Github user StefanRRichter commented on a diff in the pull request:

    https://github.com/apache/flink/pull/6361#discussion_r203355448
  
    --- Diff: 
flink-end-to-end-tests/flink-stream-state-ttl-test/src/main/java/org/apache/flink/streaming/tests/verify/AbstractTtlStateVerifier.java
 ---
    @@ -0,0 +1,132 @@
    +/*
    + * 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.streaming.tests.verify;
    +
    +import org.apache.flink.api.common.state.State;
    +import org.apache.flink.api.common.state.StateDescriptor;
    +import org.apache.flink.api.common.state.StateTtlConfiguration;
    +import org.apache.flink.api.common.time.Time;
    +import org.apache.flink.api.common.typeutils.TypeSerializer;
    +import org.apache.flink.runtime.state.FunctionInitializationContext;
    +
    +import javax.annotation.Nonnull;
    +
    +import java.util.ArrayList;
    +import java.util.List;
    +import java.util.Random;
    +import java.util.stream.IntStream;
    +
    +abstract class AbstractTtlStateVerifier<D extends StateDescriptor<S, SV>, 
S extends State, SV, UV, GV>
    +   implements TtlStateVerifier<UV, GV> {
    +   static final Random RANDOM = new Random();
    +
    +   @Nonnull
    +   final D stateDesc;
    +
    +   AbstractTtlStateVerifier(@Nonnull D stateDesc) {
    +           this.stateDesc = stateDesc;
    +   }
    +
    +   @Nonnull
    +   static String randomString() {
    +           StringBuilder sb = new StringBuilder();
    +           IntStream.range(0, RANDOM.nextInt(14) + 2).forEach(i -> 
sb.append(randomChar()));
    +           return sb.toString();
    +   }
    +
    +   private static char randomChar() {
    +           char d = (char) ('0' + RANDOM.nextInt(9));
    +           char l = (char) ('a' + RANDOM.nextInt(25));
    +           return RANDOM.nextBoolean() ? d : l;
    +   }
    +
    +   @SuppressWarnings("unchecked")
    +   @Override
    +   @Nonnull
    +   public State createState(@Nonnull FunctionInitializationContext 
context, @Nonnull StateTtlConfiguration ttlConfig) {
    +           stateDesc.enableTimeToLive(ttlConfig);
    +           return createState(context);
    +   }
    +
    +   abstract State createState(FunctionInitializationContext context);
    +
    +   @SuppressWarnings("unchecked")
    +   @Override
    +   @Nonnull
    +   public TypeSerializer<UV> getUpdateSerializer() {
    +           return (TypeSerializer<UV>) stateDesc.getSerializer();
    +   }
    +
    +   @SuppressWarnings("unchecked")
    +   @Override
    +   public GV get(@Nonnull State state) throws Exception {
    +           return getInternal((S) state);
    +   }
    +
    +   abstract GV getInternal(@Nonnull S state) throws Exception;
    +
    +   @SuppressWarnings("unchecked")
    +   @Override
    +   public void update(@Nonnull State state, Object update) throws 
Exception {
    +           updateInternal((S) state, (UV) update);
    +   }
    +
    +   abstract void updateInternal(@Nonnull S state, UV update) throws 
Exception;
    +
    +   @SuppressWarnings("unchecked")
    +   @Override
    +   public boolean verify(@Nonnull TtlVerificationContext<?, ?> 
verificationContextRaw, @Nonnull Time precision) {
    +           TtlVerificationContext<UV, GV> verificationContext = 
(TtlVerificationContext<UV, GV>) verificationContextRaw;
    +           if (!isWithinPrecision(verificationContext, precision)) {
    +                   return true;
    +           }
    +           List<TtlValue<UV>> updates = new 
ArrayList<>(verificationContext.getPrevUpdates());
    +           long currentTimestamp = 
verificationContext.getUpdateContext().getTimestamp();
    +           GV prevValue = expected(updates, currentTimestamp);
    +           GV valueBeforeUpdate = 
verificationContext.getUpdateContext().getValueBeforeUpdate();
    +           TtlValue<UV> update = 
verificationContext.getUpdateContext().getUpdateWithTs();
    +           GV updatedValue = 
verificationContext.getUpdateContext().getUpdatedValue();
    +           updates.add(update);
    +           GV expectedValue = expected(updates, currentTimestamp);
    +           return valuesEqual(valueBeforeUpdate, prevValue) && 
valuesEqual(updatedValue, expectedValue);
    +   }
    +
    +   private boolean isWithinPrecision(TtlVerificationContext<UV, GV> 
verificationContext, Time precision) {
    +           List<TtlValue<UV>> prevUpdates = 
verificationContext.getPrevUpdates();
    +           if (prevUpdates.isEmpty()) {
    +                   return true;
    +           }
    +           long ts = verificationContext.getUpdateContext().getTimestamp();
    +           long ttl = stateDesc.getTtlConfig().getTtl().toMilliseconds();
    +           return prevUpdates.stream().allMatch(u -> {
    +                   long delta = ts - u.getUpdateTimestamp() - ttl;
    +                   return precision.toMilliseconds() < delta;
    +           });
    +   }
    +
    +   private boolean valuesEqual(GV v1, GV v2) {
    +           return (v1 == null && v2 == null) || (v1 != null && 
v1.equals(v2));
    --- End diff --
    
    return `Objects.equals(v1, v2)`?


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