
    
            Thread.sleep(Integer.MAX_VALUE);
        }
    
    }

    下面是在zkCli.sh中操作时Java程序的输出:

    Java: zk client start successfully!
    Java: Register zk watcher successfully!
    
    zkCli: [zk: localhost:2181(CONNECTED) 11] create /zktest/hello mydata
    Java: Receive event: type=[CHILD_ADDED], path=[/zktest/hello], data=[mydata], stat=[121,121,1434001221097,1434001221097,0,0,0,0,6,0,121]
    
    zkCli: [zk: localhost:2181(CONNECTED) 12] set /zktest/hello otherdata
    Java: Receive event: type=[CHILD_UPDATED], path=[/zktest/hello], data=[otherdata], stat=[121,122,1434001221097,1434001228467,1,0,0,0,9,0,121]
    
    zkCli: [zk: localhost:2181(CONNECTED) 13] delete /zktest/hello
    Java: Receive event: type=[CHILD_REMOVED], path=[/zktest/hello], data=[otherdata], stat=[121,122,1434001221097,1434001228467,1,0,0,0,9,0,121]

    4.Curator“菜谱”

    既然Maven包叫做curator-recipes,那说明Curator有它独特的“菜谱”

    • :包括共享锁、共享可重入锁、读写锁等。
    • 选举:Leader选举算法。
    • Barrier:阻止分布式计算直至某个条件被满足的“栅栏”,可以看做JDK Concurrent包中Barrier的分布式实现。
    • 缓存:前面提到过的三种Cache及监听机制。
    • 持久化结点:连接或Session终止后仍然在Zookeeper中存在的结点。
    • 队列:分布式队列、分布式优先级队列等。

    4.1 分布式锁

    分布式编程时,比如最容易碰到的情况就是应用程序在线上多机部署,于是当多个应用同时访问某一资源时,就需要某种机制去协调它们。例如,现在一台应用正在rebuild缓存内容,要临时锁住某个区域暂时不让访问;又比如调度程序每次只想一个任务被一台应用执行等等。

    下面的程序会启动两个线程t1和t2去争夺锁,拿到锁的线程会占用5秒。运行多次可以观察到,有时是t1先拿到锁而t2等待,有时又会反过来。Curator会用我们提供的lock路径的结点作为全局锁,这个结点的数据类似这种格式:[_c_64e0811f-9475-44ca-aa36-c1db65ae5350-lock-0000000005],每次获得锁时会生成这种串,释放锁时清空数据。

    package com.cdai.codebase.bigdata.hadoop.zookeeper.curator;
    
    import org.apache.curator.framework.CuratorFramework;
    import org.apache.curator.framework.CuratorFrameworkFactory;
    import org.apache.curator.framework.recipes.locks.InterProcessMutex;
    import org.apache.curator.retry.RetryNTimes;
    
    import java.util.concurrent.TimeUnit;
    
    /**
     * Curator framework's distributed lock test.
     */
    public class CuratorDistrLockTest {
    
        /** Zookeeper info */
        private static final String ZK_ADDRESS = "192.168.1.100:2181";
        private static final String ZK_LOCK_PATH = "/zktest";
    
        public static void main(String[] args) throws InterruptedException {
            // 1.Connect to zk
            CuratorFramework client = CuratorFrameworkFactory.newClient(
                    ZK_ADDRESS,
                    new RetryNTimes(10, 5000)
            );
            client.start();
            System.out.println("zk client start successfully!");
    
            Thread t1 = new Thread(() -> {
                doWithLock(client);
            }, "t1");
            Thread t2 = new Thread(() -> {
                doWithLock(client);
            }, "t2");
    
            t1.start();
            t2.start();
        }
    
        private static void doWithLock(CuratorFramework client) {
            InterProcessMutex lock = new InterProcessMutex(client, ZK_LOCK_PATH);
            try {
                if (lock.acquire(10 * 1000, TimeUnit.SECONDS)) {
                    System.out.println(Thread.currentThread().getName() + " hold lock");
                    Thread.sleep(5000L);
                    System.out.println(Thread.currentThread().getName() + " release lock");
                }
            } catch (Exception e) {
                e.printStackTrace();
            } finally {
                try {
                    lock.release();
                } catch (Exception e) {
                    e.printStackTrace();
                }
            }
    
        }
    
    }

    4.2 Leader选举

    当集群里的某个服务down机时,我们可能要从slave结点里选出一个作为新的master,这时就需要一套能在分布式环境中自动协调的Leader选举方法。Curator提供了LeaderSelector监听器实现Leader选举功能。同一时刻,只有一个Listener会进入takeLeadership()方法,说明它是当前的Leader。注意:当Listener从takeLeadership()退出时就说明它放弃了“Leader身份”,这时Curator会利用Zookeeper再从剩余的Listener中选出一个新的Leader。autoRequeue()方法使放弃Leadership的Listener有机会重新获得Leadership,如果不设置的话放弃了的Listener是不会再变成Leader的。

    package com.cdai.codebase.bigdata.hadoop.zookeeper.curator;
    
    import org.apache.curator.framework.CuratorFramework;
    import org.apache.curator.framework.CuratorFrameworkFactory;
    import org.apache.curator.framework.recipes.leader.LeaderSelector;
    import org.apache.curator.framework.recipes.leader.LeaderSelectorListener;
    import org.apache.curator.framework.state.ConnectionState;
    import org.apache.curator.retry.RetryNTimes;
    import org.apache.curator.utils.EnsurePath;
    
    /**
     * Curator framework's leader election test.
     * Output:
     *  LeaderSelector-2 take leadership!
     *  LeaderSelector-2 relinquish leadership!
     *  LeaderSelector-1 take leadership!
     *  LeaderSelector-1 relinquish leadership!
     *  LeaderSelector-0 take leadership!
     *  LeaderSelector-0 relinquish leadership! 
     *      ...
     */
    public class CuratorLeaderTest {
    
        /** Zookeeper info */
        private static final String ZK_ADDRESS = "192.168.1.100:2181";
        private static final String ZK_PATH = "/zktest";
    
        public static void main(String[] args) throws InterruptedException {
            LeaderSelectorListener listener = new LeaderSelectorListener() {
                @Override
                public void takeLeadership(CuratorFramework client) throws Exception {
                    System.out.println(Thread.currentThread().getName() + " take leadership!");
    
                    // takeLeadership() method should only return when leadership is being relinquished.
                    Thread.sleep(5000L);
    
                    System.out.println(Thread.currentThread().getName() + " relinquish leadership!");
                }
    
                @Override
                public void stateChanged(CuratorFramework client, ConnectionState state) {
                }
            };
    
            new Thread(() -> {
                registerListener(listener);
            }).start();
    
            new Thread(() -> {
                registerListener(listener);
            }).start();
    
            new Thread(() -> {
                registerListener(listener);
            }).start();
    
            Thread.sleep(Integer.MAX_VALUE);
        }
    
        private static void registerListener(LeaderSelectorListener listener) {
            // 1.Connect to zk
            CuratorFramework client = CuratorFrameworkFactory.newClient(
                    ZK_ADDRESS,
                    new RetryNTimes(10, 5000)
            );
            client.start();
    
            // 2.Ensure path
            try {
                new EnsurePath(ZK_PATH).ensure(client.getZookeeperClient());
            } catch (Exception e) {
                e.printStackTrace();
            }
    
            // 3.Register listener
            LeaderSelector selector = new LeaderSelector(client, ZK_PATH, listener);
            selector.autoRequeue();
            selector.start();
        }
    
    }
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  • 原文地址:https://www.cnblogs.com/xiaomaohai/p/6157615.html
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