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Fixed LeafReaders casting errors to SegmentReaders when segment repli…
…cation is enabled during search Signed-off-by: Navneet Verma <[email protected]>
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94 changes: 94 additions & 0 deletions
94
src/test/java/org/opensearch/knn/index/SegmentReplicationIT.java
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|---|---|---|
| @@ -0,0 +1,94 @@ | ||
| /* | ||
| * 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. | ||
| * | ||
| * Modifications Copyright OpenSearch Contributors. See | ||
| * GitHub history for details. | ||
| */ | ||
|
|
||
| package org.opensearch.knn.index; | ||
|
|
||
| import lombok.SneakyThrows; | ||
| import lombok.extern.log4j.Log4j2; | ||
| import org.apache.hc.core5.http.io.entity.EntityUtils; | ||
| import org.junit.Assert; | ||
| import org.opensearch.client.Response; | ||
| import org.opensearch.common.xcontent.XContentFactory; | ||
| import org.opensearch.core.xcontent.XContentBuilder; | ||
| import org.opensearch.knn.KNNRestTestCase; | ||
| import org.opensearch.knn.KNNResult; | ||
|
|
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| import java.util.List; | ||
|
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| /** | ||
| * This IT class contains will contain special cases of IT for segment replication behavior. | ||
| * All the index created in this test will have replication type SEGMENT, number of replicas: 1 and should be run on | ||
| * at-least 2 node configuration. | ||
| */ | ||
| @Log4j2 | ||
| public class SegmentReplicationIT extends KNNRestTestCase { | ||
| private static final String INDEX_NAME = "segment-replicated-knn-index"; | ||
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|
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| @SneakyThrows | ||
| public void testSearchOnReplicas_whenIndexHasDeletedDocs_thenSuccess() { | ||
| if (ensureMinDataNodesCountForSegmentReplication() == false) { | ||
| return; | ||
| } | ||
| createKnnIndex(INDEX_NAME, getKNNSegmentReplicatedIndexSettings(), createKNNIndexMethodFieldMapping(FIELD_NAME, 2)); | ||
|
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| Float[] vector = { 1.3f, 2.2f }; | ||
| int docsInIndex = 10; | ||
|
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| for (int i = 0; i < docsInIndex; i++) { | ||
| addKnnDoc(INDEX_NAME, Integer.toString(i), FIELD_NAME, vector); | ||
| } | ||
| refreshIndex(INDEX_NAME); | ||
| int deleteDocs = 5; | ||
| for (int i = 0; i < deleteDocs; i++) { | ||
| deleteKnnDoc(INDEX_NAME, Integer.toString(i)); | ||
| } | ||
| refreshIndex(INDEX_NAME); | ||
| // sleep for 5sec to ensure data is replicated. I don't have a better way here to know if segments has been | ||
| // replicated. | ||
| Thread.sleep(5000); | ||
| // validate warmup is successful or not. | ||
| doKnnWarmup(List.of(INDEX_NAME)); | ||
|
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| XContentBuilder queryBuilder = XContentFactory.jsonBuilder().startObject().startObject("query"); | ||
| queryBuilder.startObject("knn"); | ||
| queryBuilder.startObject(FIELD_NAME); | ||
| queryBuilder.field("vector", vector); | ||
| queryBuilder.field("k", docsInIndex); | ||
| queryBuilder.endObject().endObject().endObject().endObject(); | ||
| // validate replicas are working | ||
| Response searchResponse = performSearch(INDEX_NAME, queryBuilder.toString(), "preference=_replica"); | ||
| String responseBody = EntityUtils.toString(searchResponse.getEntity()); | ||
| List<KNNResult> knnResults = parseSearchResponse(responseBody, FIELD_NAME); | ||
| assertEquals(docsInIndex - deleteDocs, knnResults.size()); | ||
|
|
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| // validate primaries are working | ||
| searchResponse = performSearch(INDEX_NAME, queryBuilder.toString(), "preference=_primary"); | ||
| responseBody = EntityUtils.toString(searchResponse.getEntity()); | ||
| knnResults = parseSearchResponse(responseBody, FIELD_NAME); | ||
| assertEquals(docsInIndex - deleteDocs, knnResults.size()); | ||
| } | ||
|
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| private boolean ensureMinDataNodesCountForSegmentReplication() { | ||
| int dataNodeCount = getDataNodeCount(); | ||
| if (dataNodeCount <= 1) { | ||
| log.warn( | ||
| "Not running segment replication tests named: " | ||
| + "testSearchOnReplicas_whenIndexHasDeletedDocs_thenSuccess, as data nodes count is not atleast 2. " | ||
| + "Actual datanode count : {}", | ||
| dataNodeCount | ||
| ); | ||
| Assert.assertTrue(true); | ||
| // making the test successful because we don't want to break already running tests. | ||
| return false; | ||
| } | ||
| return true; | ||
| } | ||
| } |
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