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redis实现消息队列

时间:2018-10-10 00:00:48      阅读:224      评论:0      收藏:0      [点我收藏+]

标签:tst   字符   对象   localhost   资源   技术   处理   后台   证明   

  在项目中用到了redis作为缓存,再学习了ActiveMq之后想着用redis实现简单的消息队列,下面做记录。

 

一、redis的列表类型天生支持用作消息队列。

  list操作参考:https://www.cnblogs.com/qlqwjy/p/7789125.html

     在Redis中,List类型是按照插入顺序排序的字符串链表。和数据结构中的普通链表一样,我们可以在其头部(left)和尾部(right)添加新的元素。在插入时,如果该键并不存在,Redis将为该键创建一个新的链表。与此相反,如果链表中所有的元素均被移除,那么该键也将会被从数据库中删除。List中可以包含的最大元素数量是4294967295。
      从元素插入和删除的效率视角来看,如果我们是在链表的两头插入或删除元素,这将会是非常高效的操作,即使链表中已经存储了百万条记录,该操作也可以在常量时间内完成。然而需要说明的是,如果元素插入或删除操作是作用于链表中间,那将会是非常低效的。相信对于有良好数据结构基础的开发者而言,这一点并不难理解。(类似于java的ArrayList)

 

redis对list的操作命令中。L表示从左边(头部)开始插与弹出,R表示从右边(尾部)开始插与弹出。

 

1.redis中简单的操作list,简单的在命令行操作实现队列

(1)从左向右插入,从右向左弹出:

127.0.0.1:6379> lpush mylist a b c d
(integer) 4
127.0.0.1:6379> lrange mylist 0 -1
1) "d"
2) "c"
3) "b"
4) "a"
127.0.0.1:6379> rpop mylist
"a"
127.0.0.1:6379> rpop mylist
"b"

 

执行完   lpush mylist a b c d  之后数据结构如下:(满足先进先出的队列模式)

技术分享图片

 

 执行完第一次:rpop mylist之后数据结构如下:

技术分享图片

 

 (2)从右向左插入,从左向右弹出:

127.0.0.1:6379> rpush mylist2 a b c d
(integer) 4
127.0.0.1:6379> lrange mylist2 0 -1
1) "a"
2) "b"
3) "c"
4) "d"
127.0.0.1:6379> lpop mylist2
"a"
127.0.0.1:6379> lpop mylist2
"b"

 

 执行完:rpush mylist2 a b c d之后的数据结构如下

技术分享图片

 

第一次执行完   lpop mylist2  之后数据结构如下:(满足先进先出的队列模式)

技术分享图片

 

 2.JAVA程序实现消息队列

redis.properties

redis.url=localhost
redis.port=6379
redis.maxIdle=30
redis.minIdle=10
redis.maxTotal=100
redis.maxWait=10000

 

获取连接的工具类:

import redis.clients.jedis.Jedis;
import redis.clients.jedis.JedisPool;
import redis.clients.jedis.JedisPoolConfig;

import java.io.IOException;
import java.io.InputStream;
import java.util.Properties;

/**
 * @Author: qlq
 * @Description
 * @Date: 21:32 2018/10/9
 */
public class JedisPoolUtils {

    private static JedisPool pool = null;

    static {

        //加载配置文件
        InputStream in = JedisPoolUtils.class.getClassLoader().getResourceAsStream("redis.properties");
        Properties pro = new Properties();
        try {
            pro.load(in);
        } catch (IOException e) {
            e.printStackTrace();
        }

        //获得池子对象
        JedisPoolConfig poolConfig = new JedisPoolConfig();
        poolConfig.setMaxIdle(Integer.parseInt(pro.get("redis.maxIdle").toString()));//最大闲置个数
        poolConfig.setMaxWaitMillis(Integer.parseInt(pro.get("redis.maxWait").toString()));//最大闲置个数
        poolConfig.setMinIdle(Integer.parseInt(pro.get("redis.minIdle").toString()));//最小闲置个数
        poolConfig.setMaxTotal(Integer.parseInt(pro.get("redis.maxTotal").toString()));//最大连接数
        pool = new JedisPool(poolConfig, pro.getProperty("redis.url"), Integer.parseInt(pro.get("redis.port").toString()));
    }

    //获得jedis资源的方法
    public static Jedis getJedis() {
        return pool.getResource();
    }

    public static void main(String[] args) {
        Jedis jedis = getJedis();
        System.out.println(jedis);
    }
}

 

 (1)消息生产者:(开启5个线程生产消息)

import redis.clients.jedis.Jedis;

/**
 * @Author: qlq
 * @Description
 * @Date: 21:29 2018/10/9
 */
public class MessageProducer extends Thread {
    public static final String MESSAGE_KEY = "message:queue";
    private volatile int count;

    public void putMessage(String message) {
        Jedis jedis = JedisPoolUtils.getJedis();
        Long size = jedis.lpush(MESSAGE_KEY, message);
        System.out.println(Thread.currentThread().getName() + " put message,size=" + size + ",count=" + count);
        count++;
    }

    @Override
    public synchronized void run() {
        for (int i = 0; i < 5; i++) {
            putMessage("message" + count);
        }
    }

    public static void main(String[] args) {
        MessageProducer messageProducer = new MessageProducer();
        Thread t1 = new Thread(messageProducer, "thread1");
        Thread t2 = new Thread(messageProducer, "thread2");
        Thread t3 = new Thread(messageProducer, "thread3");
        Thread t4 = new Thread(messageProducer, "thread4");
        Thread t5 = new Thread(messageProducer, "thread5");
        t1.start();
        t2.start();
        t3.start();
        t4.start();
        t5.start();
    }
}

 

 结果:(证明了redis是单线程操作,只能一个一个操作)

thread1 put message,size=1,count=0
thread1 put message,size=2,count=1
thread1 put message,size=3,count=2
thread1 put message,size=4,count=3
thread1 put message,size=5,count=4
thread3 put message,size=6,count=5
thread3 put message,size=7,count=6
thread3 put message,size=8,count=7
thread3 put message,size=9,count=8
thread3 put message,size=10,count=9
thread4 put message,size=11,count=10
thread4 put message,size=12,count=11
thread4 put message,size=13,count=12
thread4 put message,size=14,count=13
thread4 put message,size=15,count=14
thread5 put message,size=16,count=15
thread5 put message,size=17,count=16
thread5 put message,size=18,count=17
thread5 put message,size=19,count=18
thread5 put message,size=20,count=19
thread2 put message,size=21,count=20
thread2 put message,size=22,count=21
thread2 put message,size=23,count=22
thread2 put message,size=24,count=23
thread2 put message,size=25,count=24

 

 redis后台查看:

127.0.0.1:6379> lrange message:queue 0 -1
 1) "message24"
 2) "message23"
 3) "message22"
 4) "message21"
 5) "message20"
 6) "message19"
 7) "message18"
 8) "message17"
 9) "message16"
10) "message15"
11) "message14"
12) "message13"
13) "message12"
14) "message11"
15) "message10"
16) "message9"
17) "message8"
18) "message7"
19) "message6"
20) "message5"
21) "message4"
22) "message3"
23) "message2"
24) "message1"
25) "message0"

 

  (2)消息消费者:(开启两个线程消费消息)

import redis.clients.jedis.Jedis;

/**
 * @Author: qlq
 * @Description
 * @Date: 22:34 2018/10/9
 */
public class MessageConsumer implements Runnable {
    public static final String MESSAGE_KEY = "message:queue";
    private volatile int count;

    public void consumerMessage() {
        Jedis jedis = JedisPoolUtils.getJedis();
        String message = jedis.rpop(MESSAGE_KEY);
        System.out.println(Thread.currentThread().getName() + " consumer message,message=" + message + ",count=" + count);
        count++;
    }

    @Override
    public void run() {
        while (true) {
            consumerMessage();
        }
    }

    public static void main(String[] args) {
        MessageConsumer messageConsumer = new MessageConsumer();
        Thread t1 = new Thread(messageConsumer, "thread6");
        Thread t2 = new Thread(messageConsumer, "thread7");
        t1.start();
        t2.start();
    }
}

 

结果:(满足先进先出的规则)--虽然消息已经消费完了,但是仍然在不停的rpop,所以造成浪费

thread6 consumer message,message=message0,count=0
thread6 consumer message,message=message1,count=1
thread6 consumer message,message=message2,count=2
thread6 consumer message,message=message3,count=3
thread7 consumer message,message=message4,count=4
thread6 consumer message,message=message5,count=5
thread7 consumer message,message=message6,count=6
thread6 consumer message,message=message7,count=7
thread7 consumer message,message=message8,count=8
thread6 consumer message,message=message9,count=9
thread7 consumer message,message=message10,count=10
thread6 consumer message,message=message11,count=11
thread7 consumer message,message=message12,count=12
thread6 consumer message,message=message13,count=13
thread7 consumer message,message=message14,count=14
thread6 consumer message,message=message15,count=15
thread7 consumer message,message=message16,count=16
thread6 consumer message,message=message17,count=16
thread7 consumer message,message=message18,count=18
thread6 consumer message,message=message19,count=19
thread7 consumer message,message=message20,count=20
thread6 consumer message,message=message21,count=20
thread7 consumer message,message=message22,count=22
thread6 consumer message,message=message23,count=22
thread7 consumer message,message=message24,count=24
thread6 consumer message,message=null,count=25
thread7 consumer message,message=null,count=26
thread6 consumer message,message=null,count=27
thread7 consumer message,message=null,count=28
thread6 consumer message,message=null,count=28
thread7 consumer message,message=null,count=30
thread6 consumer message,message=null,count=31
...

 

 但上述例子中消息消费者有一个问题存在,即需要不停的调用rpop方法查看List中是否有待处理消息。每调用一次都会发起一次连接,这会造成不必要的浪费。也许你会使用Thread.sleep()等方法让消费者线程隔一段时间再消费,但这样做有两个问题:

    1)、如果生产者速度大于消费者消费速度,消息队列长度会一直增大,时间久了会占用大量内存空间。

    2)、如果睡眠时间过长,这样不能处理一些时效性的消息,睡眠时间过短,也会在连接上造成比较大的开销。

    所以可以使用brpop指令,这个指令只有在有元素时才返回,没有则会阻塞直到超时返回null,

import redis.clients.jedis.Jedis;

import java.util.List;

/**
 * @Author: qlq
 * @Description
 * @Date: 22:34 2018/10/9
 */
public class MessageConsumer implements Runnable {
    public static final String MESSAGE_KEY = "message:queue";
    private volatile int count;
    private Jedis jedis = JedisPoolUtils.getJedis();

    public void consumerMessage() {
        List<String> brpop = jedis.brpop(0, MESSAGE_KEY);
        System.out.println(brpop);
    }

    @Override
    public void run() {
        while (true) {
            consumerMessage();
        }
    }

    public static void main(String[] args) {
        MessageConsumer messageConsumer = new MessageConsumer();
        Thread t1 = new Thread(messageConsumer, "thread6");
        Thread t2 = new Thread(messageConsumer, "thread7");
        t1.start();
        t2.start();
    }
}

  然后可以运行Customer,清空控制台,可以看到程序没有任何输出,阻塞在了brpop这儿。然后在打开Redis的客户端,输入指令client list,可以查看当前的连接个数。

  当启动生产者生产消息之后,消费者会自动消费消息,而且消费者线程不会停止。

[message:queue, message0]
[message:queue, message1]
[message:queue, message2]
[message:queue, message3]
[message:queue, message4]
[message:queue, message5]
[message:queue, message6]
[message:queue, message7]
[message:queue, message8]
[message:queue, message9]
[message:queue, message10]
[message:queue, message11]
[message:queue, message12]
[message:queue, message13]
[message:queue, message14]
[message:queue, message15]
[message:queue, message16]
[message:queue, message17]
[message:queue, message18]
[message:queue, message19]
[message:queue, message20]
[message:queue, message21]
[message:queue, message22]
[message:queue, message23]
[message:queue, message24]

 

二、发布/订阅模式

 

redis实现消息队列

标签:tst   字符   对象   localhost   资源   技术   处理   后台   证明   

原文地址:https://www.cnblogs.com/qlqwjy/p/9763754.html

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