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Refactor parallel indexing perfect rollup partitioning #8852
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,92 @@ | ||
/* | ||
* 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. | ||
*/ | ||
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package org.apache.druid.data.input; | ||
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import org.apache.druid.java.util.common.parsers.CloseableIterator; | ||
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import javax.annotation.Nullable; | ||
import java.io.IOException; | ||
import java.util.List; | ||
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/** | ||
* Decorated {@link CloseableIterator<InputRow>} that can process rows with {@link InputRowHandler}s. | ||
*/ | ||
public class HandlingInputRowIterator implements CloseableIterator<InputRow> | ||
{ | ||
@FunctionalInterface | ||
public interface InputRowHandler | ||
{ | ||
/** | ||
* @return True if inputRow was successfully handled and no further processing is needed | ||
*/ | ||
boolean handle(InputRow inputRow); | ||
} | ||
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private final CloseableIterator<InputRow> delegate; | ||
private final List<InputRowHandler> inputRowHandlers; | ||
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/** | ||
* @param inputRowIterator Source of {@link InputRow}s | ||
* @param inputRowHandlers Before yielding the next {@link InputRow}, each {@link InputRowHandler} is sequentially | ||
* applied to the {@link InputRow} until one of them returns true or all of the handlers are | ||
* applied. | ||
*/ | ||
public HandlingInputRowIterator( | ||
CloseableIterator<InputRow> inputRowIterator, | ||
List<InputRowHandler> inputRowHandlers | ||
) | ||
{ | ||
this.delegate = inputRowIterator; | ||
this.inputRowHandlers = inputRowHandlers; | ||
} | ||
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@Override | ||
public boolean hasNext() | ||
{ | ||
return delegate.hasNext(); | ||
} | ||
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/** | ||
* @return Next {@link InputRow} or null if row was successfully handled by an {@link InputRowHandler}. | ||
*/ | ||
@Override | ||
@Nullable | ||
public InputRow next() | ||
{ | ||
InputRow inputRow = delegate.next(); | ||
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// NOTE: This loop invokes a virtual call per input row, which may have significant overhead for large inputs | ||
// (e.g. InputSourceProcessor). If performance suffers, this implementation or the clients will need to change. | ||
for (InputRowHandler inputRowHandler : inputRowHandlers) { | ||
if (inputRowHandler.handle(inputRow)) { | ||
return null; | ||
} | ||
} | ||
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return inputRow; | ||
} | ||
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@Override | ||
public void close() throws IOException | ||
{ | ||
delegate.close(); | ||
} | ||
} | ||
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@@ -19,6 +19,7 @@ | |
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package org.apache.druid.indexer.partitions; | ||
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import com.fasterxml.jackson.annotation.JsonIgnore; | ||
import com.fasterxml.jackson.annotation.JsonSubTypes; | ||
import com.fasterxml.jackson.annotation.JsonTypeInfo; | ||
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@@ -75,4 +76,29 @@ static Integer resolveHistoricalNullIfNeeded(@Nullable Integer val) | |
{ | ||
return isEffectivelyNull(val) ? null : val; | ||
} | ||
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/** | ||
* @return True if this partitionSpec's type is compatible with forceGuaranteedRollup=true. | ||
*/ | ||
@JsonIgnore | ||
default boolean isForceGuaranteedRollupCompatibleType() | ||
{ | ||
return !(this instanceof DynamicPartitionsSpec); | ||
} | ||
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/** | ||
* @return True if this partitionSpec's property values are compatible with forceGuaranteedRollup=true. | ||
*/ | ||
@JsonIgnore | ||
default boolean isForceGuaranteedRollupCompatible() | ||
{ | ||
return getForceGuaranteedRollupIncompatiblityReason().isEmpty(); | ||
} | ||
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/** | ||
* @return Message describing why this partitionSpec is incompatible with forceGuaranteedRollup=true. Empty string if | ||
* the partitionSpec is compatible. | ||
*/ | ||
@JsonIgnore | ||
String getForceGuaranteedRollupIncompatiblityReason(); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. note to self: there are 3 ways of saying whether something is incompatible or not. Is there a better way to do this? |
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} |
Original file line number | Diff line number | Diff line change |
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@@ -39,10 +39,12 @@ | |
*/ | ||
public class SingleDimensionPartitionsSpec implements DimensionBasedPartitionsSpec | ||
{ | ||
static final String NAME = "single_dim"; | ||
public static final String NAME = "single_dim"; | ||
static final String OLD_NAME = "dimension"; // for backward compatibility | ||
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private static final String PARITION_DIMENSION = "partitionDimension"; | ||
private static final String MAX_PARTITION_SIZE = "maxPartitionSize"; | ||
private static final String FORCE_GUARANTEED_ROLLUP_COMPATIBLE = ""; | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: unused There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It's used in my follow-up PR that adds the implementation of range partitioning. |
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private final Integer targetRowsPerSegment; | ||
private final Integer maxRowsPerSegment; | ||
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@@ -56,7 +58,7 @@ public class SingleDimensionPartitionsSpec implements DimensionBasedPartitionsSp | |
public SingleDimensionPartitionsSpec( | ||
@JsonProperty(DimensionBasedPartitionsSpec.TARGET_ROWS_PER_SEGMENT) @Nullable Integer targetRowsPerSegment, | ||
@JsonProperty(PartitionsSpec.MAX_ROWS_PER_SEGMENT) @Nullable Integer maxRowsPerSegment, | ||
@JsonProperty("partitionDimension") @Nullable String partitionDimension, | ||
@JsonProperty(PARITION_DIMENSION) @Nullable String partitionDimension, | ||
@JsonProperty("assumeGrouped") boolean assumeGrouped, // false by default | ||
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// Deprecated properties preserved for backward compatibility: | ||
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@@ -170,6 +172,12 @@ public List<String> getPartitionDimensions() | |
return partitionDimension == null ? Collections.emptyList() : Collections.singletonList(partitionDimension); | ||
} | ||
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@Override | ||
public String getForceGuaranteedRollupIncompatiblityReason() | ||
{ | ||
return NAME + " partitions unsupported"; | ||
} | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. should There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Perhaps it could be implemented in a clearer way, but currently I have the default implementation of |
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@Override | ||
public boolean needsDeterminePartitions(boolean useForHadoopTask) | ||
{ | ||
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,179 @@ | ||
/* | ||
* 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. | ||
*/ | ||
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package org.apache.druid.data.input; | ||
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import org.apache.druid.java.util.common.CloseableIterators; | ||
import org.apache.druid.java.util.common.parsers.CloseableIterator; | ||
import org.easymock.EasyMock; | ||
import org.junit.Assert; | ||
import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.experimental.runners.Enclosed; | ||
import org.junit.runner.RunWith; | ||
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import javax.annotation.Nullable; | ||
import java.util.Arrays; | ||
import java.util.Collections; | ||
import java.util.Iterator; | ||
import java.util.List; | ||
import java.util.NoSuchElementException; | ||
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@RunWith(Enclosed.class) | ||
public class HandlingInputRowIteratorTest | ||
{ | ||
public static class AbsentRowTest | ||
{ | ||
private static final CloseableIterator<InputRow> EMPTY_ITERATOR = CloseableIterators.withEmptyBaggage( | ||
new Iterator<InputRow>() | ||
{ | ||
@Override | ||
public boolean hasNext() | ||
{ | ||
return false; | ||
} | ||
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@Nullable | ||
@Override | ||
public InputRow next() | ||
{ | ||
throw new NoSuchElementException(); | ||
} | ||
} | ||
); | ||
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private HandlingInputRowIterator target; | ||
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@Before | ||
public void setup() | ||
{ | ||
target = new HandlingInputRowIterator(EMPTY_ITERATOR, Collections.emptyList()); | ||
} | ||
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@Test | ||
public void doesNotHaveNext() | ||
{ | ||
Assert.assertFalse(target.hasNext()); | ||
} | ||
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@Test(expected = NoSuchElementException.class) | ||
public void throwsExceptionWhenYieldingNext() | ||
{ | ||
target.next(); | ||
} | ||
} | ||
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public static class PresentRowTest | ||
{ | ||
private static final InputRow INPUT_ROW1 = EasyMock.mock(InputRow.class); | ||
private static final InputRow INPUT_ROW2 = EasyMock.mock(InputRow.class); | ||
private static final List<InputRow> INPUT_ROWS = Arrays.asList(INPUT_ROW1, INPUT_ROW2); | ||
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private TestInputRowHandler successfulHandler; | ||
private TestInputRowHandler unsuccessfulHandler; | ||
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@Before | ||
public void setup() | ||
{ | ||
successfulHandler = new TestInputRowHandler(true); | ||
unsuccessfulHandler = new TestInputRowHandler(false); | ||
} | ||
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@Test | ||
public void hasNext() | ||
{ | ||
HandlingInputRowIterator target = createInputRowIterator(unsuccessfulHandler, unsuccessfulHandler); | ||
Assert.assertTrue(target.hasNext()); | ||
Assert.assertFalse(unsuccessfulHandler.invoked); | ||
} | ||
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@Test | ||
public void yieldsNextIfUnhandled() | ||
{ | ||
HandlingInputRowIterator target = createInputRowIterator(unsuccessfulHandler, unsuccessfulHandler); | ||
Assert.assertEquals(INPUT_ROW1, target.next()); | ||
Assert.assertTrue(unsuccessfulHandler.invoked); | ||
} | ||
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@Test | ||
public void yieldsNullIfHandledByFirst() | ||
{ | ||
HandlingInputRowIterator target = createInputRowIterator(successfulHandler, unsuccessfulHandler); | ||
Assert.assertNull(target.next()); | ||
Assert.assertTrue(successfulHandler.invoked); | ||
Assert.assertFalse(unsuccessfulHandler.invoked); | ||
} | ||
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@Test | ||
public void yieldsNullIfHandledBySecond() | ||
{ | ||
HandlingInputRowIterator target = createInputRowIterator(unsuccessfulHandler, successfulHandler); | ||
Assert.assertNull(target.next()); | ||
Assert.assertTrue(unsuccessfulHandler.invoked); | ||
Assert.assertTrue(successfulHandler.invoked); | ||
} | ||
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private static HandlingInputRowIterator createInputRowIterator( | ||
HandlingInputRowIterator.InputRowHandler firstHandler, | ||
HandlingInputRowIterator.InputRowHandler secondHandler | ||
) | ||
{ | ||
CloseableIterator<InputRow> iterator = CloseableIterators.withEmptyBaggage( | ||
new Iterator<InputRow>() | ||
{ | ||
private final Iterator<InputRow> delegate = INPUT_ROWS.iterator(); | ||
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@Override | ||
public boolean hasNext() | ||
{ | ||
return delegate.hasNext(); | ||
} | ||
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@Nullable | ||
@Override | ||
public InputRow next() | ||
{ | ||
return delegate.next(); | ||
} | ||
} | ||
); | ||
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return new HandlingInputRowIterator(iterator, Arrays.asList(firstHandler, secondHandler)); | ||
} | ||
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private static class TestInputRowHandler implements HandlingInputRowIterator.InputRowHandler | ||
{ | ||
boolean invoked = false; | ||
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private final boolean successful; | ||
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TestInputRowHandler(boolean successful) | ||
{ | ||
this.successful = successful; | ||
} | ||
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@Override | ||
public boolean handle(InputRow inputRow) | ||
{ | ||
invoked = true; | ||
return successful; | ||
} | ||
} | ||
} | ||
} |
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This loop will invoke virtual calls per inputRow, which could be slow with large input. I don't think this will lead to any performance degradation for now because segment merge is the most prominent bottleneck. However, I would recommend adding some notes as here.
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I'll add comments warning about the overhead and potential future work.