org.apache.flink.runtime.zookeeper.ZooKeeperStateHandleStore Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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,
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* See the License for the specific language governing permissions and
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*/
package org.apache.flink.runtime.zookeeper;
import org.apache.curator.framework.CuratorFramework;
import org.apache.curator.framework.api.BackgroundCallback;
import org.apache.curator.framework.api.CuratorEvent;
import org.apache.curator.framework.api.CuratorEventType;
import org.apache.curator.utils.ZKPaths;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.runtime.state.RetrievableStateHandle;
import org.apache.flink.util.ExceptionUtils;
import org.apache.flink.util.FlinkException;
import org.apache.flink.util.InstantiationUtil;
import org.apache.flink.util.Preconditions;
import org.apache.zookeeper.CreateMode;
import org.apache.zookeeper.KeeperException;
import org.apache.zookeeper.data.Stat;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.annotation.Nullable;
import java.io.IOException;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.ConcurrentModificationException;
import java.util.List;
import java.util.UUID;
import java.util.concurrent.Executor;
import static org.apache.flink.util.Preconditions.checkNotNull;
/**
* Class which stores state via the provided {@link RetrievableStateStorageHelper} and writes the
* returned state handle to ZooKeeper. The ZooKeeper node can be locked by creating an ephemeral
* child and only allowing the deletion of the ZooKeeper node if it does not have any children.
* That way we protect concurrent accesses from different ZooKeeperStateHandleStore instances.
*
* Added state is persisted via {@link RetrievableStateHandle RetrievableStateHandles},
* which in turn are written to ZooKeeper. This level of indirection is necessary to keep the
* amount of data in ZooKeeper small. ZooKeeper is build for data in the KB range whereas
* state can grow to multiple MBs.
*
*
State modifications require some care, because it is possible that certain failures bring
* the state handle backend and ZooKeeper out of sync.
*
*
ZooKeeper holds the ground truth about state handles, i.e. the following holds:
*
*
* State handle in ZooKeeper => State handle exists
*
*
* But not:
*
*
* State handle exists => State handle in ZooKeeper
*
*
* There can be lingering state handles when failures happen during operation. They
* need to be cleaned up manually (see
* FLINK-2513 about a possible way to overcome this).
*
* @param Type of state
*/
public class ZooKeeperStateHandleStore {
public static Logger LOG = LoggerFactory.getLogger(ZooKeeperStateHandleStore.class);
/** Curator ZooKeeper client */
private final CuratorFramework client;
private final RetrievableStateStorageHelper storage;
private final Executor executor;
/** Lock node name of this ZooKeeperStateHandleStore. The name should be unique among all other state handle stores. */
private final String lockNode;
/**
* Creates a {@link ZooKeeperStateHandleStore}.
*
* @param client The Curator ZooKeeper client. Important: It is
* expected that the client's namespace ensures that the root
* path is exclusive for all state handles managed by this
* instance, e.g. client.usingNamespace("/stateHandles")
* @param storage to persist the actual state and whose returned state handle is then written
* to ZooKeeper
* @param executor to run the ZooKeeper callbacks
*/
public ZooKeeperStateHandleStore(
CuratorFramework client,
RetrievableStateStorageHelper storage,
Executor executor) {
this.client = checkNotNull(client, "Curator client");
this.storage = checkNotNull(storage, "State storage");
this.executor = checkNotNull(executor);
// Generate a unique lock node name
lockNode = UUID.randomUUID().toString();
}
/**
* Creates a state handle, stores it in ZooKeeper and locks it. A locked node cannot be removed by
* another {@link ZooKeeperStateHandleStore} instance as long as this instance remains connected
* to ZooKeeper.
*
* Important: This will not store the actual state in
* ZooKeeper, but create a state handle and store it in ZooKeeper. This level of indirection
* makes sure that data in ZooKeeper is small.
*
*
The operation will fail if there is already an node under the given path
*
* @param pathInZooKeeper Destination path in ZooKeeper (expected to *not* exist yet)
* @param state State to be added
*
* @return The Created {@link RetrievableStateHandle}.
* @throws Exception If a ZooKeeper or state handle operation fails
*/
public RetrievableStateHandle addAndLock(
String pathInZooKeeper,
T state) throws Exception {
checkNotNull(pathInZooKeeper, "Path in ZooKeeper");
checkNotNull(state, "State");
final String path = normalizePath(pathInZooKeeper);
RetrievableStateHandle storeHandle = storage.store(state);
boolean success = false;
try {
// Serialize the state handle. This writes the state to the backend.
byte[] serializedStoreHandle = InstantiationUtil.serializeObject(storeHandle);
// Write state handle (not the actual state) to ZooKeeper. This is expected to be
// smaller than the state itself. This level of indirection makes sure that data in
// ZooKeeper is small, because ZooKeeper is designed for data in the KB range, but
// the state can be larger.
// Create the lock node in a transaction with the actual state node. That way we can prevent
// race conditions with a concurrent delete operation.
client.inTransaction().create().withMode(CreateMode.PERSISTENT).forPath(path, serializedStoreHandle)
.and().create().withMode(CreateMode.EPHEMERAL).forPath(getLockPath(path))
.and().commit();
success = true;
return storeHandle;
}
catch (KeeperException.NodeExistsException e) {
throw new ConcurrentModificationException("ZooKeeper unexpectedly modified", e);
}
finally {
if (!success) {
// Cleanup the state handle if it was not written to ZooKeeper.
if (storeHandle != null) {
storeHandle.discardState();
}
}
}
}
/**
* Replaces a state handle in ZooKeeper and discards the old state handle.
*
* @param pathInZooKeeper Destination path in ZooKeeper (expected to exist and start with a '/')
* @param expectedVersion Expected version of the node to replace
* @param state The new state to replace the old one
* @throws Exception If a ZooKeeper or state handle operation fails
*/
public void replace(String pathInZooKeeper, int expectedVersion, T state) throws Exception {
checkNotNull(pathInZooKeeper, "Path in ZooKeeper");
checkNotNull(state, "State");
final String path = normalizePath(pathInZooKeeper);
RetrievableStateHandle oldStateHandle = get(path, false);
RetrievableStateHandle newStateHandle = storage.store(state);
boolean success = false;
try {
// Serialize the new state handle. This writes the state to the backend.
byte[] serializedStateHandle = InstantiationUtil.serializeObject(newStateHandle);
// Replace state handle in ZooKeeper.
client.setData()
.withVersion(expectedVersion)
.forPath(path, serializedStateHandle);
success = true;
} catch (KeeperException.NoNodeException e) {
throw new ConcurrentModificationException("ZooKeeper unexpectedly modified", e);
} finally {
if (success) {
oldStateHandle.discardState();
} else {
newStateHandle.discardState();
}
}
}
/**
* Returns the version of the node if it exists or -1 if it doesn't.
*
* @param pathInZooKeeper Path in ZooKeeper to check
* @return Version of the ZNode if the path exists, -1 otherwise.
* @throws Exception If the ZooKeeper operation fails
*/
public int exists(String pathInZooKeeper) throws Exception {
checkNotNull(pathInZooKeeper, "Path in ZooKeeper");
final String path = normalizePath(pathInZooKeeper);
Stat stat = client.checkExists().forPath(path);
if (stat != null) {
return stat.getVersion();
}
return -1;
}
/**
* Gets the {@link RetrievableStateHandle} stored in the given ZooKeeper node and locks it. A
* locked node cannot be removed by another {@link ZooKeeperStateHandleStore} instance as long
* as this instance remains connected to ZooKeeper.
*
* @param pathInZooKeeper Path to the ZooKeeper node which contains the state handle
* @return The retrieved state handle from the specified ZooKeeper node
* @throws IOException Thrown if the method failed to deserialize the stored state handle
* @throws Exception Thrown if a ZooKeeper operation failed
*/
public RetrievableStateHandle getAndLock(String pathInZooKeeper) throws Exception {
return get(pathInZooKeeper, true);
}
/**
* Return a list of all valid paths for state handles.
*
* @return List of valid state handle paths in ZooKeeper
* @throws Exception if a ZooKeeper operation fails
*/
public Collection getAllPaths() throws Exception {
final String path = "/";
while(true) {
Stat stat = client.checkExists().forPath(path);
if (stat == null) {
return Collections.emptyList();
} else {
try {
return client.getChildren().forPath(path);
} catch (KeeperException.NoNodeException ignored) {
// Concurrent deletion, retry
}
}
}
}
/**
* Gets all available state handles from ZooKeeper and locks the respective state nodes.
*
* If there is a concurrent modification, the operation is retried until it succeeds.
*
* @return All state handles from ZooKeeper.
* @throws Exception If a ZooKeeper or state handle operation fails
*/
@SuppressWarnings("unchecked")
public List, String>> getAllAndLock() throws Exception {
final List, String>> stateHandles = new ArrayList<>();
boolean success = false;
retry:
while (!success) {
stateHandles.clear();
Stat stat = client.checkExists().forPath("/");
if (stat == null) {
break; // Node does not exist, done.
} else {
// Initial cVersion (number of changes to the children of this node)
int initialCVersion = stat.getCversion();
List children = client.getChildren().forPath("/");
for (String path : children) {
path = "/" + path;
try {
final RetrievableStateHandle stateHandle = getAndLock(path);
stateHandles.add(new Tuple2<>(stateHandle, path));
} catch (KeeperException.NoNodeException ignored) {
// Concurrent deletion, retry
continue retry;
} catch (IOException ioException) {
LOG.warn("Could not get all ZooKeeper children. Node {} contained " +
"corrupted data. Ignoring this node.", path, ioException);
}
}
int finalCVersion = client.checkExists().forPath("/").getCversion();
// Check for concurrent modifications
success = initialCVersion == finalCVersion;
}
}
return stateHandles;
}
/**
* Gets all available state handles from ZooKeeper sorted by name (ascending) and locks the
* respective state nodes. The result tuples contain the retrieved state and the path to the
* node in ZooKeeper.
*
* If there is a concurrent modification, the operation is retried until it succeeds.
*
* @return All state handles in ZooKeeper.
* @throws Exception If a ZooKeeper or state handle operation fails
*/
@SuppressWarnings("unchecked")
public List, String>> getAllSortedByNameAndLock() throws Exception {
final List, String>> stateHandles = new ArrayList<>();
boolean success = false;
retry:
while (!success) {
stateHandles.clear();
Stat stat = client.checkExists().forPath("/");
if (stat == null) {
break; // Node does not exist, done.
} else {
// Initial cVersion (number of changes to the children of this node)
int initialCVersion = stat.getCversion();
List children = ZKPaths.getSortedChildren(
client.getZookeeperClient().getZooKeeper(),
ZKPaths.fixForNamespace(client.getNamespace(), "/"));
for (String path : children) {
path = "/" + path;
try {
final RetrievableStateHandle stateHandle = getAndLock(path);
stateHandles.add(new Tuple2<>(stateHandle, path));
} catch (KeeperException.NoNodeException ignored) {
// Concurrent deletion, retry
continue retry;
} catch (IOException ioException) {
LOG.warn("Could not get all ZooKeeper children. Node {} contained " +
"corrupted data. Releasing and trying to remove this node.", path, ioException);
releaseAndTryRemove(path);
}
}
int finalCVersion = client.checkExists().forPath("/").getCversion();
// Check for concurrent modifications
success = initialCVersion == finalCVersion;
// we don't have to release all locked nodes in case of a concurrent modification, because we
// will retrieve them in the next iteration again.
}
}
return stateHandles;
}
/**
* Releases the lock for the given state node and tries to remove the state node if it is no longer locked.
* The deletion of the state node is executed asynchronously.
*
* Important: This also discards the stored state handle after the given action
* has been executed.
*
* @param pathInZooKeeper Path of state handle to remove (expected to start with a '/')
* @throws Exception If the ZooKeeper operation fails
*/
public void releaseAndTryRemove(String pathInZooKeeper) throws Exception {
releaseAndTryRemove(pathInZooKeeper, null);
}
/**
* Releases the lock for the given state node and tries to remove the state node if it is no longer locked.
* The deletion of the state node is executed asynchronously. After the state node has been deleted, the given
* callback is called with the {@link RetrievableStateHandle} of the deleted state node.
*
*
Important: This also discards the stored state handle after the given action
* has been executed.
*
* @param pathInZooKeeper Path of state handle to remove
* @param callback The callback to execute after a successful deletion. Null if no action needs to be executed.
* @throws Exception If the ZooKeeper operation fails
*/
public void releaseAndTryRemove(
String pathInZooKeeper,
@Nullable final RemoveCallback callback) throws Exception {
checkNotNull(pathInZooKeeper, "Path in ZooKeeper");
final String path = normalizePath(pathInZooKeeper);
RetrievableStateHandle stateHandle = null;
try {
stateHandle = get(path, false);
} catch (Exception e) {
LOG.warn("Could not retrieve the state handle from node " + path + '.', e);
}
release(pathInZooKeeper);
final BackgroundCallback backgroundCallback = new RemoveBackgroundCallback<>(stateHandle, callback, path);
client.delete().inBackground(backgroundCallback, executor).forPath(path);
}
/**
* Releases all lock nodes of this ZooKeeperStateHandleStores and tries to remove all state nodes which
* are not locked anymore.
*
* The delete operation is executed asynchronously
*
* @throws Exception if the delete operation fails
*/
public void releaseAndTryRemoveAll() throws Exception {
Collection children = getAllPaths();
Exception exception = null;
for (String child : children) {
try {
releaseAndTryRemove('/' + child);
} catch (Exception e) {
exception = ExceptionUtils.firstOrSuppressed(e, exception);
}
}
if (exception != null) {
throw new Exception("Could not properly release and try removing all state nodes.", exception);
}
}
/**
* Releases the lock from the node under the given ZooKeeper path. If no lock exists, then nothing happens.
*
* @param pathInZooKeeper Path describing the ZooKeeper node
* @throws Exception if the delete operation of the lock node fails
*/
public void release(String pathInZooKeeper) throws Exception {
final String path = normalizePath(pathInZooKeeper);
try {
client.delete().forPath(getLockPath(path));
} catch (KeeperException.NoNodeException ignored) {
// we have never locked this node
} catch (Exception e) {
throw new Exception("Could not release the lock: " + getLockPath(pathInZooKeeper) + '.', e);
}
}
/**
* Releases all lock nodes of this ZooKeeperStateHandleStore.
*
* @throws Exception if the delete operation of a lock file fails
*/
public void releaseAll() throws Exception {
Collection children = getAllPaths();
Exception exception = null;
for (String child: children) {
try {
release(child);
} catch (Exception e) {
exception = ExceptionUtils.firstOrSuppressed(e, exception);
}
}
if (exception != null) {
throw new Exception("Could not properly release all state nodes.", exception);
}
}
// ---------------------------------------------------------------------------------------------------------
// Protected methods
// ---------------------------------------------------------------------------------------------------------
/**
* Returns the path for the lock node relative to the given path.
*
* @param rootPath Root path under which the lock node shall be created
* @return Path for the lock node
*/
protected String getLockPath(String rootPath) {
return rootPath + '/' + lockNode;
}
// ---------------------------------------------------------------------------------------------------------
// Private methods
// ---------------------------------------------------------------------------------------------------------
/**
* Gets a state handle from ZooKeeper and optionally locks it.
*
* @param pathInZooKeeper Path in ZooKeeper to get the state handle from
* @param lock True if we should lock the node; otherwise false
* @return The state handle
* @throws IOException Thrown if the method failed to deserialize the stored state handle
* @throws Exception Thrown if a ZooKeeper operation failed
*/
@SuppressWarnings("unchecked")
private RetrievableStateHandle get(String pathInZooKeeper, boolean lock) throws Exception {
checkNotNull(pathInZooKeeper, "Path in ZooKeeper");
final String path = normalizePath(pathInZooKeeper);
if (lock) {
// try to lock the node
try {
client.create().withMode(CreateMode.EPHEMERAL).forPath(getLockPath(path));
} catch (KeeperException.NodeExistsException ignored) {
// we have already created the lock
} catch (KeeperException.NoNodeException e) {
throw new Exception("Cannot lock the node " + path + " since it does not exist.", e);
}
}
boolean success = false;
try {
byte[] data;
try {
data = client.getData().forPath(path);
} catch (Exception e) {
throw new Exception("Failed to retrieve state handle data under " + path +
" from ZooKeeper.", e);
}
try {
RetrievableStateHandle retrievableStateHandle = InstantiationUtil.deserializeObject(
data,
Thread.currentThread().getContextClassLoader());
success = true;
return retrievableStateHandle;
} catch (IOException | ClassNotFoundException e) {
throw new IOException("Failed to deserialize state handle from ZooKeeper data from " +
path + '.', e);
}
} finally {
if (!success && lock) {
// release the lock
release(path);
}
}
}
/**
* Makes sure that every path starts with a "/"
*
* @param path Path to normalize
* @return Normalized path such that it starts with a "/"
*/
private static String normalizePath(String path) {
if (path.startsWith("/")) {
return path;
} else {
return '/' + path;
}
}
// ---------------------------------------------------------------------------------------------------------
// Utility classes
// ---------------------------------------------------------------------------------------------------------
/**
* Callback which is executed when removing a node from ZooKeeper. The callback will call the given
* {@link RemoveCallback} if it is not null. Afterwards, it will discard the given {@link RetrievableStateHandle}
* if it is not null.
*
* @param Type of the value stored in the RetrievableStateHandle
*/
private static final class RemoveBackgroundCallback implements BackgroundCallback {
@Nullable
private final RetrievableStateHandle stateHandle;
@Nullable
private final RemoveCallback callback;
private final String pathInZooKeeper;
private RemoveBackgroundCallback(
@Nullable RetrievableStateHandle stateHandle,
@Nullable RemoveCallback callback,
String pathInZooKeeper) {
this.stateHandle = stateHandle;
this.callback = callback;
this.pathInZooKeeper = Preconditions.checkNotNull(pathInZooKeeper);
}
@Override
public void processResult(CuratorFramework client, CuratorEvent event) throws Exception {
try {
if (event.getType() == CuratorEventType.DELETE) {
final KeeperException.Code resultCode = KeeperException.Code.get(event.getResultCode());
if (resultCode == KeeperException.Code.OK) {
Exception exception = null;
if (null != callback) {
try {
callback.apply(stateHandle);
} catch (Throwable e) {
exception = new Exception("Could not execute delete action for node " +
pathInZooKeeper + '.', e);
}
}
if (stateHandle != null) {
try {
// Discard the state handle
stateHandle.discardState();
} catch (Throwable e) {
Exception newException = new Exception("Could not discard state handle of node " +
pathInZooKeeper + '.', e);
if (exception == null) {
exception = newException;
} else {
exception.addSuppressed(newException);
}
}
}
if (exception != null) {
throw exception;
}
} else if (resultCode == KeeperException.Code.NOTEMPTY) {
// Could not delete the node because it still contains children/locks
LOG.debug("Could not delete node " + pathInZooKeeper + " because it is still locked.");
} else {
throw new IllegalStateException("Unexpected result code " +
resultCode.name() + " in '" + event + "' callback.");
}
} else {
throw new IllegalStateException("Unexpected event type " +
event.getType() + " in '" + event + "' callback.");
}
} catch (Exception e) {
LOG.warn("Failed to run callback for delete operation on node " + pathInZooKeeper + '.', e);
}
}
}
/**
* Callback interface for remove calls
*/
public interface RemoveCallback {
/**
* Callback method. The parameter can be null if the {@link RetrievableStateHandle} could not be retrieved
* from ZooKeeper.
*
* @param value RetrievableStateHandle retrieved from ZooKeeper, null if it was not retrievable
* @throws FlinkException If the callback failed
*/
void apply(@Nullable RetrievableStateHandle value) throws FlinkException;
}
}