ZK服务端加载数据源码解析
（1）zk 中的数据模型，是一棵树，DataTree，每个节点，叫做DataNode
（2）zk 集群中的DataTree 时刻保持状态同步
（3）Zookeeper 集群中每个zk 节点中，数据在内存和磁盘中都有一份完整的数据。
⚫ 内存数据：DataTree
⚫ 磁盘数据：快照文件 + 编辑日志
ZK服务端初始化源码解析
启动集群
public void runFromConfig(QuorumPeerConfig config)
throws IOException, AdminServerException
{
try {
ManagedUtil.registerLog4jMBeans();
} catch (JMException e) {
LOG.warn("Unable to register log4j JMX control", e);
}
LOG.info("Starting quorum peer");
try {
ServerCnxnFactory cnxnFactory = null;
ServerCnxnFactory secureCnxnFactory = null;
// 通信组件初始化，默认是 NIO通信
if (config.getClientPortAddress() != null) {
cnxnFactory = ServerCnxnFactory.createFactory();
cnxnFactory.configure(config.getClientPortAddress(),
config.getMaxClientCnxns(),
false);
}
if (config.getSecureClientPortAddress() != null) {
secureCnxnFactory = ServerCnxnFactory.createFactory();
secureCnxnFactory.configure(config.getSecureClientPortAddress(),
config.getMaxClientCnxns(),
true);
}
// 把解析的参数赋值给该 zookeeper节点
quorumPeer = getQuorumPeer();
quorumPeer.setTxnFactory(new FileTxnSnapLog(
config.getDataLogDir(),
config.getDataDir()));
quorumPeer.enableLocalSessions(config.areLocalSessionsEnabled());
quorumPeer.enableLocalSessionsUpgrading(
config.isLocalSessionsUpgradingEnabled());
//quorumPeer.setQuorumPeers(config.getAllMembers());
quorumPeer.setElectionType(config.getElectionAlg());
quorumPeer.setMyid(config.getServerId());
quorumPeer.setTickTime(config.getTickTime());
quorumPeer.setMinSessionTimeout(config.getMinSessionTimeout());
quorumPeer.setMaxSessionTimeout(config.getMaxSessionTimeout());
quorumPeer.setInitLimit(config.getInitLimit());
quorumPeer.setSyncLimit(config.getSyncLimit());
quorumPeer.setConfigFileName(config.getConfigFilename());
// 管理 zk数据的存储
quorumPeer.setZKDatabase(new ZKDatabase(quorumPeer.getTxnFactory()));
quorumPeer.setQuorumVerifier(config.getQuorumVerifier(), false);
if (config.getLastSeenQuorumVerifier()!=null) {
quorumPeer.setLastSeenQuorumVerifier(config.getLastSeenQuorumVerifier(), false);
}
quorumPeer.initConfigInZKDatabase();
// 管理 zk的通信
quorumPeer.setCnxnFactory(cnxnFactory);
quorumPeer.setSecureCnxnFactory(secureCnxnFactory);
quorumPeer.setSslQuorum(config.isSslQuorum());
quorumPeer.setUsePortUnification(config.shouldUsePortUnification());
quorumPeer.setLearnerType(config.getPeerType());
quorumPeer.setSyncEnabled(config.getSyncEnabled());
quorumPeer.setQuorumListenOnAllIPs(config.getQuorumListenOnAllIPs());
if (config.sslQuorumReloadCertFiles) {
quorumPeer.getX509Util().enableCertFileReloading();
}
// sets quorum sasl authentication configurations
quorumPeer.setQuorumSaslEnabled(config.quorumEnableSasl);
if(quorumPeer.isQuorumSaslAuthEnabled()){
quorumPeer.setQuorumServerSaslRequired(config.quorumServerRequireSasl);
quorumPeer.setQuorumLearnerSaslRequired(config.quorumLearnerRequireSasl);
quorumPeer.setQuorumServicePrincipal(config.quorumServicePrincipal);
quorumPeer.setQuorumServerLoginContext(config.quorumServerLoginContext);
quorumPeer.setQuorumLearnerLoginContext(config.quorumLearnerLoginContext);
}
quorumPeer.setQuorumCnxnThreadsSize(config.quorumCnxnThreadsSize);
quorumPeer.initialize();
// 启动 zk
quorumPeer.start();
quorumPeer.join();
} catch (InterruptedException e) {
// warn, but generally this is ok
LOG.warn("Quorum Peer interrupted", e);
}
}
冷启动恢复数据
QuorumPeer.java
public synchronized void start() {
if (!getView().containsKey(myid)) {
throw new RuntimeException("My id " + myid + " not in the peer list");
}
// 冷启动数据恢复
loadDataBase();
startServerCnxnFactory();
try {
// 启动通信工厂实例对象
adminServer.start();
} catch (AdminServerException e) {
LOG.warn("Problem starting AdminServer", e);
System.out.println(e);
}
// 准备选举环境
startLeaderElection();
// 执行选举
super.start();
}
查看数据恢复的具体方法
private void loadDataBase() {
try {
// 加载磁盘数据到内存，恢复 DataTree
// zk的操作分两种：事务操作和非事务操作
// 事务操作 zk.cteate()；都会被分配一个全局唯一的 zxid zxid组成： 64位：
（前 32位： epoch每个 leader任期的代号；后 32位： txid为事务 id
// 非事务操作 zk.getData() // 数据恢复过程：
// 1）从 快照文件 中恢复大部分数据，并得到一个 lastProcessZXid
// 2 再 从编辑日志中执行 replay，执行到最后一条日志并更新 lastProcessZXid
// 3）最终得到 datatree和 lastProcessZXid，表示数据恢复完成
zkDb.loadDataBase();
// load the epochs
long lastProcessedZxid = zkDb.getDataTree().lastProcessedZxid;
long epochOfZxid = ZxidUtils.getEpochFromZxid(lastProcessedZxid);
try {
currentEpoch = readLongFromFile(CURRENT_EPOCH_FILENAME);
} catch(FileNotFoundException e) {
// pick a reasonable epoch number
// this should only happen once when moving to a
// new code version
currentEpoch = epochOfZxid;
LOG.info(CURRENT_EPOCH_FILENAME
+ " not found! Creating with a reasonable default of {}. This should only happen when you are upgrading your installation",
currentEpoch);
writeLongToFile(CURRENT_EPOCH_FILENAME, currentEpoch);
}
if (epochOfZxid > currentEpoch) {
throw new IOException("The current epoch, " + ZxidUtils.zxidToString(currentEpoch) + ", is older than the last zxid, " + lastProcessedZxid);
}
try {
acceptedEpoch = readLongFromFile(ACCEPTED_EPOCH_FILENAME);
} catch(FileNotFoundException e) {
// pick a reasonable epoch number
// this should only happen once when moving to a
// new code version
acceptedEpoch = epochOfZxid;
LOG.info(ACCEPTED_EPOCH_FILENAME
+ " not found! Creating with a reasonable default of {}. This should only happen when you are upgrading your installation",
acceptedEpoch);
writeLongToFile(ACCEPTED_EPOCH_FILENAME, acceptedEpoch);
}
if (acceptedEpoch < currentEpoch) {
throw new IOException("The accepted epoch, " + ZxidUtils.zxidToString(acceptedEpoch) + " is less than the current epoch, " + ZxidUtils.zxidToString(currentEpoch));
}
} catch(IOException ie) {
LOG.error("Unable to load database on disk", ie);
throw new RuntimeException("Unable to run quorum server ", ie);
}
}
加载磁盘数据到内存，恢复 DataTree的具体方法
点击具体的restore方法
/**
* this function restores the server
* database after reading from the
* snapshots and transaction logs
* @param dt the datatree to be restored
* @param sessions the sessions to be restored
* @param listener the playback listener to run on the
* database restoration
* @return the highest zxid restored
* @throws IOException
*/
public long restore(DataTree dt, Map<Long, Integer> sessions,
PlayBackListener listener) throws IOException {
// 恢复 快照文件 数据到 DataTree
long deserializeResult = snapLog.deserialize(dt, sessions);
FileTxnLog txnLog = new FileTxnLog(dataDir);
RestoreFinalizer finalizer = () -> {
// 恢复 编辑日志 数据到 DataTree
long highestZxid = fastForwardFromEdits(dt, sessions, listener);
return highestZxid;
};
if (-1L == deserializeResult) {
/* this means that we couldn't find any snapshot, so we need to
* initialize an empty database (reported in ZOOKEEPER-2325) */
if (txnLog.getLastLoggedZxid() != -1) {
// ZOOKEEPER-3056: provides an escape hatch for users upgrading
// from old versions of zookeeper (3.4.x, pre 3.5.3).
if (!trustEmptySnapshot) {
throw new IOException(EMPTY_SNAPSHOT_WARNING + "Something is broken!");
} else {
LOG.warn("{}This should only be allowed during upgrading.", EMPTY_SNAPSHOT_WARNING);
return finalizer.run();
}
}
/* TODO: (br33d) we should either put a ConcurrentHashMap on restore()
* or use Map on save() */
save(dt, (ConcurrentHashMap<Long, Integer>)sessions);
/* return a zxid of zero, since we the database is empty */
return 0;
}
return finalizer.run();
}
查看具体实现反序列化的方法文章来源：https://www.toymoban.com/news/detail-423113.html
**
* deserialize a data tree from the most recent snapshot
* @return the zxid of the snapshot
*/
public long deserialize(DataTree dt, Map<Long, Integer> sessions)
throws IOException {
// we run through 100 snapshots (not all of them)
// if we cannot get it running within 100 snapshots
// we should give up
List<File> snapList = findNValidSnapshots(100);
if (snapList.size() == 0) {
return -1L;
}
File snap = null;
boolean foundValid = false;
// 依次遍历每一个快照的数据
for (int i = 0, snapListSize = snapList.size(); i < snapListSize; i++) {
snap = snapList.get(i);
LOG.info("Reading snapshot " + snap);
// 反序列化 环境准备
try (InputStream snapIS = new BufferedInputStream(new FileInputStream(snap));
CheckedInputStream crcIn = new CheckedInputStream(snapIS, new Adler32())) {
InputArchive ia = BinaryInputArchive.getArchive(crcIn);
// 反序列化，恢复数据到 DataTree
deserialize(dt, sessions, ia);
long checkSum = crcIn.getChecksum().getValue();
long val = ia.readLong("val");
if (val != checkSum) {
throw new IOException("CRC corruption in snapshot : " + snap);
}
foundValid = true;
break;
} catch (IOException e) {
LOG.warn("problem reading snap file " + snap, e);
}
}
if (!foundValid) {
throw new IOException("Not able to find valid snapshots in " + snapDir);
}
dt.lastProcessedZxid = Util.getZxidFromName(snap.getName(), SNAPSHOT_FILE_PREFIX);
return dt.lastProcessedZxid;
}
/**
* deserialize the datatree from an inputarchive
* @param dt the datatree to be serialized into
* @param sessions the sessions to be filled up
* @param ia the input archive to restore from
* @throws IOException
*/
public void deserialize(DataTree dt, Map<Long, Integer> sessions,
InputArchive ia) throws IOException {
FileHeader header = new FileHeader();
header.deserialize(ia, "fileheader");
if (header.getMagic() != SNAP_MAGIC) {
throw new IOException("mismatching magic headers "
+ header.getMagic() +
" != " + FileSnap.SNAP_MAGIC);
}
// 恢复快照数据到 DataTree
SerializeUtils.deserializeSnapshot(dt,ia,sessions);
}
public static void deserializeSnapshot(DataTree dt,InputArchive ia,
Map<Long, Integer> sessions) throws IOException {
int count = ia.readInt("count");
while (count > 0) {
long id = ia.readLong("id");
int to = ia.readInt("timeout");
sessions.put(id, to);
if (LOG.isTraceEnabled()) {
ZooTrace.logTraceMessage(LOG, ZooTrace.SESSION_TRACE_MASK,
"loadData --- session in archive: " + id
+ " with timeout: " + to);
}
count--;
}
// 恢复快照数据到 DataTree
dt.deserialize(ia, "tree");
}
public void deserialize(InputArchive ia, String tag) throws IOException {
aclCache.deserialize(ia);
nodes.clear();
pTrie.clear();
String path = ia.readString("path");
// 从快照中恢复每一个 datanode节点数据到 DataTree
while (!"/".equals(path)) {
// 每次循环创建一个节点对象
DataNode node = new DataNode();
ia.readRecord(node, "node");
// 将 DataNode恢复到 DataTree
nodes.put(path, node);
synchronized (node) {
aclCache.addUsage(node.acl);
}
int lastSlash = path.lastIndexOf('/');
if (lastSlash == -1) {
root = node;
} else {
// 处理父节点
String parentPath = path.substring(0, lastSlash);
DataNode parent = nodes.get(parentPath);
if (parent == null) {
throw new IOException("Invalid Datatree, unable to find " +
"parent " + parentPath + " of path " + path);
}
// 处理子节点
parent.addChild(path.substring(lastSlash + 1));
// 处理临时节点和永久节点
long eowner = node.stat.getEphemeralOwner();
EphemeralType ephemeralType = EphemeralType.get(eowner);
if (ephemeralType == EphemeralType.CONTAINER) {
containers.add(path);
} else if (ephemeralType == EphemeralType.TTL) {
ttls.add(path);
} else if (eowner != 0) {
HashSet<String> list = ephemerals.get(eowner);
if (list == null) {
list = new HashSet<String>();
ephemerals.put(eowner, list);
}
list.add(path);
}
}
path = ia.readString("path");
}
nodes.put("/", root);
// we are done with deserializing the
// the datatree
// update the quotas - create path trie
// and also update the stat nodes
setupQuota();
aclCache.purgeUnused();
}
冷启动数据恢复编辑日志
回到FileTxnSnapLog.java类中的 restore方法文章来源地址https://www.toymoban.com/news/detail-423113.html
public long restore(DataTree dt, Map<Long, Integer> sessions,
PlayBackListener listener) throws IOException {
// 恢复快照文件数据到 DataTree
long deserializeResult = snapLog.deserialize(dt, sessions);
FileTxnLog txnLog = new FileTxnLog(dataDir);
RestoreFinalizer finalizer = () -> {
// 恢复 编辑日志 数据到 DataTree
long highestZxid = fastForwardFromEdits(dt, sessions, listener);
return highestZxid;
};
if (-1L == deserializeResult) {
/* this means that we couldn't find any snapshot, so we need to
* initialize an empty database (reported in ZOOKEEPER-2325) */
if (txnLog.getLastLoggedZxid() != -1) {
// ZOOKEEPER-3056: provides an escape hatch for users upgrading
// from old versions of zookeeper (3.4.x, pre 3.5.3).
if (!trustEmptySnapshot) {
throw new IOException(EMPTY_SNAPSHOT_WARNING + "Something is broken!");
} else {
LOG.warn("{}This should only be allowed during upgrading.", EMPTY_SNAPSHOT_WARNING);
return finalizer.run();
}
}
/* TODO: (br33d) we should either put a ConcurrentHashMap on restore()
* or use Map on save() */
save(dt, (ConcurrentHashMap<Long, Integer>)sessions);
/* return a zxid of zero, since we the database is empty */
return 0;
}
return finalizer.run();
}
public long fastForwardFromEdits(DataTree dt, Map<Long, Integer> sessions,
PlayBackListener listener) throws IOException {
// 在此之前，已经从快照文件中恢复了大部分数据，接下来只需从快照的 zxid + 1位置开始恢复
TxnIterator itr = txnLog.read(dt.lastProcessedZxid+1);
// 快照中最大的 zxid，在执行编辑日志时，这个值会不断更新，直到所有操作执行完
long highestZxid = dt.lastProcessedZxid;
TxnHeader hdr;
try {
// 从 lastProcessedZxid事务编号器开始，不断的从编辑日志中恢复剩下的还没有恢复的数据
while (true) {
// iterator points to
// the first valid txn when initialized
// 获取事务头信息（有 zxid
hdr = itr.getHeader();
if (hdr == null) {
//empty logs
return dt.lastProcessedZxid;
}
if (hdr.getZxid() < highestZxid && highestZxid != 0) {
LOG.error("{}(highestZxid) > {}(next log) for type {}",
highestZxid, hdr.getZxid(), hdr.getType());
} else {
highestZxid = hdr.getZxid();
}
try {
// 根据编辑日志恢复数据到 DataTree 每 执行一次，对应的事务 idhighestZxid + 1
processTransaction(hdr,dt,sessions, itr.getTxn());
} catch(KeeperException.NoNodeException e) {
throw new IOException("Failed to process transaction type: " +
hdr.getType() + " error: " + e.getMessage(), e);
}
listener.onTxnLoaded(hdr, itr.getTxn());
if (!itr.next())
break;
}
} finally {
if (itr != null) {
itr.close();
}
}
return highestZxid;
}
public void processTransaction(TxnHeader hdr,DataTree dt,
Map<Long, Integer> sessions, Record txn)
throws KeeperException.NoNodeException {
ProcessTxnResult rc;
switch (hdr.getType()) {
case OpCode.createSession:
sessions.put(hdr.getClientId(),
((CreateSessionTxn) txn).getTimeOut());
if (LOG.isTraceEnabled()) {
ZooTrace.logTraceMessage(LOG,ZooTrace.SESSION_TRACE_MASK,
"playLog --- create session in log: 0x"
+ Long.toHexString(hdr.getClientId())
+ " with timeout: "
+ ((CreateSessionTxn) txn).getTimeOut());
}
// give dataTree a chance to sync its lastProcessedZxid
rc = dt.processTxn(hdr, txn);
break;
case OpCode.closeSession:
sessions.remove(hdr.getClientId());
if (LOG.isTraceEnabled()) {
ZooTrace.logTraceMessage(LOG,ZooTrace.SESSION_TRACE_MASK,
"playLog --- close session in log: 0x"
+ Long.toHexString(hdr.getClientId()));
}
rc = dt.processTxn(hdr, txn);
break;
default:
// 创建节点、删除节点和其他的各种事务操作等
rc = dt.processTxn(hdr, txn);
}
/**
* Snapshots are lazily created. So when a snapshot is in progress,
* there is a chance for later transactions to make into the
* snapshot. Then when the snapshot is restored, NONODE/NODEEXISTS
* errors could occur. It should be safe to ignore these.
*/
if (rc.err != Code.OK.intValue()) {
LOG.debug(
"Ignoring processTxn failure hdr: {}, error: {}, path: {}",
hdr.getType(), rc.err, rc.path);
}
}
public ProcessTxnResult processTxn(TxnHeader header, Record txn, boolean isSubTxn)
{
ProcessTxnResult rc = new ProcessTxnResult();
try {
rc.clientId = header.getClientId();
rc.cxid = header.getCxid();
rc.zxid = header.getZxid();
rc.type = header.getType();
rc.err = 0;
rc.multiResult = null;
switch (header.getType()) {
case OpCode.create:
CreateTxn createTxn = (CreateTxn) txn;
rc.path = createTxn.getPath();
createNode(
createTxn.getPath(),
createTxn.getData(),
createTxn.getAcl(),
createTxn.getEphemeral() ? header.getClientId() : 0,
createTxn.getParentCVersion(),
header.getZxid(), header.getTime(), null);
break;
case OpCode.create2:
CreateTxn create2Txn = (CreateTxn) txn;
rc.path = create2Txn.getPath();
Stat stat = new Stat();
createNode(
create2Txn.getPath(),
create2Txn.getData(),
create2Txn.getAcl(),
create2Txn.getEphemeral() ? header.getClientId() : 0,
create2Txn.getParentCVersion(),
header.getZxid(), header.getTime(), stat);
rc.stat = stat;
break;
case OpCode.createTTL:
CreateTTLTxn createTtlTxn = (CreateTTLTxn) txn;
rc.path = createTtlTxn.getPath();
stat = new Stat();
createNode(
createTtlTxn.getPath(),
createTtlTxn.getData(),
createTtlTxn.getAcl(),
EphemeralType.TTL.toEphemeralOwner(createTtlTxn.getTtl()),
createTtlTxn.getParentCVersion(),
header.getZxid(), header.getTime(), stat);
rc.stat = stat;
break;
case OpCode.createContainer:
CreateContainerTxn createContainerTxn = (CreateContainerTxn) txn;
rc.path = createContainerTxn.getPath();
stat = new Stat();
createNode(
createContainerTxn.getPath(),
createContainerTxn.getData(),
createContainerTxn.getAcl(),
EphemeralType.CONTAINER_EPHEMERAL_OWNER,
createContainerTxn.getParentCVersion(),
header.getZxid(), header.getTime(), stat);
rc.stat = stat;
break;
....
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