1. 配置类

  1. @Configuration
  2. @Profile("pipeline")
  3. public class PipelineRedisAppConfig {
  5.     @Bean
  6.     public LettuceConnectionFactory redisConnectionFactory() {
  7.         System.out.println("使用单机版本");
  8.         return new LettuceConnectionFactory(new RedisStandaloneConfiguration("127.0.0.1", 6379));
  9.     }
  11.     @Bean
  12.     public RedisTemplate redisTemplate(RedisConnectionFactory redisConnectionFactory) {
  13.         RedisTemplate redisTemplate = new RedisTemplate();
  14.         redisTemplate.setConnectionFactory(redisConnectionFactory);
  15.         // 可以配置对象的转换规则，比如使用json格式对object进行存储。
  16.         // Object --> 序列化 --> 二进制流 --> redis-server存储
  17.         redisTemplate.setKeySerializer(new StringRedisSerializer());
  18.         redisTemplate.setValueSerializer(new JdkSerializationRedisSerializer());
  19.         return redisTemplate;
  20.     }
  22. }

2. 配置文件

  1. <?xml version="1.0" encoding="UTF-8"?>
  2. <beans xmlns="http://www.springframework.org/schema/beans"
  3.        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:aop="http://www.springframework.org/schema/aop"
  4.        xmlns:c="http://www.springframework.org/schema/c" xmlns:cache="http://www.springframework.org/schema/cache"
  5.        xmlns:context="http://www.springframework.org/schema/context"
  6.        xmlns:jdbc="http://www.springframework.org/schema/jdbc" xmlns:jee="http://www.springframework.org/schema/jee"
  7.        xmlns:lang="http://www.springframework.org/schema/lang" xmlns:mvc="http://www.springframework.org/schema/mvc"
  8.        xmlns:p="http://www.springframework.org/schema/p" xmlns:task="http://www.springframework.org/schema/task"
  9.        xmlns:tx="http://www.springframework.org/schema/tx" xmlns:util="http://www.springframework.org/schema/util"
  10.        xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd
  11.         http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop.xsd
  12.         http://www.springframework.org/schema/cache http://www.springframework.org/schema/cache/spring-cache.xsd
  13.         http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd
  14.         http://www.springframework.org/schema/jdbc http://www.springframework.org/schema/jdbc/spring-jdbc.xsd
  15.         http://www.springframework.org/schema/jee http://www.springframework.org/schema/jee/spring-jee.xsd
  16.         http://www.springframework.org/schema/lang http://www.springframework.org/schema/lang/spring-lang.xsd
  17.         http://www.springframework.org/schema/mvc http://www.springframework.org/schema/mvc/spring-mvc.xsd
  18.         http://www.springframework.org/schema/task http://www.springframework.org/schema/task/spring-task.xsd
  19.         http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx.xsd
  20.         http://www.springframework.org/schema/util http://www.springframework.org/schema/util/spring-util.xsd">
  22.     <!-- Scans the classpath of this application for @Components to deploy as
  23.         beans -->
  24.     <context:component-scan base-package="com.study"/>
  26.     <bean
  27.             class="org.springframework.beans.factory.config.PropertyPlaceholderConfigurer">
  28.         <property name="locations">
  29.             <list>
  30.                 <value>classpath:config.properties</value>
  31.             </list>
  32.         </property>
  33.     </bean>
  34.     <!-- 配置druid数据源 -->
  35.     <bean name="dataSource" class="com.alibaba.druid.pool.DruidDataSource"
  36.           init-method="init" destroy-method="close">
  37.         <!-- 数据库连接基础信息 -->
  38.         <property name="url" value="${jdbc_url}"/>
  39.         <property name="username" value="${jdbc_username}"/>
  40.         <property name="password" value="${jdbc_password}"/>
  42.         <!-- 初始化连接大小 -->
  43.         <property name="initialSize" value="0"/>
  44.         <!-- 连接池最大使用连接数量 -->
  45.         <property name="maxActive" value="2000"/>
  46.         <!-- 连接池最小空闲 -->
  47.         <property name="minIdle" value="0"/>
  48.         <!-- 获取连接最大等待时间 -->
  49.         <property name="maxWait" value="3000"/>
  51.         <!-- 是否缓存preparedStatement，也就是PSCache。PSCache对支持游标的数据库性能提升巨大，比如说oracle。在mysql下建议关闭。 -->
  52.         <!-- <property name="poolPreparedStatements" value="true" /> <property
  53.             name="maxPoolPreparedStatementPerConnectionSize" value="33" /> -->
  55.         <!-- 验证数据库连接有效性，要求查询语句 -->
  56.         <property name="validationQuery" value="${validationQuery}"/>
  57.         <!-- 建议配置为true，不影响性能，并且保证安全性。申请连接的时候检测，如果空闲时间大于timeBetweenEvictionRunsMillis，执行validationQuery检测连接是否有效。 -->
  58.         <property name="testWhileIdle" value="true"/>
  59.         <!-- 申请连接时执行validationQuery检测连接是否有效，配置true会降低性能。 -->
  60.         <property name="testOnBorrow" value="false"/>
  61.         <!-- 归还连接时执行validationQuery检测连接是否有效，配置true会降低性能 -->
  62.         <property name="testOnReturn" value="false"/>
  64.         <!-- 配置间隔多久才进行一次检测，检测需要关闭的空闲连接，单位是毫秒 -->
  65.         <property name="timeBetweenEvictionRunsMillis" value="60000"/>
  66.         <!-- 配置一个连接在池中最小生存的时间，单位是毫秒 -->
  67.         <property name="minEvictableIdleTimeMillis" value="25200000"/>
  69.         <!-- 对于长时间不使用的连接强制关闭 -->
  70.         <property name="removeAbandoned" value="true"/>
  71.         <!-- 关闭超过30分钟的空闲连接，1800秒，也就是30分钟 -->
  72.         <property name="removeAbandonedTimeout" value="1800"/>
  73.         <!-- 关闭abanded连接时输出错误日志 -->
  74.         <property name="logAbandoned" value="true"/>
  76.         <!-- 监控数据库 -->
  77.         <!-- <property name="filters" value="mergeStat" /> -->
  78.         <property name="filters" value="stat"/>
  79.     </bean>
  81.     <!-- 使用 spring jdbc 模板 -->
  82.     <bean id="jdbcTemplate" class="org.springframework.jdbc.core.JdbcTemplate">
  83.         <constructor-arg ref="dataSource"/>
  84.     </bean>
  87.     <!-- 此处特意混合一下xml+java两种配置方式
  88.      理论上xml和java事是可以相互替代的
  89.      -->
  90.     <bean id="stringRedisTemplate"
  91.           class="org.springframework.data.redis.core.StringRedisTemplate"
  92.           p:connection-factory-ref="redisConnectionFactory" >
  93.     </bean>
  94. </beans>

3. 测试类

@RunWith(SpringJUnit4ClassRunner.class)
@ContextConfiguration("classpath:applicationContext.xml")
@ActiveProfiles("pipeline")
public class PipelineTests {

    @Resource
    private RedisTemplate redisTemplate;

    @Test
    public void test1() {
        // 普通模式和 pipeline 模式
        long time = System.currentTimeMillis();
        for (int i = 0; i < 10000; i ++) {
            redisTemplate.opsForList().leftPush("queue_1", i);
        }
        System.out.println("操作完毕：" + redisTemplate.opsForList().size("queue_1"));
        System.out.println("普通模式一万次操作耗时：" + (System.currentTimeMillis() - time));

        time = System.currentTimeMillis();
        redisTemplate.executePipelined(new RedisCallback<String>() {
            @Override
            public String doInRedis(RedisConnection redisConnection) throws DataAccessException {
                for (int i = 0; i < 10000; i ++) {
                    redisConnection.lPush("queue_2".getBytes(), String.valueOf(i).getBytes());
                }
                return null;
            }
        });
        System.out.println("操作完毕：" + redisTemplate.opsForList().size("queue_2"));
        System.out.println("pipeline一万次操作耗时：" + (System.currentTimeMillis() - time));
    }

}

4. 结果

image.png