接上文，我们创建表t1，列族c1，hbase.root目录为/new。当创建空表时，系统会自动生成一个空region，我们以这个region分配过程看下Region是如何在HMaster和Region server(以下简称rs)中创建的。大致过程如下：
1.HMaster指定分配计划，一个region只会分配给一个rs，多个rs均匀分配
2.多个rs并发执行assiagnment操作
3.先在zk的/hbase/assiangment目录下创建region节点，状态为‘offline’
4.RPC对应rs，请求分配region
5.master端开始等待所有region都被分配，通过zk的节点状态通信
6.rs端收到请求，执行异步OpenRegion操作
7.rs先把zk节点状态改为'opening'
8.rs执行open region操作，并初始化region，主要是创建region的HDFS目录，初始化Store
9.rs修改meta表中region对应的记录信息
10.rs修改zk节点中的状态为'opened'
11.master收到'opened'信息，认为该region已经assiagnment成功
12.所有region都成功后，master认为region批量创建成功
大概类图
在HMaster端提供了BulkAssigner，用来批量分配region，默认采用随即均匀分配，分配过程是一个rpc调用
public boolean bulkAssign(boolean sync) throws InterruptedException,
IOException {
boolean result = false;
ThreadFactoryBuilder builder = new ThreadFactoryBuilder();
builder.setDaemon(true);
builder.setNameFormat(getThreadNamePrefix() + "-%1$d");
builder.setUncaughtExceptionHandler(getUncaughtExceptionHandler());
int threadCount = getThreadCount();
java.util.concurrent.ExecutorService pool =
Executors.newFixedThreadPool(threadCount, builder.build());
try {
//提交任务，任务为SingleServerBulkAssigner
populatePool(pool);
// How long to wait on empty regions-in-transition. If we timeout, the
// RIT monitor should do fixup.
//等待
if (sync) result = waitUntilDone(getTimeoutOnRIT());
} finally {
// We're done with the pool. It'll exit when its done all in queue.
pool.shutdown();
}
return result;
}等待过程
boolean waitUntilNoRegionsInTransition(final long timeout, Set<HRegionInfo> regions)
throws InterruptedException {
// Blocks until there are no regions in transition.
//如果带处理的region有一个还在事务列表中，则继续等
//超时时间由hbase.bulk.assignment.waiton.empty.rit设置，默认5分钟
long startTime = System.currentTimeMillis();
long remaining = timeout;
boolean stillInTransition = true;
synchronized (regionsInTransition) {
while (regionsInTransition.size() > 0 && !this.master.isStopped() &&
remaining > 0 && stillInTransition) {
int count = 0;
for (RegionState rs : regionsInTransition.values()) {
if (regions.contains(rs.getRegion())) {
count++;
break;
}
}
if (count == 0) {
stillInTransition = false;
break;
}
regionsInTransition.wait(remaining);
remaining = timeout - (System.currentTimeMillis() - startTime);
}
}
return stillInTransition;
}AssignmentManager提供了assign(final ServerName destination,final List<HRegionInfo> regions)给每个rs批量assign region
void assign(final ServerName destination,
final List<HRegionInfo> regions) {
....
//强制初始化状态为offline
List<RegionState> states = new ArrayList<RegionState>(regions.size());
synchronized (this.regionsInTransition) {
for (HRegionInfo region: regions) {
states.add(forceRegionStateToOffline(region));
}
}
.....
// Presumption is that only this thread will be updating the state at this
// time; i.e. handlers on backend won't be trying to set it to OPEN, etc.
//给每个带分配的region创建zk的节点，目录为/hbase/unassigned，并初始化状态为offline。
//节点创建成功后，在callback中调用zk的exist，设置watcher，在exist操作的callback中将region的状态设为‘PENDING_OPEN’，递增counter
//所有region都需要设置成功
AtomicInteger counter = new AtomicInteger(0);
CreateUnassignedAsyncCallback cb =
new CreateUnassignedAsyncCallback(this.watcher, destination, counter);
for (RegionState state: states) {
if (!asyncSetOfflineInZooKeeper(state, destination, cb, state)) {
return;
}
}
// Wait until all unassigned nodes have been put up and watchers set.
int total = regions.size();
for (int oldCounter = 0; true;) {
int count = counter.get();
if (oldCounter != count) {
LOG.info(destination.toString() + " unassigned znodes=" + count +
" of total=" + total);
oldCounter = count;
}
if (count == total) break;
Threads.sleep(1);
}
// Move on to open regions.
try {
// Send OPEN RPC. If it fails on a IOE or RemoteException, the
// TimeoutMonitor will pick up the pieces.
//发送RPC请求给rs，如果rpc失败，可重试，最大超时时间60s
long maxWaitTime = System.currentTimeMillis() +
this.master.getConfiguration().
getLong("hbase.regionserver.rpc.startup.waittime", 60000);
while (!this.master.isStopped()) {
try {
this.serverManager.sendRegionOpen(destination, regions);
break;
} catch (RemoteException e) {
IOException decodedException = e.unwrapRemoteException();
if (decodedException instanceof RegionServerStoppedException) {
LOG.warn("The region server was shut down, ", decodedException);
// No need to retry, the region server is a goner.
return;
} else if (decodedException instanceof ServerNotRunningYetException) {
// This is the one exception to retry. For all else we should just fail
// the startup.
long now = System.currentTimeMillis();
if (now > maxWaitTime) throw e;
LOG.debug("Server is not yet up; waiting up to " +
(maxWaitTime - now) + "ms", e);
Thread.sleep(1000);
}
throw decodedException;
}
}
}
.......
}rs的RPC接口HRegionInterface.openRegions(final List<HRegionInfo> regions)，rs初始化region，并通过zk状态告知master是否成功，这是一个异步过程。
用户表open region为OpenRegionHandler，处理
public void process() throws IOException {
try {
.....
// If fails, just return. Someone stole the region from under us.
// Calling transitionZookeeperOfflineToOpening initalizes this.version.
//将/hbase/unassigned下的节点状态从‘offline’改成‘opening’
if (!transitionZookeeperOfflineToOpening(encodedName,
versionOfOfflineNode)) {
LOG.warn("Region was hijacked? It no longer exists, encodedName=" +
encodedName);
return;
}
// Open region. After a successful open, failures in subsequent
// processing needs to do a close as part of cleanup.
//执行open操作
region = openRegion();
if (region == null) {
tryTransitionToFailedOpen(regionInfo);
return;
}
boolean failed = true;
//open成功后，先更新下zk中的节点时间，再修改meta表中的region记录
//主要是修改meta表中的serverstartcode和server列
if (tickleOpening("post_region_open")) {
if (updateMeta(region)) {
failed = false;
}
}
//如果修改失败，或者进入stop阶段，关闭region，将zk节点状态设为‘FAILED_OPEN’
if (failed || this.server.isStopped() ||
this.rsServices.isStopping()) {
cleanupFailedOpen(region);
tryTransitionToFailedOpen(regionInfo);
return;
}
//将zk节点状态设为‘OPENED’，如果失败，关闭region
if (!transitionToOpened(region)) {
// If we fail to transition to opened, it's because of one of two cases:
// (a) we lost our ZK lease
// OR (b) someone else opened the region before us
// In either case, we don't need to transition to FAILED_OPEN state.
// In case (a), the Master will process us as a dead server. In case
// (b) the region is already being handled elsewhere anyway.
cleanupFailedOpen(region);
return;
}
// Successful region open, and add it to OnlineRegions
//添加到online列表
this.rsServices.addToOnlineRegions(region);
.....
}Region初始化
private long initializeRegionInternals(final CancelableProgressable reporter,
MonitoredTask status) throws IOException, UnsupportedEncodingException {
.....
// Write HRI to a file in case we need to recover .META.
status.setStatus("Writing region info on filesystem");
//写入.regioninfo文件，内容是HRegionInfo序列化的内容，region的元信息
checkRegioninfoOnFilesystem();
// Remove temporary data left over from old regions
status.setStatus("Cleaning up temporary data from old regions");
//.tmp目录删除
cleanupTmpDir();
// Load in all the HStores.
//
// Context: During replay we want to ensure that we do not lose any data. So, we
// have to be conservative in how we replay logs. For each store, we calculate
// the maxSeqId up to which the store was flushed. And, skip the edits which
// is equal to or lower than maxSeqId for each store.
//每个family启动一个线程加载store
//等全部store都加载后，取最大的seqId和memstoreTS
Map<byte[], Long> maxSeqIdInStores = new TreeMap<byte[], Long>(
Bytes.BYTES_COMPARATOR);
long maxSeqId = -1;
// initialized to -1 so that we pick up MemstoreTS from column families
long maxMemstoreTS = -1;
if (this.htableDescriptor != null &&
!htableDescriptor.getFamilies().isEmpty()) {
// initialize the thread pool for opening stores in parallel.
ThreadPoolExecutor storeOpenerThreadPool =
getStoreOpenAndCloseThreadPool(
"StoreOpenerThread-" + this.regionInfo.getRegionNameAsString());
CompletionService<Store> completionService =
new ExecutorCompletionService<Store>(storeOpenerThreadPool);
// initialize each store in parallel
for (final HColumnDescriptor family : htableDescriptor.getFamilies()) {
status.setStatus("Instantiating store for column family " + family);
completionService.submit(new Callable<Store>() {
public Store call() throws IOException {
return instantiateHStore(tableDir, family);
}
});
}
try {
for (int i = 0; i < htableDescriptor.getFamilies().size(); i++) {
Future<Store> future = completionService.take();
Store store = future.get();
this.stores.put(store.getColumnFamilyName().getBytes(), store);
long storeSeqId = store.getMaxSequenceId();
maxSeqIdInStores.put(store.getColumnFamilyName().getBytes(),
storeSeqId);
if (maxSeqId == -1 || storeSeqId > maxSeqId) {
maxSeqId = storeSeqId;
}
long maxStoreMemstoreTS = store.getMaxMemstoreTS();
if (maxStoreMemstoreTS > maxMemstoreTS) {
maxMemstoreTS = maxStoreMemstoreTS;
}
}
......
}
mvcc.initialize(maxMemstoreTS + 1);
// Recover any edits if available.
maxSeqId = Math.max(maxSeqId, replayRecoveredEditsIfAny(
this.regiondir, maxSeqIdInStores, reporter, status));
.......
this.lastFlushTime = EnvironmentEdgeManager.currentTimeMillis();
// Use maximum of log sequenceid or that which was found in stores
// (particularly if no recovered edits, seqid will be -1).
//递增seqid
long nextSeqid = maxSeqId + 1;
......
return nextSeqid;
}rs端的处理就是这些，master端通过zk的watcher监听rs端的region状态修改，AssignmentManager的nodeDataChanged方法就是用来处理这个的。
public void nodeDataChanged(String path) {
if(path.startsWith(watcher.assignmentZNode)) {
try {
Stat stat = new Stat();
//当data变化时，获取data，然后再设置watcher，下次继续处理
RegionTransitionData data = ZKAssign.getDataAndWatch(watcher, path, stat);
if (data == null) {
return;
}
handleRegion(data, stat.getVersion());
} catch (KeeperException e) {
master.abort("Unexpected ZK exception reading unassigned node data", e);
}
}
}当rs把region状态设为opening时
case RS_ZK_REGION_OPENING:
.....
// Transition to OPENING (or update stamp if already OPENING)
//更新时间
regionState.update(RegionState.State.OPENING,
data.getStamp(), data.getOrigin());
break;当rs把region状态设为‘opened‘时
case RS_ZK_REGION_OPENED:
......
// Handle OPENED by removing from transition and deleted zk node
//内存状态改为open
regionState.update(RegionState.State.OPEN,
data.getStamp(), data.getOrigin());
this.executorService.submit(
new OpenedRegionHandler(master, this, regionState.getRegion(),
data.getOrigin(), expectedVersion));
break;OpenedRegionHandler主要是删除之前创建的/hbase/unassigned下的region节点
public void process() {
// Code to defend against case where we get SPLIT before region open
// processing completes; temporary till we make SPLITs go via zk -- 0.92.
RegionState regionState = this.assignmentManager.isRegionInTransition(regionInfo);
boolean openedNodeDeleted = false;
if (regionState != null
&& regionState.getState().equals(RegionState.State.OPEN)) {
openedNodeDeleted = deleteOpenedNode(expectedVersion);
if (!openedNodeDeleted) {
LOG.error("The znode of region " + regionInfo.getRegionNameAsString()
+ " could not be deleted.");
}
}
......
}节点删除后，又有zk通知，AssignmentManager的nodeDeleted方法
public void nodeDeleted(final String path) {
if (path.startsWith(this.watcher.assignmentZNode)) {
String regionName = ZKAssign.getRegionName(this.master.getZooKeeper(), path);
RegionState rs = this.regionsInTransition.get(regionName);
if (rs != null) {
HRegionInfo regionInfo = rs.getRegion();
if (rs.isSplit()) {
LOG.debug("Ephemeral node deleted, regionserver crashed?, " +
"clearing from RIT; rs=" + rs);
regionOffline(rs.getRegion());
} else {
LOG.debug("The znode of region " + regionInfo.getRegionNameAsString()
+ " has been deleted.");
if (rs.isOpened()) {
makeRegionOnline(rs, regionInfo);
}
}
}
}
}region上线，将region从transition列表中删除，并更新servers和regions列表
void regionOnline(HRegionInfo regionInfo, ServerName sn) {
synchronized (this.regionsInTransition) {
RegionState rs =
this.regionsInTransition.remove(regionInfo.getEncodedName());
if (rs != null) {
this.regionsInTransition.notifyAll();
}
}
synchronized (this.regions) {
// Add check
ServerName oldSn = this.regions.get(regionInfo);
if (oldSn != null && serverManager.isServerOnline(oldSn)) {
LOG.warn("Overwriting " + regionInfo.getEncodedName() + " on old:"
+ oldSn + " with new:" + sn);
// remove region from old server
Set<HRegionInfo> hris = servers.get(oldSn);
if (hris != null) {
hris.remove(regionInfo);
}
}
if (isServerOnline(sn)) {
this.regions.put(regionInfo, sn);
addToServers(sn, regionInfo);
this.regions.notifyAll();
} else {
LOG.info("The server is not in online servers, ServerName=" +
sn.getServerName() + ", region=" + regionInfo.getEncodedName());
}
}
// Remove plan if one.
clearRegionPlan(regionInfo);
// Add the server to serversInUpdatingTimer
addToServersInUpdatingTimer(sn);
}
小节
region assignment主要关键点
1.region load balance，默认是随即均匀分配
2.master在/hbase/unassigned下建立region节点，方便后续和rs交互
3.rs初始化region在HDFS上的文件目录，包括.regioninfo文件和family目录
4.rs open region之后，将状态设为’opened‘，master认为region assignment成功，删除节点，并将region保存到online列表
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