com.xiaomi.infra.galaxy.talos.consumer.TalosConsumer Maven / Gradle / Ivy
/**
* Copyright 2015, Xiaomi.
* All rights reserved.
* Author: [email protected]
*/
package com.xiaomi.infra.galaxy.talos.consumer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.locks.ReadWriteLock;
import java.util.concurrent.locks.ReentrantReadWriteLock;
import com.google.common.base.Preconditions;
import libthrift091.TException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.xiaomi.infra.galaxy.rpc.thrift.Credential;
import com.xiaomi.infra.galaxy.talos.admin.TalosAdmin;
import com.xiaomi.infra.galaxy.talos.client.TalosClientFactory;
import com.xiaomi.infra.galaxy.talos.client.TopicAbnormalCallback;
import com.xiaomi.infra.galaxy.talos.client.Utils;
import com.xiaomi.infra.galaxy.talos.thrift.ConsumeUnit;
import com.xiaomi.infra.galaxy.talos.thrift.ConsumerService;
import com.xiaomi.infra.galaxy.talos.thrift.DescribeTopicRequest;
import com.xiaomi.infra.galaxy.talos.thrift.LockWorkerRequest;
import com.xiaomi.infra.galaxy.talos.thrift.LockWorkerResponse;
import com.xiaomi.infra.galaxy.talos.thrift.QueryWorkerRequest;
import com.xiaomi.infra.galaxy.talos.thrift.QueryWorkerResponse;
import com.xiaomi.infra.galaxy.talos.thrift.RenewRequest;
import com.xiaomi.infra.galaxy.talos.thrift.RenewResponse;
import com.xiaomi.infra.galaxy.talos.thrift.Topic;
import com.xiaomi.infra.galaxy.talos.thrift.TopicTalosResourceName;
public class TalosConsumer {
/**
* Check Partition Task
*
* if partition number change, invoke ReBalanceTask
*/
private class CheckPartitionTask implements Runnable {
@Override
public void run() {
Topic topic;
try {
topic = talosAdmin.describeTopic(new DescribeTopicRequest(topicName));
} catch (Throwable throwable) {
LOG.error("Exception in CheckPartitionTask: " + throwable.toString());
// if throwable instance of HBaseOperationFailed, just return
// if throwable instance of TopicNotExist, cancel all reading task
if (Utils.isTopicNotExist(throwable)) {
cancelAllConsumingTask();
topicAbnormalCallback.abnormalHandler(topicTalosResourceName, throwable);
}
return;
}
if (!topicTalosResourceName.equals(
topic.getTopicInfo().getTopicTalosResourceName())) {
String errMsg = "The topic: " +
topicTalosResourceName.getTopicTalosResourceName() +
" not exist. It might have been deleted. " +
"The getMessage threads will be cancel.";
LOG.error(errMsg);
cancelAllConsumingTask();
topicAbnormalCallback.abnormalHandler(topicTalosResourceName,
new Throwable(errMsg));
return;
}
int topicPartitionNum = topic.getTopicAttribute().getPartitionNumber();
if (partitionNumber < topicPartitionNum) {
LOG.info("partitionNumber changed from " + partitionNumber + " to " +
topicPartitionNum + ", execute a re-balance task.");
// update partition number and call the re-balance
setPartitionNumber(topicPartitionNum);
// call the re-balance task
reBalanceExecutor.execute(new ReBalanceTask());
}
}
} // checkPartitionTask
/**
* Check Worker Info Task
*
* check alive worker number and get the worker serving map
* 1) get the latest worker info and synchronized update the local workInfoMap
* 2) invoke the ReBalanceTask every time
*
* Note:
* a) current alive workers refer to scan 'consumerGroup+Topic+Worker'
* b) all serving partitions got by the a)'s alive workers
*
* G+T+W G+T+P
* yes no -- normal, exist idle workers
* no yes -- abnormal, but ttl will fix it
*/
private class CheckWorkerInfoTask implements Runnable {
@Override
public void run() {
try {
getWorkerInfo();
} catch (Throwable e) {
LOG.error("Get worker info error: " + e.toString());
}
// invoke the re-balance task every time
reBalanceExecutor.execute(new ReBalanceTask());
}
}
/**
* Re-Balance Task
*
* This task just re-calculate the 'has'/'max'/'min' and try to steal/release
* 'CheckPartitionTask' takes charge of updating partitionNumber
* 'CheckWorkerInfoTask' takes charge of updating workerInfoMap
*/
private class ReBalanceTask implements Runnable {
@Override
public void run() {
makeBalance();
}
} // ReBalanceTask
/**
* ReNew Task (contains two sections per renew)
*
* Note: we make renew process outside rather than inner PartitionFetcher class
* because:
* 1) make the partitionFetcher heartbeat and worker heartbeat together
* 2) renew all the serving partitions lock within one rpc process,
* which prevent massive rpc request to server
*
* when get what to renew, we take 'partitionFetcherMap' as guideline
*/
private class ReNewTask implements Runnable {
private List getRenewPartitionList() {
List toRenewList = new ArrayList();
readWriteLock.readLock().lock();
for (Map.Entry entry :
partitionFetcherMap.entrySet()) {
if (entry.getValue().isHoldingLock()) {
toRenewList.add(entry.getKey());
}
}
readWriteLock.readLock().unlock();
return toRenewList;
}
@Override
public void run() {
List toRenewPartitionList = getRenewPartitionList();
ConsumeUnit consumeUnit = new ConsumeUnit(consumerGroup,
topicTalosResourceName, toRenewPartitionList, workerId);
RenewRequest renewRequest = new RenewRequest(consumeUnit);
RenewResponse renewResponse = null;
// plus 1 to include the first renew operation
int maxRetry = talosConsumerConfig.getReNewMaxRetry() + 1;
while (maxRetry-- > 0) {
try {
renewResponse = consumerClient.renew(renewRequest);
} catch (Throwable e) {
LOG.error("Worker: " + workerId + " renew error: " + e.toString());
continue;
}
// 1) make heartbeat success and renew partitions success
if (renewResponse.isHeartbeatSuccess() &&
renewResponse.getFailedPartitionListSize() == 0) {
if (LOG.isDebugEnabled()) {
LOG.debug("The worker: " + workerId +
" success heartbeat and renew partitions: " + toRenewPartitionList);
}
return;
}
}
// 2) make heart beat failed, cancel all partitions
// no need to renew anything, so block the renew thread and cancel all task
if (renewResponse != null && !renewResponse.isHeartbeatSuccess()) {
LOG.error("The worker: " + workerId +
" failed to make heartbeat, cancel all consumer task");
cancelAllConsumingTask();
}
// 3) make heartbeat success but renew some partitions failed
// stop read, commit offset, unlock for renew failed partitions
// the release process is graceful, so may be a long time,
// do not block the renew thread and switch thread to re-balance thread
if (renewResponse != null && renewResponse.getFailedPartitionListSize() > 0) {
List failedRenewList = renewResponse.getFailedPartitionList();
LOG.error("The worker: " + workerId +
" failed to renew partitions: " + failedRenewList);
releasePartitionLock(failedRenewList);
}
}
}
private class WorkerPair implements Comparable {
private String workerId;
private int hasPartitionNum;
private WorkerPair(String workerId, int hasPartitionNum) {
this.workerId = workerId;
this.hasPartitionNum = hasPartitionNum;
}
@Override
public int compareTo(WorkerPair o) {
int temp = o.hasPartitionNum - hasPartitionNum; // descending sort
if (0 == temp) {
return o.workerId.compareTo(workerId);
}
return temp;
}
@Override
public String toString() {
return "{'" + workerId + '\'' + ", " + hasPartitionNum + '}';
}
}
private static final Logger LOG = LoggerFactory.getLogger(TalosConsumer.class);
private String workerId;
private Random random;
private String consumerGroup;
private MessageProcessorFactory messageProcessorFactory;
private MessageReaderFactory messageReaderFactory;
private Map partitionFetcherMap;
private TalosConsumerConfig talosConsumerConfig;
private TalosClientFactory talosClientFactory;
private TalosAdmin talosAdmin;
private ConsumerService.Iface consumerClient;
private TopicAbnormalCallback topicAbnormalCallback;
private ReadWriteLock readWriteLock;
// 3 single scheduledExecutor respectively used for
// a) checking partition number periodically
// b) checking alive worker info periodically
// c) renew worker heartbeat and serving partition locks periodically
private ScheduledExecutorService partitionScheduledExecutor;
private ScheduledExecutorService workerScheduleExecutor;
private ScheduledExecutorService renewScheduleExecutor;
// reBalanceExecutor is a single thread pool to execute re-balance task
private ExecutorService reBalanceExecutor;
// init by getting from rpc call as follows
private String topicName;
private int partitionNumber;
private TopicTalosResourceName topicTalosResourceName;
private Map> workerInfoMap;
private TalosConsumer(String consumerGroupName, TalosConsumerConfig consumerConfig,
Credential credential, TopicTalosResourceName topicTalosResourceName,
MessageReaderFactory messageReaderFactory,
MessageProcessorFactory messageProcessorFactory, String clientIdPrefix,
TopicAbnormalCallback abnormalCallback) throws TException {
workerId = Utils.generateClientId(clientIdPrefix);
random = new Random();
Utils.checkNameValidity(consumerGroupName);
consumerGroup = consumerGroupName;
this.messageProcessorFactory = messageProcessorFactory;
this.messageReaderFactory = messageReaderFactory;
partitionFetcherMap = new ConcurrentHashMap();
talosConsumerConfig = consumerConfig;
talosClientFactory = new TalosClientFactory(talosConsumerConfig, credential);
talosAdmin = new TalosAdmin(talosClientFactory);
consumerClient = talosClientFactory.newConsumerClient();
topicAbnormalCallback = abnormalCallback;
readWriteLock = new ReentrantReadWriteLock();
partitionScheduledExecutor = Executors.newSingleThreadScheduledExecutor();
workerScheduleExecutor = Executors.newSingleThreadScheduledExecutor();
renewScheduleExecutor = Executors.newSingleThreadScheduledExecutor();
reBalanceExecutor = Executors.newSingleThreadExecutor();
LOG.info("The worker: " + workerId + " is initializing...");
// check and get topic info such as partitionNumber
checkAndGetTopicInfo(topicTalosResourceName);
// register self workerId
registerSelf();
// get worker info
getWorkerInfo();
// do balance and init simple consumer
makeBalance();
// start CheckPartitionTask/CheckWorkerInfoTask/RenewTask
initCheckPartitionTask();
initCheckWorkerInfoTask();
initRenewTask();
}
public TalosConsumer(String consumerGroupName, TalosConsumerConfig consumerConfig,
Credential credential, TopicTalosResourceName topicTalosResourceName,
MessageProcessorFactory messageProcessorFactory, String clientIdPrefix,
TopicAbnormalCallback abnormalCallback)
throws TException {
this(consumerGroupName, consumerConfig, credential, topicTalosResourceName,
new TalosMessageReaderFactory(), messageProcessorFactory, clientIdPrefix,
abnormalCallback);
}
public TalosConsumer(String consumerGroup, TalosConsumerConfig consumerConfig,
TopicTalosResourceName topicTalosResourceName,
MessageProcessorFactory messageProcessorFactory,
TopicAbnormalCallback topicAbnormalCallback) throws TException {
this(consumerGroup, consumerConfig, new Credential(),
topicTalosResourceName, messageProcessorFactory, topicAbnormalCallback);
}
public TalosConsumer(String consumerGroup, TalosConsumerConfig consumerConfig,
Credential credential, TopicTalosResourceName topicTalosResourceName,
MessageProcessorFactory messageProcessorFactory,
TopicAbnormalCallback topicAbnormalCallback) throws TException {
this(consumerGroup, consumerConfig, credential, topicTalosResourceName,
messageProcessorFactory, "", topicAbnormalCallback);
}
// for test
public TalosConsumer(String consumerGroupName, TalosConsumerConfig consumerConfig,
TopicTalosResourceName topicTalosResourceName, String workerId,
TopicAbnormalCallback abnormalCallback,
ConsumerService.Iface consumerClientMock, TalosAdmin talosAdminMock,
Map fetcherMap) throws Exception {
this.workerId = workerId;
random = new Random();
consumerGroup = consumerGroupName;
partitionFetcherMap = fetcherMap;
talosConsumerConfig = consumerConfig;
talosAdmin = talosAdminMock;
consumerClient = consumerClientMock;
topicAbnormalCallback = abnormalCallback;
readWriteLock = new ReentrantReadWriteLock();
partitionScheduledExecutor = Executors.newSingleThreadScheduledExecutor();
workerScheduleExecutor = Executors.newSingleThreadScheduledExecutor();
renewScheduleExecutor = Executors.newSingleThreadScheduledExecutor();
reBalanceExecutor = Executors.newSingleThreadExecutor();
LOG.info("The worker: " + workerId + " is initializing...");
// check and get topic info such as partitionNumber
checkAndGetTopicInfo(topicTalosResourceName);
// register self workerId
registerSelf();
// get worker info
getWorkerInfo();
// do balance and init simple consumer
makeBalance();
// start CheckPartitionTask/CheckWorkerInfoTask/RenewTask
initCheckPartitionTask();
initCheckWorkerInfoTask();
initRenewTask();
}
private void checkAndGetTopicInfo(TopicTalosResourceName topicTalosResourceName)
throws TException {
topicName = Utils.getTopicNameByResourceName(
topicTalosResourceName.getTopicTalosResourceName());
Topic topic = talosAdmin.describeTopic(new DescribeTopicRequest(topicName));
if (!topicTalosResourceName.equals(
topic.getTopicInfo().getTopicTalosResourceName())) {
LOG.info("The consumer initialize failed by topic not found");
throw new IllegalArgumentException("The topic: " +
topicTalosResourceName.getTopicTalosResourceName() + " not found");
}
setPartitionNumber(topic.getTopicAttribute().getPartitionNumber());
this.topicTalosResourceName = topicTalosResourceName;
LOG.info("The worker: " + workerId + " check and get topic info done");
}
private void registerSelf() throws TException {
ConsumeUnit consumeUnit = new ConsumeUnit(consumerGroup,
topicTalosResourceName, new ArrayList(), workerId);
LockWorkerRequest request = new LockWorkerRequest(consumeUnit);
LockWorkerResponse lockWorkerResponse = null;
int tryCount = talosConsumerConfig.getSelfRegisterMaxRetry() + 1;
while (tryCount-- > 0) {
lockWorkerResponse = consumerClient.lockWorker(request);
if (lockWorkerResponse.isRegisterSuccess()) {
LOG.info("The worker: " + workerId + " register self success");
return;
}
LOG.warn("The worker: " + workerId +
" register self failed, make " + tryCount + " retry");
}
LOG.error("The worker: " + workerId + " register self failed");
throw new RuntimeException(workerId + " register self failed");
}
private void getWorkerInfo() throws TException {
QueryWorkerRequest queryWorkerRequest = new QueryWorkerRequest(
consumerGroup, topicTalosResourceName);
QueryWorkerResponse queryWorkerResponse = consumerClient.queryWorker(
queryWorkerRequest);
// if queryWorkerInfoMap size equals 0,
// it represents hbase failed error, do not update local map
// because registration, the queryWorkerInfoMap size >= 1 at least
// if queryWorkerInfoMap not contains self, it indicates renew failed,
// do not update local map to prevent a bad re-balance
if (queryWorkerResponse.getWorkerMapSize() == 0 ||
(!queryWorkerResponse.getWorkerMap().containsKey(workerId))) {
return;
}
readWriteLock.writeLock().lock();
workerInfoMap = queryWorkerResponse.getWorkerMap();
readWriteLock.writeLock().unlock();
}
private void calculateTargetList(int copyPartitionNum, int workerNumber,
List targetList) {
if (workerNumber == 1) {
// one worker serving all partitions
targetList.add(copyPartitionNum);
} else if (copyPartitionNum < workerNumber) {
// per worker per partition, the extra worker must be idle
for (int i = 0; i < copyPartitionNum; ++i) {
targetList.add(1);
}
} else {
// calculate the target sequence
int min, remainder, sum = 0;
min = copyPartitionNum / workerNumber;
remainder = copyPartitionNum % workerNumber;
// add max by remainder
for (int i = 0; i < remainder; ++i) {
targetList.add(min + 1);
sum += (min + 1);
}
// add min by (workerNumber - remainder)
for (int i = 0; i < (workerNumber - remainder); ++i) {
targetList.add(min);
sum += min;
}
Preconditions.checkArgument(sum == copyPartitionNum);
}
// sort target by descending
Collections.sort(targetList, Collections.reverseOrder());
LOG.info("worker: " + workerId + " calculate target partitions done: " +
targetList);
}
private void calculateWorkerPairs(Map> copyWorkerMap,
List sortedWorkerPairs) {
for (Map.Entry> entry : copyWorkerMap.entrySet()) {
sortedWorkerPairs.add(new WorkerPair(entry.getKey(), entry.getValue().size()));
}
Collections.sort(sortedWorkerPairs); // descending
LOG.info("worker: " + workerId + " calculate sorted worker pairs: " +
sortedWorkerPairs);
}
private void makeBalance() {
/**
* When start make balance, we deep copy 'partitionNumber' and 'workerInfoMap'
* to prevent both value appear inconsistent during the process makeBalance
*/
int copyPartitionNum = partitionNumber;
Map> copyWorkerInfoMap = deepCopyWorkerInfoMap();
/**
* if workerInfoMap not contains workerId, there must be error in renew task.
* the renew task will cancel the consuming task and stop to read data,
* so just return and do not care balance.
*/
if (!copyWorkerInfoMap.containsKey(workerId)) {
LOG.error("WorkerInfoMap not contains worker: " + workerId +
". There may be some error for renew task.");
return;
}
// calculate target and sorted worker pairs
List targetList = new ArrayList();
List sortedWorkerPairs = new ArrayList();
calculateTargetList(copyPartitionNum, copyWorkerInfoMap.size(), targetList);
calculateWorkerPairs(copyWorkerInfoMap, sortedWorkerPairs);
// judge stealing or release
List toStealList = new ArrayList();
List toReleaseList = new ArrayList();
for (int i = 0; i < sortedWorkerPairs.size(); ++i) {
if (sortedWorkerPairs.get(i).workerId.equals(workerId)) {
List hasList = getHasList();
int has = hasList.size();
// workerNum > partitionNum, idle workers have no match target, do nothing
if (i >= targetList.size()) {
break;
}
int target = targetList.get(i);
if (LOG.isDebugEnabled()) {
LOG.debug("Worker: " + workerId + " has: " + has + " target: " + target);
}
// a balanced state, do nothing
if (has == target) {
break;
} else if (has > target) {
// release partitions
int toReleaseNum = has - target;
while (toReleaseNum-- > 0 && hasList.size() > 0) {
toReleaseList.add(hasList.remove(0));
}
} else {
// stealing partitions
List idlePartitions = getIdlePartitions();
if (idlePartitions.size() > 0) {
int toStealnum = target - has;
while (toStealnum-- > 0 && idlePartitions.size() > 0) {
int randomIndex = random.nextInt(idlePartitions.size());
toStealList.add(idlePartitions.remove(randomIndex));
}
}
} // else
break;
} // if
} // for
// steal or release partition lock or reached a balance state
Preconditions.checkArgument(!(toStealList.size() > 0 &&
toReleaseList.size() > 0));
if (toStealList.size() > 0) {
stealPartitionLock(toStealList);
} else if (toReleaseList.size() > 0) {
releasePartitionLock(toReleaseList);
} else {
// do nothing when reach balance state
LOG.info("The worker: " + workerId + " have reached a balance state.");
}
}
private void stealPartitionLock(List toStealList) {
LOG.info("Worker: " + workerId + " try to steal " + toStealList.size() +
" partition: " + toStealList);
// try to lock and invoke serving partition PartitionFetcher to 'LOCKED' state
readWriteLock.writeLock().lock();
for (Integer partitionId : toStealList) {
if (!partitionFetcherMap.containsKey(partitionId)) {
PartitionFetcher partitionFetcher = new PartitionFetcher(consumerGroup,
topicName, topicTalosResourceName, partitionId, talosConsumerConfig,
workerId, consumerClient, talosClientFactory.newMessageClient(),
messageProcessorFactory.createProcessor(),
messageReaderFactory.createMessageReader(talosConsumerConfig));
partitionFetcherMap.put(partitionId, partitionFetcher);
}
partitionFetcherMap.get(partitionId).lock();
}
readWriteLock.writeLock().unlock();
}
private void releasePartitionLock(List toReleaseList) {
LOG.info("Worker: " + workerId + " try to release " + toReleaseList.size() +
" partition: " + toReleaseList);
// stop read, commit offset, unlock the partition async
for (Integer partitionId : toReleaseList) {
Preconditions.checkArgument(partitionFetcherMap.containsKey(partitionId));
partitionFetcherMap.get(partitionId).unlock();
}
}
private void initCheckPartitionTask() {
// check and update partition number every 1 minutes delay by default
partitionScheduledExecutor.scheduleWithFixedDelay(new CheckPartitionTask(),
talosConsumerConfig.getPartitionCheckInterval(),
talosConsumerConfig.getPartitionCheckInterval(), TimeUnit.MILLISECONDS);
}
private void initCheckWorkerInfoTask() {
workerScheduleExecutor.scheduleWithFixedDelay(new CheckWorkerInfoTask(),
talosConsumerConfig.getWorkerInfoCheckInterval(),
talosConsumerConfig.getWorkerInfoCheckInterval(), TimeUnit.MILLISECONDS);
}
private void initRenewTask() {
renewScheduleExecutor.scheduleAtFixedRate(new ReNewTask(),
talosConsumerConfig.getReNewCheckInterval(),
talosConsumerConfig.getReNewCheckInterval(), TimeUnit.MILLISECONDS);
}
private void setPartitionNumber(int partitionNum) {
readWriteLock.writeLock().lock();
partitionNumber = partitionNum;
readWriteLock.writeLock().unlock();
}
private List getIdlePartitions() {
readWriteLock.readLock().lock();
Preconditions.checkArgument(partitionNumber > 0);
List idlePartitions = new ArrayList();
for (int i = 0; i < partitionNumber; ++i) {
idlePartitions.add(i);
}
for (List valueList : workerInfoMap.values()) {
for (int partitionId : valueList) {
idlePartitions.remove(new Integer(partitionId));
}
}
readWriteLock.readLock().unlock();
return idlePartitions;
}
private List getHasList() {
List hasList = new ArrayList();
readWriteLock.readLock().lock();
for (Map.Entry entry :
partitionFetcherMap.entrySet()) {
if (entry.getValue().isServing()) {
hasList.add(entry.getKey());
}
}
readWriteLock.readLock().unlock();
return hasList;
}
private void cancelAllConsumingTask() {
releasePartitionLock(getHasList());
}
private void shutDownAllFetcher() {
for (Map.Entry entry :
partitionFetcherMap.entrySet()) {
entry.getValue().shutDown();
}
}
public void shutDown() {
LOG.info("Worker: " + workerId + " is shutting down...");
shutDownAllFetcher();
partitionScheduledExecutor.shutdownNow();
workerScheduleExecutor.shutdownNow();
renewScheduleExecutor.shutdownNow();
reBalanceExecutor.shutdownNow();
LOG.info("Worker: " + workerId + " shutdown.");
}
private Map> deepCopyWorkerInfoMap() {
readWriteLock.readLock().lock();
Map> copyMap = new HashMap>(
workerInfoMap.size());
for (Map.Entry> entry : workerInfoMap.entrySet()) {
copyMap.put(entry.getKey(), new ArrayList(entry.getValue()));
}
readWriteLock.readLock().unlock();
return copyMap;
}
}
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