Jedis對redis的操作詳解

Jedis對redis的操作詳解

Jedis對redis的操作詳解


本篇主要闡述Jedis對redis的五大類型的操作:字符串、列表、散列、集合、有序集合。

JedisUtil

這裡的測試用例採用junit4進行運行,準備代碼如下:

 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是對jedis做的簡單封裝,代碼如下:

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 maps = new HashMap();
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 return jedis;
}
public void closeJedis(Jedis jedis, String ip, int port){
if(jedis != null)
{
getPool(ip,port).returnResource(jedis);

}
}
}
public class RedisConfig
{
//可用連接實例的最大數目,默認值為8;
//如果賦值為-1,則表示不限制;如果pool已經分配了maxActive個jedis實例,則此時pool的狀態為exhausted(耗盡)。
public static int MAX_ACTIVE = 1024;
//控制一個pool最多有多少個狀態為idle(空閒的)的jedis實例,默認值也是8。
public static int MAX_IDLE = 200;
//等待可用連接的最大時間,單位毫秒,默認值為-1,表示永不超時。如果超過等待時間,則直接拋出JedisConnectionException;
public static int MAX_WAIT = 10000;
public static int TIMEOUT = 10000;
public static int RETRY_NUM = 5;
}

鍵操作

@Test public void testKey() throws InterruptedException
{
System.out.println("清空數據:"+jedis.flushDB());
System.out.println("判斷某個鍵是否存在:"+jedis.exists("username"));
System.out.println("新增的鍵值對:"+jedis.set("username", "zzh"));
System.out.println(jedis.exists("name"));
System.out.println("新增的鍵值對:"+jedis.set("password", "password"));
System.out.print("系統中所有的鍵如下:");
Set keys = jedis.keys("*");

System.out.println(keys);
System.out.println("刪除鍵password:"+jedis.del("password"));
System.out.println("判斷鍵password是否存在:"+jedis.exists("password"));
System.out.println("設置鍵username的過期時間為5s:"+jedis.expire("username", 5));
TimeUnit.SECONDS.sleep(2);
System.out.println("查看鍵username的剩餘生存時間:"+jedis.ttl("username"));
System.out.println("移除鍵username的生存時間:"+jedis.persist("username"));
System.out.println("查看鍵username的剩餘生存時間:"+jedis.ttl("username"));
System.out.println("查看鍵username所存儲的值的類型:"+jedis.type("username"));
}

輸出結果:

清空數據:OK
判斷某個鍵是否存在:false
新增的鍵值對:OK
false
新增的鍵值對:OK
系統中所有的鍵如下:[username, password]
刪除鍵password:1
判斷鍵password是否存在:false
設置鍵username的過期時間為5s:1
查看鍵username的剩餘生存時間:3
移除鍵username的生存時間:1
查看鍵username的剩餘生存時間:-1
查看鍵username所存儲的值的類型:string

字符串操作

在Redis裡面,字符串可以存儲三種類型的值:

  • 字節串(byte string)
  • 整數
  • 浮點數

字節串

@Test public void testString() throws InterruptedException
{
jedis.flushDB();
System.out.println("===========增加數據===========");
System.out.println(jedis.set("key1","value1"));
System.out.println(jedis.set("key2","value2"));
System.out.println(jedis.set("key3", "value3"));
System.out.println("刪除鍵key2:"+jedis.del("key2"));
System.out.println("獲取鍵key2:"+jedis.get("key2"));
System.out.println("修改key1:"+jedis.set("key1", "value1Changed"));
System.out.println("獲取key1的值:"+jedis.get("key1"));
System.out.println("在key3後面加入值:"+jedis.append("key3", "End"));
System.out.println("key3的值:"+jedis.get("key3"));
System.out.println("增加多個鍵值對:"+jedis.mset("key01","value01","key02","value02","key03","value03"));
System.out.println("獲取多個鍵值對:"+jedis.mget("key01","key02","key03"));
System.out.println("獲取多個鍵值對:"+jedis.mget("key01","key02","key03","key04"));
System.out.println("刪除多個鍵值對:"+jedis.del(new String[]{"key01","key02"}));
System.out.println("獲取多個鍵值對:"+jedis.mget("key01","key02","key03"));
jedis.flushDB();
System.out.println("===========新增鍵值對防止覆蓋原先值==============");
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("===========新增鍵值對並設置有效時間=============");
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("===========獲取原值,更新為新值==========");//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("獲得key2的值的字串:"+jedis.getrange("key2", 2, 4));
}

輸出結果:

===========增加數據===========
OK
OK
OK
刪除鍵key2:1
獲取鍵key2:null
修改key1:OK
獲取key1的值:value1Changed
在key3後面加入值:9
key3的值:value3End
增加多個鍵值對:OK
獲取多個鍵值對:[value01, value02, value03]
獲取多個鍵值對:[value01, value02, value03, null]
刪除多個鍵值對:2
獲取多個鍵值對:[null, null, value03]
===========新增鍵值對防止覆蓋原先值==============
1
1
0
value1
value2
===========新增鍵值對並設置有效時間=============
OK
value3

null
===========獲取原值,更新為新值==========
value2
key2GetSet
獲得key2的值的字串:y2G

整數和浮點數

@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("獲取key1的值:"+jedis.get("key1"));
System.out.println("key2的值減1:"+jedis.decr("key2"));
System.out.println("獲取key2的值:"+jedis.get("key2"));
System.out.println("將key1的值加上整數5:"+jedis.incrBy("key1", 5));
System.out.println("獲取key1的值:"+jedis.get("key1"));
System.out.println("將key2的值減去整數5:"+jedis.decrBy("key2", 5));
System.out.println("獲取key2的值:"+jedis.get("key2"));
}

輸出結果:

key1的值:1
key2的值:2
key1的值加1:2
獲取key1的值:2
key2的值減1:1
獲取key2的值:1
將key1的值加上整數5:7

獲取key1的值:7
將key2的值減去整數5:-4
獲取key2的值:-4
在redis2.6或以上版本中有這個命令:incrbyfloat,即將鍵存儲的值加上浮點數amount,jedis-2.1.0中不支持這一操作。

列表

@Test public void testList()
{
jedis.flushDB();
System.out.println("===========添加一個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的內容:"+jedis.lrange("collections", 0, -1));//-1代表倒數第一個元素,-2代表倒數第二個元素
System.out.println("collections區間0-3的元素:"+jedis.lrange("collections",0,3));
System.out.println("===============================");
// 刪除列表指定的值 ,第二個參數為刪除的個數(有重複時),後add進去的值先被刪,類似於出棧
System.out.println("刪除指定元素個數:"+jedis.lrem("collections", 2, "HashMap"));
System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("刪除下表0-3區間之外的元素:"+jedis.ltrim("collections", 0, 3));
System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("collections列表出棧(左端):"+jedis.lpop("collections"));
System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("collections添加元素,從列表右端,與lpush相對應:"+jedis.rpush("collections", "EnumMap"));
System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("collections列表出棧(右端):"+jedis.rpop("collections"));

System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("修改collections指定下標1的內容:"+jedis.lset("collections", 1, "LinkedArrayList"));
System.out.println("collections的內容:"+jedis.lrange("collections", 0, -1));
System.out.println("===============================");
System.out.println("collections的長度:"+jedis.llen("collections"));
System.out.println("獲取collections下標為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排序後:"+jedis.lrange("sortedList", 0, -1));
}

輸出結果:

===========添加一個list===========
collections的內容:[TreeMap, TreeSet, HashSet, LinkedHashMap, WeakHashMap, HashMap, Stack, Vector, ArrayList]
collections區間0-3的元素:[TreeMap, TreeSet, HashSet, LinkedHashMap]
===============================
刪除指定元素個數:1
collections的內容:[TreeMap, TreeSet, HashSet, LinkedHashMap, WeakHashMap, Stack, Vector, ArrayList]
刪除下表0-3區間之外的元素:OK
collections的內容:[TreeMap, TreeSet, HashSet, LinkedHashMap]
collections列表出棧(左端):TreeMap
collections的內容:[TreeSet, HashSet, LinkedHashMap]
collections添加元素,從列表右端,與lpush相對應:4
collections的內容:[TreeSet, HashSet, LinkedHashMap, EnumMap]
collections列表出棧(右端):EnumMap
collections的內容:[TreeSet, HashSet, LinkedHashMap]
修改collections指定下標1的內容:OK
collections的內容:[TreeSet, LinkedArrayList, LinkedHashMap]
===============================
collections的長度:3
獲取collections下標為2的元素:LinkedHashMap

===============================
sortedList排序前:[4, 7, 0, 2, 6, 3]
[0, 2, 3, 4, 6, 7]
sortedList排序後:[4, 7, 0, 2, 6, 3]
Redis中還有阻塞式的列表彈出命令以及在列表之間移動元素的命令: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的所有元素為:"+jedis.smembers("eleSet"));
System.out.println("刪除一個元素e0:"+jedis.srem("eleSet", "e0"));
System.out.println("eleSet的所有元素為:"+jedis.smembers("eleSet"));
System.out.println("刪除兩個元素e7和e6:"+jedis.srem("eleSet", "e7","e6"));
System.out.println("eleSet的所有元素為:"+jedis.smembers("eleSet"));
System.out.println("隨機的移除集合中的一個元素:"+jedis.spop("eleSet"));
System.out.println("隨機的移除集合中的一個元素:"+jedis.spop("eleSet"));
System.out.println("eleSet的所有元素為:"+jedis.smembers("eleSet"));
System.out.println("eleSet中包含元素的個數:"+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("將eleSet1中刪除e1並存入eleSet3中:"+jedis.smove("eleSet1", "eleSet3", "e1"));
System.out.println("將eleSet1中刪除e2並存入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("============集合運算=================");
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的並集:"+jedis.sunion("eleSet1","eleSet2"));
System.out.println("eleSet1和eleSet2的差集:"+jedis.sdiff("eleSet1","eleSet2"));//eleSet1中有,eleSet2中沒有
}

輸出結果:

============向集合中添加元素============
8
1
0
eleSet的所有元素為:[e3, e4, e1, e2, e0, e8, e7, e6, e5]
刪除一個元素e0:1
eleSet的所有元素為:[e3, e4, e1, e2, e8, e7, e6, e5]
刪除兩個元素e7和e6:2
eleSet的所有元素為:[e3, e4, e1, e2, e8, e5]
隨機的移除集合中的一個元素:e5
隨機的移除集合中的一個元素:e2
eleSet的所有元素為:[e3, e4, e1, e8]
eleSet中包含元素的個數:4
e3是否在eleSet中:true
e1是否在eleSet中:true
e1是否在eleSet中:false
=================================
8
6
將eleSet1中刪除e1並存入eleSet3中:1
將eleSet1中刪除e2並存入eleSet3中:1
eleSet1中的元素:[e3, e4, e0, e8, e7, e5]
eleSet3中的元素:[e1, e2]

============集合運算=================
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的並集:[e3, e4, e1, e2, e0, e8, e7, e5]
eleSet1和eleSet2的差集:[e7, e5]
關於Set還有一些其他命令:srandmember, sdiffstore, sinterstore, sunionstore等。

散列

 @Test public void testHash()
{
jedis.flushDB();
Map 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的所有鍵值對為:"+jedis.hgetAll("hash"));//return Map
System.out.println("散列hash的所有鍵為:"+jedis.hkeys("hash"));//return Set
System.out.println("散列hash的所有值為:"+jedis.hvals("hash"));//return List
System.out.println("將key6保存的值加上一個整數,如果key6不存在則添加key6:"+jedis.hincrBy("hash", "key6", 6));
System.out.println("散列hash的所有鍵值對為:"+jedis.hgetAll("hash"));
System.out.println("將key6保存的值加上一個整數,如果key6不存在則添加key6:"+jedis.hincrBy("hash", "key6", 3));
System.out.println("散列hash的所有鍵值對為:"+jedis.hgetAll("hash"));
System.out.println("刪除一個或者多個鍵值對:"+jedis.hdel("hash", "key2"));
System.out.println("散列hash的所有鍵值對為:"+jedis.hgetAll("hash"));

System.out.println("散列hash中鍵值對的個數:"+jedis.hlen("hash"));
System.out.println("判斷hash中是否存在key2:"+jedis.hexists("hash","key2"));
System.out.println("判斷hash中是否存在key3:"+jedis.hexists("hash","key3"));
System.out.println("獲取hash中的值:"+jedis.hmget("hash","key3"));
System.out.println("獲取hash中的值:"+jedis.hmget("hash","key3","key4"));
}

輸出結果:

散列hash的所有鍵值對為:{key4=value4, key3=value3, key5=value5, key2=value2, key1=value1}
散列hash的所有鍵為:[key4, key3, key5, key2, key1]
散列hash的所有值為:[value4, value3, value1, value2, value5]
將key6保存的值加上一個整數,如果key6不存在則添加key6:6
散列hash的所有鍵值對為:{key4=value4, key3=value3, key6=6, key5=value5, key2=value2, key1=value1}
將key6保存的值加上一個整數,如果key6不存在則添加key6:9
散列hash的所有鍵值對為:{key4=value4, key3=value3, key6=9, key5=value5, key2=value2, key1=value1}
刪除一個或者多個鍵值對:1
散列hash的所有鍵值對為:{key4=value4, key3=value3, key6=9, key5=value5, key1=value1}
散列hash中鍵值對的個數:5
判斷hash中是否存在key2:false
判斷hash中是否存在key3:true
獲取hash中的值:[value3]
獲取hash中的值:[value3, value4]

有序集合

@Test public void testSortedSet()
{
jedis.flushDB();
Map 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("刪除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中元素的個數:"+jedis.zcard("zset"));
System.out.println("zset中分值在1-4之間的元素的個數:"+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));
}

輸出結果:

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
刪除zset中的元素key3:1
zset中的所有元素:[key5, key2, key1, key4]
zset中元素的個數:4
zset中分值在1-4之間的元素的個數: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]
有序集合還有諸如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的內容:"+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));
}

輸出結果:

collections的內容:[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]

加Java架構師進階交流群獲取Java工程化、高性能及分佈式、高性能、深入淺出。高架構。性能調優、Spring,MyBatis,Netty源碼分析和大數據等多個知識點高級進階乾貨的直播免費學習權限 都是大牛帶飛 讓你少走很多的彎路的 群號是:883922439 對了 小白勿進 最好是有開發經驗

注:加群要求

1、具有工作經驗的,面對目前流行的技術不知從何下手,需要突破技術瓶頸的可以加。

2、在公司待久了,過得很安逸,但跳槽時面試碰壁。需要在短時間內進修、跳槽拿高薪的可以加。

3、如果沒有工作經驗,但基礎非常紮實,對java工作機制,常用設計思想,常用java開發框架掌握熟練的,可以加。

4、覺得自己很牛B,一般需求都能搞定。但是所學的知識點沒有系統化,很難在技術領域繼續突破的可以加。

5.阿里Java高級大牛直播講解知識點,分享知識,多年工作經驗的梳理和總結,帶著大家全面、科學地建立自己的技術體系和技術認知!


分享到:


相關文章: