java之redis篇(spring-data-redis整合)

Posted ljdgm

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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
  <modelVersion>4.0.0</modelVersion>

  <groupId>com.x.redis</groupId>
  <artifactId>Spring_redis</artifactId>
  <version>1.0-SNAPSHOT</version>
  <packaging>jar</packaging>

  <name>Spring_redis</name>
  <url>http://maven.apache.org</url>

  <properties>
    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
  </properties>

  <dependencies>
     <dependency>  
        <groupId>org.springframework.data</groupId>  
        <artifactId>spring-data-redis</artifactId>  
        <version>1.0.2.RELEASE</version>  
    </dependency>  
    <dependency>  
        <groupId>org.springframework</groupId>  
        <artifactId>spring-core</artifactId>  
        <version>3.1.2.RELEASE</version>  
    </dependency>  

      
    <dependency>  
        <groupId>redis.clients</groupId>  
        <artifactId>jedis</artifactId>  
        <version>2.1.0</version>  
    </dependency>  
      
     <dependency>  
        <groupId>junit</groupId>  
        <artifactId>junit</artifactId>  
        <version>4.8.2</version>  
        <scope>test</scope>  
    </dependency>  
                <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>slf4j-api</artifactId>
                <version>1.6.1</version>
            </dependency>
            <!-- 将现有的jakarta commons logging的调用转换成lsf4j的调用。 -->
            <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>jcl-over-slf4j</artifactId>
                <version>1.6.1</version>
            </dependency>
            <!-- Hack:确保commons-logging的jar包不被引入,否则将和jcl-over-slf4j冲突 -->
            <dependency>
                <groupId>commons-logging</groupId>
                <artifactId>commons-logging</artifactId>
                <version>1.1.1</version>
                <scope>provided</scope>
            </dependency>
            <!-- slf4j的实现:logback,用来取代log4j。更快、更强! -->
            <dependency>
                <groupId>ch.qos.logback</groupId>
                <artifactId>logback-classic</artifactId>
                <version>0.9.24</version>
                <scope>runtime</scope>
            </dependency>
  </dependencies>
</project>

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除了log部分,只有一个spring core 和 spring-data-redis了

项目文件目录结构:

 

applicationContext.xml:

1,context:property-placeholder 标签用来导入properties文件。从而替换${redis.maxIdle}这样的变量。

2,context:component-scan 是为了在com.x.redis.dao报下的类能够实用spring的注解注入的方式。

3,事实上我们只需要把JedisPoolConfig配数来就好了,接下来就是spring的封装了。所以直接看UserDAOImpl的实现就明白了。

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<?xml version="1.0" encoding="UTF-8"?>  
<beans xmlns="http://www.springframework.org/schema/beans"  
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:p="http://www.springframework.org/schema/p"  
    xmlns:context="http://www.springframework.org/schema/context"  
    xmlns:jee="http://www.springframework.org/schema/jee" xmlns:tx="http://www.springframework.org/schema/tx"  
    xmlns:aop="http://www.springframework.org/schema/aop"  
    xsi:schemaLocation="  
            http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd  
            http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd">  
  
    <context:property-placeholder location="classpath:redis.properties" />  
    <context:component-scan base-package="com.x.redis.dao">
    </context:component-scan>
    <bean id="poolConfig" class="redis.clients.jedis.JedisPoolConfig">  
        <property name="maxIdle" value="${redis.maxIdle}" />  
        <property name="maxActive" value="${redis.maxActive}" />  
        <property name="maxWait" value="${redis.maxWait}" />  
        <property name="testOnBorrow" value="${redis.testOnBorrow}" />  
    </bean>  
      
    <bean id="connectionFactory" class="org.springframework.data.redis.connection.jedis.JedisConnectionFactory"  
        p:host-name="${redis.host}" p:port="${redis.port}" p:password="${redis.pass}"  p:pool-config-ref="poolConfig"/>  
      
    <bean id="redisTemplate" class="org.springframework.data.redis.core.StringRedisTemplate">  
        <property name="connectionFactory"   ref="connectionFactory" />  
    </bean>         
      
    <bean id="userDAO" class="com.x.redis.dao.impl.UserDAOImpl" />   
</beans> 
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redis.properties:

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# Redis settings
#redis.host=192.168.20.101
#redis.port=6380
#redis.pass=foobared
redis.host=127.0.0.1
redis.port=6379
redis.pass=
  
redis.maxIdle=300
redis.maxActive=600
redis.maxWait=1000
redis.testOnBorrow=true
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UserDAOImpl:

1,spring对dao层的封装很多用了类似于下面代码的模板方式。

2,RedisTemplate就是spring对redis的一个封装而已。

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public class UserDAOImpl implements UserDAO {

    @Autowired
    protected RedisTemplate<Serializable, Serializable> redisTemplate;

    public void saveUser(final User user) {
        redisTemplate.execute(new RedisCallback<Object>() {

            @Override
            public Object doInRedis(RedisConnection connection) throws DataAccessException {
                connection.set(redisTemplate.getStringSerializer().serialize("user.uid." + user.getId()),
                               redisTemplate.getStringSerializer().serialize(user.getName()));
                return null;
            }
        });
    }

    @Override
    public User getUser(final long id) {
        return redisTemplate.execute(new RedisCallback<User>() {
            @Override
            public User doInRedis(RedisConnection connection) throws DataAccessException {
                byte[] key = redisTemplate.getStringSerializer().serialize("user.uid." + id);
                if (connection.exists(key)) {
                    byte[] value = connection.get(key);
                    String name = redisTemplate.getStringSerializer().deserialize(value);
                    User user = new User();
                    user.setName(name);
                    user.setId(id);
                    return user;
                }
                return null;
            }
        });
    }

}
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其他:

User:

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public class User {

    private long id;
    private String name;
    
    public long getId() {
        return id;
    }
    
    public void setId(long id) {
        this.id = id;
    }
    
    public String getName() {
        return name;
    }
    
    public void setName(String name) {
        this.name = name;
    }
}
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测试代码:

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    public static void main(String[] args) {
        ApplicationContext ac =  new ClassPathXmlApplicationContext("classpath:/applicationContext.xml");
        UserDAO userDAO = (UserDAO)ac.getBean("userDAO");
        User user1 = new User();
        user1.setId(1);
        user1.setName("obama");
        userDAO.saveUser(user1);
        User user2 = userDAO.getUser(1);
        System.out.println(user2.getName());
    }
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2,不利用spring-data-redis整合

个人觉得这样整合灵活度更大,能够更加明了的完成任务。

pom.xml:

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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
  <modelVersion>4.0.0</modelVersion>

  <groupId>com.d.work</groupId>
  <artifactId>Redis_Templete</artifactId>
  <version>1.0-SNAPSHOT</version>
  <packaging>jar</packaging>

  <name>Redis_Templete</name>
  <url>http://maven.apache.org</url>

  <properties>
    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
  </properties>

  <dependencies>
    <dependency>
      <groupId>junit</groupId>
      <artifactId>junit</artifactId>
      <version>3.8.1</version>
      <scope>test</scope>
    </dependency>
    <dependency>  
        <groupId>redis.clients</groupId>  
        <artifactId>jedis</artifactId>  
        <version>2.1.0</version>  
    </dependency>  
        <dependency>  
        <groupId>org.springframework</groupId>  
        <artifactId>spring-core</artifactId>  
        <version>3.1.2.RELEASE</version>  
    </dependency>  
        <dependency>  
        <groupId>org.springframework</groupId>  
        <artifactId>spring-beans</artifactId>  
        <version>3.1.2.RELEASE</version>  
    </dependency> 
        <dependency>  
        <groupId>org.springframework</groupId>  
        <artifactId>spring-context</artifactId>  
        <version>3.1.2.RELEASE</version>  
    </dependency> 
    <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>slf4j-api</artifactId>
                <version>1.6.1</version>
            </dependency>
            <!-- 将现有的jakarta commons logging的调用转换成lsf4j的调用。 -->
            <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>jcl-over-slf4j</artifactId>
                <version>1.6.1</version>
            </dependency>
            <!-- Hack:确保commons-logging的jar包不被引入,否则将和jcl-over-slf4j冲突 -->
            <dependency>
                <groupId>commons-logging</groupId>
                <artifactId>commons-logging</artifactId>
                <version>1.1.1</version>
                <scope>provided</scope>
            </dependency>
            <!-- slf4j的实现:logback,用来取代log4j。更快、更强! -->
            <dependency>
                <groupId>ch.qos.logback</groupId>
                <artifactId>logback-classic</artifactId>
                <version>0.9.24</version>
                <scope>runtime</scope>
            </dependency>
  </dependencies>
</project>
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目录结构:

data-source.xml

1,context:property-placeholder 和 context:component-scan 前面解释过啦。

2,配置了一个ShardedJedisPool,在jdeis里 还有个JedisPool。这两个的区别:

一个是分片形式,可以连接有主备的redis服务端,一个是单个的。详细后续学习
 
3,因为不使用spring-data-redis的封装,所以自己要自己封装一个
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<?xml version="1.0" encoding="UTF-8"?>  
<beans xmlns="http://www.springframework.org/schema/beans"  
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:p="http://www.springframework.org/schema/p"  
    xmlns:context="http://www.springframework.org/schema/context"  
    xmlns:jee="http://www.springframework.org/schema/jee" xmlns:tx="http://www.springframework.org/schema/tx"  
    xmlns:aop="http://www.springframework.org/schema/aop"  
    xsi:schemaLocation="  
            http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd  
            http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd">  

    <context:property-placeholder location="classpath:redis.properties" />  
    <context:component-scan base-package="com.d.work.main">
    </context:component-scan>
        <context:component-scan base-package="com.d.work.redis">
    </context:component-scan>
    <bean id="jedisPoolConfig" class="redis.clients.jedis.JedisPoolConfig">
        <property name="maxActive" value="50" />
        <property name="maxIdle" value="8" />
        <property name="maxWait" value="1000" />
        <property name="testOnBorrow" value="true"/>
        <property name="testOnReturn" value="true"/>
        <!-- <property name="testWhileIdle" value="true"/> -->
    </bean>

    <bean id="shardedJedisPool" class="redis.clients.jedis.ShardedJedisPool"  scope="singleton">
        <constructor-arg index="0" ref="jedisPoolConfig" />
        <constructor-arg index="1">
            <list>
                <bean class="redis.clients.jedis.JedisShardInfo">
                    <constructor-arg name="host" value="${redis.host}" />
                    <constructor-arg name="port" value="${redis.port}" />
                    <constructor-arg name="timeout" value="${redis.timeout}" />
                    <constructor-arg name="weight" value="1" />
                </bean>
            </list>
        </constructor-arg>
    </bean>
</beans>
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RedisDataSource:定义三个方法

public interface RedisDataSource {
    public abstract ShardedJedis getRedisClient();
    public void returnResource(ShardedJedis shardedJedis);
    public void returnResource(ShardedJedis shardedJedis,boolean broken);
}

 

实现redisDataSource:

1, 注入配置好的ShardedJedisPool,这三个方法的作用:

 

getRedisClient() : 取得redis的客户端,可以执行命令了。
returnResource(ShardedJedis shardedJedis) : 将资源返还给pool
returnResource(ShardedJedis shardedJedis, boolean broken) : 出现异常后,将资源返还给pool (其实不需要第二个方法)

 

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@Repository("redisDataSource")
public class RedisDataSourceImpl implements RedisDataSource {

    private static final Logger log = LoggerFactory.getLogger(RedisDataSourceImpl.class);

    @Autowired
    private ShardedJedisPool    shardedJedisPool;

    public ShardedJedis getRedisClient() {
        try {
            ShardedJedis shardJedis = shardedJedisPool.getResource();
            return shardJedis;
        } catch (Exception e) {
            log.error("getRedisClent error", e);
        }
        return null;
    }

    public void returnResource(ShardedJedis shardedJedis) {
        shardedJedisPool.returnResource(shardedJedis);
    }

    public void returnResource(ShardedJedis shardedJedis, boolean broken) {
        if (broken) {
            shardedJedisPool.returnBrokenResource(shardedJedis);
        } else {
            shardedJedisPool.returnResource(shardedJedis);
        }
    }
}
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第二层的封装:RedisClientTemplate,例子实现了放值和取值。最后代码提供了全部命令的实现。

代码就是映射性质的又一次调用jedis的方法而已,用了个broken来做标示符,决定返还资源的方式。

这一层的目的主要也是让再上层的调用不需要关心pool中链接的取得和返还问题了。

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@Repository("redisClientTemplate")
public class RedisClientTemplate {

    private static final Logger log = LoggerFactory.getLogger(RedisClientTemplate.class);

    @Autowired
    private RedisDataSource     redisDataSource;

    public void disconnect() {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        shardedJedis.disconnect();
    }

    /**
     * 设置单个值
     * 
     * @param key
     * @param value
     * @return
     */
    public String set(String key, String value) {
        String result = null;

        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.set(key, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    /**
     * 获取单个值
     * 
     * @param key
     * @return
     */
    public String get(String key) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }

        boolean broken = false;
        try {
            result = shardedJedis.get(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }
}
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测试代码:

    public static void main(String[] args) {
        ApplicationContext ac =  new ClassPathXmlApplicationContext("classpath:/data-source.xml");
        RedisClientTemplate redisClient = (RedisClientTemplate)ac.getBean("redisClientTemplate");
        redisClient.set("a", "abc");
        System.out.println(redisClient.get("a"));
    }

附上RedisClientTemplate全部实现:

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@Repository("redisClientTemplate")
public class RedisClientTemplate {

    private static final Logger log = LoggerFactory.getLogger(RedisClientTemplate.class);

    @Autowired
    private RedisDataSource     redisDataSource;

    public void disconnect() {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        shardedJedis.disconnect();
    }

    /**
     * 设置单个值
     * 
     * @param key
     * @param value
     * @return
     */
    public String set(String key, String value) {
        String result = null;

        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.set(key, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    /**
     * 获取单个值
     * 
     * @param key
     * @return
     */
    public String get(String key) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }

        boolean broken = false;
        try {
            result = shardedJedis.get(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Boolean exists(String key) {
        Boolean result = false;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.exists(key);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String type(String key) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.type(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    /**
     * 在某段时间后实现
     * 
     * @param key
     * @param unixTime
     * @return
     */
    public Long expire(String key, int seconds) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.expire(key, seconds);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    /**
     * 在某个时间点失效
     * 
     * @param key
     * @param unixTime
     * @return
     */
    public Long expireAt(String key, long unixTime) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.expireAt(key, unixTime);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long ttl(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.ttl(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public boolean setbit(String key, long offset, boolean value) {

        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        boolean result = false;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.setbit(key, offset, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public boolean getbit(String key, long offset) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        boolean result = false;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;

        try {
            result = shardedJedis.getbit(key, offset);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public long setrange(String key, long offset, String value) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        long result = 0;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.setrange(key, offset, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String getrange(String key, long startOffset, long endOffset) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        String result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.getrange(key, startOffset, endOffset);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String getSet(String key, String value) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.getSet(key, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long setnx(String key, String value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.setnx(key, value);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String setex(String key, int seconds, String value) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.setex(key, seconds, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long decrBy(String key, long integer) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.decrBy(key, integer);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long decr(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.decr(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long incrBy(String key, long integer) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.incrBy(key, integer);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long incr(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.incr(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long append(String key, String value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.append(key, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String substr(String key, int start, int end) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.substr(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long hset(String key, String field, String value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hset(key, field, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String hget(String key, String field) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hget(key, field);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long hsetnx(String key, String field, String value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hsetnx(key, field, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String hmset(String key, Map<String, String> hash) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hmset(key, hash);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public List<String> hmget(String key, String... fields) {
        List<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hmget(key, fields);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long hincrBy(String key, String field, long value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hincrBy(key, field, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Boolean hexists(String key, String field) {
        Boolean result = false;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hexists(key, field);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long del(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.del(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long hdel(String key, String field) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hdel(key, field);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long hlen(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hlen(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> hkeys(String key) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hkeys(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public List<String> hvals(String key) {
        List<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hvals(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Map<String, String> hgetAll(String key) {
        Map<String, String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.hgetAll(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    // ================list ====== l表示 list或 left, r表示right====================
    public Long rpush(String key, String string) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.rpush(key, string);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long lpush(String key, String string) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lpush(key, string);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long llen(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.llen(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public List<String> lrange(String key, long start, long end) {
        List<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lrange(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String ltrim(String key, long start, long end) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.ltrim(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String lindex(String key, long index) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lindex(key, index);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String lset(String key, long index, String value) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lset(key, index, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long lrem(String key, long count, String value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lrem(key, count, value);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String lpop(String key) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.lpop(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String rpop(String key) {
        String result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.rpop(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    //return 1 add a not exist value ,
    //return 0 add a exist value
    public Long sadd(String key, String member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.sadd(key, member);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> smembers(String key) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.smembers(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long srem(String key, String member) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();

        Long result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.srem(key, member);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String spop(String key) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        String result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.spop(key);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long scard(String key) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        Long result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.scard(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Boolean sismember(String key, String member) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        Boolean result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.sismember(key, member);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public String srandmember(String key) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        String result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.srandmember(key);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zadd(String key, double score, String member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.zadd(key, score, member);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrange(String key, int start, int end) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.zrange(key, start, end);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zrem(String key, String member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.zrem(key, member);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Double zincrby(String key, double score, String member) {
        Double result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zincrby(key, score, member);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zrank(String key, String member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrank(key, member);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zrevrank(String key, String member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrank(key, member);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrevrange(String key, int start, int end) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrange(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<Tuple> zrangeWithScores(String key, int start, int end) {
        Set<Tuple> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrangeWithScores(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<Tuple> zrevrangeWithScores(String key, int start, int end) {
        Set<Tuple> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrangeWithScores(key, start, end);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zcard(String key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zcard(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Double zscore(String key, String member) {
        Double result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zscore(key, member);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public List<String> sort(String key) {
        List<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.sort(key);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public List<String> sort(String key, SortingParams sortingParameters) {
        List<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.sort(key, sortingParameters);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Long zcount(String key, double min, double max) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zcount(key, min, max);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrangeByScore(String key, double min, double max) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrangeByScore(key, min, max);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrevrangeByScore(String key, double max, double min) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrangeByScore(key, max, min);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrangeByScore(String key, double min, double max, int offset, int count) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrangeByScore(key, min, max, offset, count);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<String> zrevrangeByScore(String key, double max, double min, int offset, int count) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrangeByScore(key, max, min, offset, count);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<Tuple> zrangeByScoreWithScores(String key, double min, double max) {
        Set<Tuple> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrangeByScoreWithScores(key, min, max);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<Tuple> zrevrangeByScoreWithScores(String key, double max, double min) {
        Set<Tuple> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrevrangeByScoreWithScores(key, max, min);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

    public Set<Tuple> zrangeByScoreWithScores(String key, double min, double max, int offset, int count) {
        Set<Tuple> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.zrangeByScoreWithScores(key, min, max, offset, count);

        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
 

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