• Jedis对Redis的操作详解


    Redis五大数据类型详解

    JedisUtil

    这里的测试用例采用junit4进行运行,准备代码如下:

    private static final String ipAddr = "10.10.195.112";
        private static final int port = 6379;
        private static Jedis jedis= null;
     
        @BeforeClass
        public static void init()
        {
            jedis = JedisUtil.getInstance().getJedis(ipAddr, port);
        }
     
        @AfterClass
        public static void close()
        {
            JedisUtil.getInstance().closeJedis(jedis,ipAddr, port);
        }
    

    其中JedisUtil是对jedis做的简单封装,代码如下:

    import org.apache.log4j.Logger;
     
    import java.util.HashMap;
    import java.util.Map;
     
    import redis.clients.jedis.Jedis;
    import redis.clients.jedis.JedisPool;
    import redis.clients.jedis.JedisPoolConfig;
     
    public class JedisUtil
    {
        private Logger logger = Logger.getLogger(this.getClass().getName());
     
        private JedisUtil(){}
     
        private static class RedisUtilHolder{
            private static final JedisUtil instance = new JedisUtil();
        }
     
        public static JedisUtil getInstance(){
            return RedisUtilHolder.instance;
        }
     
        private static Map<String,JedisPool> maps = new HashMap<String,JedisPool>();
     
        private static JedisPool getPool(String ip, int port){
            String key = ip+":"+port;
            JedisPool pool = null;
            if(!maps.containsKey(key))
            {
                JedisPoolConfig config = new JedisPoolConfig();
                config.setMaxActive(RedisConfig.MAX_ACTIVE);
                config.setMaxIdle(RedisConfig.MAX_IDLE);
                config.setMaxWait(RedisConfig.MAX_WAIT);
                config.setTestOnBorrow(true);
                config.setTestOnReturn(true);
     
                pool = new JedisPool(config,ip,port,RedisConfig.TIMEOUT);
                maps.put(key, pool);
            }
            else
            {
                pool = maps.get(key);
            }
            return pool;        
        }
     
        public Jedis getJedis(String ip, int port)
        {
            Jedis jedis = null;
            int count = 0;
            do
            {
                try
                {
                    jedis = getPool(ip,port).getResource();
                }
                catch (Exception e)
                {
                    logger.error("get redis master1 failed!",e);
                    getPool(ip,port).returnBrokenResource(jedis);
                }
            }
            while(jedis == null && count<RedisConfig.RETRY_NUM);
            return jedis;
        }
     
        public void closeJedis(Jedis jedis, String ip, int port){
            if(jedis != null)
            {
                getPool(ip,port).returnResource(jedis);
            }
        }
    }
     
    public class RedisConfig
    {
        //可用连接实例的最大数目,默认值为8;
        //如果赋值为-1,则表示不限制;如果pool已经分配了maxActive个jedis实例,则此时pool的状态为exhausted(耗尽)。
        public static int MAX_ACTIVE = 1024;
     
        //控制一个pool最多有多少个状态为idle(空闲的)的jedis实例,默认值也是8。
        public static int MAX_IDLE = 200;
     
        //等待可用连接的最大时间,单位毫秒,默认值为-1,表示永不超时。如果超过等待时间,则直接抛出JedisConnectionException;
        public static int MAX_WAIT = 10000;
     
        public static int TIMEOUT = 10000;
     
        public static int RETRY_NUM = 5;
    

    键操作

    @Test public void testKey() throws InterruptedException
       {
           System.out.println("清空数据:"+jedis.flushDB());
           System.out.println("判断某个键是否存在:"+jedis.exists("username"));
           System.out.println("新增<'username','zzh'>的键值对:"+jedis.set("username", "zzh"));
           System.out.println(jedis.exists("name"));
           System.out.println("新增<'password','password'>的键值对:"+jedis.set("password", "password"));
           System.out.print("系统中所有的键如下:");
           Set<String> keys = jedis.keys("*");
           System.out.println(keys);
           System.out.println("删除键password:"+jedis.del("password"));
           System.out.println("判断键password是否存在:"+jedis.exists("password"));
           System.out.println("设置键username的过期时间为5s:"+jedis.expire("username", 5));
           TimeUnit.SECONDS.sleep(2);
           System.out.println("查看键username的剩余生存时间:"+jedis.ttl("username"));
           System.out.println("移除键username的生存时间:"+jedis.persist("username"));
           System.out.println("查看键username的剩余生存时间:"+jedis.ttl("username"));
           System.out.println("查看键username所存储的值的类型:"+jedis.type("username"));
       }
    

    输出结果:

    清空数据:OK
    判断某个键是否存在:false
    新增<'username','zzh'>的键值对:OK
    false
    新增<'password','password'>的键值对:OK
    系统中所有的键如下:[username, password]
    删除键password:1
    判断键password是否存在:false
    设置键username的过期时间为5s:1
    查看键username的剩余生存时间:3
    移除键username的生存时间:1
    查看键username的剩余生存时间:-1
    查看键username所存储的值的类型:string

    字符串操作

    在Redis里面,字符串可以存储三种类型的值:

    • 字节串(byte string)
    • 整数
    • 浮点数

    字节串

    @Test public void testString() throws InterruptedException
      {
          jedis.flushDB();
          System.out.println("===========增加数据===========");
          System.out.println(jedis.set("key1","value1"));
          System.out.println(jedis.set("key2","value2"));
          System.out.println(jedis.set("key3", "value3"));
          System.out.println("删除键key2:"+jedis.del("key2"));
          System.out.println("获取键key2:"+jedis.get("key2"));
          System.out.println("修改key1:"+jedis.set("key1", "value1Changed"));
          System.out.println("获取key1的值:"+jedis.get("key1"));
          System.out.println("在key3后面加入值:"+jedis.append("key3", "End"));
          System.out.println("key3的值:"+jedis.get("key3"));
          System.out.println("增加多个键值对:"+jedis.mset("key01","value01","key02","value02","key03","value03"));
          System.out.println("获取多个键值对:"+jedis.mget("key01","key02","key03"));
          System.out.println("获取多个键值对:"+jedis.mget("key01","key02","key03","key04"));
          System.out.println("删除多个键值对:"+jedis.del(new String[]{"key01","key02"}));
          System.out.println("获取多个键值对:"+jedis.mget("key01","key02","key03"));
     
          jedis.flushDB();
          System.out.println("===========新增键值对防止覆盖原先值==============");
          System.out.println(jedis.setnx("key1", "value1"));
          System.out.println(jedis.setnx("key2", "value2"));
          System.out.println(jedis.setnx("key2", "value2-new"));
          System.out.println(jedis.get("key1"));
          System.out.println(jedis.get("key2"));
     
          System.out.println("===========新增键值对并设置有效时间=============");
          System.out.println(jedis.setex("key3", 2, "value3"));
          System.out.println(jedis.get("key3"));
          TimeUnit.SECONDS.sleep(3);
          System.out.println(jedis.get("key3"));
     
          System.out.println("===========获取原值,更新为新值==========");//GETSET is an atomic set this value and return the old value command.
          System.out.println(jedis.getSet("key2", "key2GetSet"));
          System.out.println(jedis.get("key2"));
     
          System.out.println("获得key2的值的字串:"+jedis.getrange("key2", 2, 4));
      }
    

    输出结果:

    ===========增加数据===========
    OK
    OK
    OK
    删除键key2:1
    获取键key2:null
    修改key1:OK
    获取key1的值:value1Changed
    在key3后面加入值:9
    key3的值:value3End
    增加多个键值对:OK
    获取多个键值对:[value01, value02, value03]
    获取多个键值对:[value01, value02, value03, null]
    删除多个键值对:2
    获取多个键值对:[null, null, value03]
    ===========新增键值对防止覆盖原先值==============
    1
    1
    0
    value1
    value2
    ===========新增键值对并设置有效时间=============
    OK
    value3
    null
    ===========获取原值,更新为新值==========
    value2
    key2GetSet
    获得key2的值的字串:y2G
    memcached和redis同样有append的操作,但是memcached有prepend的操作,redis中并没有。

    整数和浮点数

    @Test public void testNumber()
       {
           jedis.flushDB();
           jedis.set("key1", "1");
           jedis.set("key2", "2");
           jedis.set("key3", "2.3");
           System.out.println("key1的值:"+jedis.get("key1"));
           System.out.println("key2的值:"+jedis.get("key2"));
           System.out.println("key1的值加1:"+jedis.incr("key1"));
           System.out.println("获取key1的值:"+jedis.get("key1"));
           System.out.println("key2的值减1:"+jedis.decr("key2"));
           System.out.println("获取key2的值:"+jedis.get("key2"));
           System.out.println("将key1的值加上整数5:"+jedis.incrBy("key1", 5));
           System.out.println("获取key1的值:"+jedis.get("key1"));
           System.out.println("将key2的值减去整数5:"+jedis.decrBy("key2", 5));
           System.out.println("获取key2的值:"+jedis.get("key2"));
       }
    

    输出结果:

    key1的值:1
    key2的值:2
    key1的值加1:2
    获取key1的值:2
    key2的值减1:1
    获取key2的值:1
    将key1的值加上整数5:7
    获取key1的值:7
    将key2的值减去整数5:-4
    获取key2的值:-4
    在redis2.6或以上版本中有这个命令:incrbyfloat,即将键存储的值加上浮点数amount,jedis-2.1.0中不支持这一操作。

    列表

    @Test public void testList()
    {
        jedis.flushDB();
        System.out.println("===========添加一个list===========");
        jedis.lpush("collections", "ArrayList", "Vector", "Stack", "HashMap", "WeakHashMap", "LinkedHashMap");
        jedis.lpush("collections", "HashSet");
        jedis.lpush("collections", "TreeSet");
        jedis.lpush("collections", "TreeMap");
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));//-1代表倒数第一个元素,-2代表倒数第二个元素
        System.out.println("collections区间0-3的元素:"+jedis.lrange("collections",0,3));
        System.out.println("===============================");
        // 删除列表指定的值 ,第二个参数为删除的个数(有重复时),后add进去的值先被删,类似于出栈
        System.out.println("删除指定元素个数:"+jedis.lrem("collections", 2, "HashMap"));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("删除下表0-3区间之外的元素:"+jedis.ltrim("collections", 0, 3));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("collections列表出栈(左端):"+jedis.lpop("collections"));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("collections添加元素,从列表右端,与lpush相对应:"+jedis.rpush("collections", "EnumMap"));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("collections列表出栈(右端):"+jedis.rpop("collections"));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("修改collections指定下标1的内容:"+jedis.lset("collections", 1, "LinkedArrayList"));
        System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
        System.out.println("===============================");
        System.out.println("collections的长度:"+jedis.llen("collections"));
        System.out.println("获取collections下标为2的元素:"+jedis.lindex("collections", 2));
        System.out.println("===============================");
        jedis.lpush("sortedList", "3","6","2","0","7","4");
        System.out.println("sortedList排序前:"+jedis.lrange("sortedList", 0, -1));
        System.out.println(jedis.sort("sortedList"));
        System.out.println("sortedList排序后:"+jedis.lrange("sortedList", 0, -1));
    }
    

    输出结果:

    ===========添加一个list===========
    collections的内容:[TreeMap, TreeSet, HashSet, LinkedHashMap, WeakHashMap, HashMap, Stack, Vector, ArrayList]
    collections区间0-3的元素:[TreeMap, TreeSet, HashSet, LinkedHashMap]
    ===============================
    删除指定元素个数:1
    collections的内容:[TreeMap, TreeSet, HashSet, LinkedHashMap, WeakHashMap, Stack, Vector, ArrayList]
    删除下表0-3区间之外的元素:OK
    collections的内容:[TreeMap, TreeSet, HashSet, LinkedHashMap]
    collections列表出栈(左端):TreeMap
    collections的内容:[TreeSet, HashSet, LinkedHashMap]
    collections添加元素,从列表右端,与lpush相对应:4
    collections的内容:[TreeSet, HashSet, LinkedHashMap, EnumMap]
    collections列表出栈(右端):EnumMap
    collections的内容:[TreeSet, HashSet, LinkedHashMap]
    修改collections指定下标1的内容:OK
    collections的内容:[TreeSet, LinkedArrayList, LinkedHashMap]
    ===============================
    collections的长度:3
    获取collections下标为2的元素:LinkedHashMap
    ===============================
    sortedList排序前:[4, 7, 0, 2, 6, 3]
    [0, 2, 3, 4, 6, 7]
    sortedList排序后:[4, 7, 0, 2, 6, 3]
     
    Redis中还有阻塞式的列表弹出命令以及在列表之间移动元素的命令:blpop, brpop, rpoplpush, brpoplpush等。

    集合(Set)

    @Test public void testSet()
      {
          jedis.flushDB();
          System.out.println("============向集合中添加元素============");
          System.out.println(jedis.sadd("eleSet", "e1","e2","e4","e3","e0","e8","e7","e5"));
          System.out.println(jedis.sadd("eleSet", "e6"));
          System.out.println(jedis.sadd("eleSet", "e6"));
          System.out.println("eleSet的所有元素为:"+jedis.smembers("eleSet"));
          System.out.println("删除一个元素e0:"+jedis.srem("eleSet", "e0"));
          System.out.println("eleSet的所有元素为:"+jedis.smembers("eleSet"));
          System.out.println("删除两个元素e7和e6:"+jedis.srem("eleSet", "e7","e6"));
          System.out.println("eleSet的所有元素为:"+jedis.smembers("eleSet"));
          System.out.println("随机的移除集合中的一个元素:"+jedis.spop("eleSet"));
          System.out.println("随机的移除集合中的一个元素:"+jedis.spop("eleSet"));
          System.out.println("eleSet的所有元素为:"+jedis.smembers("eleSet"));
          System.out.println("eleSet中包含元素的个数:"+jedis.scard("eleSet"));
          System.out.println("e3是否在eleSet中:"+jedis.sismember("eleSet", "e3"));
          System.out.println("e1是否在eleSet中:"+jedis.sismember("eleSet", "e1"));
          System.out.println("e1是否在eleSet中:"+jedis.sismember("eleSet", "e5"));
          System.out.println("=================================");
          System.out.println(jedis.sadd("eleSet1", "e1","e2","e4","e3","e0","e8","e7","e5"));
          System.out.println(jedis.sadd("eleSet2", "e1","e2","e4","e3","e0","e8"));
          System.out.println("将eleSet1中删除e1并存入eleSet3中:"+jedis.smove("eleSet1", "eleSet3", "e1"));
          System.out.println("将eleSet1中删除e2并存入eleSet3中:"+jedis.smove("eleSet1", "eleSet3", "e2"));
          System.out.println("eleSet1中的元素:"+jedis.smembers("eleSet1"));
          System.out.println("eleSet3中的元素:"+jedis.smembers("eleSet3"));
          System.out.println("============集合运算=================");
          System.out.println("eleSet1中的元素:"+jedis.smembers("eleSet1"));
          System.out.println("eleSet2中的元素:"+jedis.smembers("eleSet2"));
          System.out.println("eleSet1和eleSet2的交集:"+jedis.sinter("eleSet1","eleSet2"));
          System.out.println("eleSet1和eleSet2的并集:"+jedis.sunion("eleSet1","eleSet2"));
          System.out.println("eleSet1和eleSet2的差集:"+jedis.sdiff("eleSet1","eleSet2"));//eleSet1中有,eleSet2中没有
      }
    

    输出结果:

    ============向集合中添加元素============
    8
    1
    0
    eleSet的所有元素为:[e3, e4, e1, e2, e0, e8, e7, e6, e5]
    删除一个元素e0:1
    eleSet的所有元素为:[e3, e4, e1, e2, e8, e7, e6, e5]
    删除两个元素e7和e6:2
    eleSet的所有元素为:[e3, e4, e1, e2, e8, e5]
    随机的移除集合中的一个元素:e5
    随机的移除集合中的一个元素:e2
    eleSet的所有元素为:[e3, e4, e1, e8]
    eleSet中包含元素的个数:4
    e3是否在eleSet中:true
    e1是否在eleSet中:true
    e1是否在eleSet中:false
    =================================
    8
    6
    将eleSet1中删除e1并存入eleSet3中:1
    将eleSet1中删除e2并存入eleSet3中:1
    eleSet1中的元素:[e3, e4, e0, e8, e7, e5]
    eleSet3中的元素:[e1, e2]
    ============集合运算=================
    eleSet1中的元素:[e3, e4, e0, e8, e7, e5]
    eleSet2中的元素:[e3, e4, e1, e2, e0, e8]
    eleSet1和eleSet2的交集:[e3, e4, e0, e8]
    eleSet1和eleSet2的并集:[e3, e4, e1, e2, e0, e8, e7, e5]
    eleSet1和eleSet2的差集:[e7, e5]

    关于Set还有一些其他命令:srandmember, sdiffstore, sinterstore, sunionstore等。

    散列

    @Test public void testHash()
        {
            jedis.flushDB();
            Map<String,String> map = new HashMap<>();
            map.put("key1","value1");
            map.put("key2","value2");
            map.put("key3","value3");
            map.put("key4","value4");
            jedis.hmset("hash",map);
            jedis.hset("hash", "key5", "value5");
            System.out.println("散列hash的所有键值对为:"+jedis.hgetAll("hash"));//return Map<String,String>
            System.out.println("散列hash的所有键为:"+jedis.hkeys("hash"));//return Set<String>
            System.out.println("散列hash的所有值为:"+jedis.hvals("hash"));//return List<String>
            System.out.println("将key6保存的值加上一个整数,如果key6不存在则添加key6:"+jedis.hincrBy("hash", "key6", 6));
            System.out.println("散列hash的所有键值对为:"+jedis.hgetAll("hash"));
            System.out.println("将key6保存的值加上一个整数,如果key6不存在则添加key6:"+jedis.hincrBy("hash", "key6", 3));
            System.out.println("散列hash的所有键值对为:"+jedis.hgetAll("hash"));
            System.out.println("删除一个或者多个键值对:"+jedis.hdel("hash", "key2"));
            System.out.println("散列hash的所有键值对为:"+jedis.hgetAll("hash"));
            System.out.println("散列hash中键值对的个数:"+jedis.hlen("hash"));
            System.out.println("判断hash中是否存在key2:"+jedis.hexists("hash","key2"));
            System.out.println("判断hash中是否存在key3:"+jedis.hexists("hash","key3"));
            System.out.println("获取hash中的值:"+jedis.hmget("hash","key3"));
            System.out.println("获取hash中的值:"+jedis.hmget("hash","key3","key4"));
        }
    

    输出结果:

    散列hash的所有键值对为:{key4=value4, key3=value3, key5=value5, key2=value2, key1=value1}
    散列hash的所有键为:[key4, key3, key5, key2, key1]
    散列hash的所有值为:[value4, value3, value1, value2, value5]
    将key6保存的值加上一个整数,如果key6不存在则添加key6:6
    散列hash的所有键值对为:{key4=value4, key3=value3, key6=6, key5=value5, key2=value2, key1=value1}
    将key6保存的值加上一个整数,如果key6不存在则添加key6:9
    散列hash的所有键值对为:{key4=value4, key3=value3, key6=9, key5=value5, key2=value2, key1=value1}
    删除一个或者多个键值对:1
    散列hash的所有键值对为:{key4=value4, key3=value3, key6=9, key5=value5, key1=value1}
    散列hash中键值对的个数:5
    判断hash中是否存在key2:false
    判断hash中是否存在key3:true
    获取hash中的值:[value3]
    获取hash中的值:[value3, value4]

    有序集合

    @Test public void testSortedSet()
        {
            jedis.flushDB();
            Map<Double,String> map = new HashMap<>();
            map.put(1.2,"key2");
            map.put(4.0, "key3");
            map.put(5.0,"key4");
            map.put(0.2,"key5");
            System.out.println(jedis.zadd("zset", 3,"key1"));
            System.out.println(jedis.zadd("zset",map));
            System.out.println("zset中的所有元素:"+jedis.zrange("zset", 0, -1));
            System.out.println("zset中的所有元素:"+jedis.zrangeWithScores("zset", 0, -1));
            System.out.println("zset中的所有元素:"+jedis.zrangeByScore("zset", 0,100));
            System.out.println("zset中的所有元素:"+jedis.zrangeByScoreWithScores("zset", 0,100));
            System.out.println("zset中key2的分值:"+jedis.zscore("zset", "key2"));
            System.out.println("zset中key2的排名:"+jedis.zrank("zset", "key2"));
            System.out.println("删除zset中的元素key3:"+jedis.zrem("zset", "key3"));
            System.out.println("zset中的所有元素:"+jedis.zrange("zset", 0, -1));
            System.out.println("zset中元素的个数:"+jedis.zcard("zset"));
            System.out.println("zset中分值在1-4之间的元素的个数:"+jedis.zcount("zset", 1, 4));
            System.out.println("key2的分值加上5:"+jedis.zincrby("zset", 5, "key2"));
            System.out.println("key3的分值加上4:"+jedis.zincrby("zset", 4, "key3"));
            System.out.println("zset中的所有元素:"+jedis.zrange("zset", 0, -1));
        }
    

     输出结果:

    1
    4
    zset中的所有元素:[key5, key2, key1, key3, key4]
    zset中的所有元素:[[[107, 101, 121, 53],0.2], [[107, 101, 121, 50],1.2], [[107, 101, 121, 49],3.0], [[107, 101, 121, 51],4.0], [[107, 101, 121, 52],5.0]]
    zset中的所有元素:[key5, key2, key1, key3, key4]
    zset中的所有元素:[[[107, 101, 121, 53],0.2], [[107, 101, 121, 50],1.2], [[107, 101, 121, 49],3.0], [[107, 101, 121, 51],4.0], [[107, 101, 121, 52],5.0]]
    zset中key2的分值:1.2
    zset中key2的排名:1
    删除zset中的元素key3:1
    zset中的所有元素:[key5, key2, key1, key4]
    zset中元素的个数:4
    zset中分值在1-4之间的元素的个数:2
    key2的分值加上5:6.2
    key3的分值加上4:4.0
    zset中的所有元素:[key5, key1, key3, key4, key2]
     
    有序集合还有诸如zinterstore, zunionstore, zremrangebyscore, zremrangebyrank, zrevrank, zrevrange, zrangebyscore等命令。

    排序sort

    @Test public void testSort()
      {
          jedis.flushDB();
          jedis.lpush("collections", "ArrayList", "Vector", "Stack", "HashMap", "WeakHashMap", "LinkedHashMap");
          System.out.println("collections的内容:"+jedis.lrange("collections", 0, -1));
          SortingParams sortingParameters = new SortingParams();
          System.out.println(jedis.sort("collections",sortingParameters.alpha()));
          System.out.println("===============================");
          jedis.lpush("sortedList", "3","6","2","0","7","4");
          System.out.println("sortedList排序前:"+jedis.lrange("sortedList", 0, -1));
          System.out.println("升序:"+jedis.sort("sortedList", sortingParameters.asc()));
          System.out.println("升序:"+jedis.sort("sortedList", sortingParameters.desc()));
          System.out.println("===============================");
          jedis.lpush("userlist", "33");  
          jedis.lpush("userlist", "22");  
          jedis.lpush("userlist", "55");  
          jedis.lpush("userlist", "11");  
          jedis.hset("user:66", "name", "66");  
          jedis.hset("user:55", "name", "55");  
          jedis.hset("user:33", "name", "33");  
          jedis.hset("user:22", "name", "79");  
          jedis.hset("user:11", "name", "24");  
          jedis.hset("user:11", "add", "beijing");  
          jedis.hset("user:22", "add", "shanghai");  
          jedis.hset("user:33", "add", "guangzhou");  
          jedis.hset("user:55", "add", "chongqing");  
          jedis.hset("user:66", "add", "xi'an");  
          sortingParameters = new SortingParams();
          sortingParameters.get("user:*->name");  
          sortingParameters.get("user:*->add"); 
          System.out.println(jedis.sort("userlist",sortingParameters));
      }
    

    输出结果:

    collections的内容:[LinkedHashMap, WeakHashMap, HashMap, Stack, Vector, ArrayList]
    [ArrayList, HashMap, LinkedHashMap, Stack, Vector, WeakHashMap]
    ===============================
    sortedList排序前:[4, 7, 0, 2, 6, 3]
    升序:[0, 2, 3, 4, 6, 7]
    升序:[7, 6, 4, 3, 2, 0]
    ===============================
    [24, beijing, 79, shanghai, 33, guangzhou, 55, chongqing]
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  • 原文地址:https://www.cnblogs.com/47Gamer/p/13709567.html
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