guozhangwang commented on code in PR #12135: URL: https://github.com/apache/kafka/pull/12135#discussion_r872914073
########## streams/src/test/java/org/apache/kafka/streams/integration/SlidingWindowedKStreamIntegrationTest.java: ########## @@ -0,0 +1,482 @@ +/* + * 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.kafka.streams.integration; + +import java.util.Collection; +import java.util.Collections; +import java.util.Optional; +import org.apache.kafka.clients.consumer.ConsumerConfig; +import org.apache.kafka.common.serialization.Deserializer; +import org.apache.kafka.common.serialization.Serde; +import org.apache.kafka.common.serialization.Serdes; +import org.apache.kafka.common.serialization.Serdes.StringSerde; +import org.apache.kafka.common.serialization.StringDeserializer; +import org.apache.kafka.common.serialization.StringSerializer; +import org.apache.kafka.streams.KafkaStreams; +import org.apache.kafka.streams.StreamsBuilder; +import org.apache.kafka.streams.StreamsConfig; +import org.apache.kafka.streams.KeyValueTimestamp; +import org.apache.kafka.streams.StreamsConfig.InternalConfig; +import org.apache.kafka.streams.integration.utils.EmbeddedKafkaCluster; +import org.apache.kafka.streams.integration.utils.IntegrationTestUtils; +import org.apache.kafka.streams.kstream.Consumed; +import org.apache.kafka.streams.kstream.EmitStrategy; +import org.apache.kafka.streams.kstream.EmitStrategy.StrategyType; +import org.apache.kafka.streams.kstream.JoinWindows; +import org.apache.kafka.streams.kstream.KStream; +import org.apache.kafka.streams.kstream.Materialized; +import org.apache.kafka.streams.kstream.Produced; +import org.apache.kafka.streams.kstream.SessionWindowedDeserializer; +import org.apache.kafka.streams.kstream.SlidingWindows; +import org.apache.kafka.streams.kstream.TimeWindowedDeserializer; +import org.apache.kafka.streams.kstream.Windowed; +import org.apache.kafka.streams.kstream.WindowedSerdes; +import org.apache.kafka.streams.kstream.internals.TimeWindow; +import org.apache.kafka.test.IntegrationTest; +import org.apache.kafka.test.MockAggregator; +import org.apache.kafka.test.MockInitializer; +import org.apache.kafka.test.TestUtils; +import org.junit.After; +import org.junit.AfterClass; +import org.junit.Before; +import org.junit.BeforeClass; +import org.junit.Rule; +import org.junit.Test; +import org.junit.experimental.categories.Category; +import org.junit.rules.TestName; + +import java.io.IOException; +import java.util.Arrays; +import java.util.List; +import java.util.Properties; +import org.junit.runner.RunWith; +import org.junit.runners.Parameterized; +import org.junit.runners.Parameterized.Parameter; + +import static java.time.Duration.ofMillis; +import static java.util.Arrays.asList; +import static org.apache.kafka.common.utils.Utils.mkEntry; +import static org.apache.kafka.common.utils.Utils.mkMap; +import static org.apache.kafka.common.utils.Utils.mkProperties; +import static org.apache.kafka.streams.integration.utils.IntegrationTestUtils.safeUniqueTestName; +import static org.hamcrest.MatcherAssert.assertThat; +import static org.hamcrest.core.Is.is; + +@SuppressWarnings({"unchecked"}) +@Category({IntegrationTest.class}) +@RunWith(Parameterized.class) +public class SlidingWindowedKStreamIntegrationTest { + private static final int NUM_BROKERS = 1; + + public static final EmbeddedKafkaCluster CLUSTER = new EmbeddedKafkaCluster(NUM_BROKERS, + mkProperties( + mkMap(mkEntry("log.retention.hours", "-1"), mkEntry("log.retention.bytes", "-1")) // Don't expire records since we manipulate timestamp + ) + ); + + @BeforeClass + public static void startCluster() throws IOException { + CLUSTER.start(); + } + + @AfterClass + public static void closeCluster() { + CLUSTER.stop(); + } + + + private StreamsBuilder builder; + private Properties streamsConfiguration; + private KafkaStreams kafkaStreams; + private String streamOneInput; + private String streamTwoInput; + private String outputTopic; + + @Rule + public TestName testName = new TestName(); + + @Parameter + public StrategyType type; + + @Parameter(1) + public boolean withCache; + + @Parameter(2) + public EmitStrategy emitStrategy; + + private boolean emitFinal; + + @Parameterized.Parameters(name = "{0}_{1}") + public static Collection<Object[]> getEmitStrategy() { + return asList(new Object[][] { + {StrategyType.ON_WINDOW_UPDATE, true, EmitStrategy.onWindowUpdate()}, + {StrategyType.ON_WINDOW_UPDATE, false, EmitStrategy.onWindowUpdate()}, + {StrategyType.ON_WINDOW_CLOSE, true, EmitStrategy.onWindowClose()}, + {StrategyType.ON_WINDOW_CLOSE, false, EmitStrategy.onWindowClose()} + }); + } + + @Before + public void before() throws InterruptedException { + builder = new StreamsBuilder(); + createTopics(); + streamsConfiguration = new Properties(); + final String safeTestName = safeUniqueTestName(getClass(), testName); + streamsConfiguration.put(StreamsConfig.APPLICATION_ID_CONFIG, "app-" + safeTestName); + streamsConfiguration.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, CLUSTER.bootstrapServers()); + streamsConfiguration.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest"); + streamsConfiguration.put(StreamsConfig.STATE_DIR_CONFIG, TestUtils.tempDirectory().getPath()); + streamsConfiguration.put(StreamsConfig.STATESTORE_CACHE_MAX_BYTES_CONFIG, 0); + streamsConfiguration.put(StreamsConfig.COMMIT_INTERVAL_MS_CONFIG, 100L); + streamsConfiguration.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass()); + streamsConfiguration.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass()); + streamsConfiguration.put(InternalConfig.EMIT_INTERVAL_MS_KSTREAMS_WINDOWED_AGGREGATION, 0); // Always process + streamsConfiguration.put(StreamsConfig.WINDOW_STORE_CHANGE_LOG_ADDITIONAL_RETENTION_MS_CONFIG, Long.MAX_VALUE); // Don't expire changelog + + emitFinal = emitStrategy.type() == StrategyType.ON_WINDOW_CLOSE; + } + + @After + public void whenShuttingDown() throws IOException { + if (kafkaStreams != null) { + kafkaStreams.close(); + kafkaStreams.cleanUp(); + } + IntegrationTestUtils.purgeLocalStreamsState(streamsConfiguration); + } + + @Test + public void shouldAggregateWindowedWithNoGrace() throws Exception { + produceMessages( + streamOneInput, + new KeyValueTimestamp<>("A", "1", 0), // Create [0, 10](0+1) + new KeyValueTimestamp<>("A", "2", 5), // Update [0, 10](0+1+2), create [1, 11](0+2) + new KeyValueTimestamp<>("A", "3", 10), // Update [0, 10](0+1+2+3), [1, 11](0+2+3), create [6, 16](0+3) + new KeyValueTimestamp<>("A", "4", 17), // Create [7, 17](0+3+4), [11, 21](0+4), close [0, 10], [1, 11], [6, 16] + new KeyValueTimestamp<>("B", "5", 6), // Late and ignore + new KeyValueTimestamp<>("B", "6", 11), // Late and ignore + new KeyValueTimestamp<>("B", "7", 18), // Create [8, 18](0+7), close A/[7, 17] + new KeyValueTimestamp<>("C", "8", 25) // Create [15, 25](0+8), close B/[8, 18], A[11, 21] + ); + + final Serde<Windowed<String>> windowedSerde = WindowedSerdes.timeWindowedSerdeFrom(String.class, 10L); + builder.stream(streamOneInput, Consumed.with(Serdes.String(), Serdes.String())) + .groupByKey() + .windowedBy(SlidingWindows.ofTimeDifferenceWithNoGrace(ofMillis(10L))) + .emitStrategy(emitStrategy) + .aggregate( + MockInitializer.STRING_INIT, + MockAggregator.TOSTRING_ADDER, + getMaterialized() + ) + .toStream() + .to(outputTopic, Produced.with(windowedSerde, new StringSerde())); + + startStreams(); + + final List<KeyValueTimestamp<Windowed<String>, String>> windowedMessages = receiveMessagesWithTimestamp( + new TimeWindowedDeserializer<>(new StringDeserializer(), 10L), + new StringDeserializer(), + 10L, + String.class, + emitFinal ? 5 : 10); + + final List<KeyValueTimestamp<Windowed<String>, String>> expectResult; + if (emitFinal) { + expectResult = asList( + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3+4", 17), + new KeyValueTimestamp<>(new Windowed<>("B", new TimeWindow(8L, 18L)), "0+7", 18), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(11L, 21L)), "0+4", 17) + ); + } else { + expectResult = asList( + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1", 0), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2", 5), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2", 5), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(11L, 21L)), "0+4", 17), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3+4", 17), + new KeyValueTimestamp<>(new Windowed<>("B", new TimeWindow(8L, 18L)), "0+7", 18), + new KeyValueTimestamp<>(new Windowed<>("C", new TimeWindow(15L, 25L)), "0+8", 25) + ); + } + + assertThat(windowedMessages, is(expectResult)); + } + + @Test + public void shouldAggregateWindowedWithGrace() throws Exception { + produceMessages( + streamOneInput, + new KeyValueTimestamp<>("A", "1", 0), // Create [0, 10](0+1) + new KeyValueTimestamp<>("A", "2", 5), // Update [0, 10](0+1+2), create [1, 11](0+2) + new KeyValueTimestamp<>("A", "3", 10), // Update [0, 10](0+1+2+3), create [6, 16](0+3), update [1, 11](0+2+3) + new KeyValueTimestamp<>("A", "4", 6), // Update [0, 10](0+1+2+3+4), update [1, 11](0+2+3+4], update [6, 16](0+3+4), create [7, 17](0+3) + new KeyValueTimestamp<>("A", "5", 11), // Update [1, 11](0+2+3+4+5), update [6, 16](0+3+4+5), create [11, 21](0+5), update [7, 17](0+3+5) + new KeyValueTimestamp<>("A", "6", 16), // close [0, 10], update [6, 16](0+3+4+5+6), update [11, 21](0+5+6), create [12, 22](0+6), update [7, 17](0+3+5+6) + new KeyValueTimestamp<>("A", "7", 27) // close [1, 11], [6, 16], [11, 21], [7, 17] create [17, 27](0+7), create [17, 27](0+7) + ); + + final Serde<Windowed<String>> windowedSerde = WindowedSerdes.timeWindowedSerdeFrom(String.class, 10L); + builder.stream(streamOneInput, Consumed.with(Serdes.String(), Serdes.String())) + .groupByKey() + .windowedBy(SlidingWindows.ofTimeDifferenceAndGrace(ofMillis(10L), ofMillis(5))) + .emitStrategy(emitStrategy) + .aggregate( + MockInitializer.STRING_INIT, + MockAggregator.TOSTRING_ADDER, + getMaterialized() + ) + .toStream() + .to(outputTopic, Produced.with(windowedSerde, new StringSerde())); + + startStreams(); + + final List<KeyValueTimestamp<Windowed<String>, String>> windowedMessages = receiveMessagesWithTimestamp( + new TimeWindowedDeserializer<>(new StringDeserializer(), 10L), + new StringDeserializer(), + 10L, + String.class, + emitFinal ? 5 : 20); + + final List<KeyValueTimestamp<Windowed<String>, String>> expectResult; + if (emitFinal) { + expectResult = asList( + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2+3+4", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3+4+5", 11), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3+4+5+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3+5+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(11L, 21L)), "0+5+6", 16) + ); + } else { + expectResult = asList( + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1", 0), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2", 5), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2", 5), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3+4", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3+4", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(0L, 10L)), "0+1+2+3+4", 10), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3+5", 11), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3+4+5", 11), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(1L, 11L)), "0+2+3+4+5", 11), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(11L, 21L)), "0+5", 11), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(11L, 21L)), "0+5+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(7L, 17L)), "0+3+5+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(6L, 16L)), "0+3+4+5+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(12L, 22L)), "0+6", 16), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(17L, 27L)), "0+7", 27), + new KeyValueTimestamp<>(new Windowed<>("A", new TimeWindow(17L, 27L)), "0+7", 27) + ); + } + + assertThat(windowedMessages, is(expectResult)); + } + + @Test + public void shouldRestoreAfterJoinRestart() throws Exception { Review Comment: I'm actually not sure. It's added in 6/N PR. Maybe @lihaosky has some context on the rationale to have join->aggregate test path here. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
