HSEARCH-4950 Fail faster for older dialects not supporting vectors

hibernate · Dec 20, 2023 · a4d1449 · a4d1449
1 parent f22f4a8
commit a4d1449
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Showing 20 changed files with 222 additions and 28 deletions.
diff --git a/...hibernate/search/backend/elasticsearch/dialect/model/impl/Elasticsearch8ModelDialect.java b/...hibernate/search/backend/elasticsearch/dialect/model/impl/Elasticsearch8ModelDialect.java
@@ -6,9 +6,9 @@
  */
 package org.hibernate.search.backend.elasticsearch.dialect.model.impl;
 
-import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.Elasticsearch7IndexFieldTypeFactoryProvider;
+import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.Elasticsearch8IndexFieldTypeFactoryProvider;
 import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.ElasticsearchIndexFieldTypeFactoryProvider;
-import org.hibernate.search.backend.elasticsearch.validation.impl.Elasticsearch7PropertyMappingValidatorProvider;
+import org.hibernate.search.backend.elasticsearch.validation.impl.Elasticsearch8PropertyMappingValidatorProvider;
 import org.hibernate.search.backend.elasticsearch.validation.impl.ElasticsearchPropertyMappingValidatorProvider;
 
 import com.google.gson.Gson;
@@ -20,11 +20,11 @@ public class Elasticsearch8ModelDialect implements ElasticsearchModelDialect {
 
 	@Override
 	public ElasticsearchIndexFieldTypeFactoryProvider createIndexTypeFieldFactoryProvider(Gson userFacingGson) {
-		return new Elasticsearch7IndexFieldTypeFactoryProvider( userFacingGson );
+		return new Elasticsearch8IndexFieldTypeFactoryProvider( userFacingGson );
 	}
 
 	@Override
 	public ElasticsearchPropertyMappingValidatorProvider createElasticsearchPropertyMappingValidatorProvider() {
-		return new Elasticsearch7PropertyMappingValidatorProvider();
+		return new Elasticsearch8PropertyMappingValidatorProvider();
 	}
 }
diff --git a/...rg/hibernate/search/backend/elasticsearch/dialect/model/impl/OpenSearch2ModelDialect.java b/...rg/hibernate/search/backend/elasticsearch/dialect/model/impl/OpenSearch2ModelDialect.java
@@ -7,9 +7,9 @@
 package org.hibernate.search.backend.elasticsearch.dialect.model.impl;
 
 import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.ElasticsearchIndexFieldTypeFactoryProvider;
-import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.OpenSearch1IndexFieldTypeFactoryProvider;
+import org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl.OpenSearch2IndexFieldTypeFactoryProvider;
 import org.hibernate.search.backend.elasticsearch.validation.impl.ElasticsearchPropertyMappingValidatorProvider;
-import org.hibernate.search.backend.elasticsearch.validation.impl.OpenSearch1PropertyMappingValidatorProvider;
+import org.hibernate.search.backend.elasticsearch.validation.impl.OpenSearch2PropertyMappingValidatorProvider;
 
 import com.google.gson.Gson;
 
@@ -20,11 +20,11 @@ public class OpenSearch2ModelDialect implements ElasticsearchModelDialect {
 
 	@Override
 	public ElasticsearchIndexFieldTypeFactoryProvider createIndexTypeFieldFactoryProvider(Gson userFacingGson) {
-		return new OpenSearch1IndexFieldTypeFactoryProvider( userFacingGson );
+		return new OpenSearch2IndexFieldTypeFactoryProvider( userFacingGson );
 	}
 
 	@Override
 	public ElasticsearchPropertyMappingValidatorProvider createElasticsearchPropertyMappingValidatorProvider() {
-		return new OpenSearch1PropertyMappingValidatorProvider();
+		return new OpenSearch2PropertyMappingValidatorProvider();
 	}
 }
diff --git a/...sticsearch/src/main/java/org/hibernate/search/backend/elasticsearch/logging/impl/Log.java b/...sticsearch/src/main/java/org/hibernate/search/backend/elasticsearch/logging/impl/Log.java
@@ -874,4 +874,10 @@ SearchException vectorKnnMatchVectorTypeDiffersFromField(String absoluteFieldPat
 			value = "An OpenSearch distribution does not allow specifying the `number of candidates` option. "
 					+ "This option is only applicable to an Elasticsearch distribution of an Elasticsearch backend.")
 	SearchException knnNumberOfCandidatesUnsupportedOption();
+
+	@Message(id = ID_OFFSET + 186,
+			value = "An %1$s distribution version in use is not compatible with the Hibernate Search integration of vector search. "
+					+ "Update your %1$s cluster to a %2$s series to get vector search integration enabled.")
+	SearchException searchBackendVersionIncompatibleWithVectorIntegration(String distribution, String version);
+
 }
diff --git a/...nd/elasticsearch/types/dsl/provider/impl/Elasticsearch7IndexFieldTypeFactoryProvider.java b/...nd/elasticsearch/types/dsl/provider/impl/Elasticsearch7IndexFieldTypeFactoryProvider.java
@@ -6,8 +6,13 @@
  */
 package org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl;
 
-import org.hibernate.search.backend.elasticsearch.types.mapping.impl.Elasticsearch7VectorFieldTypeMappingContributor;
+import java.lang.invoke.MethodHandles;
+
+import org.hibernate.search.backend.elasticsearch.logging.impl.Log;
+import org.hibernate.search.backend.elasticsearch.lowlevel.index.mapping.impl.PropertyMapping;
+import org.hibernate.search.backend.elasticsearch.types.impl.ElasticsearchIndexValueFieldType;
 import org.hibernate.search.backend.elasticsearch.types.mapping.impl.ElasticsearchVectorFieldTypeMappingContributor;
+import org.hibernate.search.util.common.logging.impl.LoggerFactory;
 
 import com.google.gson.Gson;
 
@@ -16,8 +21,21 @@
  */
 public class Elasticsearch7IndexFieldTypeFactoryProvider extends AbstractIndexFieldTypeFactoryProvider {
 
-	private final Elasticsearch7VectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
-			new Elasticsearch7VectorFieldTypeMappingContributor();
+	private static final Log log = LoggerFactory.make( Log.class, MethodHandles.lookup() );
+
+	private final ElasticsearchVectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
+			new ElasticsearchVectorFieldTypeMappingContributor() {
+
+				@Override
+				public void contribute(PropertyMapping mapping, Context context) {
+					throw log.searchBackendVersionIncompatibleWithVectorIntegration( "Elasticsearch", "8.x" );
+				}
+
+				@Override
+				public <F> void contribute(ElasticsearchIndexValueFieldType.Builder<F> builder, Context context) {
+					throw log.searchBackendVersionIncompatibleWithVectorIntegration( "Elasticsearch", "8.x" );
+				}
+			};
 
 	public Elasticsearch7IndexFieldTypeFactoryProvider(Gson userFacingGson) {
 		super( userFacingGson );

diff --git a/...nd/elasticsearch/types/dsl/provider/impl/Elasticsearch8IndexFieldTypeFactoryProvider.java b/...nd/elasticsearch/types/dsl/provider/impl/Elasticsearch8IndexFieldTypeFactoryProvider.java
@@ -0,0 +1,30 @@
+/*
+ * Hibernate Search, full-text search for your domain model
+ *
+ * License: GNU Lesser General Public License (LGPL), version 2.1 or later
+ * See the lgpl.txt file in the root directory or <http://www.gnu.org/licenses/lgpl-2.1.html>.
+ */
+package org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl;
+
+import org.hibernate.search.backend.elasticsearch.types.mapping.impl.Elasticsearch8VectorFieldTypeMappingContributor;
+import org.hibernate.search.backend.elasticsearch.types.mapping.impl.ElasticsearchVectorFieldTypeMappingContributor;
+
+import com.google.gson.Gson;
+
+/**
+ * The index field type factory provider for ES8.x.
+ */
+public class Elasticsearch8IndexFieldTypeFactoryProvider extends AbstractIndexFieldTypeFactoryProvider {
+
+	private final Elasticsearch8VectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
+			new Elasticsearch8VectorFieldTypeMappingContributor();
+
+	public Elasticsearch8IndexFieldTypeFactoryProvider(Gson userFacingGson) {
+		super( userFacingGson );
+	}
+
+	@Override
+	protected ElasticsearchVectorFieldTypeMappingContributor vectorFieldTypeMappingContributor() {
+		return vectorFieldTypeMappingContributor;
+	}
+}
diff --git a/...ckend/elasticsearch/types/dsl/provider/impl/OpenSearch1IndexFieldTypeFactoryProvider.java b/...ckend/elasticsearch/types/dsl/provider/impl/OpenSearch1IndexFieldTypeFactoryProvider.java
@@ -6,18 +6,36 @@
  */
 package org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl;
 
+import java.lang.invoke.MethodHandles;
+
+import org.hibernate.search.backend.elasticsearch.logging.impl.Log;
+import org.hibernate.search.backend.elasticsearch.lowlevel.index.mapping.impl.PropertyMapping;
+import org.hibernate.search.backend.elasticsearch.types.impl.ElasticsearchIndexValueFieldType;
 import org.hibernate.search.backend.elasticsearch.types.mapping.impl.ElasticsearchVectorFieldTypeMappingContributor;
-import org.hibernate.search.backend.elasticsearch.types.mapping.impl.OpenSearch1VectorFieldTypeMappingContributor;
+import org.hibernate.search.util.common.logging.impl.LoggerFactory;
 
 import com.google.gson.Gson;
 
 /**
- * The index field type factory provider for OpenSearch 1.x/2.x.
+ * The index field type factory provider for OpenSearch 1.x.
  */
 public class OpenSearch1IndexFieldTypeFactoryProvider extends AbstractIndexFieldTypeFactoryProvider {
 
-	private final OpenSearch1VectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
-			new OpenSearch1VectorFieldTypeMappingContributor();
+	private static final Log log = LoggerFactory.make( Log.class, MethodHandles.lookup() );
+
+	private final ElasticsearchVectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
+			new ElasticsearchVectorFieldTypeMappingContributor() {
+
+				@Override
+				public void contribute(PropertyMapping mapping, Context context) {
+					throw log.searchBackendVersionIncompatibleWithVectorIntegration( "OpenSearch", "2.x" );
+				}
+
+				@Override
+				public <F> void contribute(ElasticsearchIndexValueFieldType.Builder<F> builder, Context context) {
+					throw log.searchBackendVersionIncompatibleWithVectorIntegration( "OpenSearch", "2.x" );
+				}
+			};
 
 	public OpenSearch1IndexFieldTypeFactoryProvider(Gson userFacingGson) {
 		super( userFacingGson );

diff --git a/...ckend/elasticsearch/types/dsl/provider/impl/OpenSearch2IndexFieldTypeFactoryProvider.java b/...ckend/elasticsearch/types/dsl/provider/impl/OpenSearch2IndexFieldTypeFactoryProvider.java
@@ -0,0 +1,30 @@
+/*
+ * Hibernate Search, full-text search for your domain model
+ *
+ * License: GNU Lesser General Public License (LGPL), version 2.1 or later
+ * See the lgpl.txt file in the root directory or <http://www.gnu.org/licenses/lgpl-2.1.html>.
+ */
+package org.hibernate.search.backend.elasticsearch.types.dsl.provider.impl;
+
+import org.hibernate.search.backend.elasticsearch.types.mapping.impl.ElasticsearchVectorFieldTypeMappingContributor;
+import org.hibernate.search.backend.elasticsearch.types.mapping.impl.OpenSearch1VectorFieldTypeMappingContributor;
+
+import com.google.gson.Gson;
+
+/**
+ * The index field type factory provider for OpenSearch 2.x.
+ */
+public class OpenSearch2IndexFieldTypeFactoryProvider extends AbstractIndexFieldTypeFactoryProvider {
+
+	private final OpenSearch1VectorFieldTypeMappingContributor vectorFieldTypeMappingContributor =
+			new OpenSearch1VectorFieldTypeMappingContributor();
+
+	public OpenSearch2IndexFieldTypeFactoryProvider(Gson userFacingGson) {
+		super( userFacingGson );
+	}
+
+	@Override
+	protected ElasticsearchVectorFieldTypeMappingContributor vectorFieldTypeMappingContributor() {
+		return vectorFieldTypeMappingContributor;
+	}
+}
diff --git a/...ch7VectorFieldTypeMappingContributor.java → ...ch8VectorFieldTypeMappingContributor.java b/...ch7VectorFieldTypeMappingContributor.java → ...ch8VectorFieldTypeMappingContributor.java
@@ -16,7 +16,7 @@
 
 import com.google.gson.JsonObject;
 
-public class Elasticsearch7VectorFieldTypeMappingContributor implements ElasticsearchVectorFieldTypeMappingContributor {
+public class Elasticsearch8VectorFieldTypeMappingContributor implements ElasticsearchVectorFieldTypeMappingContributor {
 	@Override
 	public void contribute(PropertyMapping mapping, Context context) {
 		mapping.setType( DataTypes.DENSE_VECTOR );

diff --git a/...backend/elasticsearch/validation/impl/Elasticsearch7PropertyMappingValidatorProvider.java b/...backend/elasticsearch/validation/impl/Elasticsearch7PropertyMappingValidatorProvider.java
@@ -11,6 +11,6 @@
 public class Elasticsearch7PropertyMappingValidatorProvider implements ElasticsearchPropertyMappingValidatorProvider {
 	@Override
 	public Validator<PropertyMapping> create() {
-		return new PropertyMappingValidator.ElasticsearchPropertyMappingValidator();
+		return new PropertyMappingValidator.Elasticsearch7PropertyMappingValidator();
 	}
 }
diff --git a/...backend/elasticsearch/validation/impl/Elasticsearch8PropertyMappingValidatorProvider.java b/...backend/elasticsearch/validation/impl/Elasticsearch8PropertyMappingValidatorProvider.java
@@ -0,0 +1,16 @@
+/*
+ * Hibernate Search, full-text search for your domain model
+ *
+ * License: GNU Lesser General Public License (LGPL), version 2.1 or later
+ * See the lgpl.txt file in the root directory or <http://www.gnu.org/licenses/lgpl-2.1.html>.
+ */
+package org.hibernate.search.backend.elasticsearch.validation.impl;
+
+import org.hibernate.search.backend.elasticsearch.lowlevel.index.mapping.impl.PropertyMapping;
+
+public class Elasticsearch8PropertyMappingValidatorProvider implements ElasticsearchPropertyMappingValidatorProvider {
+	@Override
+	public Validator<PropertyMapping> create() {
+		return new PropertyMappingValidator.Elasticsearch8PropertyMappingValidator();
+	}
+}
diff --git a/...ch/backend/elasticsearch/validation/impl/OpenSearch1PropertyMappingValidatorProvider.java b/...ch/backend/elasticsearch/validation/impl/OpenSearch1PropertyMappingValidatorProvider.java
@@ -11,6 +11,6 @@
 public class OpenSearch1PropertyMappingValidatorProvider implements ElasticsearchPropertyMappingValidatorProvider {
 	@Override
 	public Validator<PropertyMapping> create() {
-		return new PropertyMappingValidator.ElasticsearchPropertyMappingValidator();
+		return new PropertyMappingValidator.OpenSearch1PropertyMappingValidator();
 	}
 }
diff --git a/...ch/backend/elasticsearch/validation/impl/OpenSearch2PropertyMappingValidatorProvider.java b/...ch/backend/elasticsearch/validation/impl/OpenSearch2PropertyMappingValidatorProvider.java
@@ -0,0 +1,16 @@
+/*
+ * Hibernate Search, full-text search for your domain model
+ *
+ * License: GNU Lesser General Public License (LGPL), version 2.1 or later
+ * See the lgpl.txt file in the root directory or <http://www.gnu.org/licenses/lgpl-2.1.html>.
+ */
+package org.hibernate.search.backend.elasticsearch.validation.impl;
+
+import org.hibernate.search.backend.elasticsearch.lowlevel.index.mapping.impl.PropertyMapping;
+
+public class OpenSearch2PropertyMappingValidatorProvider implements ElasticsearchPropertyMappingValidatorProvider {
+	@Override
+	public Validator<PropertyMapping> create() {
+		return new PropertyMappingValidator.OpenSearch2PropertyMappingValidator();
+	}
+}
diff --git a/.../org/hibernate/search/backend/elasticsearch/validation/impl/PropertyMappingValidator.java b/.../org/hibernate/search/backend/elasticsearch/validation/impl/PropertyMappingValidator.java
@@ -124,7 +124,16 @@ private void validateIndexOptions(ValidationErrorCollector errorCollector, Prope
 	protected abstract void validateVectorMapping(ValidationErrorCollector errorCollector, PropertyMapping expectedMapping,
 			PropertyMapping actualMapping);
 
-	static class ElasticsearchPropertyMappingValidator extends PropertyMappingValidator {
+	static class Elasticsearch7PropertyMappingValidator extends PropertyMappingValidator {
+
+		@Override
+		protected void validateVectorMapping(ValidationErrorCollector errorCollector, PropertyMapping expectedMapping,
+				PropertyMapping actualMapping) {
+
+		}
+	}
+
+	static class Elasticsearch8PropertyMappingValidator extends PropertyMappingValidator {
 
 		@Override
 		protected void validateVectorMapping(ValidationErrorCollector errorCollector, PropertyMapping expectedMapping,
@@ -164,7 +173,16 @@ protected void validateVectorMapping(ValidationErrorCollector errorCollector, Pr
 		}
 	}
 
-	static class OpenSearchPropertyMappingValidator extends PropertyMappingValidator {
+	static class OpenSearch1PropertyMappingValidator extends PropertyMappingValidator {
+
+		@Override
+		protected void validateVectorMapping(ValidationErrorCollector errorCollector, PropertyMapping expectedMapping,
+				PropertyMapping actualMapping) {
+
+		}
+	}
+
+	static class OpenSearch2PropertyMappingValidator extends PropertyMappingValidator {
 
 		@Override
 		protected void validateVectorMapping(ValidationErrorCollector errorCollector, PropertyMapping expectedMapping,

diff --git a/.../org/hibernate/search/engine/search/predicate/dsl/spi/AbstractSearchPredicateFactory.java b/.../org/hibernate/search/engine/search/predicate/dsl/spi/AbstractSearchPredicateFactory.java
@@ -38,8 +38,8 @@
 import org.hibernate.search.engine.search.predicate.dsl.TermsPredicateFieldStep;
 import org.hibernate.search.engine.search.predicate.dsl.WildcardPredicateFieldStep;
 import org.hibernate.search.engine.search.predicate.dsl.impl.BooleanPredicateClausesStepImpl;
-import org.hibernate.search.engine.search.predicate.dsl.impl.ExistsPredicateFieldStepImpl;
 import org.hibernate.search.engine.search.predicate.dsl.impl.DefaultKnnPredicateFieldStep;
+import org.hibernate.search.engine.search.predicate.dsl.impl.ExistsPredicateFieldStepImpl;
 import org.hibernate.search.engine.search.predicate.dsl.impl.MatchAllPredicateOptionsStepImpl;
 import org.hibernate.search.engine.search.predicate.dsl.impl.MatchIdPredicateMatchingStepImpl;
 import org.hibernate.search.engine.search.predicate.dsl.impl.MatchNonePredicateFinalStepImpl;

diff --git a/...asticsearch/schema/management/ElasticsearchIndexSchemaManagerValidationMappingBaseIT.java b/...asticsearch/schema/management/ElasticsearchIndexSchemaManagerValidationMappingBaseIT.java
@@ -10,6 +10,7 @@
 import static org.hibernate.search.integrationtest.backend.elasticsearch.schema.management.ElasticsearchIndexSchemaManagerTestUtils.defaultMetadataMappingAndCommaForInitialization;
 import static org.hibernate.search.integrationtest.backend.elasticsearch.schema.management.ElasticsearchIndexSchemaManagerTestUtils.hasValidationFailureReport;
 import static org.hibernate.search.integrationtest.backend.elasticsearch.schema.management.ElasticsearchIndexSchemaManagerTestUtils.simpleMappingForInitialization;
+import static org.junit.jupiter.api.Assumptions.assumeTrue;
 
 import java.util.List;
 import java.util.Optional;
@@ -22,6 +23,7 @@
 import org.hibernate.search.backend.elasticsearch.cfg.ElasticsearchIndexSettings;
 import org.hibernate.search.engine.backend.document.model.dsl.IndexSchemaObjectField;
 import org.hibernate.search.engine.backend.types.VectorSimilarity;
+import org.hibernate.search.integrationtest.backend.tck.testsupport.util.TckConfiguration;
 import org.hibernate.search.integrationtest.backend.tck.testsupport.util.extension.SearchSetupHelper;
 import org.hibernate.search.util.common.SearchException;
 import org.hibernate.search.util.common.impl.Futures;
@@ -380,6 +382,10 @@ void multipleErrors(ElasticsearchIndexSchemaManagerValidationOperation operation
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_success_1(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vector", f -> f.asByteVector( 100 ) )
 					.toReference();
@@ -403,6 +409,10 @@ void vector_success_1(ElasticsearchIndexSchemaManagerValidationOperation operati
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_success_2(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vector",
 					f -> f.asFloatVector( 50 ).vectorSimilarity( VectorSimilarity.L2 ).maxConnections( 2 ).beamWidth( 10 ) )
@@ -428,6 +438,10 @@ void vector_success_2(ElasticsearchIndexSchemaManagerValidationOperation operati
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_invalid_dimension(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vectorB", f -> f.asByteVector( 2 ) ).toReference();
 			root.field( "vectorF", f -> f.asFloatVector( 2 ) ).toReference();
@@ -462,6 +476,10 @@ void vector_invalid_dimension(ElasticsearchIndexSchemaManagerValidationOperation
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_invalid_elementType(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vectorB", f -> f.asByteVector( 2 ) ).toReference();
 			root.field( "vectorF", f -> f.asFloatVector( 2 ) ).toReference();
@@ -496,6 +514,10 @@ void vector_invalid_elementType(ElasticsearchIndexSchemaManagerValidationOperati
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_invalid_similarity(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vectorB", f -> f.asByteVector( 2 ).vectorSimilarity( VectorSimilarity.COSINE ) ).toReference();
 			root.field( "vectorF", f -> f.asFloatVector( 2 ).vectorSimilarity( VectorSimilarity.COSINE ) ).toReference();
@@ -532,6 +554,10 @@ void vector_invalid_similarity(ElasticsearchIndexSchemaManagerValidationOperatio
 	@ParameterizedTest(name = "With operation {0}")
 	@MethodSource("params")
 	void vector_invalid_m_ef(ElasticsearchIndexSchemaManagerValidationOperation operation) {
+		assumeTrue(
+				TckConfiguration.get().getBackendFeatures().supportsVectorSearch(),
+				"These tests only make sense for a backend where Vector Search is supported and implemented."
+		);
 		StubMappedIndex index = StubMappedIndex.ofNonRetrievable( root -> {
 			root.field( "vectorB", f -> f.asByteVector( 2 ).beamWidth( 2 ).maxConnections( 20 ) ).toReference();
 			root.field( "vectorF", f -> f.asFloatVector( 2 ).beamWidth( 5 ).maxConnections( 50 ) ).toReference();