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feat: avoid spurious tombstones in table output (#6405)
* feat: avoid spurious tombstones in table output fixes: #3558 AK commit apache/kafka#9156 enhances Kafka Streams so that filters on tables now avoid emitting spurious tombstones. ksqlDB now benefits from this. Tombstones are no longer emitted to the sink topic when a HAVING clause excludes a row from the result _that has never been in the result table_. BREAKING CHANGE: This change fixes a _bug_ where unnecessary tombstones where being emitted when a `HAVING` clause filtered out a row from the source that is not in the output table For example, given: ```sql -- source stream: CREATE STREAM FOO (ID INT KEY, VAL INT) WITH (...); -- aggregate into a table: CREATE TABLE BAR AS SELECT ID, SUM(VAL) AS SUM FROM FOO GROUP BY ID HAVING SUM(VAL) > 0; -- insert some values into the stream: INSERT INTO FOO VALUES(1, -5); INSERT INTO FOO VALUES(1, 6); INSERT INTO FOO VALUES(1, -2); INSERT INTO FOO VALUES(1, -1); ``` Where previously the contents of the sink topic `BAR` would have contained records: | Key | Value | Notes | |-----|-------|------| | 1. | null. | Spurious tombstone: the table does not contain a row with key `1`, so no tombstone is required. | | 1. | {sum=1} | Row added as HAVING criteria now met | | 1. | null. | Row deleted as HAVING criteria now not met | | 1. | null. | Spurious tombstone: the table does not contain a row with key `1`, so no tombstone is required. | Note: the first record in the tom The topic will now contain: | Key | Value | |-----|-------| | 1. | {sum=1} | | 1. | null. | Co-authored-by: Andy Coates <[email protected]>
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ksqldb-engine/src/test/java/io/confluent/ksql/function/KudafUndoAggregatorTest.java
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...xecution/src/test/java/io/confluent/ksql/execution/function/udaf/KudafAggregatorTest.java
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/* | ||
* Copyright 2020 Confluent Inc. | ||
* | ||
* Licensed under the Confluent Community License (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.confluent.io/confluent-community-license | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT | ||
* WARRANTIES OF ANY KIND, either express or implied. See the License for the | ||
* specific language governing permissions and limitations under the License. | ||
*/ | ||
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package io.confluent.ksql.execution.function.udaf; | ||
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import static org.hamcrest.MatcherAssert.assertThat; | ||
import static org.hamcrest.Matchers.is; | ||
import static org.hamcrest.Matchers.not; | ||
import static org.mockito.ArgumentMatchers.any; | ||
import static org.mockito.Mockito.when; | ||
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import com.google.common.collect.ImmutableList; | ||
import io.confluent.ksql.GenericRow; | ||
import io.confluent.ksql.execution.transform.KsqlProcessingContext; | ||
import io.confluent.ksql.function.KsqlAggregateFunction; | ||
import java.util.function.Function; | ||
import org.apache.kafka.connect.data.Struct; | ||
import org.apache.kafka.streams.kstream.Merger; | ||
import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.mockito.Mock; | ||
import org.mockito.junit.MockitoJUnitRunner; | ||
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@RunWith(MockitoJUnitRunner.class) | ||
public class KudafAggregatorTest { | ||
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@Mock | ||
private KsqlAggregateFunction<Long, String, String> func1; | ||
@Mock | ||
private Struct key; | ||
@Mock | ||
private Merger<Struct, String> func1Merger; | ||
@Mock | ||
private Function<String, String> func1ResultMapper; | ||
@Mock | ||
private KsqlProcessingContext ctx; | ||
private KudafAggregator<String> aggregator; | ||
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@Before | ||
public void setUp() { | ||
aggregator = new KudafAggregator<>(2, ImmutableList.of(func1)); | ||
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when(func1.getMerger()).thenReturn(func1Merger); | ||
when(func1.getResultMapper()).thenReturn(func1ResultMapper); | ||
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when(func1.aggregate(any(), any())).thenReturn("func1-result"); | ||
when(func1Merger.apply(any(), any(), any())).thenReturn("func1-merged"); | ||
when(func1ResultMapper.apply(any())).thenReturn("func1-result"); | ||
} | ||
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@Test | ||
public void shouldNotMutateParametersOnApply() { | ||
// Given: | ||
final GenericRow value = GenericRow.genericRow(1, 2L); | ||
final GenericRow agg = GenericRow.genericRow(1, 2L, 3); | ||
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// When: | ||
final GenericRow result = aggregator.apply("key", value, agg); | ||
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// Then: | ||
assertThat(value, is(GenericRow.genericRow(1, 2L))); | ||
assertThat(agg, is(GenericRow.genericRow(1, 2L, 3))); | ||
assertThat("invalid test", result, is(not(GenericRow.genericRow(1, 2L, 3)))); | ||
} | ||
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@Test | ||
public void shouldNotMutateParametersOnMerge() { | ||
// Given: | ||
final GenericRow aggOne = GenericRow.genericRow(1, 2L, 4); | ||
final GenericRow aggTwo = GenericRow.genericRow(1, 2L, 3); | ||
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// When: | ||
final GenericRow result = aggregator.getMerger().apply(key, aggOne, aggTwo); | ||
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// Then: | ||
assertThat(aggOne, is(GenericRow.genericRow(1, 2L, 4))); | ||
assertThat(aggTwo, is(GenericRow.genericRow(1, 2L, 3))); | ||
assertThat("invalid test", result, is(not(GenericRow.genericRow(1, 2L, 4)))); | ||
assertThat("invalid test", result, is(not(GenericRow.genericRow(1, 2L, 3)))); | ||
} | ||
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@Test | ||
public void shouldNotMutateParametersOnResultsMap() { | ||
// Given: | ||
final GenericRow agg = GenericRow.genericRow(1, 2L, 4); | ||
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// When: | ||
final GenericRow result = aggregator.getResultMapper().transform("k", agg, ctx); | ||
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// Then: | ||
assertThat(agg, is(GenericRow.genericRow(1, 2L, 4))); | ||
assertThat("invalid test", result, is(not(GenericRow.genericRow(1, 2L, 4)))); | ||
} | ||
} |
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...tion/src/test/java/io/confluent/ksql/execution/function/udaf/KudafUndoAggregatorTest.java
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/* | ||
* Copyright 2020 Confluent Inc. | ||
* | ||
* Licensed under the Confluent Community License (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.confluent.io/confluent-community-license | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT | ||
* WARRANTIES OF ANY KIND, either express or implied. See the License for the | ||
* specific language governing permissions and limitations under the License. | ||
*/ | ||
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package io.confluent.ksql.execution.function.udaf; | ||
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import static io.confluent.ksql.GenericRow.genericRow; | ||
import static org.hamcrest.CoreMatchers.equalTo; | ||
import static org.hamcrest.MatcherAssert.assertThat; | ||
import static org.hamcrest.Matchers.is; | ||
import static org.hamcrest.Matchers.not; | ||
import static org.mockito.ArgumentMatchers.any; | ||
import static org.mockito.Mockito.when; | ||
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import com.google.common.collect.ImmutableList; | ||
import io.confluent.ksql.GenericRow; | ||
import io.confluent.ksql.execution.function.TableAggregationFunction; | ||
import org.apache.kafka.connect.data.Struct; | ||
import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.mockito.Mock; | ||
import org.mockito.junit.MockitoJUnitRunner; | ||
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@RunWith(MockitoJUnitRunner.class) | ||
public class KudafUndoAggregatorTest { | ||
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@Mock | ||
private TableAggregationFunction<Long, String, String> func1; | ||
@Mock | ||
private Struct key; | ||
private KudafUndoAggregator aggregator; | ||
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@Before | ||
public void setUp() { | ||
aggregator = new KudafUndoAggregator(2, ImmutableList.of(func1)); | ||
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when(func1.undo(any(), any())).thenReturn("func1-undone"); | ||
} | ||
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@Test | ||
public void shouldNotMutateParametersOnApply() { | ||
// Given: | ||
final GenericRow value = GenericRow.genericRow(1, 2L); | ||
final GenericRow agg = GenericRow.genericRow(1, 2L, 3); | ||
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// When: | ||
final GenericRow result = aggregator.apply(key, value, agg); | ||
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// Then: | ||
assertThat(value, is(GenericRow.genericRow(1, 2L))); | ||
assertThat(agg, is(GenericRow.genericRow(1, 2L, 3))); | ||
assertThat("invalid test", result, is(not(GenericRow.genericRow(1, 2L, 3)))); | ||
} | ||
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@Test | ||
public void shouldApplyUndoableAggregateFunctions() { | ||
// Given: | ||
final GenericRow value = genericRow(1, 2L); | ||
final GenericRow aggRow = genericRow(1, 2L, 3); | ||
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// When: | ||
final GenericRow resultRow = aggregator.apply(key, value, aggRow); | ||
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// Then: | ||
assertThat(resultRow, equalTo(genericRow(1, 2L, "func1-undone"))); | ||
} | ||
} |
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