org.apache.flink.runtime.state.heap.NestedMapsStateTable 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,
* 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.flink.runtime.state.heap;
import org.apache.flink.annotation.Internal;
import org.apache.flink.annotation.VisibleForTesting;
import org.apache.flink.api.common.typeutils.TypeSerializer;
import org.apache.flink.core.memory.DataOutputView;
import org.apache.flink.runtime.state.KeyGroupRangeAssignment;
import org.apache.flink.runtime.state.RegisteredKeyedBackendStateMetaInfo;
import org.apache.flink.runtime.state.StateTransformationFunction;
import org.apache.flink.util.Preconditions;
import java.io.IOException;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.Map;
import java.util.stream.Stream;
/**
* This implementation of {@link StateTable} uses nested {@link HashMap} objects. It is also maintaining a partitioning
* by key-group.
*
* In contrast to {@link CopyOnWriteStateTable}, this implementation does not support asynchronous snapshots. However,
* it might have a better memory footprint for some use-cases, e.g. it is naturally de-duplicating namespace objects.
*
* @param type of key.
* @param type of namespace.
* @param type of state.
*/
@Internal
public class NestedMapsStateTable extends StateTable {
/**
* Map for holding the actual state objects. The outer array represents the key-groups. The nested maps provide
* an outer scope by namespace and an inner scope by key.
*/
private final Map>[] state;
/**
* The offset to the contiguous key groups
*/
private final int keyGroupOffset;
// ------------------------------------------------------------------------
/**
* Creates a new {@link NestedMapsStateTable} for the given key context and meta info.
*
* @param keyContext the key context.
* @param metaInfo the meta information for this state table.
*/
public NestedMapsStateTable(InternalKeyContext keyContext, RegisteredKeyedBackendStateMetaInfo metaInfo) {
super(keyContext, metaInfo);
this.keyGroupOffset = keyContext.getKeyGroupRange().getStartKeyGroup();
@SuppressWarnings("unchecked")
Map>[] state = (Map>[]) new Map[keyContext.getKeyGroupRange().getNumberOfKeyGroups()];
this.state = state;
}
// ------------------------------------------------------------------------
// access to maps
// ------------------------------------------------------------------------
/**
* Returns the internal data structure.
*/
@VisibleForTesting
public Map>[] getState() {
return state;
}
@VisibleForTesting
Map> getMapForKeyGroup(int keyGroupIndex) {
final int pos = indexToOffset(keyGroupIndex);
if (pos >= 0 && pos < state.length) {
return state[pos];
} else {
return null;
}
}
/**
* Sets the given map for the given key-group.
*/
private void setMapForKeyGroup(int keyGroupId, Map> map) {
try {
state[indexToOffset(keyGroupId)] = map;
} catch (ArrayIndexOutOfBoundsException e) {
throw new IllegalArgumentException("Key group index " + keyGroupId + " is out of range of key group " +
"range [" + keyGroupOffset + ", " + (keyGroupOffset + state.length) + ").");
}
}
/**
* Translates a key-group id to the internal array offset.
*/
private int indexToOffset(int index) {
return index - keyGroupOffset;
}
// ------------------------------------------------------------------------
@Override
public int size() {
int count = 0;
for (Map> namespaceMap : state) {
if (null != namespaceMap) {
for (Map keyMap : namespaceMap.values()) {
if (null != keyMap) {
count += keyMap.size();
}
}
}
}
return count;
}
@Override
public S get(N namespace) {
return get(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace);
}
@Override
public boolean containsKey(N namespace) {
return containsKey(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace);
}
@Override
public void put(N namespace, S state) {
put(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace, state);
}
@Override
public S putAndGetOld(N namespace, S state) {
return putAndGetOld(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace, state);
}
@Override
public void remove(N namespace) {
remove(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace);
}
@Override
public S removeAndGetOld(N namespace) {
return removeAndGetOld(keyContext.getCurrentKey(), keyContext.getCurrentKeyGroupIndex(), namespace);
}
@Override
public S get(K key, N namespace) {
int keyGroup = KeyGroupRangeAssignment.assignToKeyGroup(key, keyContext.getNumberOfKeyGroups());
return get(key, keyGroup, namespace);
}
@Override
public Stream getKeys(N namespace) {
return Arrays.stream(state)
.filter(namespaces -> namespaces != null)
.map(namespaces -> namespaces.getOrDefault(namespace, Collections.emptyMap()))
.flatMap(namespaceSate -> namespaceSate.keySet().stream());
}
// ------------------------------------------------------------------------
private boolean containsKey(K key, int keyGroupIndex, N namespace) {
checkKeyNamespacePreconditions(key, namespace);
Map> namespaceMap = getMapForKeyGroup(keyGroupIndex);
if (namespaceMap == null) {
return false;
}
Map keyedMap = namespaceMap.get(namespace);
return keyedMap != null && keyedMap.containsKey(key);
}
S get(K key, int keyGroupIndex, N namespace) {
checkKeyNamespacePreconditions(key, namespace);
Map> namespaceMap = getMapForKeyGroup(keyGroupIndex);
if (namespaceMap == null) {
return null;
}
Map keyedMap = namespaceMap.get(namespace);
if (keyedMap == null) {
return null;
}
return keyedMap.get(key);
}
@Override
public void put(K key, int keyGroupIndex, N namespace, S value) {
putAndGetOld(key, keyGroupIndex, namespace, value);
}
private S putAndGetOld(K key, int keyGroupIndex, N namespace, S value) {
checkKeyNamespacePreconditions(key, namespace);
Map> namespaceMap = getMapForKeyGroup(keyGroupIndex);
if (namespaceMap == null) {
namespaceMap = new HashMap<>();
setMapForKeyGroup(keyGroupIndex, namespaceMap);
}
Map keyedMap = namespaceMap.get(namespace);
if (keyedMap == null) {
keyedMap = new HashMap<>();
namespaceMap.put(namespace, keyedMap);
}
return keyedMap.put(key, value);
}
private void remove(K key, int keyGroupIndex, N namespace) {
removeAndGetOld(key, keyGroupIndex, namespace);
}
private S removeAndGetOld(K key, int keyGroupIndex, N namespace) {
checkKeyNamespacePreconditions(key, namespace);
Map> namespaceMap = getMapForKeyGroup(keyGroupIndex);
if (namespaceMap == null) {
return null;
}
Map keyedMap = namespaceMap.get(namespace);
if (keyedMap == null) {
return null;
}
S removed = keyedMap.remove(key);
if (keyedMap.isEmpty()) {
namespaceMap.remove(namespace);
}
return removed;
}
private void checkKeyNamespacePreconditions(K key, N namespace) {
Preconditions.checkNotNull(key, "No key set. This method should not be called outside of a keyed context.");
Preconditions.checkNotNull(namespace, "Provided namespace is null.");
}
@Override
public int sizeOfNamespace(Object namespace) {
int count = 0;
for (Map> namespaceMap : state) {
if (null != namespaceMap) {
Map keyMap = namespaceMap.get(namespace);
count += keyMap != null ? keyMap.size() : 0;
}
}
return count;
}
@Override
public void transform(N namespace, T value, StateTransformationFunction transformation) throws Exception {
final K key = keyContext.getCurrentKey();
checkKeyNamespacePreconditions(key, namespace);
final int keyGroupIndex = keyContext.getCurrentKeyGroupIndex();
Map> namespaceMap = getMapForKeyGroup(keyGroupIndex);
if (namespaceMap == null) {
namespaceMap = new HashMap<>();
setMapForKeyGroup(keyGroupIndex, namespaceMap);
}
Map keyedMap = namespaceMap.get(namespace);
if (keyedMap == null) {
keyedMap = new HashMap<>();
namespaceMap.put(namespace, keyedMap);
}
keyedMap.put(key, transformation.apply(keyedMap.get(key), value));
}
// snapshots ---------------------------------------------------------------------------------------------------
private static int countMappingsInKeyGroup(final Map> keyGroupMap) {
int count = 0;
for (Map namespaceMap : keyGroupMap.values()) {
count += namespaceMap.size();
}
return count;
}
@Override
public NestedMapsStateTableSnapshot createSnapshot() {
return new NestedMapsStateTableSnapshot<>(this);
}
/**
* This class encapsulates the snapshot logic.
*
* @param type of key.
* @param type of namespace.
* @param type of state.
*/
static class NestedMapsStateTableSnapshot
extends AbstractStateTableSnapshot> {
NestedMapsStateTableSnapshot(NestedMapsStateTable owningTable) {
super(owningTable);
}
/**
* Implementation note: we currently chose the same format between {@link NestedMapsStateTable} and
* {@link CopyOnWriteStateTable}.
*
* {@link NestedMapsStateTable} could naturally support a kind of
* prefix-compressed format (grouping by namespace, writing the namespace only once per group instead for each
* mapping). We might implement support for different formats later (tailored towards different state table
* implementations).
*/
@Override
public void writeMappingsInKeyGroup(DataOutputView dov, int keyGroupId) throws IOException {
final Map> keyGroupMap = owningStateTable.getMapForKeyGroup(keyGroupId);
if (null != keyGroupMap) {
TypeSerializer keySerializer = owningStateTable.keyContext.getKeySerializer();
TypeSerializer namespaceSerializer = owningStateTable.metaInfo.getNamespaceSerializer();
TypeSerializer stateSerializer = owningStateTable.metaInfo.getStateSerializer();
dov.writeInt(countMappingsInKeyGroup(keyGroupMap));
for (Map.Entry> namespaceEntry : keyGroupMap.entrySet()) {
final N namespace = namespaceEntry.getKey();
final Map namespaceMap = namespaceEntry.getValue();
for (Map.Entry keyEntry : namespaceMap.entrySet()) {
namespaceSerializer.serialize(namespace, dov);
keySerializer.serialize(keyEntry.getKey(), dov);
stateSerializer.serialize(keyEntry.getValue(), dov);
}
}
} else {
dov.writeInt(0);
}
}
}
}