jedis和lettuce的對比


網上都說jedis實例是非線程安全的,常常通過JedisPool連接池去管理實例,在多線程情況下讓每個線程有自己獨立的jedis實例,但都沒有具體說明為啥jedis實例時非線程安全的,下面詳細看一下非線程安全主要從哪個角度來看。

1. jedis類圖
 

 

 

2. 為什么jedis不是線程安全的?

     由上述類圖可知,Jedis類中有RedisInputStream和RedisOutputStream兩個屬性,而發送命令和獲取返回值都是使用這兩個成員變量,顯然,這很容易引發多線程問題。測試代碼如

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public class BadConcurrentJedisTest {
 
     private static final ExecutorService pool = Executors.newFixedThreadPool( 20 );
 
     private static final Jedis jedis = new Jedis( "192.168.58.99" , 6379 );
 
 
     public static void main(String[] args) {
         for ( int i= 0 ;i< 20 ;i++){
             pool.execute( new RedisSet());
         }
     }
 
     static class RedisSet implements Runnable{
 
         @Override
         public void run() {
             while ( true ){
                 jedis.set( "hello" , "world" );
             }
         }
 
     }

  

報錯:

 
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Exception in thread "pool-1-thread-4" redis.clients.jedis.exceptions.JedisConnectionException: java.net.SocketException: Socket Closed
     at redis.clients.jedis.Connection.connect(Connection.java: 164 )
     at redis.clients.jedis.BinaryClient.connect(BinaryClient.java: 80 )
     at redis.clients.jedis.Connection.sendCommand(Connection.java: 100 )
     at redis.clients.jedis.BinaryClient.set(BinaryClient.java: 97 )
     at redis.clients.jedis.Client.set(Client.java: 32 )
     at redis.clients.jedis.Jedis.set(Jedis.java: 68 )
     at threadsafe.BadConcurrentJedisTest$RedisSet.run(BadConcurrentJedisTest.java: 26 )
     at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java: 1142 )
     at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java: 617 )
     at java.lang.Thread.run(Thread.java: 745 )
Caused by: java.net.SocketException: Socket Closed
     at java.net.AbstractPlainSocketImpl.setOption(AbstractPlainSocketImpl.java: 212 )
     at java.net.Socket.setKeepAlive(Socket.java: 1310 )
     at redis.clients.jedis.Connection.connect(Connection.java: 149 )
     ... 9 more
redis.clients.jedis.exceptions.JedisConnectionException: java.net.SocketException: Socket Closed
     at redis.clients.jedis.Connection.connect(Connection.java: 164 )
     at redis.clients.jedis.BinaryClient.connect(BinaryClient.java: 80 )
     at redis.clients.jedis.Connection.sendCommand(Connection.java: 100 )
     at redis.clients.jedis.BinaryClient.set(BinaryClient.java: 97 )
     at redis.clients.jedis.Client.set(Client.java: 32 )
     at redis.clients.jedis.Jedis.set(Jedis.java: 68 )
     at threadsafe.BadConcurrentJedisTest$RedisSet.run(BadConcurrentJedisTest.java: 26 )
     at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java: 1142 )
     at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java: 617 )
     at java.lang.Thread.run(Thread.java: 745 )
.......

  

主要錯誤:

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ava.net.SocketException: Socket closed
java.net.SocketException: Socket is not connected

  

2.1 共享socket引起的異常

    為什么會出現這2個錯誤呢? 我們可以很容易的通過堆棧信息定位到redis.clients.jedis.Connection的connect方法

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public void connect() {
     if (!isConnected()) {
       try {
         socket = new Socket();
         // ->@wjw_add
         socket.setReuseAddress( true );
         socket.setKeepAlive( true ); // Will monitor the TCP connection is
         // valid
         socket.setTcpNoDelay( true ); // Socket buffer Whetherclosed, to
         // ensure timely delivery of data
         socket.setSoLinger( true , 0 ); // Control calls close () method,
         // the underlying socket is closed
         // immediately
         // <-@wjw_add
 
         socket.connect( new InetSocketAddress(host, port), connectionTimeout);
         socket.setSoTimeout(soTimeout);
 
         if (ssl) {
           if ( null == sslSocketFactory) {
             sslSocketFactory = (SSLSocketFactory)SSLSocketFactory.getDefault();
           }
           socket = (SSLSocket) sslSocketFactory.createSocket(socket, host, port, true );
           if ( null != sslParameters) {
             ((SSLSocket) socket).setSSLParameters(sslParameters);
           }
           if (( null != hostnameVerifier) &&
               (!hostnameVerifier.verify(host, ((SSLSocket) socket).getSession()))) {
             String message = String.format(
                 "The connection to '%s' failed ssl/tls hostname verification." , host);
             throw new JedisConnectionException(message);
           }
         }
 
         outputStream = new RedisOutputStream(socket.getOutputStream());
         inputStream = new RedisInputStream(socket.getInputStream());
       } catch (IOException ex) {
         broken = true ;
         throw new JedisConnectionException(ex);
       }
     }
   }

  

 

 jedis在執行每一個命令之前都會先執行connect方法,socket是一個共享變量,在多線程的情況下可能存在:線程1執行到了

 
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outputStream = new RedisOutputStream(socket.getOutputStream());
inputStream = new RedisInputStream(socket.getInputStream());

  

線程2執行到了:

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socket = new Socket();
線程 2
socket.connect( new InetSocketAddress(host, port), connectionTimeout);

  

因為線程2重新初始化了socket但是還沒有執行connect,所以線程1執行socket.getOutputStream()或者socket.getInputStream()就會拋出java.net.SocketException: Socket is not connected。java.net.SocketException: Socket closed是因為socket異常導致共享變量socket關閉了引起的。

2.2 共享數據流引起的異常

    上面是因為多個線程共享jedis引起的socket異常。除了socket連接引起的異常之外,還有共享數據流引起的異常。下面就看一下,因為共享jedis實例引起的共享數據流錯誤問題。
    為了避免多線程連接的時候引起的錯誤,我們在初始化的時候就先執行一下connect操作:

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public class BadConcurrentJedisTest1 {
 
     private static final ExecutorService pool = Executors.newCachedThreadPool();
 
     private static final Jedis jedis = new Jedis( "192.168.58.99" , 6379 );
 
     static {
         jedis.connect();
     }
 
     public static void main(String[] args) {
         for ( int i= 0 ;i< 20 ;i++){
             pool.execute( new RedisTest());
         }
 
     }
 
     static class RedisTest implements Runnable{
 
         @Override
         public void run() {
             while ( true ){
                 jedis.set( "hello" , "world" );
             }
         }
 
     }
 
}

  

 

報錯:(每次報的錯可能不完全一樣)

 
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Exception in thread "pool-1-thread-7" Exception in thread "pool-1-thread-1" redis.clients.jedis.exceptions.JedisDataException: ERR Protocol error: invalid multibulk length
     at redis.clients.jedis.Protocol.processError(Protocol.java: 123 )
     at redis.clients.jedis.Protocol.process(Protocol.java: 157 )
     at redis.clients.jedis.Protocol.read(Protocol.java: 211 )
     at redis.clients.jedis.Connection.readProtocolWithCheckingBroken(Connection.java: 297 )
     at redis.clients.jedis.Connection.getStatusCodeReply(Connection.java: 196 )
     at redis.clients.jedis.Jedis.set(Jedis.java: 69 )
     at threadsafe.BadConcurrentJedisTest1$RedisTest.run(BadConcurrentJedisTest1.java: 30 )
     at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java: 1142 )
     at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java: 617 )
     at java.lang.Thread.run(Thread.java: 745 )
Exception in thread "pool-1-thread-4" redis.clients.jedis.exceptions.JedisConnectionException: java.net.SocketException: Broken pipe (Write failed)
     at redis.clients.jedis.Connection.flush(Connection.java: 291 )
     at redis.clients.jedis.Connection.getStatusCodeReply(Connection.java: 194 )
     at redis.clients.jedis.Jedis.set(Jedis.java: 69 )
     at threadsafe.BadConcurrentJedisTest1$RedisTest.run(BadConcurrentJedisTest1.java: 30 )
     at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java: 1142 )
     at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java: 617 )
     at java.lang.Thread.run(Thread.java: 745 )
Caused by: java.net.SocketException: Broken pipe (Write failed)
 

送命令相關,一個jedis實例使用一個線程與使用100個線程去發送命令沒有本質上的區別,所以沒必要設置為線程安全的。但是如果需要用多線程方式訪問redis服務器怎么做呢?那就使用多個jedis實例,每個線程對應一個jedis實例,而不是一個jedis實例多個線程共享。一個jedis關聯一個Client,相當於一個客戶端,Client繼承了Connection,Connection維護了Socket連接,對於Socket這種昂貴的連接,一般都會做池化,jedis提供了JedisPool

 
 
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import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
 
import redis.clients.jedis.Jedis;
import redis.clients.jedis.JedisPool;
 
public class JedisPoolTest {
 
     private static final ExecutorService pool = Executors.newCachedThreadPool();
 
     private static final CountDownLatch latch = new CountDownLatch( 20 );
 
     private static final JedisPool jPool = new JedisPool( "192.168.58.99" , 6379 );
 
     public static void main(String[] args) {
         long start = System.currentTimeMillis();
         for ( int i= 0 ;i< 20 ;i++){
             pool.execute( new RedisTest());
         }
         try {
             latch.await();
         } catch (InterruptedException e) {
             e.printStackTrace();
         }
         System.out.println(System.currentTimeMillis() - start);
         pool.shutdownNow();
 
     }
 
     static class RedisTest implements Runnable{
 
         @Override
         public void run() {
             Jedis jedis = jPool.getResource();
             int i = 1000 ;
             try {
                 while (i--> 0 ){
                         jedis.set( "hello" , "world" );
                 }
             } finally {
                 jedis.close();
                 latch.countDown();
             }
         }
 
     }
 
}
Lettuce的連接是基於Netty的,連接實例(StatefulRedisConnection)可以在多個線程間並發訪問,應為StatefulRedisConnection是線程安全的,所以一個連接實例(StatefulRedisConnection)就可以滿足多線程環境下的並發訪問,當然這個也是可伸縮的設計,一個連接實例不夠的情況也可以按需增加連接實例。


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