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/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.hadoop.hbase.replication.regionserver;

import java.io.IOException;
import java.net.ConnectException;
import java.net.SocketTimeoutException;
import java.net.UnknownHostException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.TreeMap;
import java.util.concurrent.Callable;
import java.util.concurrent.CompletionService;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.ExecutorCompletionService;
import java.util.concurrent.Future;
import java.util.concurrent.ThreadPoolExecutor;
import java.util.concurrent.TimeUnit;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hbase.Abortable;
import org.apache.hadoop.hbase.CellUtil;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HConstants;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.TableNotFoundException;
import org.apache.hadoop.hbase.client.Admin;
import org.apache.hadoop.hbase.client.ClusterConnection;
import org.apache.hadoop.hbase.client.Connection;
import org.apache.hadoop.hbase.client.ConnectionFactory;
import org.apache.hadoop.hbase.ipc.RpcServer;
import org.apache.hadoop.hbase.protobuf.ReplicationProtbufUtil;
import org.apache.hadoop.hbase.regionserver.NoSuchColumnFamilyException;
import org.apache.hadoop.hbase.regionserver.wal.WALUtil;
import org.apache.hadoop.hbase.replication.HBaseReplicationEndpoint;
import org.apache.hadoop.hbase.replication.regionserver.ReplicationSinkManager.SinkPeer;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.hbase.util.CommonFSUtils;
import org.apache.hadoop.hbase.util.Threads;
import org.apache.hadoop.hbase.wal.WAL.Entry;
import org.apache.hadoop.hbase.wal.WALEdit;
import org.apache.hadoop.ipc.RemoteException;
import org.apache.yetus.audience.InterfaceAudience;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import org.apache.hbase.thirdparty.com.google.common.base.Preconditions;
import org.apache.hbase.thirdparty.com.google.common.util.concurrent.ThreadFactoryBuilder;

import org.apache.hadoop.hbase.shaded.protobuf.generated.AdminProtos.AdminService.BlockingInterface;

/**
 * A {@link org.apache.hadoop.hbase.replication.ReplicationEndpoint}
 * implementation for replicating to another HBase cluster.
 * For the slave cluster it selects a random number of peers
 * using a replication ratio. For example, if replication ration = 0.1
 * and slave cluster has 100 region servers, 10 will be selected.
 * 

* A stream is considered down when we cannot contact a region server on the * peer cluster for more than 55 seconds by default. *

*/ @InterfaceAudience.Private public class HBaseInterClusterReplicationEndpoint extends HBaseReplicationEndpoint { private static final Logger LOG = LoggerFactory.getLogger(HBaseInterClusterReplicationEndpoint.class); private static final long DEFAULT_MAX_TERMINATION_WAIT_MULTIPLIER = 2; /** Drop edits for tables that been deleted from the replication source and target */ public static final String REPLICATION_DROP_ON_DELETED_TABLE_KEY = "hbase.replication.drop.on.deleted.table"; /** Drop edits for CFs that been deleted from the replication source and target */ public static final String REPLICATION_DROP_ON_DELETED_COLUMN_FAMILY_KEY = "hbase.replication.drop.on.deleted.columnfamily"; private ClusterConnection conn; private Configuration localConf; private Configuration conf; // How long should we sleep for each retry private long sleepForRetries; // Maximum number of retries before taking bold actions private int maxRetriesMultiplier; // Socket timeouts require even bolder actions since we don't want to DDOS private int socketTimeoutMultiplier; // Amount of time for shutdown to wait for all tasks to complete private long maxTerminationWait; // Size limit for replication RPCs, in bytes private int replicationRpcLimit; //Metrics for this source private MetricsSource metrics; // Handles connecting to peer region servers private ReplicationSinkManager replicationSinkMgr; private boolean peersSelected = false; private String replicationClusterId = ""; private ThreadPoolExecutor exec; private int maxThreads; private Path baseNamespaceDir; private Path hfileArchiveDir; private boolean replicationBulkLoadDataEnabled; private Abortable abortable; private boolean dropOnDeletedTables; private boolean dropOnDeletedColumnFamilies; private boolean isSerial = false; //Initialising as 0 to guarantee at least one logging message private long lastSinkFetchTime = 0; /* * Some implementations of HBaseInterClusterReplicationEndpoint may require instantiating * different Connection implementations, or initialize it in a different way, * so defining createConnection as protected for possible overridings. */ protected Connection createConnection(Configuration conf) throws IOException { return ConnectionFactory.createConnection(conf); } /* * Some implementations of HBaseInterClusterReplicationEndpoint may require instantiating * different ReplicationSinkManager implementations, or initialize it in a different way, * so defining createReplicationSinkManager as protected for possible overridings. */ protected ReplicationSinkManager createReplicationSinkManager(Connection conn) { return new ReplicationSinkManager((ClusterConnection) conn, this.ctx.getPeerId(), this, this.conf); } @Override public void init(Context context) throws IOException { super.init(context); this.conf = HBaseConfiguration.create(ctx.getConfiguration()); this.localConf = HBaseConfiguration.create(ctx.getLocalConfiguration()); decorateConf(); this.maxRetriesMultiplier = this.conf.getInt("replication.source.maxretriesmultiplier", 300); this.socketTimeoutMultiplier = this.conf.getInt("replication.source.socketTimeoutMultiplier", maxRetriesMultiplier); // A Replicator job is bound by the RPC timeout. We will wait this long for all Replicator // tasks to terminate when doStop() is called. long maxTerminationWaitMultiplier = this.conf.getLong( "replication.source.maxterminationmultiplier", DEFAULT_MAX_TERMINATION_WAIT_MULTIPLIER); this.maxTerminationWait = maxTerminationWaitMultiplier * this.conf.getLong(HConstants.HBASE_RPC_TIMEOUT_KEY, HConstants.DEFAULT_HBASE_RPC_TIMEOUT); // TODO: This connection is replication specific or we should make it particular to // replication and make replication specific settings such as compression or codec to use // passing Cells. Connection connection = createConnection(this.conf); //Since createConnection method may be overridden by extending classes, we need to make sure //it's indeed returning a ClusterConnection instance. Preconditions.checkState(connection instanceof ClusterConnection); this.conn = (ClusterConnection) connection; this.sleepForRetries = this.conf.getLong("replication.source.sleepforretries", 1000); this.metrics = context.getMetrics(); // ReplicationQueueInfo parses the peerId out of the znode for us this.replicationSinkMgr = createReplicationSinkManager(conn); // per sink thread pool this.maxThreads = this.conf.getInt(HConstants.REPLICATION_SOURCE_MAXTHREADS_KEY, HConstants.REPLICATION_SOURCE_MAXTHREADS_DEFAULT); this.exec = Threads.getBoundedCachedThreadPool(maxThreads, 60, TimeUnit.SECONDS, new ThreadFactoryBuilder().setDaemon(true).setNameFormat("SinkThread-%d").build()); this.abortable = ctx.getAbortable(); // Set the size limit for replication RPCs to 95% of the max request size. // We could do with less slop if we have an accurate estimate of encoded size. Being // conservative for now. this.replicationRpcLimit = (int)(0.95 * conf.getLong(RpcServer.MAX_REQUEST_SIZE, RpcServer.DEFAULT_MAX_REQUEST_SIZE)); this.dropOnDeletedTables = this.conf.getBoolean(REPLICATION_DROP_ON_DELETED_TABLE_KEY, false); this.dropOnDeletedColumnFamilies = this.conf .getBoolean(REPLICATION_DROP_ON_DELETED_COLUMN_FAMILY_KEY, false); this.replicationBulkLoadDataEnabled = conf.getBoolean(HConstants.REPLICATION_BULKLOAD_ENABLE_KEY, HConstants.REPLICATION_BULKLOAD_ENABLE_DEFAULT); if (this.replicationBulkLoadDataEnabled) { replicationClusterId = this.conf.get(HConstants.REPLICATION_CLUSTER_ID); } // Construct base namespace directory and hfile archive directory path Path rootDir = CommonFSUtils.getRootDir(conf); Path baseNSDir = new Path(HConstants.BASE_NAMESPACE_DIR); baseNamespaceDir = new Path(rootDir, baseNSDir); hfileArchiveDir = new Path(rootDir, new Path(HConstants.HFILE_ARCHIVE_DIRECTORY, baseNSDir)); isSerial = context.getPeerConfig().isSerial(); } private void decorateConf() { String replicationCodec = this.conf.get(HConstants.REPLICATION_CODEC_CONF_KEY); if (StringUtils.isNotEmpty(replicationCodec)) { this.conf.set(HConstants.RPC_CODEC_CONF_KEY, replicationCodec); } } private void connectToPeers() { getRegionServers(); int sleepMultiplier = 1; // Connect to peer cluster first, unless we have to stop while (this.isRunning() && replicationSinkMgr.getNumSinks() == 0) { replicationSinkMgr.chooseSinks(); if (this.isRunning() && replicationSinkMgr.getNumSinks() == 0) { if (sleepForRetries("Waiting for peers", sleepMultiplier)) { sleepMultiplier++; } } } } /** * Do the sleeping logic * @param msg Why we sleep * @param sleepMultiplier by how many times the default sleeping time is augmented * @return True if sleepMultiplier is < maxRetriesMultiplier */ private boolean sleepForRetries(String msg, int sleepMultiplier) { try { if (LOG.isTraceEnabled()) { LOG.trace("{} {}, sleeping {} times {}", logPeerId(), msg, sleepForRetries, sleepMultiplier); } Thread.sleep(this.sleepForRetries * sleepMultiplier); } catch (InterruptedException e) { Thread.currentThread().interrupt(); if (LOG.isDebugEnabled()) { LOG.debug("{} {} Interrupted while sleeping between retries", msg, logPeerId()); } } return sleepMultiplier < maxRetriesMultiplier; } private int getEstimatedEntrySize(Entry e) { long size = e.getKey().estimatedSerializedSizeOf() + e.getEdit().estimatedSerializedSizeOf(); return (int) size; } private List> createParallelBatches(final List entries) { int numSinks = Math.max(replicationSinkMgr.getNumSinks(), 1); int n = Math.min(Math.min(this.maxThreads, entries.size() / 100 + 1), numSinks); List> entryLists = Stream.generate(ArrayList::new).limit(n).collect(Collectors.toList()); int[] sizes = new int[n]; for (Entry e : entries) { int index = Math.abs(Bytes.hashCode(e.getKey().getEncodedRegionName()) % n); int entrySize = getEstimatedEntrySize(e); // If this batch has at least one entry and is over sized, move it to the tail of list and // initialize the entryLists[index] to be a empty list. if (sizes[index] > 0 && sizes[index] + entrySize > replicationRpcLimit) { entryLists.add(entryLists.get(index)); entryLists.set(index, new ArrayList<>()); sizes[index] = 0; } entryLists.get(index).add(e); sizes[index] += entrySize; } return entryLists; } private List> createSerialBatches(final List entries) { Map> regionEntries = new TreeMap<>(Bytes.BYTES_COMPARATOR); for (Entry e : entries) { regionEntries.computeIfAbsent(e.getKey().getEncodedRegionName(), key -> new ArrayList<>()) .add(e); } return new ArrayList<>(regionEntries.values()); } /** * Divide the entries into multiple batches, so that we can replicate each batch in a thread pool * concurrently. Note that, for serial replication, we need to make sure that entries from the * same region to be replicated serially, so entries from the same region consist of a batch, and * we will divide a batch into several batches by replicationRpcLimit in method * serialReplicateRegionEntries() */ private List> createBatches(final List entries) { if (isSerial) { return createSerialBatches(entries); } else { return createParallelBatches(entries); } } /** * Check if there's an {@link TableNotFoundException} in the caused by stacktrace. */ public static boolean isTableNotFoundException(Throwable io) { if (io instanceof RemoteException) { io = ((RemoteException) io).unwrapRemoteException(); } if (io != null && io.getMessage().contains("TableNotFoundException")) { return true; } for (; io != null; io = io.getCause()) { if (io instanceof TableNotFoundException) { return true; } } return false; } /** * Check if there's an {@link NoSuchColumnFamilyException} in the caused by stacktrace. */ public static boolean isNoSuchColumnFamilyException(Throwable io) { if (io instanceof RemoteException) { io = ((RemoteException) io).unwrapRemoteException(); } if (io != null && io.getMessage().contains("NoSuchColumnFamilyException")) { return true; } for (; io != null; io = io.getCause()) { if (io instanceof NoSuchColumnFamilyException) { return true; } } return false; } List> filterNotExistTableEdits(final List> oldEntryList) { List> entryList = new ArrayList<>(); Map existMap = new HashMap<>(); try (Connection localConn = ConnectionFactory.createConnection(ctx.getLocalConfiguration()); Admin localAdmin = localConn.getAdmin()) { for (List oldEntries : oldEntryList) { List entries = new ArrayList<>(); for (Entry e : oldEntries) { TableName tableName = e.getKey().getTableName(); boolean exist = true; if (existMap.containsKey(tableName)) { exist = existMap.get(tableName); } else { try { exist = localAdmin.tableExists(tableName); existMap.put(tableName, exist); } catch (IOException iox) { LOG.warn("Exception checking for local table " + tableName, iox); // we can't drop edits without full assurance, so we assume table exists. exist = true; } } if (exist) { entries.add(e); } else { // Would potentially be better to retry in one of the outer loops // and add a table filter there; but that would break the encapsulation, // so we're doing the filtering here. LOG.warn("Missing table detected at sink, local table also does not exist, " + "filtering edits for table '{}'", tableName); } } if (!entries.isEmpty()) { entryList.add(entries); } } } catch (IOException iox) { LOG.warn("Exception when creating connection to check local table", iox); return oldEntryList; } return entryList; } List> filterNotExistColumnFamilyEdits(final List> oldEntryList) { List> entryList = new ArrayList<>(); Map> existColumnFamilyMap = new HashMap<>(); try (Connection localConn = ConnectionFactory.createConnection(ctx.getLocalConfiguration()); Admin localAdmin = localConn.getAdmin()) { for (List oldEntries : oldEntryList) { List entries = new ArrayList<>(); for (Entry e : oldEntries) { TableName tableName = e.getKey().getTableName(); if (!existColumnFamilyMap.containsKey(tableName)) { try { Set cfs = localAdmin.getDescriptor(tableName).getColumnFamilyNames().stream() .map(Bytes::toString).collect(Collectors.toSet()); existColumnFamilyMap.put(tableName, cfs); } catch (Exception ex) { LOG.warn("Exception getting cf names for local table {}", tableName, ex); // if catch any exception, we are not sure about table's description, // so replicate raw entry entries.add(e); continue; } } Set existColumnFamilies = existColumnFamilyMap.get(tableName); Set missingCFs = new HashSet<>(); WALEdit walEdit = new WALEdit(); walEdit.getCells().addAll(e.getEdit().getCells()); WALUtil.filterCells(walEdit, cell -> { String cf = Bytes.toString(CellUtil.cloneFamily(cell)); if (existColumnFamilies.contains(cf)) { return cell; } else { missingCFs.add(cf); return null; } }); if (!walEdit.isEmpty()) { Entry newEntry = new Entry(e.getKey(), walEdit); entries.add(newEntry); } if (!missingCFs.isEmpty()) { // Would potentially be better to retry in one of the outer loops // and add a table filter there; but that would break the encapsulation, // so we're doing the filtering here. LOG.warn( "Missing column family detected at sink, local column family also does not exist," + " filtering edits for table '{}',column family '{}'", tableName, missingCFs); } } if (!entries.isEmpty()) { entryList.add(entries); } } } catch (IOException iox) { LOG.warn("Exception when creating connection to check local table", iox); return oldEntryList; } return entryList; } private void reconnectToPeerCluster() { ClusterConnection connection = null; try { connection = (ClusterConnection) ConnectionFactory.createConnection(this.conf); } catch (IOException ioe) { LOG.warn("{} Failed to create connection for peer cluster", logPeerId(), ioe); } if (connection != null) { this.conn = connection; } } private long parallelReplicate(CompletionService pool, ReplicateContext replicateContext, List> batches) throws IOException { int futures = 0; for (int i = 0; i < batches.size(); i++) { List entries = batches.get(i); if (!entries.isEmpty()) { if (LOG.isTraceEnabled()) { LOG.trace("{} Submitting {} entries of total size {}", logPeerId(), entries.size(), replicateContext.getSize()); } // RuntimeExceptions encountered here bubble up and are handled in ReplicationSource pool.submit(createReplicator(entries, i, replicateContext.getTimeout())); futures++; } } IOException iox = null; long lastWriteTime = 0; for (int i = 0; i < futures; i++) { try { // wait for all futures, remove successful parts // (only the remaining parts will be retried) Future f = pool.take(); int index = f.get(); List batch = batches.get(index); batches.set(index, Collections.emptyList()); // remove successful batch // Find the most recent write time in the batch long writeTime = batch.get(batch.size() - 1).getKey().getWriteTime(); if (writeTime > lastWriteTime) { lastWriteTime = writeTime; } } catch (InterruptedException ie) { iox = new IOException(ie); } catch (ExecutionException ee) { iox = ee.getCause() instanceof IOException? (IOException)ee.getCause(): new IOException(ee.getCause()); } } if (iox != null) { // if we had any exceptions, try again throw iox; } return lastWriteTime; } /** * Do the shipping logic */ @Override public boolean replicate(ReplicateContext replicateContext) { CompletionService pool = new ExecutorCompletionService<>(this.exec); int sleepMultiplier = 1; if (!peersSelected && this.isRunning()) { connectToPeers(); peersSelected = true; } int numSinks = replicationSinkMgr.getNumSinks(); if (numSinks == 0) { if((System.currentTimeMillis() - lastSinkFetchTime) >= (maxRetriesMultiplier*1000)) { LOG.warn( "No replication sinks found, returning without replicating. " + "The source should retry with the same set of edits. Not logging this again for " + "the next {} seconds.", maxRetriesMultiplier); lastSinkFetchTime = System.currentTimeMillis(); } sleepForRetries("No sinks available at peer", sleepMultiplier); return false; } List> batches = createBatches(replicateContext.getEntries()); while (this.isRunning() && !exec.isShutdown()) { if (!isPeerEnabled()) { if (sleepForRetries("Replication is disabled", sleepMultiplier)) { sleepMultiplier++; } continue; } if (this.conn == null || this.conn.isClosed()) { reconnectToPeerCluster(); } try { // replicate the batches to sink side. parallelReplicate(pool, replicateContext, batches); return true; } catch (IOException ioe) { if (ioe instanceof RemoteException) { if (dropOnDeletedTables && isTableNotFoundException(ioe)) { // Only filter the edits to replicate and don't change the entries in replicateContext // as the upper layer rely on it. batches = filterNotExistTableEdits(batches); if (batches.isEmpty()) { LOG.warn("After filter not exist table's edits, 0 edits to replicate, just return"); return true; } } else if (dropOnDeletedColumnFamilies && isNoSuchColumnFamilyException(ioe)) { batches = filterNotExistColumnFamilyEdits(batches); if (batches.isEmpty()) { LOG.warn("After filter not exist column family's edits, 0 edits to replicate, " + "just return"); return true; } } else { LOG.warn("{} Peer encountered RemoteException, rechecking all sinks: ", logPeerId(), ioe); replicationSinkMgr.chooseSinks(); } } else { if (ioe instanceof SocketTimeoutException) { // This exception means we waited for more than 60s and nothing // happened, the cluster is alive and calling it right away // even for a test just makes things worse. sleepForRetries("Encountered a SocketTimeoutException. Since the " + "call to the remote cluster timed out, which is usually " + "caused by a machine failure or a massive slowdown", this.socketTimeoutMultiplier); } else if (ioe instanceof ConnectException || ioe instanceof UnknownHostException) { LOG.warn("{} Peer is unavailable, rechecking all sinks: ", logPeerId(), ioe); replicationSinkMgr.chooseSinks(); } else { LOG.warn("{} Can't replicate because of a local or network error: ", logPeerId(), ioe); } } if (sleepForRetries("Since we are unable to replicate", sleepMultiplier)) { sleepMultiplier++; } } } return false; // in case we exited before replicating } protected boolean isPeerEnabled() { return ctx.getReplicationPeer().isPeerEnabled(); } @Override protected void doStop() { disconnect(); // don't call super.doStop() if (this.conn != null) { try { this.conn.close(); this.conn = null; } catch (IOException e) { LOG.warn("{} Failed to close the connection", logPeerId()); } } // Allow currently running replication tasks to finish exec.shutdown(); try { exec.awaitTermination(maxTerminationWait, TimeUnit.MILLISECONDS); } catch (InterruptedException e) { } // Abort if the tasks did not terminate in time if (!exec.isTerminated()) { String errMsg = "HBaseInterClusterReplicationEndpoint termination failed. The " + "ThreadPoolExecutor failed to finish all tasks within " + maxTerminationWait + "ms. " + "Aborting to prevent Replication from deadlocking. See HBASE-16081."; abortable.abort(errMsg, new IOException(errMsg)); } notifyStopped(); } protected int replicateEntries(List entries, int batchIndex, int timeout) throws IOException { SinkPeer sinkPeer = null; try { int entriesHashCode = System.identityHashCode(entries); if (LOG.isTraceEnabled()) { long size = entries.stream().mapToLong(this::getEstimatedEntrySize).sum(); LOG.trace("{} Replicating batch {} of {} entries with total size {} bytes to {}", logPeerId(), entriesHashCode, entries.size(), size, replicationClusterId); } sinkPeer = replicationSinkMgr.getReplicationSink(); BlockingInterface rrs = sinkPeer.getRegionServer(); try { ReplicationProtbufUtil.replicateWALEntry(rrs, entries.toArray(new Entry[entries.size()]), replicationClusterId, baseNamespaceDir, hfileArchiveDir, timeout); if (LOG.isTraceEnabled()) { LOG.trace("{} Completed replicating batch {}", logPeerId(), entriesHashCode); } } catch (IOException e) { if (LOG.isTraceEnabled()) { LOG.trace("{} Failed replicating batch {}", logPeerId(), entriesHashCode, e); } throw e; } replicationSinkMgr.reportSinkSuccess(sinkPeer); } catch (IOException ioe) { if (sinkPeer != null) { replicationSinkMgr.reportBadSink(sinkPeer); } throw ioe; } return batchIndex; } private int serialReplicateRegionEntries(List entries, int batchIndex, int timeout) throws IOException { int batchSize = 0, index = 0; List batch = new ArrayList<>(); for (Entry entry : entries) { int entrySize = getEstimatedEntrySize(entry); if (batchSize > 0 && batchSize + entrySize > replicationRpcLimit) { replicateEntries(batch, index++, timeout); batch.clear(); batchSize = 0; } batch.add(entry); batchSize += entrySize; } if (batchSize > 0) { replicateEntries(batch, index, timeout); } return batchIndex; } protected Callable createReplicator(List entries, int batchIndex, int timeout) { return isSerial ? () -> serialReplicateRegionEntries(entries, batchIndex, timeout) : () -> replicateEntries(entries, batchIndex, timeout); } private String logPeerId(){ return "[Source for peer " + this.ctx.getPeerId() + "]:"; } }




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