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| 1 | +/* |
| 2 | + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one |
| 3 | + * or more contributor license agreements. Licensed under the Elastic License |
| 4 | + * 2.0; you may not use this file except in compliance with the Elastic License |
| 5 | + * 2.0. |
| 6 | + */ |
| 7 | + |
| 8 | +package org.elasticsearch.plugin.gpu; |
| 9 | + |
| 10 | +import org.elasticsearch.common.settings.Settings; |
| 11 | +import org.elasticsearch.plugins.Plugin; |
| 12 | +import org.elasticsearch.test.ESIntegTestCase; |
| 13 | +import org.elasticsearch.xpack.gpu.GPUPlugin; |
| 14 | + |
| 15 | +import java.util.Collection; |
| 16 | +import java.util.List; |
| 17 | + |
| 18 | +import static org.elasticsearch.test.hamcrest.ElasticsearchAssertions.assertAcked; |
| 19 | + |
| 20 | +public class GPUIndexIT extends ESIntegTestCase { |
| 21 | + |
| 22 | + @Override |
| 23 | + protected Collection<Class<? extends Plugin>> nodePlugins() { |
| 24 | + return List.of(GPUPlugin.class); |
| 25 | + } |
| 26 | + |
| 27 | + public void testBasic() { |
| 28 | + var settings = Settings.builder().put(indexSettings()); |
| 29 | + settings.put("index.number_of_shards", 1); |
| 30 | + settings.put("index.vectors.indexing.use_gpu", "true"); |
| 31 | + assertAcked(prepareCreate("foo-index").setSettings(settings.build()).setMapping(""" |
| 32 | + "properties": { |
| 33 | + "my_vector": { |
| 34 | + "type": "dense_vector", |
| 35 | + "dims": 5, |
| 36 | + "similarity": "l2_norm", |
| 37 | + "index_options": { |
| 38 | + "type": "hnsw" |
| 39 | + } |
| 40 | + } |
| 41 | + } |
| 42 | + """)); |
| 43 | + ensureGreen(); |
| 44 | + |
| 45 | + prepareIndex("foo-index").setId("1").setSource("my_vector", new float[] { 230.0f, 300.33f, -34.8988f, 15.555f, -200.0f }).get(); |
| 46 | + |
| 47 | + // TODO: add more docs... |
| 48 | + |
| 49 | + ensureGreen(); |
| 50 | + refresh(); |
| 51 | + |
| 52 | + // TODO: do some basic search |
| 53 | + // var knn = new KnnSearchBuilder("nested.vector", new float[] { -0.5f, 90.0f, -10f, 14.8f, -156.0f }, 2, 3, null, null); |
| 54 | + // var request = prepareSearch("test").addFetchField("name").setKnnSearch(List.of(knn)); |
| 55 | + // assertNoFailuresAndResponse(request, response -> { |
| 56 | + // assertHitCount(response, 2); |
| 57 | + // assertEquals("2", response.getHits().getHits()[0].getId()); |
| 58 | + // assertEquals("cat", response.getHits().getHits()[0].field("name").getValue()); |
| 59 | + // assertEquals("3", response.getHits().getHits()[1].getId()); |
| 60 | + // assertEquals("rat", response.getHits().getHits()[1].field("name").getValue()); |
| 61 | + // }); |
| 62 | + // } |
| 63 | + } |
| 64 | +} |
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