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This commit, built on top of #51708, allows to modify shard search requests based on informations collected on other shards. It is intended to speed up sorted queries on time-based indices. For queries that are only interested in the top documents. This change will rewrite the shard queries to match none if the bottom sort value computed in prior shards is better than all values in the shard. For queries that mix top documents and aggregations this change will reset the size of the top documents to 0 instead of rewriting to match none. This means that we don't need to keep a search context open for this shard since we know in advance that it doesn't contain any competitive hit.
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130 changes: 130 additions & 0 deletions
130
rest-api-spec/src/main/resources/rest-api-spec/test/search/330_distributed_sort.yml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,130 @@ | ||
| setup: | ||
| - do: | ||
| indices.create: | ||
| index: index_1 | ||
| body: | ||
| settings: | ||
| number_of_shards: 1 | ||
| mappings: | ||
| properties: | ||
| created_at: | ||
| type: date | ||
| format: "strict_date" | ||
| - do: | ||
| indices.create: | ||
| index: index_2 | ||
| body: | ||
| settings: | ||
| number_of_shards: 1 | ||
| mappings: | ||
| properties: | ||
| created_at: | ||
| type: date | ||
| format: "strict_date" | ||
|
|
||
| - do: | ||
| indices.create: | ||
| index: index_3 | ||
| body: | ||
| settings: | ||
| number_of_shards: 1 | ||
| mappings: | ||
| properties: | ||
| created_at: | ||
| type: date | ||
| format: "strict_date" | ||
|
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|
|
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| --- | ||
| "test distributed sort can rewrite query to match no docs": | ||
|
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| - skip: | ||
| version: " - 7.6.99" | ||
| reason: "distributed sort optimization was added in 7.7.0" | ||
| - do: | ||
| index: | ||
| index: index_1 | ||
| id: 1 | ||
| body: { "created_at": "2016-01-01"} | ||
| - do: | ||
| index: | ||
| index: index_2 | ||
| id: 2 | ||
| body: { "created_at": "2017-01-01" } | ||
|
|
||
| - do: | ||
| index: | ||
| index: index_3 | ||
| id: 3 | ||
| body: { "created_at": "2018-01-01" } | ||
| - do: | ||
| indices.refresh: {} | ||
|
|
||
| # check that empty responses are correctly handled when rewriting to match_no_docs | ||
| - do: | ||
| search: | ||
| # ensure that one shard can return empty response | ||
| max_concurrent_shard_requests: 1 | ||
| body: { "size" : 0, "query" : { "range" : { "created_at" : { "gte" : "2016-02-01", "lt": "2018-02-01"}}}, "aggs" : { "idx_terms" : { "terms" : { "field" : "_index" } } } } | ||
|
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| - match: { _shards.total: 3 } | ||
| - match: { _shards.successful: 3 } | ||
| - match: { _shards.skipped : 0 } | ||
| - match: { _shards.failed: 0 } | ||
| - match: { hits.total.value: 2 } | ||
| - length: { aggregations.idx_terms.buckets: 2 } | ||
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| - do: | ||
| search: | ||
| # ensure that one shard can return empty response | ||
| max_concurrent_shard_requests: 2 | ||
| body: { "size" : 0, "query" : { "range" : { "created_at" : { "gte" : "2019-02-01"}}}, "aggs" : { "idx_terms" : { "terms" : { "field" : "_index" } } } } | ||
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| - match: { _shards.total: 3 } | ||
| - match: { _shards.successful: 3 } | ||
| - match: { _shards.skipped : 0 } | ||
| - match: { _shards.failed: 0 } | ||
| - match: { hits.total.value: 0 } | ||
| - length: { aggregations.idx_terms.buckets: 0 } | ||
|
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| # check field sort is correct when skipping query phase | ||
| - do: | ||
| search: | ||
| # ensure that one shard can return empty response | ||
| max_concurrent_shard_requests: 1 | ||
| pre_filter_shard_size: 1 | ||
| body: | ||
| "size": 1 | ||
| "track_total_hits": 1 | ||
| "sort": [{ "created_at": { "order": "desc" } }] | ||
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| - match: { _shards.total: 3 } | ||
| - match: { _shards.successful: 3 } | ||
| - match: { _shards.skipped: 0 } | ||
| - match: { _shards.failed: 0 } | ||
| - match: { hits.total.value: 1 } | ||
| - match: { hits.total.relation: "gte" } | ||
| - length: { hits.hits: 1 } | ||
| - match: { hits.hits.0._id: "3" } | ||
|
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||
| # same with aggs | ||
| - do: | ||
| search: | ||
| # ensure that one shard can return empty response | ||
| max_concurrent_shard_requests: 1 | ||
| pre_filter_shard_size: 1 | ||
| body: | ||
| "size": 1 | ||
| "track_total_hits": 1 | ||
| "sort": [{ "created_at": { "order": "desc" } }] | ||
| "aggs" : { "idx_terms" : { "terms" : { "field" : "_index" } } } | ||
|
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| - match: { _shards.total: 3 } | ||
| - match: { _shards.successful: 3 } | ||
| - match: { _shards.skipped: 0 } | ||
| - match: { _shards.failed: 0 } | ||
| - match: { hits.total.value: 1 } | ||
| - match: { hits.total.relation: "gte" } | ||
| - length: { hits.hits: 1 } | ||
| - match: {hits.hits.0._id: "3" } | ||
| - length: { aggregations.idx_terms.buckets: 3 } |
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111 changes: 111 additions & 0 deletions
111
server/src/main/java/org/elasticsearch/action/search/BottomSortValuesCollector.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,111 @@ | ||
| /* | ||
| * Licensed to Elasticsearch under one or more contributor | ||
| * license agreements. See the NOTICE file distributed with | ||
| * this work for additional information regarding copyright | ||
| * ownership. Elasticsearch 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.elasticsearch.action.search; | ||
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| import org.apache.lucene.search.FieldComparator; | ||
| import org.apache.lucene.search.FieldDoc; | ||
| import org.apache.lucene.search.SortField; | ||
| import org.apache.lucene.search.TopFieldDocs; | ||
| import org.elasticsearch.search.DocValueFormat; | ||
| import org.elasticsearch.search.SearchSortValuesAndFormats; | ||
|
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| /** | ||
| * Utility class to keep track of the bottom doc's sort values in a distributed search. | ||
| */ | ||
| class BottomSortValuesCollector { | ||
| private final int topNSize; | ||
| private final SortField[] sortFields; | ||
| private final FieldComparator[] comparators; | ||
| private final int[] reverseMuls; | ||
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| private volatile long totalHits; | ||
| private volatile SearchSortValuesAndFormats bottomSortValues; | ||
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| BottomSortValuesCollector(int topNSize, SortField[] sortFields) { | ||
| this.topNSize = topNSize; | ||
| this.comparators = new FieldComparator[sortFields.length]; | ||
| this.reverseMuls = new int[sortFields.length]; | ||
| this.sortFields = sortFields; | ||
| for (int i = 0; i < sortFields.length; i++) { | ||
| comparators[i] = sortFields[i].getComparator(1, i); | ||
| reverseMuls[i] = sortFields[i].getReverse() ? -1 : 1; | ||
| } | ||
| } | ||
|
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| long getTotalHits() { | ||
| return totalHits; | ||
| } | ||
|
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| /** | ||
| * @return The best bottom sort values consumed so far. | ||
| */ | ||
| SearchSortValuesAndFormats getBottomSortValues() { | ||
| return bottomSortValues; | ||
| } | ||
|
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| synchronized void consumeTopDocs(TopFieldDocs topDocs, DocValueFormat[] sortValuesFormat) { | ||
| totalHits += topDocs.totalHits.value; | ||
| if (validateShardSortFields(topDocs.fields) == false) { | ||
| return; | ||
| } | ||
|
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| FieldDoc shardBottomDoc = extractBottom(topDocs); | ||
| if (shardBottomDoc == null) { | ||
| return; | ||
| } | ||
| if (bottomSortValues == null | ||
| || compareValues(shardBottomDoc.fields, bottomSortValues.getRawSortValues()) < 0) { | ||
| bottomSortValues = new SearchSortValuesAndFormats(shardBottomDoc.fields, sortValuesFormat); | ||
| } | ||
| } | ||
|
|
||
| /** | ||
| * @return <code>false</code> if the provided {@link SortField} array differs | ||
| * from the initial {@link BottomSortValuesCollector#sortFields}. | ||
| */ | ||
| private boolean validateShardSortFields(SortField[] shardSortFields) { | ||
| for (int i = 0; i < shardSortFields.length; i++) { | ||
| if (shardSortFields[i].equals(sortFields[i]) == false) { | ||
| // ignore shards response that would make the sort incompatible | ||
| // (e.g.: mixing keyword/numeric or long/double). | ||
| // TODO: we should fail the entire request because the topdocs | ||
| // merge will likely fail later but this is not possible with | ||
| // the current async logic that only allows shard failures here. | ||
| return false; | ||
| } | ||
| } | ||
| return true; | ||
| } | ||
|
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| private FieldDoc extractBottom(TopFieldDocs topDocs) { | ||
| return topNSize > 0 && topDocs.scoreDocs.length == topNSize ? | ||
| (FieldDoc) topDocs.scoreDocs[topNSize-1] : null; | ||
| } | ||
|
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| private int compareValues(Object[] v1, Object[] v2) { | ||
| for (int i = 0; i < v1.length; i++) { | ||
| int cmp = reverseMuls[i] * comparators[i].compareValues(v1[i], v2[i]); | ||
| if (cmp != 0) { | ||
| return cmp; | ||
| } | ||
| } | ||
| return 0; | ||
| } | ||
| } |
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