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Refactor the filter rewrite optimization (#14464)
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* Refactor

Split the single Helper classes and move the classes into a new package for any optimization we introduced for search path.
Rename the class name to make it more straightforward and general

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

refactor the canOptimize logic
sort out the basic rule about how to provide data from aggregator, and where to put common logic

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

refactor the data provider and try optimize logic

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

extract segment match all logic

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

Signed-off-by: bowenlan-amzn <[email protected]>

* Refactor

inline class

Signed-off-by: bowenlan-amzn <[email protected]>

* Fix a bug

Signed-off-by: bowenlan-amzn <[email protected]>

* address comment

Signed-off-by: bowenlan-amzn <[email protected]>

* prepareFromSegment now doesn't return Ranges

Signed-off-by: bowenlan-amzn <[email protected]>

* how it looks like when introduce interfaces

Signed-off-by: bowenlan-amzn <[email protected]>

* remove interface, clean up

Signed-off-by: bowenlan-amzn <[email protected]>

* improve doc

Signed-off-by: bowenlan-amzn <[email protected]>

* move multirangetraversal logic to helper

Signed-off-by: bowenlan-amzn <[email protected]>

* improve the refactor

package name -> filterrewrite
move tree traversal logic to new class
add documentation for important abstract methods
add sub class for composite aggregation bridge

Signed-off-by: bowenlan-amzn <[email protected]>

* Address Marc's comments

Signed-off-by: bowenlan-amzn <[email protected]>

* Address concurrent segment search concern

To save the ranges per segment, now change to a map that save ranges for segments separately.

The increment document function "incrementBucketDocCount" should already be thread safe, as it's the same method used by normal aggregation execution path

Signed-off-by: bowenlan-amzn <[email protected]>

* remove circular dependency

Signed-off-by: bowenlan-amzn <[email protected]>

* Address comment

- remove map of segment ranges, pass in by calling getRanges when needed
- use AtomicInteger for the debug info

Signed-off-by: bowenlan-amzn <[email protected]>

---------

Signed-off-by: bowenlan-amzn <[email protected]>
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bowenlan-amzn authored Aug 9, 2024
1 parent 978d14e commit 170ea27
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Original file line number Diff line number Diff line change
Expand Up @@ -73,8 +73,8 @@
import org.opensearch.search.aggregations.MultiBucketCollector;
import org.opensearch.search.aggregations.MultiBucketConsumerService;
import org.opensearch.search.aggregations.bucket.BucketsAggregator;
import org.opensearch.search.aggregations.bucket.FastFilterRewriteHelper;
import org.opensearch.search.aggregations.bucket.FastFilterRewriteHelper.AbstractDateHistogramAggregationType;
import org.opensearch.search.aggregations.bucket.filterrewrite.CompositeAggregatorBridge;
import org.opensearch.search.aggregations.bucket.filterrewrite.FilterRewriteOptimizationContext;
import org.opensearch.search.aggregations.bucket.missing.MissingOrder;
import org.opensearch.search.aggregations.bucket.terms.LongKeyedBucketOrds;
import org.opensearch.search.internal.SearchContext;
Expand All @@ -89,13 +89,15 @@
import java.util.List;
import java.util.Map;
import java.util.function.BiConsumer;
import java.util.function.Function;
import java.util.function.LongUnaryOperator;
import java.util.stream.Collectors;

import static org.opensearch.search.aggregations.MultiBucketConsumerService.MAX_BUCKET_SETTING;
import static org.opensearch.search.aggregations.bucket.filterrewrite.DateHistogramAggregatorBridge.segmentMatchAll;

/**
* Main aggregator that aggregates docs from mulitple aggregations
* Main aggregator that aggregates docs from multiple aggregations
*
* @opensearch.internal
*/
Expand All @@ -118,9 +120,8 @@ public final class CompositeAggregator extends BucketsAggregator {

private boolean earlyTerminated;

private final FastFilterRewriteHelper.FastFilterContext fastFilterContext;
private LongKeyedBucketOrds bucketOrds = null;
private Rounding.Prepared preparedRounding = null;
private final FilterRewriteOptimizationContext filterRewriteOptimizationContext;
private LongKeyedBucketOrds bucketOrds;

CompositeAggregator(
String name,
Expand Down Expand Up @@ -166,57 +167,62 @@ public final class CompositeAggregator extends BucketsAggregator {
this.queue = new CompositeValuesCollectorQueue(context.bigArrays(), sources, size, rawAfterKey);
this.rawAfterKey = rawAfterKey;

fastFilterContext = new FastFilterRewriteHelper.FastFilterContext(context);
if (!FastFilterRewriteHelper.isCompositeAggRewriteable(sourceConfigs)) {
return;
}
fastFilterContext.setAggregationType(new CompositeAggregationType());
if (fastFilterContext.isRewriteable(parent, subAggregators.length)) {
// bucketOrds is used for saving date histogram results
bucketOrds = LongKeyedBucketOrds.build(context.bigArrays(), CardinalityUpperBound.ONE);
preparedRounding = ((CompositeAggregationType) fastFilterContext.getAggregationType()).getRoundingPrepared();
fastFilterContext.buildRanges(sourceConfigs[0].fieldType());
}
}
CompositeAggregatorBridge bridge = new CompositeAggregatorBridge() {
private RoundingValuesSource valuesSource;
private long afterKey = -1L;

/**
* Currently the filter rewrite is only supported for date histograms
*/
public class CompositeAggregationType extends AbstractDateHistogramAggregationType {
private final RoundingValuesSource valuesSource;
private long afterKey = -1L;

public CompositeAggregationType() {
super(sourceConfigs[0].fieldType(), sourceConfigs[0].missingBucket(), sourceConfigs[0].hasScript());
this.valuesSource = (RoundingValuesSource) sourceConfigs[0].valuesSource();
if (rawAfterKey != null) {
assert rawAfterKey.size() == 1 && formats.size() == 1;
this.afterKey = formats.get(0).parseLong(rawAfterKey.get(0).toString(), false, () -> {
throw new IllegalArgumentException("now() is not supported in [after] key");
});
@Override
protected boolean canOptimize() {
if (canOptimize(sourceConfigs)) {
this.valuesSource = (RoundingValuesSource) sourceConfigs[0].valuesSource();
if (rawAfterKey != null) {
assert rawAfterKey.size() == 1 && formats.size() == 1;
this.afterKey = formats.get(0).parseLong(rawAfterKey.get(0).toString(), false, () -> {
throw new IllegalArgumentException("now() is not supported in [after] key");
});
}

// bucketOrds is used for saving the date histogram results got from the optimization path
bucketOrds = LongKeyedBucketOrds.build(context.bigArrays(), CardinalityUpperBound.ONE);
return true;
}
return false;
}
}

public Rounding getRounding(final long low, final long high) {
return valuesSource.getRounding();
}
@Override
protected void prepare() throws IOException {
buildRanges(context);
}

public Rounding.Prepared getRoundingPrepared() {
return valuesSource.getPreparedRounding();
}
protected Rounding getRounding(final long low, final long high) {
return valuesSource.getRounding();
}

@Override
protected void processAfterKey(long[] bound, long interval) {
// afterKey is the last bucket key in previous response, and the bucket key
// is the minimum of all values in the bucket, so need to add the interval
if (afterKey != -1L) {
bound[0] = afterKey + interval;
protected Rounding.Prepared getRoundingPrepared() {
return valuesSource.getPreparedRounding();
}
}

public int getSize() {
return size;
}
@Override
protected long[] processAfterKey(long[] bounds, long interval) {
// afterKey is the last bucket key in previous response, and the bucket key
// is the minimum of all values in the bucket, so need to add the interval
if (afterKey != -1L) {
bounds[0] = afterKey + interval;
}
return bounds;
}

@Override
protected int getSize() {
return size;
}

@Override
protected Function<Long, Long> bucketOrdProducer() {
return (key) -> bucketOrds.add(0, getRoundingPrepared().round((long) key));
}
};
filterRewriteOptimizationContext = new FilterRewriteOptimizationContext(bridge, parent, subAggregators.length, context);
}

@Override
Expand Down Expand Up @@ -368,7 +374,7 @@ private boolean isMaybeMultivalued(LeafReaderContext context, SortField sortFiel
return v2 != null && DocValues.unwrapSingleton(v2) == null;

default:
// we have no clue whether the field is multi-valued or not so we assume it is.
// we have no clue whether the field is multivalued or not so we assume it is.
return true;
}
}
Expand Down Expand Up @@ -551,11 +557,7 @@ private void processLeafFromQuery(LeafReaderContext ctx, Sort indexSortPrefix) t

@Override
protected LeafBucketCollector getLeafCollector(LeafReaderContext ctx, LeafBucketCollector sub) throws IOException {
boolean optimized = fastFilterContext.tryFastFilterAggregation(
ctx,
this::incrementBucketDocCount,
(key) -> bucketOrds.add(0, preparedRounding.round((long) key))
);
boolean optimized = filterRewriteOptimizationContext.tryOptimize(ctx, this::incrementBucketDocCount, segmentMatchAll(context, ctx));
if (optimized) throw new CollectionTerminatedException();

finishLeaf();
Expand Down Expand Up @@ -709,11 +711,6 @@ private static class Entry {

@Override
public void collectDebugInfo(BiConsumer<String, Object> add) {
if (fastFilterContext.optimizedSegments > 0) {
add.accept("optimized_segments", fastFilterContext.optimizedSegments);
add.accept("unoptimized_segments", fastFilterContext.segments - fastFilterContext.optimizedSegments);
add.accept("leaf_visited", fastFilterContext.leaf);
add.accept("inner_visited", fastFilterContext.inner);
}
filterRewriteOptimizationContext.populateDebugInfo(add);
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,84 @@
/*
* SPDX-License-Identifier: Apache-2.0
*
* The OpenSearch Contributors require contributions made to
* this file be licensed under the Apache-2.0 license or a
* compatible open source license.
*/

package org.opensearch.search.aggregations.bucket.filterrewrite;

import org.apache.lucene.index.LeafReaderContext;
import org.apache.lucene.index.PointValues;
import org.opensearch.index.mapper.MappedFieldType;

import java.io.IOException;
import java.util.function.BiConsumer;
import java.util.function.Consumer;

/**
* This interface provides a bridge between an aggregator and the optimization context, allowing
* the aggregator to provide data and optimize the aggregation process.
*
* <p>The main purpose of this interface is to encapsulate the aggregator-specific optimization
* logic and provide access to the data in Aggregator that is required for optimization, while keeping the optimization
* business logic separate from the aggregator implementation.
*
* <p>To use this interface to optimize an aggregator, you should subclass this interface in this package
* and put any specific optimization business logic in it. Then implement this subclass in the aggregator
* to provide data that is needed for doing the optimization
*
* @opensearch.internal
*/
public abstract class AggregatorBridge {

/**
* The field type associated with this aggregator bridge.
*/
MappedFieldType fieldType;

Consumer<Ranges> setRanges;

void setRangesConsumer(Consumer<Ranges> setRanges) {
this.setRanges = setRanges;
}

/**
* Checks whether the aggregator can be optimized.
* <p>
* This method is supposed to be implemented in a specific aggregator to take in fields from there
*
* @return {@code true} if the aggregator can be optimized, {@code false} otherwise.
* The result will be saved in the optimization context.
*/
protected abstract boolean canOptimize();

/**
* Prepares the optimization at shard level after checking aggregator is optimizable.
* <p>
* For example, figure out what are the ranges from the aggregation to do the optimization later
* <p>
* This method is supposed to be implemented in a specific aggregator to take in fields from there
*/
protected abstract void prepare() throws IOException;

/**
* Prepares the optimization for a specific segment when the segment is functionally matching all docs
*
* @param leaf the leaf reader context for the segment
*/
abstract Ranges tryBuildRangesFromSegment(LeafReaderContext leaf) throws IOException;

/**
* Attempts to build aggregation results for a segment
*
* @param values the point values (index structure for numeric values) for a segment
* @param incrementDocCount a consumer to increment the document count for a range bucket. The First parameter is document count, the second is the key of the bucket
* @param ranges
*/
abstract FilterRewriteOptimizationContext.DebugInfo tryOptimize(
PointValues values,
BiConsumer<Long, Long> incrementDocCount,
Ranges ranges
) throws IOException;
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
/*
* SPDX-License-Identifier: Apache-2.0
*
* The OpenSearch Contributors require contributions made to
* this file be licensed under the Apache-2.0 license or a
* compatible open source license.
*/

package org.opensearch.search.aggregations.bucket.filterrewrite;

import org.opensearch.index.mapper.DateFieldMapper;
import org.opensearch.index.mapper.MappedFieldType;
import org.opensearch.search.aggregations.bucket.composite.CompositeValuesSourceConfig;
import org.opensearch.search.aggregations.bucket.composite.RoundingValuesSource;

/**
* For composite aggregation to do optimization when it only has a single date histogram source
*/
public abstract class CompositeAggregatorBridge extends DateHistogramAggregatorBridge {
protected boolean canOptimize(CompositeValuesSourceConfig[] sourceConfigs) {
if (sourceConfigs.length != 1 || !(sourceConfigs[0].valuesSource() instanceof RoundingValuesSource)) return false;
return canOptimize(sourceConfigs[0].missingBucket(), sourceConfigs[0].hasScript(), sourceConfigs[0].fieldType());
}

private boolean canOptimize(boolean missing, boolean hasScript, MappedFieldType fieldType) {
if (!missing && !hasScript) {
if (fieldType instanceof DateFieldMapper.DateFieldType) {
if (fieldType.isSearchable()) {
this.fieldType = fieldType;
return true;
}
}
}
return false;
}
}
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