|
| 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.xpack.inference.services.elastic.densetextembeddings; |
| 9 | + |
| 10 | +import org.elasticsearch.common.Strings; |
| 11 | +import org.elasticsearch.common.io.stream.Writeable; |
| 12 | +import org.elasticsearch.inference.SimilarityMeasure; |
| 13 | +import org.elasticsearch.test.AbstractWireSerializingTestCase; |
| 14 | +import org.elasticsearch.xcontent.XContentBuilder; |
| 15 | +import org.elasticsearch.xcontent.XContentFactory; |
| 16 | +import org.elasticsearch.xcontent.XContentType; |
| 17 | +import org.elasticsearch.xpack.inference.services.ConfigurationParseContext; |
| 18 | +import org.elasticsearch.xpack.inference.services.ServiceFields; |
| 19 | +import org.elasticsearch.xpack.inference.services.settings.RateLimitSettings; |
| 20 | + |
| 21 | +import java.io.IOException; |
| 22 | +import java.util.HashMap; |
| 23 | +import java.util.Map; |
| 24 | + |
| 25 | +import static org.hamcrest.Matchers.is; |
| 26 | + |
| 27 | +public class ElasticInferenceServiceDenseTextEmbeddingsServiceSettingsTests extends AbstractWireSerializingTestCase< |
| 28 | + ElasticInferenceServiceDenseTextEmbeddingsServiceSettings> { |
| 29 | + |
| 30 | + @Override |
| 31 | + protected Writeable.Reader<ElasticInferenceServiceDenseTextEmbeddingsServiceSettings> instanceReader() { |
| 32 | + return ElasticInferenceServiceDenseTextEmbeddingsServiceSettings::new; |
| 33 | + } |
| 34 | + |
| 35 | + @Override |
| 36 | + protected ElasticInferenceServiceDenseTextEmbeddingsServiceSettings createTestInstance() { |
| 37 | + return createRandom(); |
| 38 | + } |
| 39 | + |
| 40 | + @Override |
| 41 | + protected ElasticInferenceServiceDenseTextEmbeddingsServiceSettings mutateInstance( |
| 42 | + ElasticInferenceServiceDenseTextEmbeddingsServiceSettings instance |
| 43 | + ) throws IOException { |
| 44 | + return randomValueOtherThan(instance, ElasticInferenceServiceDenseTextEmbeddingsServiceSettingsTests::createRandom); |
| 45 | + } |
| 46 | + |
| 47 | + public void testFromMap_Request_WithAllSettings() { |
| 48 | + var modelId = "my-dense-model-id"; |
| 49 | + var similarity = SimilarityMeasure.COSINE; |
| 50 | + var dimensions = 384; |
| 51 | + var maxInputTokens = 512; |
| 52 | + |
| 53 | + var serviceSettings = ElasticInferenceServiceDenseTextEmbeddingsServiceSettings.fromMap( |
| 54 | + new HashMap<>( |
| 55 | + Map.of( |
| 56 | + ServiceFields.MODEL_ID, |
| 57 | + modelId, |
| 58 | + ServiceFields.SIMILARITY, |
| 59 | + similarity.toString(), |
| 60 | + ServiceFields.DIMENSIONS, |
| 61 | + dimensions, |
| 62 | + ServiceFields.MAX_INPUT_TOKENS, |
| 63 | + maxInputTokens |
| 64 | + ) |
| 65 | + ), |
| 66 | + ConfigurationParseContext.REQUEST |
| 67 | + ); |
| 68 | + |
| 69 | + assertThat(serviceSettings.modelId(), is(modelId)); |
| 70 | + assertThat(serviceSettings.similarity(), is(similarity)); |
| 71 | + assertThat(serviceSettings.dimensions(), is(dimensions)); |
| 72 | + assertThat(serviceSettings.maxInputTokens(), is(maxInputTokens)); |
| 73 | + assertThat(serviceSettings.dimensionsSetByUser(), is(true)); // dimensions were provided |
| 74 | + } |
| 75 | + |
| 76 | + public void testFromMap_Persistent_WithDimensionsSetByUser() { |
| 77 | + var modelId = "my-dense-model-id"; |
| 78 | + var similarity = SimilarityMeasure.DOT_PRODUCT; |
| 79 | + var dimensions = 768; |
| 80 | + var dimensionsSetByUser = true; |
| 81 | + |
| 82 | + var serviceSettings = ElasticInferenceServiceDenseTextEmbeddingsServiceSettings.fromMap( |
| 83 | + new HashMap<>( |
| 84 | + Map.of( |
| 85 | + ServiceFields.MODEL_ID, |
| 86 | + modelId, |
| 87 | + ServiceFields.SIMILARITY, |
| 88 | + similarity.toString(), |
| 89 | + ServiceFields.DIMENSIONS, |
| 90 | + dimensions, |
| 91 | + ElasticInferenceServiceDenseTextEmbeddingsServiceSettings.DIMENSIONS_SET_BY_USER, |
| 92 | + dimensionsSetByUser |
| 93 | + ) |
| 94 | + ), |
| 95 | + ConfigurationParseContext.PERSISTENT |
| 96 | + ); |
| 97 | + |
| 98 | + assertThat(serviceSettings.modelId(), is(modelId)); |
| 99 | + assertThat(serviceSettings.similarity(), is(similarity)); |
| 100 | + assertThat(serviceSettings.dimensions(), is(dimensions)); |
| 101 | + assertThat(serviceSettings.dimensionsSetByUser(), is(dimensionsSetByUser)); |
| 102 | + } |
| 103 | + |
| 104 | + public void testFromMap_Persistent_WithoutDimensionsSetByUser_DefaultsToFalse() { |
| 105 | + var modelId = "my-dense-model-id"; |
| 106 | + |
| 107 | + var serviceSettings = ElasticInferenceServiceDenseTextEmbeddingsServiceSettings.fromMap( |
| 108 | + new HashMap<>(Map.of(ServiceFields.MODEL_ID, modelId)), |
| 109 | + ConfigurationParseContext.PERSISTENT |
| 110 | + ); |
| 111 | + |
| 112 | + assertThat(serviceSettings.dimensionsSetByUser(), is(false)); |
| 113 | + } |
| 114 | + |
| 115 | + public void testToXContent_WritesAllFields() throws IOException { |
| 116 | + var modelId = "my-dense-model"; |
| 117 | + var similarity = SimilarityMeasure.DOT_PRODUCT; |
| 118 | + var dimensions = 1024; |
| 119 | + var maxInputTokens = 256; |
| 120 | + var dimensionsSetByUser = true; |
| 121 | + var rateLimitSettings = new RateLimitSettings(5000); |
| 122 | + |
| 123 | + var serviceSettings = new ElasticInferenceServiceDenseTextEmbeddingsServiceSettings( |
| 124 | + modelId, |
| 125 | + similarity, |
| 126 | + dimensions, |
| 127 | + maxInputTokens, |
| 128 | + dimensionsSetByUser, |
| 129 | + rateLimitSettings |
| 130 | + ); |
| 131 | + |
| 132 | + XContentBuilder builder = XContentFactory.contentBuilder(XContentType.JSON); |
| 133 | + serviceSettings.toXContent(builder, null); |
| 134 | + String xContentResult = Strings.toString(builder); |
| 135 | + |
| 136 | + assertThat( |
| 137 | + xContentResult, |
| 138 | + is( |
| 139 | + Strings.format( |
| 140 | + """ |
| 141 | + {"similarity":"%s","dimensions":%d,"max_input_tokens":%d,"model_id":"%s","rate_limit":{"requests_per_minute":%d},"dimensions_set_by_user":%s}""", |
| 142 | + similarity, |
| 143 | + dimensions, |
| 144 | + maxInputTokens, |
| 145 | + modelId, |
| 146 | + rateLimitSettings.requestsPerTimeUnit(), |
| 147 | + dimensionsSetByUser |
| 148 | + ) |
| 149 | + ) |
| 150 | + ); |
| 151 | + } |
| 152 | + |
| 153 | + public void testToXContent_WritesOnlyNonNullFields() throws IOException { |
| 154 | + var modelId = "my-dense-model"; |
| 155 | + var rateLimitSettings = new RateLimitSettings(2000); |
| 156 | + |
| 157 | + var serviceSettings = new ElasticInferenceServiceDenseTextEmbeddingsServiceSettings( |
| 158 | + modelId, |
| 159 | + null, // similarity |
| 160 | + null, // dimensions |
| 161 | + null, // maxInputTokens |
| 162 | + false, // dimensionsSetByUser |
| 163 | + rateLimitSettings |
| 164 | + ); |
| 165 | + |
| 166 | + XContentBuilder builder = XContentFactory.contentBuilder(XContentType.JSON); |
| 167 | + serviceSettings.toXContent(builder, null); |
| 168 | + String xContentResult = Strings.toString(builder); |
| 169 | + |
| 170 | + assertThat( |
| 171 | + xContentResult, |
| 172 | + is( |
| 173 | + Strings.format( |
| 174 | + """ |
| 175 | + {"model_id":"%s","rate_limit":{"requests_per_minute":%d},"dimensions_set_by_user":false}""", |
| 176 | + modelId, |
| 177 | + rateLimitSettings.requestsPerTimeUnit() |
| 178 | + ) |
| 179 | + ) |
| 180 | + ); |
| 181 | + } |
| 182 | + |
| 183 | + public void testToXContentFragmentOfExposedFields() throws IOException { |
| 184 | + var modelId = "my-dense-model"; |
| 185 | + var rateLimitSettings = new RateLimitSettings(1500); |
| 186 | + |
| 187 | + var serviceSettings = new ElasticInferenceServiceDenseTextEmbeddingsServiceSettings( |
| 188 | + modelId, |
| 189 | + SimilarityMeasure.COSINE, |
| 190 | + 512, |
| 191 | + 128, |
| 192 | + true, |
| 193 | + rateLimitSettings |
| 194 | + ); |
| 195 | + |
| 196 | + XContentBuilder builder = XContentFactory.contentBuilder(XContentType.JSON); |
| 197 | + builder.startObject(); |
| 198 | + serviceSettings.toXContentFragmentOfExposedFields(builder, null); |
| 199 | + builder.endObject(); |
| 200 | + String xContentResult = Strings.toString(builder); |
| 201 | + |
| 202 | + // Only model_id and rate_limit should be in exposed fields |
| 203 | + assertThat(xContentResult, is(Strings.format(""" |
| 204 | + {"model_id":"%s","rate_limit":{"requests_per_minute":%d}}""", modelId, rateLimitSettings.requestsPerTimeUnit()))); |
| 205 | + } |
| 206 | + |
| 207 | + public static ElasticInferenceServiceDenseTextEmbeddingsServiceSettings createRandom() { |
| 208 | + var modelId = randomAlphaOfLength(10); |
| 209 | + var similarity = SimilarityMeasure.COSINE; |
| 210 | + var dimensions = randomBoolean() ? randomIntBetween(1, 1024) : null; |
| 211 | + var maxInputTokens = randomBoolean() ? randomIntBetween(128, 256) : null; |
| 212 | + var dimensionsSetByUser = randomBoolean(); |
| 213 | + var rateLimitSettings = randomBoolean() ? new RateLimitSettings(randomIntBetween(1, 10000)) : null; |
| 214 | + |
| 215 | + return new ElasticInferenceServiceDenseTextEmbeddingsServiceSettings( |
| 216 | + modelId, |
| 217 | + similarity, |
| 218 | + dimensions, |
| 219 | + maxInputTokens, |
| 220 | + dimensionsSetByUser, |
| 221 | + rateLimitSettings |
| 222 | + ); |
| 223 | + } |
| 224 | +} |
0 commit comments