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170
java/integTest/src/test/java/glide/modules/VectorSearchTests.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,170 @@ | ||
| /** Copyright Valkey GLIDE Project Contributors - SPDX Identifier: Apache-2.0 */ | ||
| package glide.modules; | ||
|
|
||
| import static glide.TestUtilities.commonClientConfig; | ||
| import static glide.TestUtilities.commonClusterClientConfig; | ||
| import static glide.api.BaseClient.OK; | ||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||
| import static org.junit.jupiter.api.Assertions.assertInstanceOf; | ||
| import static org.junit.jupiter.api.Assertions.assertThrows; | ||
| import static org.junit.jupiter.api.Assertions.assertTrue; | ||
|
|
||
| import glide.api.BaseClient; | ||
| import glide.api.GlideClient; | ||
| import glide.api.GlideClusterClient; | ||
| import glide.api.models.commands.vss.FTCreateOptions.DistanceMetric; | ||
| import glide.api.models.commands.vss.FTCreateOptions.FieldInfo; | ||
| import glide.api.models.commands.vss.FTCreateOptions.IndexType; | ||
| import glide.api.models.commands.vss.FTCreateOptions.NumericField; | ||
| import glide.api.models.commands.vss.FTCreateOptions.TagField; | ||
| import glide.api.models.commands.vss.FTCreateOptions.TextField; | ||
| import glide.api.models.commands.vss.FTCreateOptions.VectorFieldFlat; | ||
| import glide.api.models.commands.vss.FTCreateOptions.VectorFieldHnsw; | ||
| import glide.api.models.exceptions.RequestException; | ||
| import java.util.List; | ||
| import java.util.UUID; | ||
| import java.util.concurrent.ExecutionException; | ||
| import lombok.Getter; | ||
| import lombok.SneakyThrows; | ||
| import org.junit.jupiter.api.AfterAll; | ||
| import org.junit.jupiter.api.BeforeAll; | ||
| import org.junit.jupiter.params.ParameterizedTest; | ||
| import org.junit.jupiter.params.provider.Arguments; | ||
| import org.junit.jupiter.params.provider.MethodSource; | ||
|
|
||
| public class VectorSearchTests { | ||
|
|
||
| @Getter private static List<Arguments> clients; | ||
|
|
||
| @BeforeAll | ||
| @SneakyThrows | ||
| public static void init() { | ||
| var standaloneClient = | ||
| GlideClient.createClient(commonClientConfig().requestTimeout(5000).build()).get(); | ||
|
|
||
| var clusterClient = | ||
| GlideClusterClient.createClient(commonClusterClientConfig().requestTimeout(5000).build()) | ||
| .get(); | ||
|
|
||
| clients = List.of(Arguments.of(standaloneClient), Arguments.of(clusterClient)); | ||
| } | ||
|
|
||
| @AfterAll | ||
| @SneakyThrows | ||
| public static void teardown() { | ||
| for (var client : clients) { | ||
| ((BaseClient) client.get()[0]).close(); | ||
| } | ||
| } | ||
|
|
||
| @SneakyThrows | ||
| @ParameterizedTest(autoCloseArguments = false) | ||
| @MethodSource("getClients") | ||
| public void ft_create(BaseClient client) { | ||
| // create few simple indices | ||
| assertEquals( | ||
| OK, | ||
| client | ||
| .ftcreate( | ||
| UUID.randomUUID().toString(), | ||
| IndexType.HASH, | ||
| new String[0], | ||
| new FieldInfo[] { | ||
| new FieldInfo("vec", "vec", VectorFieldHnsw.builder(DistanceMetric.L2, 2).build()) | ||
| }) | ||
| .get()); | ||
| assertEquals( | ||
| OK, | ||
| client | ||
| .ftcreate( | ||
| UUID.randomUUID().toString(), | ||
| IndexType.JSON, | ||
| new String[] {"json:"}, | ||
| new FieldInfo[] { | ||
| new FieldInfo( | ||
| "$.vec", "VEC", VectorFieldFlat.builder(DistanceMetric.L2, 6).build()) | ||
| }) | ||
| .get()); | ||
|
|
||
| // create an index with NSFW vector with additional parameters | ||
| assertEquals( | ||
| OK, | ||
| client | ||
| .ftcreate( | ||
| UUID.randomUUID().toString(), | ||
| IndexType.HASH, | ||
| new String[] {"docs:"}, | ||
| new FieldInfo[] { | ||
| new FieldInfo( | ||
| "doc_embedding", | ||
| VectorFieldHnsw.builder(DistanceMetric.COSINE, 1536) | ||
| .numberOfEdges(40) | ||
| .vectorsExaminedOnConstruction(250) | ||
| .vectorsExaminedOnRuntime(40) | ||
| .build()) | ||
| }) | ||
| .get()); | ||
|
|
||
| // create an index with multiple fields | ||
| assertEquals( | ||
| OK, | ||
| client | ||
| .ftcreate( | ||
| UUID.randomUUID().toString(), | ||
| IndexType.HASH, | ||
| new String[] {"blog:post:"}, | ||
| new FieldInfo[] { | ||
| new FieldInfo("title", new TextField()), | ||
| new FieldInfo("published_at", new NumericField()), | ||
| new FieldInfo("category", new TagField()) | ||
| }) | ||
| .get()); | ||
|
|
||
| // create an index with multiple prefixes | ||
| var name = UUID.randomUUID().toString(); | ||
| assertEquals( | ||
| OK, | ||
| client | ||
| .ftcreate( | ||
| name, | ||
| IndexType.HASH, | ||
| new String[] {"author:details:", "book:details:"}, | ||
| new FieldInfo[] { | ||
| new FieldInfo("author_id", new TagField()), | ||
| new FieldInfo("author_ids", new TagField()), | ||
| new FieldInfo("title", new TextField()), | ||
| new FieldInfo("name", new TextField()) | ||
| }) | ||
| .get()); | ||
|
|
||
| // create a duplicating index | ||
| var exception = | ||
| assertThrows( | ||
| ExecutionException.class, | ||
| () -> | ||
| client | ||
| .ftcreate( | ||
| name, | ||
| IndexType.HASH, | ||
| new String[0], | ||
| new FieldInfo[] {new FieldInfo("title", new TextField())}) | ||
| .get()); | ||
| assertInstanceOf(RequestException.class, exception.getCause()); | ||
| assertTrue(exception.getMessage().contains("already exists")); | ||
|
|
||
| // create an index without fields | ||
| exception = | ||
| assertThrows( | ||
| ExecutionException.class, | ||
| () -> | ||
| client | ||
| .ftcreate( | ||
| UUID.randomUUID().toString(), | ||
| IndexType.HASH, | ||
| new String[0], | ||
| new FieldInfo[0]) | ||
| .get()); | ||
| assertInstanceOf(RequestException.class, exception.getCause()); | ||
| assertTrue(exception.getMessage().contains("arguments are missing")); | ||
| } | ||
| } |
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