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Flink基于yarn常驻进程服务监控

1,因业务需求,需要监控yarn的某些常驻进程,如果挂了的话,打电话报警或者把相关报警发到报警群里。

package com.crgt;

import java.io.IOException;
import java.io.InputStream;
import java.io.OutputStream;
import java.io.UnsupportedEncodingException;
import java.util.*;
import java.util.concurrent.TimeUnit;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ApplicationReport;
import org.apache.hadoop.yarn.api.records.YarnApplicationState;
import org.apache.hadoop.yarn.client.api.YarnClient;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.util.ConverterUtils;
import org.apache.http.Header;
import org.apache.http.HttpEntity;
import org.apache.http.NameValuePair;
import org.apache.http.client.entity.UrlEncodedFormEntity;
import org.apache.http.client.methods.HttpPost;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.message.BasicNameValuePair;

/**
 * @Author: wpp
 * @Date: 2020/3/29 13:36
 *
 * https://blog.csdn.net/zhangshenghang/article/details/104447587#%E4%BB%A3%E7%A0%81
 *
 */

public class YarnMonitor {

    public static void main(String[] args) throws IOException, InterruptedException {

//        while(true) {
//            TimeUnit.SECONDS.sleep(10);
//            Map<String,String> hashMaps =  RedisUtil.getInstance().hash().hgetAll("yarn_monitor_hash");
//            for(String key : hashMaps.keySet()) {
//                Boolean yarnIsContains = yarnIsContains(key);
//                String msg = "yarn的调度名称:" + key +",yarn的任务:"+ hashMaps.getOrDefault(key,"")+",任务是否存在"+yarnIsContains;
//                System.out.println(msg);
//                if(!yarnIsContains){
//                    sendMsgToWeiXin(msg);
//                }
//            }
//        }


        while(true) {
            String threadSleep = RedisUtil.getInstance().strings().get("yarn_scheduler_time");
            System.out.println(Integer.valueOf(threadSleep));
            TimeUnit.SECONDS.sleep(Integer.valueOf(threadSleep));
            Map<String,String> hashMaps =  RedisUtil.getInstance().hash().hgetAll("yarn_monitor_hash");
            StringBuilder sb = new StringBuilder();
            Map<String ,Boolean> yarnContainsMap  = yarnIsRuning(hashMaps);

            for(String key : yarnContainsMap.keySet() ){
                if(!yarnContainsMap.get(key)){
                    sb.append("yarn的调度名称:" + key +",yarn的任务:"+ hashMaps.getOrDefault(key,"")+",任务是否存在:"+yarnContainsMap.get(key) + "\n");
                }else{
                    System.out.println(key + "数据存在");
                }
            }

            if(sb.toString().length() != 0){
                sendMsgToWeiXin(sb.toString());
                System.out.println("ressss======="+sb.toString());
            }
        }

    }
    /**
     * 获取任务的applicationId
     * @return String
     * @param jobName
     * @return
     */
    public static String getAppId(String jobName) {
        YarnClient client = YarnClient.createYarnClient();
        Configuration conf = new Configuration();
        client.init(conf);
        client.start();
        EnumSet<YarnApplicationState> appStates = EnumSet.noneOf(YarnApplicationState.class);
        if (appStates.isEmpty()) {
            appStates.add(YarnApplicationState.RUNNING);
            appStates.add(YarnApplicationState.ACCEPTED);
            appStates.add(YarnApplicationState.SUBMITTED);
        }
        List<ApplicationReport> appsReport = null;
        try {
            //返回EnumSet<YarnApplicationState>中个人任务状态的所有任务
            appsReport = client.getApplications(appStates);
        } catch (YarnException | IOException e) {
            e.printStackTrace();
        }
        assert appsReport != null;
        for (ApplicationReport appReport : appsReport) {
            //获取任务名
            String jn = appReport.getName();
            String applicationType = appReport.getApplicationType();
            if (jn.equals(jobName) && "Apache Flink".equals(applicationType)) {
                try {
                    client.close();
                } catch (IOException e) {
                    e.printStackTrace();
                }
                return appReport.getApplicationId().toString();
            }
        }
        try {
            client.close();
        } catch (IOException e) {
            e.printStackTrace();
        }
        return null;
    }

    /**
     * 根据任务的applicationId去获取任务的状态
     * @return YarnApplicationState
     * @param appId
     * @return
     */
    public static YarnApplicationState getState(String appId) {
        YarnClient client = YarnClient.createYarnClient();
        Configuration conf = new Configuration();
        client.init(conf);
        client.start();
        ApplicationId applicationId = ApplicationId.fromString(appId);
        //	        ApplicationId appId = ConverterUtils.toApplicationId(appId);
        YarnApplicationState yarnApplicationState = null;
        try {
            ApplicationReport applicationReport = client.getApplicationReport(applicationId);
            yarnApplicationState = applicationReport.getYarnApplicationState();
        } catch (YarnException | IOException e) {
            e.printStackTrace();
        }
        try {
            client.close();
        } catch (IOException e) {
            e.printStackTrace();
        }
        return yarnApplicationState;
    }



    public static  void sendMsgToWeiXin(String msg){

        CloseableHttpClient httpclient = HttpClients.createDefault();

        HttpPost httpPost = new HttpPost("https://screen-bigdata.ccrgt.com/sms/sendReport");
        httpPost.addHeader("Content-Type", "application/x-www-form-urlencoded");

        List<NameValuePair> valuePairs = new ArrayList<>();
        NameValuePair valuePair = new BasicNameValuePair("msg", msg);
        valuePairs.add(valuePair);

        HttpEntity entity = null;
        try {
            entity = new UrlEncodedFormEntity(valuePairs,"UTF-8");

            httpPost.setEntity(entity);
            httpclient.execute(httpPost);
        } catch (UnsupportedEncodingException e) {
            e.printStackTrace();
        } catch (IOException e) {
            e.printStackTrace();
        }
    }

    /**
     * 判断任务名为appName的任务,是否在yarn中运行,状态为RUNNING
     * @return Boolean
     * @param appName
     * @return
     */
    public static Boolean yarnIsContains(String appName) {
        Configuration conf = new YarnConfiguration();
        YarnClient yarnClient = YarnClient.createYarnClient();
        yarnClient.init(conf);
        yarnClient.start();
        Boolean isContains = false;
        List<ApplicationReport> applications = new ArrayList<ApplicationReport>();

        try {
            //applications = yarnClient.getApplications(EnumSet.of(YarnApplicationState.RUNNING, YarnApplicationState.FINISHED));
            applications = yarnClient.getApplications(EnumSet.of(YarnApplicationState.RUNNING));
            for(ApplicationReport application : applications) {
                String name = application.getName();
                if(name.equals(appName)) {
                    System.out.println("ApplicationId ============> "+application.getApplicationId());
                    System.out.println("name ============> "+application.getName());
                    System.out.println("queue ============> "+application.getQueue());
                    System.out.println("user ============> "+application.getUser());
                    System.out.println("application=========" + application);
                    isContains = true;
                }
            }
            /*
             * if(applications.contains(appName)) {
             * System.out.println("ApplicationId ============> "+applications.get(0).
             * getApplicationId());
             * System.out.println("name ============> "+applications.get(0).getName());
             * System.out.println("queue ============> "+applications.get(0).getQueue());
             * System.out.println("queue ============> "+applications.get(0).getUser());
             * System.out.println(applications); }
             */
        } catch (YarnException e) {
            e.printStackTrace();
        } catch (IOException e) {
            e.printStackTrace();
        } finally {
            yarnClient.stop();
        }
        return isContains;
    }


    /**
     * 判断任务名为appName的任务,是否在yarn中运行,状态为RUNNING
     * @return Boolean
     * @param appName
     * @return
     */
    public static   Map<String,Boolean> yarnIsRuning(Map<String,String> map) {
        Configuration conf = new YarnConfiguration();
        YarnClient yarnClient = YarnClient.createYarnClient();
        yarnClient.init(conf);
        yarnClient.start();
        List<ApplicationReport> applications = new ArrayList<ApplicationReport>();

        Map<String,Boolean> resMap = new HashMap<String,Boolean>();
        try {
            //applications = yarnClient.getApplications(EnumSet.of(YarnApplicationState.RUNNING, YarnApplicationState.FINISHED));
            applications = yarnClient.getApplications(EnumSet.of(YarnApplicationState.RUNNING));

            for(String appName : map.keySet()){
                resMap.put(appName,false);
                for(ApplicationReport application : applications) {
                    String name = application.getName();
                    if(name.equals(appName)) {
                        System.out.println("ApplicationId ============> "+application.getApplicationId());
                        System.out.println("name ============> "+application.getName());
                        System.out.println("queue ============> "+application.getQueue());
                        System.out.println("user ============> "+application.getUser());
                        System.out.println("application=========" + application);
                        resMap.put(appName,true);
                    }
                }
            }

        } catch (YarnException e) {
            e.printStackTrace();
        } catch (IOException e) {
            e.printStackTrace();
        } finally {
            yarnClient.stop();
        }
        return resMap;
    }
}
           

2,使用python,把要添加的任务添加redis,进行相关处理

import redis
r = redis.StrictRedis(host="10.2.12.76", port=6379, password="eD5JbS9y9ZDB5umf", db=0)
key = 'yarn_monitor_hash'
r.set('yarn_scheduler_time', 3600)

#添加相关监控指标
#r.hset(key, 'ComputeGpsInOutStationDev', '进出站计算')
r.hset(key, 'dws_first_mac_dri2', '首次开网人数')
#r.hset(key, 'dws_first_mac_dri2', '首次开网人数2')

#删除相关数据
# r.hdel(key, 'TracingDataSparkStreamingToESTest1')
r.hdel(key, 'dws_first_mac_dri')

#r.delete(key)
list2 = r.hgetall(key)

for (key, val) in list2.items():
    print(key.decode('utf-8'), val.decode('utf-8'))
           

3.链接redis的util

package com.crgt;

import com.alibaba.fastjson.JSON;
import com.google.common.collect.Maps;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import redis.clients.jedis.Jedis;
import redis.clients.jedis.JedisPool;
import redis.clients.jedis.JedisPoolConfig;
import redis.clients.jedis.SortingParams;
import redis.clients.util.SafeEncoder;

import java.io.File;
import java.io.IOException;
import java.io.InputStream;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.Set;
import java.util.concurrent.locks.ReentrantLock;

/**
 * Redis工具类
 * Created by caicf on 2017/1/1.
 */
public class RedisUtil {

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

    //默认缓存时间
    private static final int EXPIRE = 60000;

    private static Properties properties;

    private static RedisUtil instance;

    private static JedisPool jedisPool;

    private static ReentrantLock lock = new ReentrantLock();

    private RedisUtil() {
    }

    public static RedisUtil getInstance() {
        if (instance == null) {
            lock.lock();
            if (instance == null) {
                instance = new RedisUtil();
            }
            lock.unlock();
        }
        return instance;
    }


    /**
     * 初始化JedisPool
     */
    private void initJedisPool() {
        JedisPoolConfig config = new JedisPoolConfig();

        config.setMaxIdle(100);
        config.setTestOnBorrow(Boolean.getBoolean("true"));
        config.setTestOnReturn(Boolean.getBoolean("true"));

        Properties properties = new Properties();
        InputStream fileInputStream =  RedisUtil.class.getClassLoader().getResourceAsStream("app-dev.properties");
        if ( !";".equals(File.pathSeparator)) {//非window环境
            fileInputStream =  RedisUtil.class.getClassLoader().getResourceAsStream("app-prod.properties");
        }
        try {
            properties.load(fileInputStream);
        } catch (IOException e) {
            e.printStackTrace();
        }
        /**获取属性文件中的值**/
        String REDIS_HOST_CLS = properties.getProperty("REDIS_HOST_CLS");
        String REDIS_PASSWORD_CLS = properties.getProperty("REDIS_PASSWORD_CLS");

        jedisPool = new JedisPool(
                config,
//                "10.3.1.9", 6379,60000,"iINEivdRA8Kpin13"
//                "10.3.1.6", 6379,60000,"pt1Os)Qhpch1jmft"
                REDIS_HOST_CLS, 6379,60000,REDIS_PASSWORD_CLS
        );
    }

    /**
     * 通用方法:从JedisPool中获取Jedis
     *
     * @return
     */
    private Jedis getJedis() {
        if (jedisPool == null) {
            lock.lock();    //防止吃初始化时多线程竞争问题
            initJedisPool();
            lock.unlock();
            log.info("JedisPool init success!");
        }
        return jedisPool.getResource();
    }

    /**
     * 通用方法:释放Jedis
     *
     * @param jedis
     */
    private void closeJedis(Jedis jedis) {
        jedis.close();
    }

//===========================================================
    /**
     * 对Keys,以及存储结构为String、List、Set、HashMap类型的操作
     */
    private final Keys keys = new Keys();
    private final Strings strings = new Strings();
    private final Lists lists = new Lists();
    private final Sets sets = new Sets();
    private final Hash hash = new Hash();
    private final SortSet sortset = new SortSet();

    public Keys keys() {
        return keys;
    }

    public Strings strings() {
        return strings;
    }

    public Lists lists() {
        return lists;
    }

    public Sets sets() {
        return sets;
    }

    public Hash hash() {
        return hash;
    }

    public SortSet sortSet() {
        return sortset;
    }
    //===========================================================

    //*******************************************Keys*******************************************//
    public class Keys {

        /**
         * 设置过期时间
         *
         * @param key
         * @param seconds
         * @return 返回影响的记录数
         */
        public long expire(String key, int seconds) {
            if (seconds <= 0) {
                return -1L;
            }
            Jedis jedis = getJedis();
            long result = jedis.expire(key, seconds);
            closeJedis(jedis);
            return result;
        }

        /**
         * 设置过期时间,默认值为60000seconds
         *
         * @param key
         */
        public long expire(String key) {
            return expire(key, EXPIRE);
        }

        /**
         * 设置key的过期时间,它是距历元(即格林威治标准时间 1970 年 1 月 1 日的 00:00:00,格里高利历)的偏移量。
         *
         * @param key
         * @param timestamp 秒
         * @return 影响的记录数
         */
        public long expireAt(String key, long timestamp) {
            Jedis jedis = getJedis();
            long count = jedis.expireAt(key, timestamp);
            closeJedis(jedis);
            return count;
        }

        /**
         * 查询key的过期时间
         *
         * @param key
         * @return 以秒为单位的时间表示
         */
        public long ttl(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long len = sjedis.ttl(key);
            closeJedis(sjedis);
            return len;
        }

        /**
         * 取消对key过期时间的设置
         *
         * @param key
         * @return 影响的记录数
         */
        public long persist(String key) {
            Jedis jedis = getJedis();
            long count = jedis.persist(key);
            closeJedis(jedis);
            return count;
        }

        /**
         * 清空所有key
         *
         * @return
         */
        public String flushAll() {
            Jedis jedis = getJedis();
            String stata = jedis.flushAll();
            closeJedis(jedis);
            return stata;
        }

        /**
         * 判断key是否存在
         *
         * @param key
         * @return boolean
         */
        public boolean exists(String key) {
            Jedis sjedis = getJedis();
            boolean exis = sjedis.exists(key);
            closeJedis(sjedis);
            return exis;
        }

        /**
         * 更改key
         */
        public String rename(String oldKey, String newKey) {
            return rename(SafeEncoder.encode(oldKey),
                    SafeEncoder.encode(newKey));
        }

        /**
         * 更改key,仅当新key不存在时才执行
         *
         * @param oldKey
         * @param newKey
         * @return 状态码
         */
        public long renamenx(String oldKey, String newKey) {
            Jedis jedis = getJedis();
            long status = jedis.renamenx(oldKey, newKey);
            closeJedis(jedis);
            return status;
        }

        /**
         * 更改key
         */
        public String rename(byte[] oldKey, byte[] newKey) {
            Jedis jedis = getJedis();
            String status = jedis.rename(oldKey, newKey);
            closeJedis(jedis);
            return status;
        }


        /**
         * 删除keys对应的记录,可以是多个key
         *
         * @param keys
         * @return 删除的记录数
         */
        public long del(String... keys) {
            Jedis jedis = getJedis();
            long count = jedis.del(keys);
            closeJedis(jedis);
            return count;
        }

        /**
         * 删除keys对应的记录,可以是多个key
         *
         * @param keys
         * @return 删除的记录数
         */
        public long del(byte[]... keys) {
            Jedis jedis = getJedis();
            long count = jedis.del(keys);
            closeJedis(jedis);
            return count;
        }


        /**
         * 对List,Set,SortSet进行排序,如果集合数据较大应避免使用这个方法
         *
         * @param key
         * @return List<String> 集合的全部记录
         **/
        public List<String> sort(String key) {
            Jedis sjedis = getJedis();
            List<String> list = sjedis.sort(key);
            closeJedis(sjedis);
            return list;
        }

        /**
         * 对List,Set,SortSet进行排序或limit
         *
         * @param key
         * @param parame 定义排序类型或limit的起止位置.
         * @return List<String> 全部或部分记录
         **/
        public List<String> sort(String key, SortingParams parame) {
            Jedis jedis = getJedis();
            List<String> list = jedis.sort(key, parame);
            closeJedis(jedis);
            return list;
        }

        /**
         * 返回指定key存储的类型
         *
         * @param key
         * @return String string|list|set|zset|hash
         **/
        public String type(String key) {
            Jedis sjedis = getJedis();
            String type = sjedis.type(key);
            closeJedis(sjedis);
            return type;
        }

        /**
         * 查找所有匹配给定的模式的键
         *
         * @param pattern 的表达式,*表示多个,?表示一个
         */
        public Set<String> keys(String pattern) {
            Jedis jedis = getJedis();
            Set<String> set = jedis.keys(pattern);
            closeJedis(jedis);
            return set;
        }
    }

    //*******************************************Sets*******************************************//
    public class Sets {

        /**
         * 向Set添加一条记录,如果member已存在返回0,否则返回1
         *
         * @param key
         * @param member
         * @return 操作码, 0或1
         */
        public long sadd(String key, String member) {
            Jedis jedis = getJedis();
            long s = jedis.sadd(key, member);
            closeJedis(jedis);
            return s;
        }

        public long sadd(byte[] key, byte[] member) {
            Jedis jedis = getJedis();
            long s = jedis.sadd(key, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 获取给定key中元素个数
         *
         * @param key
         * @return 元素个数
         */
        public long scard(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long len = sjedis.scard(key);
            closeJedis(sjedis);
            return len;
        }

        /**
         * 返回从第一组和所有的给定集合之间的差异的成员
         *
         * @param keys
         * @return 差异的成员集合
         */
        public Set<String> sdiff(String... keys) {
            Jedis jedis = getJedis();
            Set<String> set = jedis.sdiff(keys);
            closeJedis(jedis);
            return set;
        }

        /**
         * 这个命令等于sdiff,但返回的不是结果集,而是将结果集存储在新的集合中,如果目标已存在,则覆盖。
         *
         * @param newKey 新结果集的key
         * @param keys   比较的集合
         * @return 新集合中的记录数
         **/
        public long sdiffstore(String newKey, String... keys) {
            Jedis jedis = getJedis();
            long s = jedis.sdiffstore(newKey, keys);
            closeJedis(jedis);
            return s;
        }

        /**
         * 返回给定集合交集的成员,如果其中一个集合为不存在或为空,则返回空Set
         *
         * @param keys
         * @return 交集成员的集合
         **/
        public Set<String> sinter(String... keys) {
            Jedis jedis = getJedis();
            Set<String> set = jedis.sinter(keys);
            closeJedis(jedis);
            return set;
        }

        /**
         * 这个命令等于sinter,但返回的不是结果集,而是将结果集存储在新的集合中,如果目标已存在,则覆盖。
         *
         * @param newKey 新结果集的key
         * @param keys   比较的集合
         * @return 新集合中的记录数
         **/
        public long sinterstore(String newKey, String... keys) {
            Jedis jedis = getJedis();
            long s = jedis.sinterstore(newKey, keys);
            closeJedis(jedis);
            return s;
        }

        /**
         * 确定一个给定的值是否存在
         *
         * @param key
         * @param member 要判断的值
         * @return 存在返回1,不存在返回0
         **/
        public boolean sismember(String key, String member) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            boolean s = sjedis.sismember(key, member);
            closeJedis(sjedis);
            return s;
        }

        /**
         * 返回集合中的所有成员
         *
         * @param key
         * @return 成员集合
         */
        public Set<String> smembers(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<String> set = sjedis.smembers(key);
            closeJedis(sjedis);
            return set;
        }

        public Set<byte[]> smembers(byte[] key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<byte[]> set = sjedis.smembers(key);
            closeJedis(sjedis);
            return set;
        }

        /**
         * 将成员从源集合移出放入目标集合 <br/>
         * 如果源集合不存在或不包哈指定成员,不进行任何操作,返回0<br/>
         * 否则该成员从源集合上删除,并添加到目标集合,如果目标集合中成员已存在,则只在源集合进行删除
         *
         * @param srckey 源集合
         * @param dstkey 目标集合
         * @param member 源集合中的成员
         * @return 状态码,1成功,0失败
         */
        public long smove(String srckey, String dstkey, String member) {
            Jedis jedis = getJedis();
            long s = jedis.smove(srckey, dstkey, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 从集合中删除成员
         *
         * @param key
         * @return 被删除的成员
         */
        public String spop(String key) {
            Jedis jedis = getJedis();
            String s = jedis.spop(key);
            closeJedis(jedis);
            return s;
        }

        /**
         * 从集合中删除指定成员
         *
         * @param key
         * @param member 要删除的成员
         * @return 状态码,成功返回1,成员不存在返回0
         */
        public long srem(String key, String member) {
            Jedis jedis = getJedis();
            long s = jedis.srem(key, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 合并多个集合并返回合并后的结果,合并后的结果集合并不保存<br/>
         *
         * @param keys
         * @return 合并后的结果集合
         */
        public Set<String> sunion(String... keys) {
            Jedis jedis = getJedis();
            Set<String> set = jedis.sunion(keys);
            closeJedis(jedis);
            return set;
        }

        /**
         * 合并多个集合并将合并后的结果集保存在指定的新集合中,如果新集合已经存在则覆盖
         *
         * @param newKey 新集合的key
         * @param keys   要合并的集合
         **/
        public long sunionstore(String newKey, String... keys) {
            Jedis jedis = getJedis();
            long s = jedis.sunionstore(newKey, keys);
            closeJedis(jedis);
            return s;
        }
    }

    //*******************************************SortSet*******************************************//
    public class SortSet {

        /**
         * 向集合中增加一条记录,如果这个值已存在,这个值对应的权重将被置为新的权重
         *
         * @param key
         * @param score  权重
         * @param member 要加入的值,
         * @return 状态码 1成功,0已存在member的值
         */
        public long zadd(String key, double score, String member) {
            Jedis jedis = getJedis();
            long s = jedis.zadd(key, score, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 获取集合中元素的数量
         *
         * @param key
         * @return 如果返回0则集合不存在
         */
        public long zcard(String key) {
            Jedis sjedis = getJedis();
            long len = sjedis.zcard(key);
            closeJedis(sjedis);
            return len;
        }

        /**
         * 获取指定权重区间内集合的数量
         *
         * @param key
         * @param min 最小排序位置
         * @param max 最大排序位置
         */
        public long zcount(String key, double min, double max) {
            Jedis sjedis = getJedis();
            long len = sjedis.zcount(key, min, max);
            closeJedis(sjedis);
            return len;
        }

        /**
         * 获得set的长度
         *
         * @param key
         * @return
         */
        public long zlength(String key) {
            long len = 0;
            Set<String> set = zrange(key, 0, -1);
            len = set.size();
            return len;
        }

        /**
         * 权重增加给定值,如果给定的member已存在
         *
         * @param key
         * @param score  要增的权重
         * @param member 要插入的值
         * @return 增后的权重
         */
        public double zincrby(String key, double score, String member) {
            Jedis jedis = getJedis();
            double s = jedis.zincrby(key, score, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 返回指定位置的集合元素,0为第一个元素,-1为最后一个元素
         *
         * @param key
         * @param start 开始位置(包含)
         * @param end   结束位置(包含)
         * @return Set<String>
         */
        public Set<String> zrange(String key, int start, int end) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<String> set = sjedis.zrange(key, start, end);
            closeJedis(sjedis);
            return set;
        }

        /**
         * 返回指定权重区间的元素集合
         *
         * @param key
         * @param min 上限权重
         * @param max 下限权重
         * @return Set<String>
         */
        public Set<String> zrangeByScore(String key, double min, double max) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<String> set = sjedis.zrangeByScore(key, min, max);
            closeJedis(sjedis);
            return set;
        }

        /**
         * 获取指定值在集合中的位置,集合排序从低到高
         *
         * @param key
         * @param member
         * @return long 位置
         */
        public long zrank(String key, String member) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long index = sjedis.zrank(key, member);
            closeJedis(sjedis);
            return index;
        }

        /**
         * 获取指定值在集合中的位置,集合排序从高到低
         *
         * @param key
         * @param member
         * @return long 位置
         */
        public long zrevrank(String key, String member) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long index = sjedis.zrevrank(key, member);
            closeJedis(sjedis);
            return index;
        }

        /**
         * 从集合中删除成员
         *
         * @param key
         * @param member
         * @return 返回1成功
         */
        public long zrem(String key, String member) {
            Jedis jedis = getJedis();
            long s = jedis.zrem(key, member);
            closeJedis(jedis);
            return s;
        }

        /**
         * 删除
         *
         * @param key
         * @return
         */
        public long zrem(String key) {
            Jedis jedis = getJedis();
            long s = jedis.del(key);
            closeJedis(jedis);
            return s;
        }

        /**
         * 删除给定位置区间的元素
         *
         * @param key
         * @param start 开始区间,从0开始(包含)
         * @param end   结束区间,-1为最后一个元素(包含)
         * @return 删除的数量
         */
        public long zremrangeByRank(String key, int start, int end) {
            Jedis jedis = getJedis();
            long s = jedis.zremrangeByRank(key, start, end);
            closeJedis(jedis);
            return s;
        }

        /**
         * 删除给定权重区间的元素
         *
         * @param key
         * @param min 下限权重(包含)
         * @param max 上限权重(包含)
         * @return 删除的数量
         */
        public long zremrangeByScore(String key, double min, double max) {
            Jedis jedis = getJedis();
            long s = jedis.zremrangeByScore(key, min, max);
            closeJedis(jedis);
            return s;
        }

        /**
         * 获取给定区间的元素,原始按照权重由高到低排序
         *
         * @param key
         * @param start
         * @param end
         * @return Set<String>
         */
        public Set<String> zrevrange(String key, int start, int end) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<String> set = sjedis.zrevrange(key, start, end);
            closeJedis(sjedis);
            return set;
        }

        /**
         * 获取给定值在集合中的权重
         *
         * @param key
         * @param memebr
         * @return double 权重
         */
        public double zscore(String key, String memebr) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Double score = sjedis.zscore(key, memebr);
            closeJedis(sjedis);
            if (score != null)
                return score;
            return 0;
        }
    }

    //*******************************************Hash*******************************************//
    public class Hash {

        /**
         * 从hash中删除指定的存储
         *
         * @param key
         * @param fieid 存储的名字
         * @return 状态码,1成功,0失败
         */
        public long hdel(String key, String fieid) {
            Jedis jedis = getJedis();
            long s = jedis.hdel(key, fieid);
            closeJedis(jedis);
            return s;
        }

        public long hdel(String key) {
            Jedis jedis = getJedis();
            long s = jedis.del(key);
            closeJedis(jedis);
            return s;
        }

        /**
         * 测试hash中指定的存储是否存在
         *
         * @param key
         * @param fieid 存储的名字
         * @return 1存在,0不存在
         */
        public boolean hexists(String key, String fieid) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            boolean s = sjedis.hexists(key, fieid);
            closeJedis(sjedis);
            return s;
        }

        /**
         * 返回hash中指定存储位置的值
         *
         * @param key
         * @param fieid 存储的名字
         * @return 存储对应的值
         */
        public String hget(String key, String fieid) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            String s = sjedis.hget(key, fieid);
            closeJedis(sjedis);
            return s;
        }

        public byte[] hget(byte[] key, byte[] fieid) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            byte[] s = sjedis.hget(key, fieid);
            closeJedis(sjedis);
            return s;
        }

        /**
         * 以Map的形式返回hash中的存储和值
         *
         * @param key
         * @return Map<Strinig,String>
         */
        public Map<String, String> hgetAll(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Map<String, String> map = sjedis.hgetAll(key);
            closeJedis(sjedis);
            return map;
        }

        /**
         * 添加一个对应关系
         *
         * @param key
         * @param fieid
         * @param value
         * @return 状态码 1成功,0失败,fieid已存在将更新,也返回0
         **/
        public long hset(String key, String fieid, String value) {
            Jedis jedis = getJedis();
            long s = jedis.hset(key, fieid, value);
            closeJedis(jedis);
            return s;
        }

        public long hset(String key, String fieid, byte[] value) {
            Jedis jedis = getJedis();
            long s = jedis.hset(key.getBytes(), fieid.getBytes(), value);
            closeJedis(jedis);
            return s;
        }

        /**
         * 添加对应关系,只有在fieid不存在时才执行
         *
         * @param key
         * @param fieid
         * @param value
         * @return 状态码 1成功,0失败fieid已存
         **/
        public long hsetnx(String key, String fieid, String value) {
            Jedis jedis = getJedis();
            long s = jedis.hsetnx(key, fieid, value);
            closeJedis(jedis);
            return s;
        }

        /**
         * 获取hash中value的集合
         *
         * @param key
         * @return List<String>
         */
        public List<String> hvals(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            List<String> list = sjedis.hvals(key);
            closeJedis(sjedis);
            return list;
        }

        /**
         * 在指定的存储位置加上指定的数字,存储位置的值必须可转为数字类型
         *
         * @param key
         * @param fieid 存储位置
         * @param value 要增加的值,可以是负数
         * @return 增加指定数字后,存储位置的值
         */
        public long hincrby(String key, String fieid, long value) {
            Jedis jedis = getJedis();
            long s = jedis.hincrBy(key, fieid, value);
            closeJedis(jedis);
            return s;
        }

        /**
         * 返回指定hash中的所有存储名字,类似Map中的keySet方法
         *
         * @param key
         * @return Set<String> 存储名称的集合
         */
        public Set<String> hkeys(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            Set<String> set = sjedis.hkeys(key);
            closeJedis(sjedis);
            return set;
        }

        /**
         * 获取hash中存储的个数,类似Map中size方法
         *
         * @param key
         * @return long 存储的个数
         */
        public long hlen(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long len = sjedis.hlen(key);
            closeJedis(sjedis);
            return len;
        }

        /**
         * 根据多个key,获取对应的value,返回List,如果指定的key不存在,List对应位置为null
         *
         * @param key
         * @param fieids 存储位置
         * @return List<String>
         */
        public List<String> hmget(String key, String... fieids) {
            Jedis sjedis = getJedis();
            List<String> list = sjedis.hmget(key, fieids);
            closeJedis(sjedis);
            return list;
        }

        public List<byte[]> hmget(byte[] key, byte[]... fieids) {
            Jedis sjedis = getJedis();
            List<byte[]> list = sjedis.hmget(key, fieids);
            closeJedis(sjedis);
            return list;
        }

        /**
         * 添加对应关系,如果对应关系已存在,则覆盖
         *
         * @param key
         * @param map 对应关系
         * @return 状态,成功返回OK
         */
        public String hmset(String key, Map<String, String> map) {
            Jedis jedis = getJedis();
            String s = jedis.hmset(key, map);
            closeJedis(jedis);
            return s;
        }

        /**
         * 添加对应关系,如果对应关系已存在,则覆盖
         *
         * @param key
         * @param map 对应关系
         * @return 状态,成功返回OK
         */
        public String hmset(byte[] key, Map<byte[], byte[]> map) {
            Jedis jedis = getJedis();
            String s = jedis.hmset(key, map);
            closeJedis(jedis);
            return s;
        }

    }


    //*******************************************Strings*******************************************//
    public class Strings {
        /**
         * 根据key获取记录
         *
         * @param key
         * @return 值
         */
        public String get(String key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            String value = sjedis.get(key);
            closeJedis(sjedis);
            return value;
        }

        /**
         * 根据key获取记录
         *
         * @param key
         * @return 值
         */
        public byte[] get(byte[] key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            byte[] value = sjedis.get(key);
            closeJedis(sjedis);
            return value;
        }

        /**
         * 添加有过期时间的记录
         *
         * @param key
         * @param seconds 过期时间,以秒为单位
         * @param value
         * @return String 操作状态
         */
        public String setEx(String key, int seconds, String value) {
            Jedis jedis = getJedis();
            String str = jedis.setex(key, seconds, value);
            closeJedis(jedis);
            return str;
        }

        /**
         * 添加有过期时间的记录
         *
         * @param key
         * @param seconds 过期时间,以秒为单位
         * @param value
         * @return String 操作状态
         */
        public String setEx(byte[] key, int seconds, byte[] value) {
            Jedis jedis = getJedis();
            String str = jedis.setex(key, seconds, value);
            closeJedis(jedis);
            return str;
        }

        /**
         * 添加一条记录,仅当给定的key不存在时才插入
         *
         * @param key
         * @param value
         * @return long 状态码,1插入成功且key不存在,0未插入,key存在
         */
        public long setnx(String key, String value) {
            Jedis jedis = getJedis();
            long str = jedis.setnx(key, value);
            closeJedis(jedis);
            return str;
        }

        /**
         * 添加记录,如果记录已存在将覆盖原有的value
         *
         * @param key
         * @param value
         * @return 状态码
         */
        public String set(String key, String value) {
            return set(SafeEncoder.encode(key), SafeEncoder.encode(value));
        }

        /**
         * 添加记录,如果记录已存在将覆盖原有的value
         *
         * @param key
         * @param value
         * @return 状态码
         */
        public String set(String key, byte[] value) {
            return set(SafeEncoder.encode(key), value);
        }

        /**
         * 添加记录,如果记录已存在将覆盖原有的value
         *
         * @param key
         * @param value
         * @return 状态码
         */
        public String set(byte[] key, byte[] value) {
            Jedis jedis = getJedis();
            String status = jedis.set(key, value);
            closeJedis(jedis);
            return status;
        }

        /**
         * 从指定位置开始插入数据,插入的数据会覆盖指定位置以后的数据<br/>
         * 例:String str1="123456789";<br/>
         * 对str1操作后setRange(key,4,0000),str1="123400009";
         *
         * @param key
         * @param offset
         * @param value
         * @return long value的长度
         */
        public long setRange(String key, long offset, String value) {
            Jedis jedis = getJedis();
            long len = jedis.setrange(key, offset, value);
            closeJedis(jedis);
            return len;
        }

        /**
         * 在指定的key中追加value
         *
         * @param key
         * @param value
         * @return long 追加后value的长度
         **/
        public long append(String key, String value) {
            Jedis jedis = getJedis();
            long len = jedis.append(key, value);
            closeJedis(jedis);
            return len;
        }

        /**
         * 将key对应的value减去指定的值,只有value可以转为数字时该方法才可用
         *
         * @param key
         * @param number 要减去的值
         * @return long 减指定值后的值
         */
        public long decrBy(String key, long number) {
            Jedis jedis = getJedis();
            long len = jedis.decrBy(key, number);
            closeJedis(jedis);
            return len;
        }

        /**
         * <b>可以作为获取唯一id的方法</b><br/>
         * 将key对应的value加上指定的值,只有value可以转为数字时该方法才可用
         *
         * @param key
         * @param number 要减去的值
         * @return long 相加后的值
         */
        public long incrBy(String key, long number) {
            Jedis jedis = getJedis();
            long len = jedis.incrBy(key, number);
            closeJedis(jedis);
            return len;
        }

        /**
         * 对指定key对应的value进行截取
         *
         * @param key
         * @param startOffset 开始位置(包含)
         * @param endOffset   结束位置(包含)
         * @return String 截取的值
         */
        public String getrange(String key, long startOffset, long endOffset) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            String value = sjedis.getrange(key, startOffset, endOffset);
            closeJedis(sjedis);
            return value;
        }

        /**
         * 获取并设置指定key对应的value<br/>
         * 如果key存在返回之前的value,否则返回null
         *
         * @param key
         * @param value
         * @return String 原始value或null
         */
        public String getSet(String key, String value) {
            Jedis jedis = getJedis();
            String str = jedis.getSet(key, value);
            closeJedis(jedis);
            return str;
        }

        /**
         * 批量获取记录,如果指定的key不存在返回List的对应位置将是null
         *
         * @param keys
         * @return List<String> 值得集合
         */
        public List<String> mget(String... keys) {
            Jedis jedis = getJedis();
            List<String> str = jedis.mget(keys);
            closeJedis(jedis);
            return str;
        }

        /**
         * 批量存储记录
         *
         * @param keysvalues 例:keysvalues="key1","value1","key2","value2";
         * @return String 状态码
         */
        public String mset(String... keysvalues) {
            Jedis jedis = getJedis();
            String str = jedis.mset(keysvalues);
            closeJedis(jedis);
            return str;
        }

        /**
         * 获取key对应的值的长度
         *
         * @param key
         * @return value值得长度
         */
        public long strlen(String key) {
            Jedis jedis = getJedis();
            long len = jedis.strlen(key);
            closeJedis(jedis);
            return len;
        }
    }


    //*******************************************Lists*******************************************//
    public class Lists {
        /**
         * List长度
         *
         * @param key
         * @return 长度
         */
        public long llen(String key) {
            return llen(SafeEncoder.encode(key));
        }

        /**
         * List长度
         *
         * @param key
         * @return 长度
         */
        public long llen(byte[] key) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            long count = sjedis.llen(key);
            closeJedis(sjedis);
            return count;
        }

        /**
         * 覆盖操作,将覆盖List中指定位置的值
         *
         * @param key
         * @param index 位置
         * @param value 值
         * @return 状态码
         */
        public String lset(byte[] key, int index, byte[] value) {
            Jedis jedis = getJedis();
            String status = jedis.lset(key, index, value);
            closeJedis(jedis);
            return status;
        }

        /**
         * 覆盖操作,将覆盖List中指定位置的值
         *
         * @param
         * @param index 位置
         * @param value 值
         * @return 状态码
         */
        public String lset(String key, int index, String value) {
            return lset(SafeEncoder.encode(key), index,
                    SafeEncoder.encode(value));
        }

        /**
         * 获取List中指定位置的值
         *
         * @param key
         * @param index 位置
         * @return 值
         **/
        public String lindex(String key, int index) {
            return SafeEncoder.encode(lindex(SafeEncoder.encode(key), index));
        }

        /**
         * 获取List中指定位置的值
         *
         * @param key
         * @param index 位置
         * @return 值
         **/
        public byte[] lindex(byte[] key, int index) {
            Jedis sjedis = getJedis();
            byte[] value = sjedis.lindex(key, index);
            closeJedis(sjedis);
            return value;
        }

        /**
         * 将List中的第一条记录移出List
         *
         * @param key
         * @return 移出的记录
         */
        public String lpop(String key) {
            return SafeEncoder.encode(lpop(SafeEncoder.encode(key)));
        }

        /**
         * 将List中的第一条记录移出List
         *
         * @param key
         * @return 移出的记录
         */
        public byte[] lpop(byte[] key) {
            Jedis jedis = getJedis();
            byte[] value = jedis.lpop(key);
            closeJedis(jedis);
            return value;
        }

        /**
         * 将List中最后第一条记录移出List
         *
         * @param key
         * @return 移出的记录
         */
        public String rpop(String key) {
            Jedis jedis = getJedis();
            String value = jedis.rpop(key);
            closeJedis(jedis);
            return value;
        }

        /**
         * 向List尾部追加记录
         *
         * @param key
         * @param value
         * @return 记录总数
         */
        public long lpush(String key, String value) {
            return lpush(SafeEncoder.encode(key), SafeEncoder.encode(value));
        }

        /**
         * 向List头部追加记录
         *
         * @param key
         * @param value
         * @return 记录总数
         */
        public long rpush(String key, String value) {
            Jedis jedis = getJedis();
            long count = jedis.rpush(key, value);
            closeJedis(jedis);
            return count;
        }

        /**
         * 向List头部追加记录
         *
         * @param key
         * @param value
         * @return 记录总数
         */
        public long rpush(byte[] key, byte[] value) {
            Jedis jedis = getJedis();
            long count = jedis.rpush(key, value);
            closeJedis(jedis);
            return count;
        }

        /**
         * 向List中追加记录
         *
         * @param key
         * @param value
         * @return 记录总数
         */
        public long lpush(byte[] key, byte[] value) {
            Jedis jedis = getJedis();
            long count = jedis.lpush(key, value);
            closeJedis(jedis);
            return count;
        }

        /**
         * 获取指定范围的记录,可以做为分页使用
         *
         * @param key
         * @param start
         * @param end
         * @return List
         */
        public List<String> lrange(String key, long start, long end) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            List<String> list = sjedis.lrange(key, start, end);
            closeJedis(sjedis);
            return list;
        }

        /**
         * 获取指定范围的记录,可以做为分页使用
         *
         * @param key
         * @param start
         * @param end   如果为负数,则尾部开始计算
         * @return List
         */
        public List<byte[]> lrange(byte[] key, int start, int end) {
            //ShardedJedis sjedis = getShardedJedis();
            Jedis sjedis = getJedis();
            List<byte[]> list = sjedis.lrange(key, start, end);
            closeJedis(sjedis);
            return list;
        }

        /**
         * 删除List中c条记录,被删除的记录值为value
         *
         * @param key
         * @param c     要删除的数量,如果为负数则从List的尾部检查并删除符合的记录
         * @param value 要匹配的值
         * @return 删除后的List中的记录数
         */
        public long lrem(byte[] key, int c, byte[] value) {
            Jedis jedis = getJedis();
            long count = jedis.lrem(key, c, value);
            closeJedis(jedis);
            return count;
        }

        /**
         * 删除List中c条记录,被删除的记录值为value
         *
         * @param key
         * @param c     要删除的数量,如果为负数则从List的尾部检查并删除符合的记录
         * @param value 要匹配的值
         * @return 删除后的List中的记录数
         */
        public long lrem(String key, int c, String value) {
            return lrem(SafeEncoder.encode(key), c, SafeEncoder.encode(value));
        }

        /**
         * 算是删除吧,只保留start与end之间的记录
         *
         * @param key
         * @param start 记录的开始位置(0表示第一条记录)
         * @param end   记录的结束位置(如果为-1则表示最后一个,-2,-3以此类推)
         * @return 执行状态码
         */
        public String ltrim(byte[] key, int start, int end) {
            Jedis jedis = getJedis();
            String str = jedis.ltrim(key, start, end);
            closeJedis(jedis);
            return str;
        }

        /**
         * 算是删除吧,只保留start与end之间的记录
         *
         * @param key
         * @param start 记录的开始位置(0表示第一条记录)
         * @param end   记录的结束位置(如果为-1则表示最后一个,-2,-3以此类推)
         * @return 执行状态码
         */
        public String ltrim(String key, int start, int end) {
            return ltrim(SafeEncoder.encode(key), start, end);
        }
    }

    public static void main(String[] args) {
        Map<String, Object> map = Maps.newHashMap();
        map.put("1", 1);
        map.put("2", "sfasdfa");
        map.put("3", "sfawrwere3fa");

        String werwe = RedisUtil.getInstance().strings().set("werwe", JSON.toJSONString(map));


//        RedisUtil.getInstance().lists().lpush("BIGDATA:TENANT_GROUP:LIST_COMUPUTE_SQL",
//        "{\"groupId\":39,\"version\":\"2020_02_19\",\"sqlRule\":\"{\\\"operator\\\":\\\"and\\\",\\\"conditions\\\":[{\\\"operator\\\":\\\"or\\\",\\\"sqls\\\":[\\\"select user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'consumer_attributes' and second_classification = 'place_dimension' and third_classification = 'all_channel' and fourth_classification = 'place_order_cnt'   group by user_no having count(*) <= 3 \\\",\\\"select user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'consumer_attributes' and second_classification = 'finish_dimension' and third_classification = 'carsh' and fourth_classification = 'avg_order_amount'   group by user_no having count(*) <= 4 \\\"]}]}\"}"
//                );

//        RedisUtil.getInstance().lists().lpush("BIGDATA:TENANT_GROUP:LIST_COMUPUTE_SQL",
//                "{\"groupId\":33,\"version\":\"2020_02_19\",\"sqlRule\":\"{\\\"operator\\\":\\\"or\\\",\\\"conditions\\\":[{\\\"operator\\\":\\\"or\\\",\\\"sqls\\\":[\\\"select user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'consumer_attributes' and second_classification = 'place_dimension' and third_classification = 'carsh' and fourth_classification = 'place_order_cnt'   and options between '2019-12-20' and '2020-02-18' group by user_no having count(*) >= 2 \\\",\\\"select distinct user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'user_preferences' and second_classification = 'site_takeaway' and third_classification = 'shop_preferences' and  detail  not in ('三品王餐饮') \\\"]}]}\"}"
//        );
//
//        RedisUtil.getInstance().lists().lpush("BIGDATA:TENANT_GROUP:LIST_COMUPUTE_SQL",
//        "{\"groupId\":36,\"version\":\"2020_02_19\",\"sqlRule\":\"{\\\"operator\\\":\\\"and\\\",\\\"conditions\\\":[{\\\"operator\\\":\\\"or\\\",\\\"sqls\\\":[\\\"select user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'consumer_attributes' and second_classification = 'place_dimension' and third_classification = 'all_channel' and fourth_classification = 'place_order_cnt'   group by user_no having count(*) <= 5 \\\",\\\"select distinct user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'user_coupon_attributes' and second_classification = 'use' and third_classification = 'used' and fourth_classification = 'coupon_id' and  detail  not in ('1122160070776991744') \\\"]}]}\"}"
//        );
//
//        RedisUtil.getInstance().lists().lpush("BIGDATA:TENANT_GROUP:LIST_COMUPUTE_SQL",
//        "{\"groupId\":37,\"version\":\"2020_02_19\",\"sqlRule\":\"{\\\"operator\\\":\\\"and\\\",\\\"conditions\\\":[{\\\"operator\\\":\\\"or\\\",\\\"sqls\\\":[\\\"select distinct user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'user_coupon_attributes' and second_classification = 'receive' and third_classification = 'not_received' and fourth_classification = 'coupon_id' and  detail  not in ('1123072501900648448','1123072740208050176') \\\",\\\"select distinct user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'user_coupon_attributes' and second_classification = 'use' and third_classification = 'used' and fourth_classification = 'coupon_id' and  detail  not in ('1123068680860237824') \\\"]}]}\"}"
//        );

        RedisUtil.getInstance().lists().lpush("BIGDATA:TENANT_GROUP:LIST_COMUPUTE_SQL",
          "{\"groupId\":38,\"version\":\"2020_02_19\",\"sqlRule\":\"{\\\"operator\\\":\\\"and\\\",\\\"conditions\\\":[{\\\"operator\\\":\\\"and\\\",\\\"sqls\\\":[\\\"select distinct user_no from crgt.ads_user_portrait_vertical_df_cls where first_classification = 'user_coupon_attributes' and second_classification = 'use' and third_classification = 'not_used' and fourth_classification = 'coupon_id' and  detail  not in ('1123072501900648448','1123072740208050176') \\\"]}]}\"}"
        );

        String werwe2 = RedisUtil.getInstance().hash().hget("hash.imei", "333");
        String s = RedisUtil.getInstance().strings().get("werwe");
        System.out.println(s);


        System.out.println(werwe2);

    }
}

           

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