Flink基于yarn常驻进程服务监控

阳光穿透心脏的1/2处 2022-12-05 15:09 147阅读 0赞

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 
 * 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 
 * 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 
 *
 * @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 
 * 例:String str1="123456789"; 
 * 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;
 }
 
 /**
 * 可以作为获取唯一id的方法 
 * 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 
 * 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);
 
 }
 }