Redis5.0搭建分布式锁、分布式缓存服务最佳实践(非Cluster集群版本)

引入依赖

<parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.0.6.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>


    <dependencies>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>

        <dependency>
            <groupId>redis.clients</groupId>
            <artifactId>jedis</artifactId>
            <version>2.5.2</version>
            <type>jar</type>
            <scope>compile</scope>
        </dependency>

        <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-api</artifactId>
            <version>1.7.25</version>
        </dependency>
        <dependency>
            <groupId>com.develhack</groupId>
            <artifactId>develhacked-lombok</artifactId>
            <version>0.1.5</version>
        </dependency>
    </dependencies>
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <configuration>
                    <source>8</source>
                    <target>8</target>
                </configuration>
            </plugin>
        </plugins>
    </build>

application.yml

#redis
redis:
  shard-pool:
    nodes:
      - name: master1
        host: 127.0.0.1
        port: 6379
        password: 123456
        timeout: 300
        # 多节点实现分布式锁master1、master2 之间需实现具备强一致性的非Cluster集群,Cluster集群不可用ShardedJedisPool连接池,需使用JedisCluster实现
#      - name: master2
#        host: 106.12.101.99
#        port: 6379
#        password: enQzcUdypZDOdDSp
#        timeout: 300
    # 最大连接数据库连接数,设0 为没有限制
    maxActive: 10
    # 资源池允许最大空闲的连接数
    maxIdle: 300
    # 向资源池借用连接时是否做连接有效性检测(ping),无效连接会被移除
    testOnBorrow: true
    # 最大建立连接等待时间(毫秒)。如果超过此时间将接到异常。设为-1表示无限制。
    maxWait: 120000
    # 获取连接时的最大等待毫秒数,默认-1
    maxWaitMillis: 120000
    # 连接耗尽时是否阻塞, false报异常,ture阻塞直到超时, 默认true
    blockWhenExhausted: true

logging:
  path: redis-cache/logs/
  file: redis-cache.log

加载Redis数据源 

DataSourceBean

package com.lming.common.config;

import lombok.Data;

/**
 * @program: comex-wallet
 * @description: Redis数据源
 * @author: Mr.LMing.X
 * @create: 2019-12-26 17:00
 **/
@Data
public class DataSourceBean {
    private String name;
    private String host;
    private Integer port;
    private String password;
    private Integer timeout;
}

DataSourceConfig

package com.lming.common.config;

import lombok.Data;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.context.annotation.Configuration;

import java.util.List;

/**
 * @program: comex-wallet
 * @description: 数据源录入
 * @author: Mr.LMing.X
 * @create: 2019-12-26 17:08
 **/
@Configuration
@ConfigurationProperties(prefix = "redis.shard-pool")
@Data
public class DataSourceConfig {
    private List<DataSourceBean> nodes;
    private Integer maxWait;
    private Integer maxActive;
    private Integer maxIdle;
    private int timeout;
    private boolean testOnBorrow;
    private int maxWaitMillis;
    private boolean blockWhenExhausted;
}

JedisPoolBootConfig 

package com.lming.common.config;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.util.CollectionUtils;
import redis.clients.jedis.JedisPoolConfig;
import redis.clients.jedis.JedisShardInfo;
import redis.clients.jedis.ShardedJedisPool;

import java.util.ArrayList;
import java.util.List;

/**
 * 功能描述: Redis连接池配置
 *
 * @author LM.X
 * @date 2019/12/26 17:22
 */
@Configuration
public class JedisPoolBootConfig {
    @Autowired
    private DataSourceConfig config;

    /**
     * 功能描述: Redis连接池(主从版)
     *
     * @return redis.clients.jedis.ShardedJedisPool
     * @author LM.X
     * @date 2019/12/26 17:22
     */
    @Bean
    public ShardedJedisPool getShardedJedisPool() {
        // 连接池配置
        JedisPoolConfig jedisPoolConfig = new JedisPoolConfig();
        jedisPoolConfig.setMaxTotal(config.getMaxActive());
        jedisPoolConfig.setMaxIdle(config.getMaxIdle());
        jedisPoolConfig.setMaxWaitMillis(config.getMaxWait());
        jedisPoolConfig.setTestOnBorrow(config.isTestOnBorrow());
        jedisPoolConfig.setMaxWaitMillis(config.getMaxWaitMillis());
        jedisPoolConfig.setBlockWhenExhausted(config.isBlockWhenExhausted());

        // 节点列表
        List<DataSourceBean> nodes = config.getNodes();
        // Redis分片信息
        List<JedisShardInfo> shardInfos = new ArrayList<>();

        if (!CollectionUtils.isEmpty(nodes)) {
            nodes.forEach(dataSourceBean -> {
                // 创建Redis分片
                JedisShardInfo shardInfo = new JedisShardInfo(dataSourceBean.getHost(), dataSourceBean.getPort(), dataSourceBean.getTimeout(), dataSourceBean.getName());
                shardInfo.setPassword(dataSourceBean.getPassword());
                shardInfos.add(shardInfo);
            });
        }

        // 创建Redis分片连接池
        ShardedJedisPool shardedJedisPool = new ShardedJedisPool(jedisPoolConfig, shardInfos);
        return shardedJedisPool;
    }
}

搭建分布式缓存工具类

RedisClientTemplate

package com.lming.common.cache;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Repository;
import redis.clients.jedis.*;
import redis.clients.jedis.BinaryClient.LIST_POSITION;

import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.Set;

@Repository
public class RedisClientTemplate {
    private static Logger log = LoggerFactory.getLogger(RedisClientTemplate.class);

    private final RedisDataSource redisDataSource;

    public RedisClientTemplate(RedisDataSource redisDataSource) {
        this.redisDataSource = redisDataSource;
    }

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

    public Set<String> keys(String pattern) {
        Set<String> result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            Jedis j = shardedJedis.getShard(pattern);
            result = j.keys(pattern);

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

    /**
     * 设置单个key
     *
     * @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key
     *
     * @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 seconds
     * @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;
    }

    /**
     * 功能描述: setNX
     *
     * @param key
     * @param value
     * @param expireTime 过期时间(秒)
     * @return java.lang.Long
     * @author LM.X
     * @date 2019/12/24 14:57
     */
    public Long setnx(String key, String value, int expireTime) {
        ShardedJedis jedis = null;
        boolean broken = false;
        Long result = null;
        try {
            jedis = redisDataSource.getRedisClient();
            result = jedis.setnx(key, value);
            if (result == 1 && expireTime > 0) {
                jedis.expire(key, expireTime);
            }
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(jedis, broken);
        }
        return result;
    }

    /**
     * 功能描述: 
     *       
     * @param key
	 * @param value
	 * @param seconds
     * @return java.lang.String
     * @author LM.X
     * @date 2019/12/24 15:25
     */
    public String setex(String key, String value, int seconds) {
        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,l表示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 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;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

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

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

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

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

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

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

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

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

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

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

            result = shardedJedis.linsert(key, where, pivot, value);

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

    public String set(byte[] key, byte[] 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;
    }

    public byte[] get(byte[] key) {
        byte[] 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(byte[] 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(byte[] 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;
    }

    public Long expire(byte[] 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;
    }

    public Long expireAt(byte[] 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(byte[] 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 byte[] getSet(byte[] key, byte[] value) {
        byte[] 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(byte[] key, byte[] 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(byte[] key, int seconds, byte[] 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(byte[] 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(byte[] 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(byte[] 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(byte[] 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(byte[] key, byte[] 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 byte[] substr(byte[] key, int start, int end) {
        byte[] 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(byte[] key, byte[] field, byte[] 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 byte[] hget(byte[] key, byte[] field) {
        byte[] 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(byte[] key, byte[] field, byte[] 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(byte[] key, Map<byte[], byte[]> 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<byte[]> hmget(byte[] key, byte[]... fields) {
        List<byte[]> 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(byte[] key, byte[] 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(byte[] key, byte[] 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 hdel(byte[] key, byte[] 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(byte[] 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<byte[]> hkeys(byte[] key) {
        Set<byte[]> 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 Collection<byte[]> hvals(byte[] key) {
        Collection<byte[]> 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<byte[], byte[]> hgetAll(byte[] key) {
        Map<byte[], byte[]> 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;
    }

    public Long rpush(byte[] key, byte[] 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(byte[] key, byte[] 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(byte[] 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<byte[]> lrange(byte[] key, int start, int end) {
        List<byte[]> 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(byte[] key, int start, int 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 byte[] lindex(byte[] key, int index) {
        byte[] 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(byte[] key, int index, byte[] 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(byte[] key, int count, byte[] 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 byte[] lpop(byte[] key) {
        byte[] 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 byte[] rpop(byte[] key) {
        byte[] 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;
    }

    public Long sadd(byte[] key, byte[] 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<byte[]> smembers(byte[] key) {
        Set<byte[]> 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(byte[] key, byte[] member) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        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 byte[] spop(byte[] key) {
        byte[] result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        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(byte[] key) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        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(byte[] key, byte[] member) {
        Boolean result = false;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        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 byte[] srandmember(byte[] key) {
        byte[] result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        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(byte[] key, double score, byte[] 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<byte[]> zrange(byte[] key, int start, int end) {
        Set<byte[]> 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(byte[] key, byte[] 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(byte[] key, double score, byte[] 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(byte[] key, byte[] 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(byte[] key, byte[] 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<byte[]> zrevrange(byte[] key, int start, int end) {
        Set<byte[]> 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(byte[] 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(byte[] 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(byte[] 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(byte[] key, byte[] 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<byte[]> sort(byte[] key) {
        List<byte[]> 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<byte[]> sort(byte[] key, SortingParams sortingParameters) {
        List<byte[]> 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(byte[] 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<byte[]> zrangeByScore(byte[] key, double min, double max) {
        Set<byte[]> 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<byte[]> zrangeByScore(byte[] key, double min, double max, int offset, int count) {
        Set<byte[]> 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<Tuple> zrangeByScoreWithScores(byte[] 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> zrangeByScoreWithScores(byte[] 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;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

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

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

        } catch (Exception e) {

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

    public Long zremrangeByRank(byte[] key, int start, int end) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

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

        } catch (Exception e) {

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

    public Long zremrangeByScore(byte[] key, double start, double end) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

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

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

    public Long linsert(byte[] key, LIST_POSITION where, byte[] pivot, byte[] value) {
        Long result = null;
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {

            result = shardedJedis.linsert(key, where, pivot, value);

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

    public List<Object> pipelined(ShardedJedisPipeline shardedJedisPipeline) {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        List<Object> result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.pipelined(shardedJedisPipeline);
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            broken = true;
        } finally {
            redisDataSource.returnResource(shardedJedis, broken);
        }
        return result;
    }

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

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

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

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

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

    public Collection<JedisShardInfo> getAllShardInfo() {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        Collection<JedisShardInfo> result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.getAllShardInfo();

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

    public Collection<Jedis> getAllShards() {
        ShardedJedis shardedJedis = redisDataSource.getRedisClient();
        Collection<Jedis> result = null;
        if (shardedJedis == null) {
            return result;
        }
        boolean broken = false;
        try {
            result = shardedJedis.getAllShards();

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

RedisDataSource

package com.lming.common.cache;

import redis.clients.jedis.ShardedJedis;

/**
 * 功能描述: Redis 数据源维护
 *
 * @author LM.X
 * @date 2019/12/24 14:05
 */
public interface RedisDataSource {
    /**
     * 功能描述: 获取 ShardedJedis
     *
     * @return redis.clients.jedis.ShardedJedis
     * @author LM.X
     * @date 2019/12/24 14:01
     */
    ShardedJedis getRedisClient();

    /**
     * 功能描述: 返还ShardedJedis到连接池
     *
     * @param shardedJedis
     * @return void
     * @author LM.X
     * @date 2019/12/24 14:01
     */
    void returnResource(ShardedJedis shardedJedis);

    /**
     * 功能描述: 返还ShardedJedis到连接池
     *
     * @param shardedJedis
     * @param broken       是否释放redis对象
     * @return void
     * @author LM.X
     * @date 2019/12/24 14:03
     */
    void returnResource(ShardedJedis shardedJedis, boolean broken);
}

RedisDataSourceImpl

package com.lming.common.cache;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Repository;
import redis.clients.jedis.ShardedJedis;
import redis.clients.jedis.ShardedJedisPool;

/**
 * 功能描述: Redis 数据源维护实现
 *
 * @author LM.X
 * @date 2019/12/24 14:05
 */
@Repository("redisDataSource")
public class RedisDataSourceImpl implements RedisDataSource {

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

    @Autowired
    private ShardedJedisPool shardedJedisPool;

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

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

    @Override
    public void returnResource(ShardedJedis shardedJedis, boolean broken) {
        if (broken) {
            shardedJedisPool.returnBrokenResource(shardedJedis);
        } else {
            shardedJedisPool.returnResource(shardedJedis);
        }
    }

}

实现分布式锁

DistributedLock

package com.lming.common.utils.lock;

/**
 * 功能描述: 分布式锁接口
 *
 * @author LM.X
 * @date 2019/12/24 14:35
 */
public interface DistributedLock {
    /**
     * 功能描述: 锁只是为了解决小概率事件,最好的方式是不用,从设计上避免分布式锁
     *
     * @param key      key
     * @param value    value
     * @param waitTime 秒 - 最大等待时间,如果还无法获取,则直接失败
     * @param expire   秒- 锁生命周期时间
     * @return true 成功 false失败
     * @author LM.X
     * @date 2019/12/24 15:38
     */
    boolean acquire(String key, String value, int waitTime, int expire);

    /**
     * 功能描述: 获取锁
     *
     * @param key    key
     * @param value  value
     * @param expire 秒- 锁生命周期时间
     * @return boolean
     * @author LM.X
     * @date 2019/12/24 15:38
     */
    boolean acquire(String key, String value, int expire);

    /**
     * 释放锁
     *
     * @param key
     * @return 释放结果
     * @author LM.X
     * @date 2019/12/24 14:31
     */
    boolean release(String key);
}

RedisDistributedLock

package com.lming.common.utils.lock;

import com.lming.common.cache.RedisClientTemplate;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Component;

/**
 * 功能描述: 分布式锁实现
 *
 * @author LM.X
 * @date 2019/12/24 14:38
 */
@Component
public class RedisDistributedLock implements DistributedLock {
    private static Logger log = LoggerFactory.getLogger(RedisDistributedLock.class);

    private final RedisClientTemplate redisClient;

    /**
     * 最长时间锁为1天
     */
    private final static int maxExpireTime = 24 * 60 * 60;

    /**
     * 系统时间偏移量15秒,服务器间的系统时间差不可以超过15秒,避免由于时间差造成错误的解锁
     */
    private final static int offsetTime = 15;
    /**
     * 分隔符
     */
    private final static String separator = "$T$";
    /**
     * 锁前缀
     */
    private final static String prefix = "lock:";

    public RedisDistributedLock(RedisClientTemplate redisClient) {
        this.redisClient = redisClient;
    }

    @Override
    public boolean acquire(String key, String value, int waitTime, int expire) {
        long start = System.currentTimeMillis();
        do {
            try {
                Boolean lock = acquire(key, value, expire);

                // 获取锁失败
                if (!lock && waitTime == 0) {
                    break;
                }
                Thread.sleep(500);
            } catch (Exception ex) {
                log.error("获取锁失败:{}", ex);
            }
        } while ((System.currentTimeMillis() - start) < waitTime * 1000);

        log.warn("获取分布式锁失败 key:" + key + " value:" + value);
        return Boolean.FALSE;
    }


    @Override
    public boolean acquire(String key, String value, int expire) {
        key = prefix + key;
//        log.info("开始获取分布式锁 key:" + key + " lock_key:" + key + " value:" + value);

        long ret = redisClient.setnx(key, System.currentTimeMillis() + separator + value, (expire > maxExpireTime) ? maxExpireTime : expire);
        if (ret == 1) {
            log.info("成功获得分布式锁 key:" + key + " value:" + value);
            return Boolean.TRUE;
        }
        // 存在锁,并对死锁进行修复
        else {
            String desc = redisClient.get(key);

            // 首次锁检测
            if (desc != null && desc.indexOf(separator) > 0) {
                // 上次上锁时间
                long lastLockTime = Long.parseLong(desc.split("[" + separator + "]")[0]);
                // 明确死锁,利用setEx复写,再次设定一个合理的解锁时间让系统正常解锁
                if (System.currentTimeMillis() - lastLockTime > (expire + offsetTime) * 1000) {
                    // 原子操作,只需要一次,【任然会发生小概率事件,多个服务同时发现死锁同时执行此行代码(并发),
                    // 为什么设置解锁时间为expire(而不是更小的时间),防止在解锁发送错乱造成新锁解锁】
                    redisClient.setex(key, value, expire);
                    log.warn("发现死锁【" + expire + "秒后解锁】key:" + key + " desc:" + desc);
                } else {
//                    log.info("没有发现死锁,当前锁key:" + key + " desc:" + desc);
                }
            } else {
                log.warn("死锁解锁中key:" + key + " desc:" + desc);
            }
        }
        return Boolean.FALSE;
    }

    @Override
    public boolean release(String key) {
        String lock_key = prefix + key;
        try {
            Long del = redisClient.del(lock_key);
            return del == null ? Boolean.FALSE : Boolean.TRUE;
        } catch (Exception ex) {
            log.error("解锁锁失败key:{} lock_key:{} Message:", key, lock_key, ex);
        }
        return Boolean.FALSE;
    }
}

测试

编写一个启动类

@SpringBootApplication
public class RedisCacheApplication {

    public static void main(String[] args) {
        SpringApplication.run(RedisCacheApplication.class);
    }
}

junit测试

/**
 * 分布式锁测试
 *
 * @program: comex-wallet
 * @description:
 * @author: Mr.LMing.X
 * @create: 2019-12-24 15:59
 **/

@RunWith(SpringRunner.class)
@SpringBootTest
@Slf4j
public class RedisLockTests {

    @Autowired
    private RedisDistributedLock lock;

    ExecutorService executorService = Executors.newFixedThreadPool(4, Executors.defaultThreadFactory());

    String key = "rHv5yThoNKynpBNdJ2hUYWQ22RHDM2MULX";
    Integer value = 100;

    @Test
    public void test() {
        log.info("==================开始执行任务=========================");
        CountDownLatch countDown = new CountDownLatch(100);
        long startTime = System.currentTimeMillis();
        for (int i = 0; i <= 100; i++) {
            executorService.execute(() -> {
                boolean flag = true;
                do {
                    if (lock.acquire(key, value.toString(), 3)) {
                        log.info("integer----->{}", value);

                        ++value;
                        flag = false;

                        try {
                            Thread.sleep(100);
                        } catch (InterruptedException e) {
                            e.printStackTrace();
                        }
                        lock.release(key);
                        countDown.countDown();
                    }
                } while (flag);
            });
        }

        try {
            countDown.await();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        // (100 * 100) 为sleep阻塞时间
        log.info("==================任务执行完成==用时:{}ms=======================", System.currentTimeMillis() - startTime - (100 * 100));

    }
}
 
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