2012年11月28日 出現故障," Unable to get data of znode /hbase/root-region-server"
問題比較詭異,兩個機房,只有一個機房故障,5台服務器相續故障,錯誤日志相同。使用的HBase客戶端版本為0.94.0
1)分析步驟:
1 jstack jmap 查看是否有死鎖、block或內存溢出
jmap 看內存回收狀況沒有什么異常,內存和CPU占用都不多
pid: Unable to open socket file: target process not responding or HotSpot VM not loaded
The -F option can be used when the target process is not responding
jstack -l -F pid >jstack.log
catalina.out里發現deadlock死鎖
Found one Java-level deadlock: ============================= "catalina-exec-800": waiting to lock monitor 0x000000005f1f6530 (object 0x0000000731902200, a java.lang.Object), which is held by "catalina-exec-710" "catalina-exec-710": waiting to lock monitor 0x00002aaab9a05bd0 (object 0x00000007321f8708, a org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation), which is held by "catalina-exec-29-EventThread" "catalina-exec-29-EventThread": waiting to lock monitor 0x000000005f9f0af0 (object 0x0000000732a9c7e0, a org.apache.hadoop.hbase.zookeeper.RootRegionTracker), which is held by "catalina-exec-710" Java stack information for the threads listed above: =================================================== "catalina-exec-800": at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegionInMeta(HConnectionManager.java:943) - waiting to lock <0x0000000731902200> (a java.lang.Object) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegion(HConnectionManager.java:836) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.relocateRegion(HConnectionManager.java:807) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.getRegionLocation(HConnectionManager.java:725) at org.apache.hadoop.hbase.client.ServerCallable.connect(ServerCallable.java:82) at org.apache.hadoop.hbase.client.ServerCallable.withRetries(ServerCallable.java:162) at org.apache.hadoop.hbase.client.HTable.get(HTable.java:685) at org.apache.hadoop.hbase.client.HTablePool$PooledHTable.get(HTablePool.java:366) at com.weibo.api.commons.hbase.CustomHBase.get(CustomHBase.java:171) at com.weibo.api.commons.hbase.CustomHBase.get(CustomHBase.java:160) at com.weibo.api.commons.hbase.CustomHBase.get(CustomHBase.java:150)
"catalina-exec-710": at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.resetZooKeeperTrackers(HConnectionManager.java:599) - waiting to lock <0x00000007321f8708> (a org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.abort(HConnectionManager.java:1660) at org.apache.hadoop.hbase.zookeeper.ZooKeeperNodeTracker.getData(ZooKeeperNodeTracker.java:158) - locked <0x0000000732a9c7e0> (a org.apache.hadoop.hbase.zookeeper.RootRegionTracker) at org.apache.hadoop.hbase.zookeeper.RootRegionTracker.getRootRegionLocation(RootRegionTracker.java:62) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegion(HConnectionManager.java:821) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegion(HConnectionManager.java:801) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegionInMeta(HConnectionManager.java:933) ...... at org.apache.hadoop.hbase.client.MetaScanner.metaScan(MetaScanner.java:123) at org.apache.hadoop.hbase.client.MetaScanner.metaScan(MetaScanner.java:99) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.prefetchRegionCache(HConnectionManager.java:894) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.locateRegionInMeta(HConnectionManager.java:948) - locked <0x0000000731902200> (a java.lang.Object)
"catalina-exec-29-EventThread": at org.apache.hadoop.hbase.zookeeper.ZooKeeperNodeTracker.stop(ZooKeeperNodeTracker.java:98) - waiting to lock <0x0000000732a9c7e0> (a org.apache.hadoop.hbase.zookeeper.RootRegionTracker) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.resetZooKeeperTrackers(HConnectionManager.java:604) - locked <0x00000007321f8708> (a org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation) at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.abort(HConnectionManager.java:1660) at org.apache.hadoop.hbase.zookeeper.ZooKeeperWatcher.connectionEvent(ZooKeeperWatcher.java:374) at org.apache.hadoop.hbase.zookeeper.ZooKeeperWatcher.process(ZooKeeperWatcher.java:271) at org.apache.zookeeper.ClientCnxn$EventThread.processEvent(ClientCnxn.java:521) at org.apache.zookeeper.ClientCnxn$EventThread.run(ClientCnxn.java:497) Found 1 deadlock.
warn.log中報告Interrupted異常 是由上述死鎖引起的
https://issues.apache.org/jira/browse/HBASE-5060 HBase client is blocked forever ,跟這個問題有點相似,但沒有解決這問題
2 同進程另啟動線程訪問root-region-server
// check if zk is ok ZooKeeper zk = null; Watcher watch = new Watcher() { public void process(WatchedEvent event) { } }; String zookeeperQuorum = wbobjectHBaseConfMap.get("hbase.zookeeper.quorum"); if (StringUtils.isNotBlank(zookeeperQuorum)) { try { zk = new ZooKeeper(zookeeperQuorum, 30000, watch); byte[] data = zk.getData("/hbase/root-region-server", watch, null); ApiLogger.info(" get root-region-server success! ip:" + Util.toStr(data)); } catch (Exception e) { ApiLogger.error(" get root-region-server error!" + e.getMessage()); } finally { try { zk.close(); } catch (InterruptedException e) { ApiLogger.error("close zk error!"); } } }
發現獨立線程在整個進程死鎖時還能正常工作,HBase的zookeeper實例異常死鎖后就不能恢復,導致scan操作超時到30s+,並且不能恢復,正常應該在ms級別。
因此認為是HBase客戶端連接ZooKeeper時出問題,流程:
出現網絡抖動或者root表遷移,緩存表未命中,重新去獲取root-region-server,結果獲取失敗,進行ZooKeeper重置操作
經過研究死鎖代碼
import java.util.concurrent.TimeUnit; import org.apache.hadoop.hbase.ServerName; class ZooKeeperNodeTracker { private boolean stopped = false; private AbortAble hConnectionImplementation; public ZooKeeperNodeTracker(AbortAble hConnectionImplementation) { this.hConnectionImplementation = hConnectionImplementation; } public synchronized void stop() throws InterruptedException { this.stopped = true; System.out.println(Thread.currentThread()+"|"+Thread.currentThread().getId()+"stop zknode"); TimeUnit.MICROSECONDS.sleep(100); notifyAll(); } public boolean condition() { return stopped; } public boolean start() { stopped=false; return true; } public synchronized boolean getData(int i) throws InterruptedException { //error in get root region server if (i %100 ==0){ hConnectionImplementation.resetZooKeeperTrackers(); throw new InterruptedException("interrupted"); } return true; } } public class HConnectionManagerTest { static class HConnectionImplementation implements AbortAble{ public HConnectionImplementation() { rootRegionTracker = new ZooKeeperNodeTracker(this); } private volatile ZooKeeperNodeTracker rootRegionTracker; @Override public synchronized void resetZooKeeperTrackers() { try{ if (rootRegionTracker != null) { rootRegionTracker.stop(); rootRegionTracker = null; System.out.println(Thread.currentThread()+"|"+Thread.currentThread().getId()+"resetZooKeeperTrackers"); } }catch(InterruptedException e){ System.out.println(Thread.currentThread()+"----------resetZooKeeperTrackers Interrupted-----------"); } } public void testGetData(String name) { int i = 1; while (i >0) { i++; try { rootRegionTracker.getData(i); } catch (Exception e) { resetZooKeeperTrackers(); } if(i %100 ==0){ rootRegionTracker = new ZooKeeperNodeTracker(this); System.out.println(name+" restart test"); } } } } public static void main(String[] args) { final HConnectionImplementation hcon = new HConnectionImplementation(); Thread scan1 = new Thread(new Runnable() { public void run() { hcon.testGetData("[scan1]"); } }); Thread scan2 = new Thread(new Runnable() { public void run() { hcon.testGetData("[scan2]"); } }); try{ scan1.start(); scan2.start(); TimeUnit.SECONDS.sleep(2); }catch (InterruptedException e){ System.out.println("----------testgetdata -------interrupt"); } } }
類名構造函數都模擬HBase Client,並且放大getData error的情形,當同時並發兩個scan操作時,前一個scan過程中,獲取不到root-region-server,在ZooKeeperNodeTracker中做stop() 時,后一個scan也開始在HConnectionImplementation中執行resetZooKeeperTrackers(),兩個資源ZooKeeperNodeTracker和HConnectionImplementation被各自分別占用等待,導致死鎖。模擬程序的死鎖解除可以更改
public synchronized boolean getData
方法為
public boolean getData
或
public synchronized void resetZooKeeperTrackers() { try{ if (rootRegionTracker != null) { rootRegionTracker.stop();
為
public void resetZooKeeperTrackers() { try{ if (rootRegionTracker != null) { synchronized(rootRegionTracker){ rootRegionTracker.stop();
解除互斥條件解決問題
3)最終解決方案
通過Hadoop大會現場跟HBase開發者Ted Yu咨詢,稱0.94.0有很多bug不穩定,建議升級到0.94.2,通過查看relase note, 官方的兩個patch地址已在0.94.1中修復 (通過對hbase源碼進行分析找對問題對應點,再看對應源碼svn詳細修改記錄)
1 通過避免嵌套重試循環來解決rpc線程卡死: https://issues.apache.org/jira/browse/HBASE-6326 .
2 通過等待-root-的region地址設置到root region tracker 來避免deadlock問題:https://issues.apache.org/jira/browse/HBASE-6115