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https://issues.apache.org/jira/browse/FLINK-9513?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16519965#comment-16519965
]
ASF GitHub Bot commented on FLINK-9513:
---------------------------------------
Github user sihuazhou commented on a diff in the pull request:
https://github.com/apache/flink/pull/6196#discussion_r197331898
--- Diff:
flink-runtime/src/main/java/org/apache/flink/runtime/state/ttl/TtlStateFactory.java
---
@@ -0,0 +1,207 @@
+/*
+ * 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.flink.runtime.state.ttl;
+
+import org.apache.flink.api.common.state.AggregatingStateDescriptor;
+import org.apache.flink.api.common.state.FoldingStateDescriptor;
+import org.apache.flink.api.common.state.ListStateDescriptor;
+import org.apache.flink.api.common.state.MapStateDescriptor;
+import org.apache.flink.api.common.state.ReducingStateDescriptor;
+import org.apache.flink.api.common.state.State;
+import org.apache.flink.api.common.state.StateDescriptor;
+import org.apache.flink.api.common.state.ValueStateDescriptor;
+import org.apache.flink.api.common.typeutils.CompositeSerializer;
+import org.apache.flink.api.common.typeutils.TypeSerializer;
+import org.apache.flink.api.common.typeutils.base.LongSerializer;
+import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.runtime.state.KeyedStateFactory;
+import org.apache.flink.util.FlinkRuntimeException;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+/**
+ * This state factory wraps state objects, produced by backends, with TTL
logic.
+ */
+public class TtlStateFactory {
+ public static <N, SV, S extends State, IS extends S> IS
createStateAndWrapWithTtlIfEnabled(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc,
+ KeyedStateFactory originalStateFactory,
+ TtlConfig ttlConfig,
+ TtlTimeProvider timeProvider) throws Exception {
+ return ttlConfig.getTtlUpdateType() == TtlUpdateType.Disabled ?
+ originalStateFactory.createState(namespaceSerializer,
stateDesc) :
+ new TtlStateFactory(originalStateFactory, ttlConfig,
timeProvider)
+ .createState(namespaceSerializer, stateDesc);
+ }
+
+ private final Map<Class<? extends StateDescriptor>, StateFactory>
stateFactories;
+
+ private final KeyedStateFactory originalStateFactory;
+ private final TtlConfig ttlConfig;
+ private final TtlTimeProvider timeProvider;
+
+ private TtlStateFactory(KeyedStateFactory originalStateFactory,
TtlConfig ttlConfig, TtlTimeProvider timeProvider) {
+ this.originalStateFactory = originalStateFactory;
+ this.ttlConfig = ttlConfig;
+ this.timeProvider = timeProvider;
+ this.stateFactories = createStateFactories();
+ }
+
+ private Map<Class<? extends StateDescriptor>, StateFactory>
createStateFactories() {
+ return Stream.of(
+ Tuple2.of(ValueStateDescriptor.class, (StateFactory)
this::createValueState),
+ Tuple2.of(ListStateDescriptor.class, (StateFactory)
this::createListState),
+ Tuple2.of(MapStateDescriptor.class, (StateFactory)
this::createMapState),
+ Tuple2.of(ReducingStateDescriptor.class, (StateFactory)
this::createReducingState),
+ Tuple2.of(AggregatingStateDescriptor.class,
(StateFactory) this::createAggregatingState),
+ Tuple2.of(FoldingStateDescriptor.class, (StateFactory)
this::createFoldingState)
+ ).collect(Collectors.toMap(t -> t.f0, t -> t.f1));
+ }
+
+ private interface StateFactory {
+ <N, SV, S extends State, IS extends S> IS create(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception;
+ }
+
+ private <N, SV, S extends State, IS extends S> IS createState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ StateFactory stateFactory =
stateFactories.get(stateDesc.getClass());
+ if (stateFactory == null) {
+ String message = String.format("State %s is not
supported by %s",
+ stateDesc.getClass(), TtlStateFactory.class);
+ throw new FlinkRuntimeException(message);
+ }
+ return stateFactory.create(namespaceSerializer, stateDesc);
+ }
+
+ @SuppressWarnings("unchecked")
+ private <N, SV, S extends State, IS extends S> IS createValueState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ SV defVal = stateDesc.getDefaultValue();
+ TtlValue<SV> ttlDefVal = defVal == null ? null : new
TtlValue<>(defVal, Long.MAX_VALUE);
+ ValueStateDescriptor<TtlValue<SV>> ttlDescriptor = new
ValueStateDescriptor<>(
+ stateDesc.getName(), new
TtlSerializer<>(stateDesc.getSerializer()), ttlDefVal);
+ return (IS) new TtlValueState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, stateDesc.getSerializer());
+ }
+
+ @SuppressWarnings("unchecked")
+ private <T, N, SV, S extends State, IS extends S> IS createListState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ ListStateDescriptor<T> listStateDesc = (ListStateDescriptor<T>)
stateDesc;
+ ListStateDescriptor<TtlValue<T>> ttlDescriptor = new
ListStateDescriptor<>(
+ stateDesc.getName(), new
TtlSerializer<>(listStateDesc.getElementSerializer()));
+ return (IS) new TtlListState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, listStateDesc.getSerializer());
+ }
+
+ @SuppressWarnings("unchecked")
+ private <UK, UV, N, SV, S extends State, IS extends S> IS
createMapState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ MapStateDescriptor<UK, UV> mapStateDesc =
(MapStateDescriptor<UK, UV>) stateDesc;
+ MapStateDescriptor<UK, TtlValue<UV>> ttlDescriptor = new
MapStateDescriptor<>(
+ stateDesc.getName(),
+ mapStateDesc.getKeySerializer(),
+ new TtlSerializer<>(mapStateDesc.getValueSerializer()));
+ return (IS) new TtlMapState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, mapStateDesc.getSerializer());
+ }
+
+ @SuppressWarnings("unchecked")
+ private <N, SV, S extends State, IS extends S> IS createReducingState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ ReducingStateDescriptor<SV> reducingStateDesc =
(ReducingStateDescriptor<SV>) stateDesc;
+ ReducingStateDescriptor<TtlValue<SV>> ttlDescriptor = new
ReducingStateDescriptor<>(
+ stateDesc.getName(),
+ new
TtlReduceFunction<>(reducingStateDesc.getReduceFunction(), ttlConfig,
timeProvider),
+ new TtlSerializer<>(stateDesc.getSerializer()));
+ return (IS) new TtlReducingState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, stateDesc.getSerializer());
+ }
+
+ @SuppressWarnings("unchecked")
+ private <IN, OUT, N, SV, S extends State, IS extends S> IS
createAggregatingState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ AggregatingStateDescriptor<IN, SV, OUT>
aggregatingStateDescriptor =
+ (AggregatingStateDescriptor<IN, SV, OUT>) stateDesc;
+ TtlAggregateFunction<IN, SV, OUT> ttlAggregateFunction = new
TtlAggregateFunction<>(
+ aggregatingStateDescriptor.getAggregateFunction(),
ttlConfig, timeProvider);
+ AggregatingStateDescriptor<IN, TtlValue<SV>, OUT> ttlDescriptor
= new AggregatingStateDescriptor<>(
+ stateDesc.getName(), ttlAggregateFunction, new
TtlSerializer<>(stateDesc.getSerializer()));
+ return (IS) new TtlAggregatingState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, stateDesc.getSerializer(),
ttlAggregateFunction);
+ }
+
+ @SuppressWarnings("unchecked")
+ private <T, N, SV, S extends State, IS extends S> IS createFoldingState(
+ TypeSerializer<N> namespaceSerializer,
+ StateDescriptor<S, SV> stateDesc) throws Exception {
+ FoldingStateDescriptor<T, SV> foldingStateDescriptor =
(FoldingStateDescriptor<T, SV>) stateDesc;
+ SV initAcc = stateDesc.getDefaultValue();
+ TtlValue<SV> ttlInitAcc = initAcc == null ? null : new
TtlValue<>(initAcc, Long.MAX_VALUE);
+ FoldingStateDescriptor<T, TtlValue<SV>> ttlDescriptor = new
FoldingStateDescriptor<>(
+ stateDesc.getName(),
+ ttlInitAcc,
+ new
TtlFoldFunction<>(foldingStateDescriptor.getFoldFunction(), ttlConfig,
timeProvider),
+ new TtlSerializer<>(stateDesc.getSerializer()));
+ return (IS) new TtlFoldingState<>(
+ originalStateFactory.createState(namespaceSerializer,
ttlDescriptor),
+ ttlConfig, timeProvider, stateDesc.getSerializer());
+ }
+
+ private static class TtlSerializer<T> extends
CompositeSerializer<TtlValue<T>> {
+ TtlSerializer(TypeSerializer<T> userValueSerializer) {
--- End diff --
The `userValueSerializer` seems can't be null?
> Wrap state binder with TTL logic
> --------------------------------
>
> Key: FLINK-9513
> URL: https://issues.apache.org/jira/browse/FLINK-9513
> Project: Flink
> Issue Type: Sub-task
> Components: State Backends, Checkpointing
> Affects Versions: 1.6.0
> Reporter: Andrey Zagrebin
> Assignee: Andrey Zagrebin
> Priority: Major
> Labels: pull-request-available
> Fix For: 1.6.0
>
>
> The main idea is to wrap user state value with a class holding the value and
> the expiration timestamp (maybe meta data in future) and use the new object
> as a value in the existing implementations:
> {code:java}
> class TtlValue<V> {
> V value;
> long expirationTimestamp;
> }
> {code}
> The original state binder factory is wrapped with TtlStateBinder if TTL is
> enabled:
> {code:java}
> state = ttlConfig.updateType == DISABLED ?
> bind(binder) : bind(new TtlStateBinder(binder, timerService));
> {code}
> TtlStateBinder decorates the states produced by the original binder with TTL
> logic wrappers and adds TtlValue serialisation logic:
> {code:java}
> TtlStateBinder {
> StateBinder binder;
> ProcessingTimeProvier timeProvider; // System.currentTimeMillis()
> <V> TtlValueState<V> createValueState(valueDesc) {
> serializer = new TtlValueSerializer(valueDesc.getSerializer);
> ttlValueDesc = new ValueDesc(serializer, ...);
> // or implement custom TypeInfo
> originalStateWithTtl = binder.createValueState(valueDesc);
> return new TtlValueState(originalStateWithTtl, timeProvider);
> }
> // List, Map, ...
> }
> {code}
> TTL serializer should add expiration timestamp
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