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Polishing.
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@ -909,8 +909,7 @@ public abstract class MappingBuilderIntegrationTests extends MappingContextBaseT
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@Nullable
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@Id private String id;
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@Field(type = FieldType.Dense_Vector, dims = 42, knnSimilarity = KnnSimilarity.COSINE)
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private double[] denseVector;
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@Field(type = FieldType.Dense_Vector, dims = 42, knnSimilarity = KnnSimilarity.COSINE) private double[] denseVector;
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}
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@Mapping(aliases = {
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@ -27,7 +27,12 @@ import org.junit.jupiter.api.Test;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.data.annotation.Id;
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import org.springframework.data.domain.Pageable;
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import org.springframework.data.elasticsearch.annotations.*;
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import org.springframework.data.elasticsearch.annotations.Document;
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import org.springframework.data.elasticsearch.annotations.Field;
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import org.springframework.data.elasticsearch.annotations.FieldType;
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import org.springframework.data.elasticsearch.annotations.KnnAlgorithmType;
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import org.springframework.data.elasticsearch.annotations.KnnIndexOptions;
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import org.springframework.data.elasticsearch.annotations.KnnSimilarity;
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import org.springframework.data.elasticsearch.client.elc.NativeQuery;
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import org.springframework.data.elasticsearch.client.elc.NativeQueryBuilder;
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import org.springframework.data.elasticsearch.core.ElasticsearchOperations;
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@ -71,7 +76,7 @@ public abstract class KnnSearchIntegrationTests {
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entity.setMessage("top" + (i + 1));
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// The generated vector is always in the first quadrant, from the x-axis direction to the y-axis direction
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float[] vector = new float[] {1.0f - i * increment, increment};
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float[] vector = new float[] { 1.0f - i * increment, increment };
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entity.setVector(vector);
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entities.add(entity);
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}
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@ -127,27 +132,24 @@ public abstract class KnnSearchIntegrationTests {
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assertThat(vectorEntities.get(0).getMessage()).isEqualTo("top10");
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}
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public interface VectorEntityRepository extends ElasticsearchRepository<VectorEntity, String> {
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}
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public interface VectorEntityRepository extends ElasticsearchRepository<VectorEntity, String> {}
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@Document(indexName = "#{@indexNameProvider.indexName()}")
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static class VectorEntity {
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@Nullable
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@Id
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private String id;
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@Id private String id;
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@Nullable
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@Field(type = Keyword)
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private String message;
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@Field(type = Keyword) private String message;
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// TODO: `elementType = FieldElementType.FLOAT,` is to be added here later
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// TODO: element_type can not be set here, because it's left out in elasticsearch-specification
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// TODO: the issue is fixed in https://github.com/elastic/elasticsearch-java/pull/800, but still not released in 8.13.x
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// TODO: the issue is fixed in https://github.com/elastic/elasticsearch-java/pull/800, but still not released in
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// 8.13.x
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// TODO: will be fixed later by either upgrading to 8.14.0 or a newer 8.13.x
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@Field(type = FieldType.Dense_Vector, dims = 2,
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knnIndexOptions = @KnnIndexOptions(type = KnnAlgorithmType.HNSW, m = 16, efConstruction = 100),
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knnSimilarity = KnnSimilarity.COSINE)
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private float[] vector;
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knnSimilarity = KnnSimilarity.COSINE) private float[] vector;
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@Nullable
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public String getId() {
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