雜記
ZooKeeper的用途:distributed coordination;maintaining configuration information, naming, providing distributed synchronization, and providing group services.
Zookeeper的節點都是存放在內存中的,所以讀寫速度很快。更新日志被記錄到了磁盤中,以便用於恢復數據。在更新內在中節點數之前,會先序列化到磁盤中。
為避免單點失效,zookeeper的數據是在多個server上留有備份的。不管客戶端連接到的是哪個server,它看到的數據都是一致的。如果client和一個server的TCP連接失效,它會嘗試連接另一個server。眾多server中有一個是leader。
所有的server 都必須知道彼此的存在。
zookeeper在讀寫比例為10:1時性能最佳。
每個znode上data的讀寫都是原子操作。
讀是局部性的,即client只需要從與它相連的server上讀取數據即可;而client有寫請求的話,與之相連的server會通知leader,然后leader會把寫操作分發給所有server。所以定要比讀慢很多。
在建立zookeeper連接時,給定的地址字符串可以是這樣的:"192.168.1.1:3000,192.168.1.2:3000,192.168.1.3:3000/app/a",以后的所有操作就都是在/app/a下進行的。實際上只連接到一台ZooKeeper機器就可了,沒必要指定每台zk機器的IP和端口,即用“192.168.1.2:3000/app/a”也是可以的。
當client與一個server斷連接時(可能是因為server失效了),它就收不到任何watches;當它與另一個server建立好連接后,它就會收到"session expired"通知。
ACL不是遞歸的,它只針對當前節點,對子節點沒有任何影響。
默認情況下日志文件和數據文件是放在同一個目錄下的,為縮短延遲提高響應性,你可以把日志文件單獨放在另一個目錄下。
為避免swaping,運行java時最好把可用物理內在調得大一些,比如對於4G的內在,可以把它調到3G。java有以下兩個運行參數:
-Xms<size>
設置虛擬機可用內存堆的初始大小,缺省單位為字節,該大小為1024的整數倍並且要大於1MB,可用k(K)或m(M)為單位來設置較大的內存數。初始堆大小為2MB。
例如:-Xms6400K,-Xms256M
-Xmx<size>
設置虛擬機內存堆的最大可用大小,缺省單位為字節。該值必須為1024整數倍,並且要大於2MB。可用k(K)或m(M)為單位來設置較大的內存數。缺省堆最大值為64MB。
例如:-Xmx81920K,-Xmx80M
CreateMode
PERSISTENT:創建后只要不刪就永久存在
EPHEMERAL:會話結束年結點自動被刪除,EPHEMERAL結點不允許有子節點
SEQUENTIAL:節點名末尾會自動追加一個10位數的單調遞增的序號,同一個節點的所有子節點序號是單調遞增的
PERSISTENT_SEQUENTIAL:結合PERSISTENT和SEQUENTIAL
EPHEMERAL_SEQUENTIAL:結合EPHEMERAL和SEQUENTIAL
package basic; import java.io.IOException; import java.util.List; import org.apache.zookeeper.CreateMode; import org.apache.zookeeper.KeeperException; import org.apache.zookeeper.ZooKeeper; import org.apache.zookeeper.ZooDefs.Ids; public class Demo { private static final int TIMEOUT = 3000; public static void main(String[] args) throws IOException { ZooKeeper zkp = new ZooKeeper("localhost:2181", TIMEOUT, null); try { // 創建一個EPHEMERAL類型的節點,會話關閉后它會自動被刪除 zkp.create("/node1", "data1".getBytes(), Ids.OPEN_ACL_UNSAFE,CreateMode.EPHEMERAL); if (zkp.exists("/node1", false) != null) { System.out.println("node1 exists now."); } try { // 當節點名已存在時再去創建它會拋出KeeperException(即使本次的ACL、CreateMode和上次的不一樣) zkp.create("/node1", "data1".getBytes(), Ids.OPEN_ACL_UNSAFE,CreateMode.PERSISTENT); } catch (KeeperException e) { System.out.println("KeeperException caught:" + e.getMessage()); } // 關閉會話 zkp.close(); zkp = new ZooKeeper("localhost:2181", TIMEOUT, null); //重新建立會話后node1已經不存在了 if (zkp.exists("/node1", false) == null) { System.out.println("node1 dosn't exists now."); } //創建SEQUENTIAL節點 zkp.create("/node-", "same data".getBytes(), Ids.OPEN_ACL_UNSAFE,CreateMode.PERSISTENT_SEQUENTIAL); zkp.create("/node-", "same data".getBytes(), Ids.OPEN_ACL_UNSAFE,CreateMode.PERSISTENT_SEQUENTIAL); zkp.create("/node-", "same data".getBytes(), Ids.OPEN_ACL_UNSAFE,CreateMode.PERSISTENT_SEQUENTIAL); List<String> children = zkp.getChildren("/", null); System.out.println("Children of root node:"); for (String child : children) { System.out.println(child); } zkp.close(); } catch (Exception e) { System.out.println(e.getMessage()); } } }
第一次運行輸出:
node1 exists now.
KeeperException caught:KeeperErrorCode = NodeExists for /node1
node1 dosn't exists now.
Children of root node:
node-0000000003
zookeeper
node-0000000002
node-0000000001
第二次運行輸出:
node1 exists now.
KeeperException caught:KeeperErrorCode = NodeExists for /node1
node1 dosn't exists now.
Children of root node:
node-0000000003
zookeeper
node-0000000002
node-0000000001
node-0000000007
node-0000000005
node-0000000006
注意兩次會話中創建的PERSISTENT_SEQUENTIAL節點序號並不是連續的,比如上例中缺少了node-0000000004.
Watcher & Version
watcher分為兩大類:data watches和child watches。getData()和exists()上可以設置data watches,getChildren()上可以設置child watches。
setData()會觸發data watches;
create()會觸發data watches和child watches;
delete()會觸發data watches和child watches.
如果對一個不存在的節點調用了exists(),並設置了watcher,而在連接斷開的情況下create/delete了該znode,則watcher會丟失。
在server端用一個map來存放watcher,所以相同的watcher在map中只會出現一次,只要watcher被回調一次,它就會被刪除----map解釋了watcher的一次性。比如如果在getData()和exists()上設置的是同一個data watcher,調用setData()會觸發data watcher,但是getData()和exists()只有一個會收到通知。
1 import java.io.IOException; 2 3 import org.apache.zookeeper.CreateMode; 4 import org.apache.zookeeper.KeeperException; 5 import org.apache.zookeeper.WatchedEvent; 6 import org.apache.zookeeper.Watcher; 7 import org.apache.zookeeper.ZooDefs.Ids; 8 import org.apache.zookeeper.ZooKeeper; 9 import org.apache.zookeeper.data.Stat; 10 11 public class SelfWatcher implements Watcher{ 12 13 ZooKeeper zk=null; 14 15 @Override 16 public void process(WatchedEvent event) { 17 System.out.println(event.toString()); 18 } 19 20 SelfWatcher(String address){ 21 try{ 22 zk=new ZooKeeper(address,3000,this); //在創建ZooKeeper時第三個參數負責設置該類的默認構造函數 23 zk.create("/root", new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL); 24 }catch(IOException e){ 25 e.printStackTrace(); 26 zk=null; 27 }catch (KeeperException e) { 28 e.printStackTrace(); 29 } catch (InterruptedException e) { 30 e.printStackTrace(); 31 } 32 } 33 34 void setWatcher(){ 35 try { 36 Stat s=zk.exists("/root", true); 37 if(s!=null){ 38 zk.getData("/root", false, s); 39 } 40 } catch (KeeperException e) { 41 e.printStackTrace(); 42 } catch (InterruptedException e) { 43 e.printStackTrace(); 44 } 45 } 46 47 void trigeWatcher(){ 48 try { 49 Stat s=zk.exists("/root", false); //此處不設置watcher 50 zk.setData("/root", "a".getBytes(), s.getVersion()); //修改數據時需要提供version,version設為-1表示強制修改 51 }catch(Exception e){ 52 e.printStackTrace(); 53 } 54 } 55 56 void disconnect(){ 57 if(zk!=null) 58 try { 59 zk.close(); 60 } catch (InterruptedException e) { 61 e.printStackTrace(); 62 } 63 } 64 65 public static void main(String[] args){ 66 SelfWatcher inst=new SelfWatcher("127.0.0.1:2181"); 67 inst.setWatcher(); 68 inst.trigeWatcher(); 69 inst.disconnect(); 70 } 71 72 }
可以在創建Zookeeper時指定默認的watcher回調函數,這樣在getData()、exists()和getChildren()收到通知時都會調用這個函數--只要它們在參數中設置了true。所以如果把代碼22行的this改為null,則不會有任何watcher被注冊。
上面的代碼輸出:
WatchedEvent state:SyncConnected type:None path:null
WatchedEvent state:SyncConnected type:NodeDataChanged path:/root
之所會輸出第1 行是因為本身在建立ZooKeeper連接時就會觸發watcher。輸出每二行是因為在代碼的第36行設置了true。
WatchEvent有三種類型:NodeDataChanged、NodeDeleted和NodeChildrenChanged。
調用setData()時會觸發NodeDataChanged;
調用create()時會觸發NodeDataChanged和NodeChildrenChanged;
調用delete()時上述三種event都會觸發。
如果把代碼的第36--39行改為:
Stat s=zk.exists("/root", false); if(s!=null){ zk.getData("/root", true, s); }
或
Stat s=zk.exists("/root", true); if(s!=null){ zk.getData("/root", true, s); }
跟上面的輸出是一樣的。這也證明了watcher是一次性的。
設置watcher的另外一種方式是不使用默認的watcher,而是在getData()、exists()和getChildren()中指定各自的watcher。示例代碼如下:
1 public class SelfWatcher{ 2 3 ZooKeeper zk=null; 4 5 private Watcher getWatcher(final String msg){ 6 return new Watcher(){ 7 @Override 8 public void process(WatchedEvent event) { 9 System.out.println(msg+"\t"+event.toString()); 10 } 11 }; 12 } 13 14 SelfWatcher(String address){ 15 try{ 16 zk=new ZooKeeper(address,3000,null); //在創建ZooKeeper時第三個參數負責設置該類的默認構造函數 17 zk.create("/root", new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL); 18 }catch(IOException e){ 19 e.printStackTrace(); 20 zk=null; 21 }catch (KeeperException e) { 22 e.printStackTrace(); 23 } catch (InterruptedException e) { 24 e.printStackTrace(); 25 } 26 } 27 28 void setWatcher(){ 29 try { 30 Stat s=zk.exists("/root", getWatcher("EXISTS")); 31 if(s!=null){ 32 zk.getData("/root", getWatcher("GETDATA"), s); 33 } 34 } catch (KeeperException e) { 35 e.printStackTrace(); 36 } catch (InterruptedException e) { 37 e.printStackTrace(); 38 } 39 } 40 41 void trigeWatcher(){ 42 try { 43 Stat s=zk.exists("/root", false); //此處不設置watcher 44 zk.setData("/root", "a".getBytes(), s.getVersion()); 45 }catch(Exception e){ 46 e.printStackTrace(); 47 } 48 } 49 50 void disconnect(){ 51 if(zk!=null) 52 try { 53 zk.close(); 54 } catch (InterruptedException e) { 55 e.printStackTrace(); 56 } 57 } 58 59 public static void main(String[] args){ 60 SelfWatcher inst=new SelfWatcher("127.0.0.1:2181"); 61 inst.setWatcher(); 62 inst.trigeWatcher(); 63 inst.disconnect(); 64 } 65 66 }
輸出:
GETDATA WatchedEvent state:SyncConnected type:NodeDataChanged path:/root
EXISTS WatchedEvent state:SyncConnected type:NodeDataChanged path:/root
上例中由於exists和getData分別設置了兩個不同的Watcher實例,所以雖然watcher都是由同了一個NodeDataChanged觸發的,但exists()和getData()都會收到通知。由於16行創建Zookeeper時沒有設置watcher(參數為null),所以建立連接時沒有收到通知。
關於Version:為了方便進行cache validations 和coordinated updates,每個znode都有一個stat結構體,其中包含:version的更改記錄、ACL的更改記錄、時間戳。znode的數據每更改一次,version就會加1。客戶端每次檢索data的時候都會把data的version一並讀出出來。修改數據時需要提供version。
zk.delete("/root", -1); //觸發data watches和children watches。version設為-1時表示要強制刪除 zk.getChildren("/root", getWatcher("LISTCHILDREN")); //getChildren()上可以設置children watches
輸出:
LISTCHILDREN WatchedEvent state:SyncConnected type:NodeDeleted path:/root
zk.delete("/root", -1); //觸發data watches和children watches Stat s=zk.exists("/root", getWatcher("EXISTS")); //exists()上可以設置data watches if(s!=null){ zk.getChildren("/root", getWatcher("LISTCHILDREN")); }
輸出:
EXISTS WatchedEvent state:SyncConnected type:NodeDeleted path:/root
LISTCHILDREN WatchedEvent state:SyncConnected type:NodeDeleted path:/root
zk.delete("/root", -1); //觸發data watches和children watches Stat s=zk.exists("/root", getWatcher("EXISTS")); if(s!=null){ zk.getData("/root", getWatcher("GETDATA"), s); zk.getChildren("/root", getWatcher("LISTCHILDREN")); }
輸出:
GETDATA WatchedEvent state:SyncConnected type:NodeDeleted path:/root
LISTCHILDREN WatchedEvent state:SyncConnected type:NodeDeleted path:/root
EXISTS WatchedEvent state:SyncConnected type:NodeDeleted path:/root
tat s=zk.exists("/root", false); zk.setData("/root", "a".getBytes(), s.getVersion()); zk.delete("/root", -1); Stat s=zk.exists("/root", getWatcher("EXISTS")); if(s!=null){ zk.getData("/root", getWatcher("GETDATA"), s); zk.getChildren("/root", getWatcher("LISTCHILDREN")); }
輸出:
GETDATA WatchedEvent state:SyncConnected type:NodeDataChanged path:/root
EXISTS WatchedEvent state:SyncConnected type:NodeDataChanged path:/root
LISTCHILDREN WatchedEvent state:SyncConnected type:NodeDeleted path:/root
按說data watches觸發了兩次,但是exists()和getData()只會收到一次通知。
Barriers and Queues
1)所有的線程都到達barrier后才能進行后續的計算
或者
2)所有的線程都完成自己的計算后才能離開barrier
Double Barrier是指同時具有上述兩點。
Queue就不說了,一個產生--消費模型,先生產的先被消費。
Double Barrier的實現:
enter barrier:
1.建一個根節點"/root"
2.想進入barrier的線程在"/root"下建立一個子節點"/root/c_i"
3.循環監聽"/root"孩子節點數目的變化,當其達到size時就說明有size個線程都已經barrier點了
leave barrier:
1.想離開barrier的線程刪除其在"/root"下建立的子節點
2.循環監聽"/root"孩子節點數目的變化,當size減到0時它就可以離開barrier了
Queue的實現:
1.建立一個根節點"/root"
2.生產線程在"/root"下建立一個SEQUENTIAL子節點
3.消費線程檢查"/root"有沒有子節點,如果沒有就循環監聽"/root"子節點的變化,直到它有子節點。刪除序號最小的子節點。
原代碼:
package sync; import java.io.IOException; import java.net.InetAddress; import java.net.UnknownHostException; import java.nio.ByteBuffer; import java.util.List; import java.util.Random; import org.apache.zookeeper.CreateMode; import org.apache.zookeeper.KeeperException; import org.apache.zookeeper.WatchedEvent; import org.apache.zookeeper.Watcher; import org.apache.zookeeper.ZooKeeper; import org.apache.zookeeper.ZooDefs.Ids; import org.apache.zookeeper.data.Stat; public class SyncPrimitive implements Watcher { static ZooKeeper zk = null; static Integer mutex; String root; //同步原語 SyncPrimitive(String address) { if (zk == null) { try { System.out.println("Starting ZK:"); //建立Zookeeper連接,並且指定watcher zk = new ZooKeeper(address, 3000, this); //初始化鎖對象 mutex = new Integer(-1); System.out.println("Finished starting ZK:" + zk); } catch (IOException e) { System.out.println(e.toString()); zk = null; } } } @Override synchronized public void process(WatchedEvent event) { synchronized (mutex) { //有事件發生時,調用notify,使其他wait()點得以繼續 mutex.notify(); } } static public class Barrier extends SyncPrimitive { int size; String name; Barrier(String address, String root, int size) { super(address); this.root = root; this.size = size; if (zk != null) { try { //一個barrier建立一個根目錄 Stat s = zk.exists(root, false); //不注冊watcher if (s == null) { zk.create(root, new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT); } } catch (KeeperException e) { System.out .println("keeper exception when instantiating queue:" + e.toString()); } catch (InterruptedException e) { System.out.println("Interrupted exception."); } } try { //獲取自己的主機名 name = new String(InetAddress.getLocalHost() .getCanonicalHostName().toString()); } catch (UnknownHostException e) { System.out.println(e.toString()); } } boolean enter() throws KeeperException, InterruptedException { //在根目錄下創建一個子節點.create和delete都會觸發children wathes,這樣getChildren就會收到通知,process()就會被調用 zk.create(root + "/" + name, new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL_SEQUENTIAL); //一直等,直到根目錄下的子節點數目達到size時,函數退出 while (true) { synchronized (mutex) { List<String> list = zk.getChildren(root, true); if (list.size() < size) { mutex.wait(); //釋放mutex上的鎖 } else { return true; } } } } boolean leave() throws KeeperException, InterruptedException { //刪除自己創建的節點 zk.delete(root + "/" + name, 0); //一直等,直到根目錄下有子節點時,函數退出 while (true) { synchronized (mutex) { List<String> list = zk.getChildren(root, true); if (list.size() > 0) { mutex.wait(); } else { return true; } } } } } static public class Queue extends SyncPrimitive { Queue(String address, String name) { super(address); this.root = name; if (zk != null) { try { //一個queue建立一個根目錄 Stat s = zk.exists(root, false); if (s == null) { zk.create(root, new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT); } } catch (KeeperException e) { System.out .println("keeper exception when instantiating queue:" + e.toString()); } catch (InterruptedException e) { System.out.println("Interrupted exception."); } } } //參數i是要創建節點的data boolean produce(int i) throws KeeperException, InterruptedException { ByteBuffer b = ByteBuffer.allocate(4); byte[] value; b.putInt(i); value = b.array(); //根目錄下創建一個子節點,因為是SEQUENTIAL的,所以先創建的節點具有較小的序號 zk.create(root + "/element", value, Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT_SEQUENTIAL); return true; } int consume() throws KeeperException, InterruptedException { int retvalue = -1; Stat stat = null; while (true) { synchronized (mutex) { List<String> list = zk.getChildren(root, true); //並不能保證list[0]就是序號最小的 //如果根目錄下沒有子節點就一直等 if (list.size() == 0) { System.out.println("Going to wait"); mutex.wait(); } //找到序號最小的節點將其刪除 else { Integer min = new Integer(list.get(0).substring(7)); for (String s : list) { Integer tmp = new Integer(s.substring(7)); if (tmp < min) min = tmp; } System.out.println("Temporary value:" + root + "/element" + min); byte[] b = zk.getData(root + "/element" + min, false, stat); zk.delete(root + "/element" + min, 0); ByteBuffer buffer = ByteBuffer.wrap(b); retvalue = buffer.getInt(); return retvalue; } } } } } public static void main(String[] args) { if (args[0].equals("qTest")) queueTest(args); else barrierTest(args); } private static void barrierTest(String[] args) { Barrier b = new Barrier(args[1], "/b1", new Integer(args[2])); try { boolean flag = b.enter(); System.out.println("Enter barrier:" + args[2]); if (!flag) System.out.println("Error when entering the barrier"); } catch (KeeperException e) { } catch (InterruptedException e) { } Random rand = new Random(); int r = rand.nextInt(100); for (int i = 0; i < r; i++) { try { Thread.sleep(100); } catch (InterruptedException e) { } } try { b.leave(); } catch (KeeperException e) { } catch (InterruptedException e) { } System.out.println("Left barrier"); } private static void queueTest(String[] args) { Queue q = new Queue(args[1], "/app1"); System.out.println("Input:" + args[1]); int i; Integer max = new Integer(args[2]); if (args[3].equals("p")) { System.out.println("Producer"); for (i = 0; i < max; i++) try { q.produce(10 + 1); } catch (KeeperException e) { } catch (InterruptedException e) { } } else { System.out.println("Consumer"); for (i = 0; i < max; i++) try { int r = q.consume(); System.out.println("Item:" + r); } catch (KeeperException e) { i--; } catch (InterruptedException e) { } } } }
Locks
獲得鎖:
1.創建根節點"/root"
2.在根節點下新建子節點"/root/c-xxxxxx",SEQUENTIAL模式
3.對根節點調用getChildren(),如果第2步創建的節點是所有子節點中序號最小的,則獲得鎖;否則進入第4步
4.在序號最小的子節點上調用exists(),當序號最小的子節點被刪除后返回第3步
釋放鎖:
刪除自己創建的子節點即可
原代碼:
package sync; import java.io.IOException; import java.net.InetAddress; import java.util.List; import org.apache.zookeeper.CreateMode; import org.apache.zookeeper.KeeperException; import org.apache.zookeeper.WatchedEvent; import org.apache.zookeeper.Watcher; import org.apache.zookeeper.ZooDefs.Ids; import org.apache.zookeeper.ZooKeeper; import org.apache.zookeeper.data.Stat; public class Locks implements Watcher{ static ZooKeeper zk=null; static Integer mutex=null; String name=null; String path=null; @Override synchronized public void process(WatchedEvent event) { synchronized(mutex){ mutex.notify(); } } Locks(String address){ try{ zk=new ZooKeeper(address,2000,this); zk.create("/lock", new byte[0], Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL); mutex=new Integer(-1); name = new String(InetAddress.getLocalHost().getCanonicalHostName().toString()); }catch(IOException e){ zk=null; } catch (KeeperException e) { e.printStackTrace(); } catch (InterruptedException e) { e.printStackTrace(); } } private int minSeq(List<String> list){ int min=Integer.parseInt(list.get(0).substring(14)); for(int i=1;i<list.size();i++){ if(min<Integer.parseInt(list.get(i).substring(14))) min=Integer.parseInt(list.get(i).substring(14)); } return min; } boolean getLock() throws KeeperException, InterruptedException{ //create方法返回新建的節點的完整路徑 path=zk.create("/lock/"+name+"-", new byte[0], Ids.OPEN_ACL_UNSAFE,CreateMode.EPHEMERAL_SEQUENTIAL); int min; while(true){ synchronized(mutex){ List<String> list=zk.getChildren("/lock", false); min=minSeq(list); //如果剛建的節點是根節點的所有子節點中序號最小的,則獲得了鎖,可以返回true if(min==Integer.parseInt(path.substring(14))){ return true; }else{ mutex.wait(); //等待事件(新建節點或刪除節點)發生 while(true){ Stat s=zk.exists("/lock/"+name+"-"+min, true); //查看序號最小的子節點還在不在 if(s!=null) //如果還在,則繼續等待事件發生 mutex.wait(); else //如果不在,則跳外層循環中,查看新的最小序號的子節點是誰 break; } } } } } boolean releaseLock() throws KeeperException, InterruptedException{ if(path!=null){ zk.delete(path, -1); path=null; } return true; } public static void main(String []args) throws KeeperException, InterruptedException{ Locks lock1=new Locks("localhost:2181"); if(lock1.getLock()){ System.out.println("T1 Get lock at "+System.currentTimeMillis()); for(int i=0;i<1000;++i) Thread.sleep(5000); lock1.releaseLock(); } Locks lock2=new Locks("localhost:2181"); if(lock2.getLock()){ System.out.println("T2 Get lock at "+System.currentTimeMillis()); lock2.releaseLock(); } } }
讀鎖(共享鎖)和寫鎖(排斥鎖)並存的情況跟單獨只有排斥鎖的情況有幾點不同:
1.當一個線程想施加讀鎖時就新建一個節點"/root/read-xxxxxx",施加寫鎖時就新建一個節點"/root/write-xxxxxx";
2.欲施加讀鎖的線程查看"/root"下有沒有“write"開頭的節點,如果沒有則直接獲得讀鎖;如果有,但是"write"節點的序號比自己剛才創建的"read"節點的序號要大說明是先施加的讀鎖后施加的寫鎖,所以依然獲得讀鎖;else,在序號最小的"write"節點上調用exists,等待它被刪除。