为了提升系统的性能,进一步提高系统的吞吐能力,最近公司很多系统都在进行异步化改造。在异步化改造的过程中,肯定会比以前碰到更多的多线程问题,上周就碰到ZooKeeper客户端异步化过程中的一个死锁问题,这里说明下。

通常ZooKeeper对于同一个API,提供了同步和异步两种调用方式。

同步接口很容易理解,使用方法如下:

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ZooKeeper zk =
new ZooKeeper(...);
List children = zk.getChildren( path,
true );

异步接口就相对复杂一点,使用方法如下:

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ZooKeeper zk =
new ZooKeeper(...);
zk.getChildren( path,
true, new
AsyncCallback.Children2Callback() {
            @Override
            public
void processResult(
int rc, String path, Object ctx, List children, Stat stat ) {
                System.out.println(
"Recive the response."
);
            }
}, null);

我们可以看到,异步调用中,需要注册一个Children2Callback,并实现回调方法:processResult。

上周碰到这样的问题:应用注册了对某znode子节点列表变化的监听,逻辑是在接受到ZooKeeper服务器节点列表变更通知(EventType.NodeChildrenChanged)的时候,会重新获取一次子节点列表。之前,他们是使用同步接口,整个应用可以正常运行,但是这次异步化改造后,出现了诡异现象,能够收到子节点的变更通知,但是无法重新获取子节点列表了。

下面,我首先把应用之前使用同步接口的逻辑代码,用一个简单的demo来演示下,如下:

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package
book.chapter05;
import
java.io.IOException;
import
java.util.List;
import
java.util.concurrent.CountDownLatch;
import
org.apache.zookeeper.CreateMode;
import
org.apache.zookeeper.KeeperException;
import
org.apache.zookeeper.WatchedEvent;
import
org.apache.zookeeper.Watcher;
import
org.apache.zookeeper.Watcher.Event.EventType;
import
org.apache.zookeeper.ZooDefs.Ids;
import
org.apache.zookeeper.ZooKeeper;
import
org.apache.zookeeper.Watcher.Event.KeeperState;
/**
 * ZooKeeper API 获取子节点列表,使用同步(sync)接口。
 * @author <a href="mailto:nileader@gmail.com">银时</a>
 */
public
class
ZooKeeper_GetChildren_API_Sync_Usage
implements Watcher {
    private
CountDownLatch connectedSemaphore = new
CountDownLatch( 1
);
    private
static CountDownLatch _semaphore =
new CountDownLatch(
1 );
    private
ZooKeeper zk;
    ZooKeeper createSession( String connectString,
int sessionTimeout, Watcher watcher )
throws IOException {
        ZooKeeper zookeeper =
new ZooKeeper( connectString, sessionTimeout, watcher );
        try
{
            connectedSemaphore.await();
        }
catch ( InterruptedException e ) {
        }
        return
zookeeper;
    }
    /** create path by sync */
    void
createPath_sync( String path, String data, CreateMode createMode )
throws IOException, KeeperException, InterruptedException {
        if
( zk == null
) {
            zk =
this.createSession(
"domain1.book.zookeeper:2181",
5000, this
);
        }
        zk.create( path, data.getBytes(), Ids.OPEN_ACL_UNSAFE, createMode );
    }
    /** Get children znodes of path and set watches */
    List getChildren( String path )
throws KeeperException, InterruptedException, IOException{
        System.out.println(
"===Start to get children znodes.==="
);
        if
( zk == null
) {
            zk =
this.createSession(
"domain1.book.zookeeper:2181",
5000, this
);
        }
        return
zk.getChildren( path, true
);
    }
    public
static void
main( String[] args )
throws
IOException, InterruptedException {
        ZooKeeper_GetChildren_API_Sync_Usage sample =
new ZooKeeper_GetChildren_API_Sync_Usage();
        String path =
"/get_children_test";
        try
{
            sample.createPath_sync( path,
"", CreateMode.PERSISTENT );
            sample.createPath_sync( path +
"/c1", "", CreateMode.PERSISTENT );
            List childrenList = sample.getChildren( path );
            System.out.println( childrenList );
            //Add a new child znode to test watches event notify.
            sample.createPath_sync( path +
"/c2", "", CreateMode.PERSISTENT );
            _semaphore.await();
        }
catch ( KeeperException e ) {
            System.err.println(
"error: " + e.getMessage() );
            e.printStackTrace();
        }
    }
    /**
     * Process when receive watched event
     */
    @Override
    public
void process( WatchedEvent event ) {
        System.out.println(
"Receive watched event:"
+ event );
        if
( KeeperState.SyncConnected == event.getState() ) {
            if( EventType.None == event.getType() &amp;&amp;
null == event.getPath() ){
                connectedSemaphore.countDown();
            }else
if( event.getType() == EventType.NodeChildrenChanged ){
                //children list changed
                try
{
                    System.out.println(
this.getChildren( event.getPath() ) );
                    _semaphore.countDown();
                }
catch ( Exception e ) {}
            }
        }
    }
}

输出结果如下:

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Receive watched event:WatchedEvent state:SyncConnected
type:None path:null
===Start to get children znodes.===
[c1]
Receive watched event:WatchedEvent state:SyncConnected
type:NodeChildrenChanged path:/get_children_test
===Start to get children znodes.===
[c1, c2]

在上面这个程序中,我们首先创建了一个父节点: /get_children_test,以及一个子节点:/get_children_test/c1。然后调用getChildren的同步接口来获取/get_children_test节点下的所有子节点,调用的同时注册一个watches。之后,我们继续向/get_children_test节点创建子节点:/get_children_test/c2,这个时候,因为我们之前我们注册了一个watches,因此,一旦此时有子节点被创建,ZooKeeper
Server就会向客户端发出“子节点变更”的通知,于是,客户端可以再次调用getChildren方法来获取新的子节点列表。

这个例子当然是能够正常运行的。现在,我们进行异步化改造,如下:

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package
book.chapter05;
import
java.io.IOException;
import
java.util.List;
import
java.util.concurrent.CountDownLatch;
import
org.apache.zookeeper.AsyncCallback;
import
org.apache.zookeeper.CreateMode;
import
org.apache.zookeeper.KeeperException;
import
org.apache.zookeeper.WatchedEvent;
import
org.apache.zookeeper.Watcher;
import
org.apache.zookeeper.Watcher.Event.EventType;
import
org.apache.zookeeper.ZooDefs.Ids;
import
org.apache.zookeeper.data.Stat;
import
org.apache.zookeeper.ZooKeeper;
import
org.apache.zookeeper.Watcher.Event.KeeperState;
/**
 * ZooKeeper API 获取子节点列表,使用异步(ASync)接口。
 * @author <a href="mailto:nileader@gmail.com">银时</a>
 */
public
class
ZooKeeper_GetChildren_API_ASync_Usage_Deadlock
implements Watcher {
    private
CountDownLatch connectedSemaphore = new
CountDownLatch( 1
);
    private
static CountDownLatch _semaphore =
new CountDownLatch(
1 );
    private
ZooKeeper zk;
                     
    ZooKeeper createSession( String connectString,
int sessionTimeout, Watcher watcher )
throws IOException {
        ZooKeeper zookeeper =
new ZooKeeper( connectString, sessionTimeout, watcher );
        try
{
            connectedSemaphore.await();
        }
catch ( InterruptedException e ) {
        }
        return
zookeeper;
    }
                     
    /** create path by sync */
    void
createPath_sync( String path, String data, CreateMode createMode )
throws IOException, KeeperException, InterruptedException {
        if
( zk == null
) {
            zk =
this.createSession(
"domain1.book.zookeeper:2181",
5000, this
);
        }
        zk.create( path, data.getBytes(), Ids.OPEN_ACL_UNSAFE, createMode );
    }
                     
    /** Get children znodes of path and set watches */
    void
getChildren( String path ) throws
KeeperException, InterruptedException, IOException{
                         
        System.out.println(
"===Start to get children znodes.==="
);
        if
( zk == null
) {
            zk =
this.createSession(
"domain1.book.zookeeper:2181",
5000, this
);
        }
                         
        final
CountDownLatch _semaphore_get_children = new
CountDownLatch( 1
);
                         
        zk.getChildren( path,
true, new
AsyncCallback.Children2Callback() {
            @Override
            public
void processResult(
int rc, String path, Object ctx, List children, Stat stat ) {
                                 
                System.out.println(
"Get Children znode result: [response code: "
+ rc + ", param path: "
+ path + ", ctx: "
+ ctx + ", children list: "
                        + children +
", stat: " + stat );
                _semaphore_get_children.countDown();
            }
        },
null);
        _semaphore_get_children.await();
    }
    public
static void
main( String[] args )
throws
IOException, InterruptedException {
                         
        ZooKeeper_GetChildren_API_ASync_Usage_Deadlock sample =
new ZooKeeper_GetChildren_API_ASync_Usage_Deadlock();
        String path =
"/get_children_test";
                         
        try
{
            sample.createPath_sync( path,
"", CreateMode.PERSISTENT );
            sample.createPath_sync( path +
"/c1", "", CreateMode.PERSISTENT );
            //Get children and register watches.
            sample.getChildren( path );
            //Add a new child znode to test watches event notify.
            sample.createPath_sync( path +
"/c2", "", CreateMode.PERSISTENT );
                             
            _semaphore.await();
        }
catch ( KeeperException e ) {
            System.err.println(
"error: " + e.getMessage() );
            e.printStackTrace();
        }
    }
    /**
     * Process when receive watched event
     */
    @Override
    public
void process( WatchedEvent event ) {
        System.out.println(
"Receive watched event:"
+ event );
        if
( KeeperState.SyncConnected == event.getState() ) {
                             
            if( EventType.None == event.getType() &amp;&amp;
null == event.getPath() ){
                connectedSemaphore.countDown();
            }else
if( event.getType() == EventType.NodeChildrenChanged ){
                //children list changed
                try
{
                    this.getChildren( event.getPath() );
                    _semaphore.countDown();
                }
catch ( Exception e ) {
                    e.printStackTrace();
                }
            }
                             
        }
    }
}

输出结果如下:

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Receive watched event:WatchedEvent state:SyncConnected
type:None path:null
===Start to get children znodes.===
Get Children znode result: [response code: 0, param path:
/get_children_test, ctx: null, children list: [c1], stat: 555,555,1373931727380,1373931727380,0,1,0,0,0,1,556
Receive watched event:WatchedEvent state:SyncConnected
type:NodeChildrenChanged path:/get_children_test
===Start to get children znodes.===

在上面这个demo中,执行逻辑和之前的同步版本基本一致,唯一有区别的地方在于获取子节点列表的过程异步化了。这样一改造,问题就出来了,整个程序在进行第二次获取节点列表的时候,卡住了。和应用方确认了,之前同步版本从来没有出现过这个现象的,所以开始排查这个异步化中哪里会阻塞。

这里,我们重点讲解在ZooKeeper客户端中,需要处理来自服务端的两类事件通知:一类是Watches时间通知,另一类则是异步接口调用的响应。值得一提的是,在ZooKeeper的客户端线程模型中,这两个事件由同一个线程处理,并且是串行处理。具体可以自己查看事件处理的核心类:org.apache.zookeeper.ClientCnxn.EventThread。

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