1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.5K

Stars

Java

Language

2.3M

Lines of Code

20.4K

Files

1.5K

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 847 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.3/100 · LOW

Are imports declared and package/API names verified? 615 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 23 finding(s).

PR Review Velocity Impact 7.5/100 · LOW

Which changes need focused human review? 1481 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 215HIGH 21MEDIUM 24LOW 1221

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1481 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators215 hits · 2548 pts

Severity	File	Line	Snippet	Context
CRITICAL	…t/java/org/hibernate/processor/test/util/TestUtil.java	315	List.of( "-processor", org.hibernate.processor.HibernateProcessor.class.getName() ), sourceFiles );	CODE
CRITICAL	…t/java/org/hibernate/processor/test/util/TestUtil.java	321	List.of( "-processor", org.hibernate.processor.HibernateProcessor.class.getName() ), sourceFiles );	CODE
CRITICAL	…java/org/hibernate/processor/test/namedquery/Book.java	25	query = "select new org.hibernate.processor.test.namedquery.TitleAndIsbn(title,isbn) from Book")	CODE
CRITICAL	…test/java/org/hibernate/processor/test/hqlsql/Dao.java	61	@HQL("select new org.hibernate.processor.test.hqlsql.Dto(title, pages) from Book")	CODE
CRITICAL	…/hibernate/tool/ant/HibernateToolTaskExtendedTest.java	30	task.setTemplatePath(new org.apache.tools.ant.types.Path(null));	CODE
CRITICAL	…/hibernate/tool/ant/HibernateToolTaskExtendedTest.java	44	org.apache.tools.ant.types.Path path = new org.apache.tools.ant.types.Path(null);	CODE
CRITICAL	…java/org/hibernate/tool/ant/ExporterConfigureTest.java	279	org.apache.tools.ant.types.Path path = new org.apache.tools.ant.types.Path(parent.getProject());	CODE
CRITICAL	…ava/org/hibernate/tool/enhance/BuildToolGuideTest.java	69	var classpath = new org.apache.tools.ant.types.Path( project, System.getProperty( "guide.test.classpath" ) );	CODE
CRITICAL	…ate/tool/reveng/internal/xml/XMLPrettyPrinterTest.java	88	org.junit.jupiter.api.Assertions.assertEquals(expected, actual);	CODE
CRITICAL	…ng/internal/core/dialect/SQLServerMetaDataDialect.java	53	element.put("HIBERNATE_STRATEGY", org.hibernate.id.uuid.UuidGenerator.class.getName());	CODE
CRITICAL	…/tool/reveng/internal/export/java/EntityPOJOClass.java	256	else if ( org.hibernate.id.uuid.UuidGenerator.class.getName().equals( strategy ) ) {	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	296	case "enhanced-sequence", "sequence" -> org.hibernate.id.enhanced.SequenceStyleGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	297	case "enhanced-table", "table" -> org.hibernate.id.enhanced.TableGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	298	case "identity" -> org.hibernate.id.IdentityGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	299	case "increment" -> org.hibernate.id.IncrementGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	300	case "foreign" -> org.hibernate.id.ForeignGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	301	case "uuid", "uuid.hex" -> org.hibernate.id.UUIDHexGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	302	case "uuid2" -> org.hibernate.id.UUIDGenerator.class.getName();	CODE
CRITICAL⚡	…/tool/reveng/internal/export/java/EntityPOJOClass.java	303	case "select" -> org.hibernate.id.SelectGenerator.class.getName();	CODE
CRITICAL	…lectprovider/ClassificationMetadataResolutionTest.java	85	assertEquals( "8.1.3", new org.hibernate.orm.tooling.dialectprovider.internal.ClassificationMetadataReader()	CODE
CRITICAL	…alectprovider/DialectProviderPluginFunctionalTest.java	593	+ " return org.junit.jupiter.api.DynamicContainer.dynamicContainer("	CODE
CRITICAL	…ialectprovider/HibernateDialectProviderPluginTest.java	66	org.hibernate.orm.tooling.dialectprovider.internal.ContractTestGenerator.generate(	CODE
CRITICAL	…ialectprovider/HibernateDialectProviderPluginTest.java	72	org.hibernate.orm.tooling.dialectprovider.internal.ContractTestGenerator.generate(	CODE
CRITICAL	…org/hibernate/vector/SpannerVectorIntegrationTest.java	486	new org.hibernate.dialect.schema.internal.SpannerPostgreSQLIndexExporter( pgDialect );	CODE
CRITICAL	…org/hibernate/vector/SpannerVectorIntegrationTest.java	523	new org.hibernate.dialect.schema.internal.SpannerIndexExporter( new SpannerDialect() );	CODE
CRITICAL	…hibernate/community/dialect/CUBRIDDialectTestCase.java	17	new org.hibernate.dialect.schema.spi.AlterColumnTypeRequest( "age", "integer", "integer not null" )	CODE
CRITICAL	…ity/dialect/IdentityAndGeneratedValuesSupportTest.java	64	final var hsql1 = new org.hibernate.community.dialect.identity.internal.HSQLIdentityColumnSupport(	CODE
CRITICAL	…rg/hibernate/community/dialect/SingleStoreDialect.java	267	new org.hibernate.community.dialect.lock.internal.SingleStoreTransactionConcurrencyResolver( isForUpdateLockingEnabl	CODE
CRITICAL	…rg/hibernate/community/dialect/SingleStoreDialect.java	488	return org.hibernate.dialect.queryhint.spi.QueryHints.addUseIndexHint( query, hints );	CODE
CRITICAL	…rg/hibernate/community/dialect/SingleStoreDialect.java	1041	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.mysqlInline();	CODE
CRITICAL	…a/org/hibernate/community/dialect/FirebirdDialect.java	629	? org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn()	CODE
CRITICAL	…a/org/hibernate/community/dialect/FirebirdDialect.java	630	: org.hibernate.dialect.schema.spi.SchemaCommentSupports.none();	CODE
CRITICAL	…bernate/community/dialect/PostgreSQLLegacyDialect.java	240	private final UniqueDelegate uniqueDelegate = new org.hibernate.dialect.unique.spi.DelegatingUniqueDelegate(	CODE
CRITICAL	…bernate/community/dialect/PostgreSQLLegacyDialect.java	1038	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…org/hibernate/community/dialect/DB2iLegacyDialect.java	134	: org.hibernate.dialect.sequence.spi.SequenceSupports.none();	CODE
CRITICAL	…g/hibernate/community/dialect/OracleLegacyDialect.java	1288	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…rg/hibernate/community/dialect/MySQLLegacyDialect.java	169	private final UniqueDelegate uniqueDelegate = new org.hibernate.dialect.unique.spi.DelegatingUniqueDelegate(	CODE
CRITICAL	…rg/hibernate/community/dialect/MySQLLegacyDialect.java	170	org.hibernate.dialect.unique.spi.UniqueDelegates.alterTable( this ) ) {	CODE
CRITICAL	…rg/hibernate/community/dialect/MySQLLegacyDialect.java	983	: org.hibernate.dialect.queryhint.spi.QueryHints.addUseIndexHint( query, hints );	CODE
CRITICAL	…rg/hibernate/community/dialect/MySQLLegacyDialect.java	992	return org.hibernate.dialect.sequence.spi.SequenceSupports.none();	CODE
CRITICAL	…rg/hibernate/community/dialect/MySQLLegacyDialect.java	1094	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.mysqlInline();	CODE
CRITICAL	…ava/org/hibernate/community/dialect/IngresDialect.java	162	sequenceSupport = org.hibernate.dialect.sequence.spi.SequenceSupports.ansi();	CODE
CRITICAL	…org/hibernate/community/dialect/HANALegacyDialect.java	946	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.hanaInline();	CODE
CRITICAL	…ava/org/hibernate/community/dialect/SQLiteDialect.java	558	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…a/org/hibernate/community/dialect/AltibaseDialect.java	670	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…a/org/hibernate/community/dialect/H2LegacyDialect.java	214	private final UniqueDelegate uniqueDelegate = new org.hibernate.dialect.unique.spi.DelegatingUniqueDelegate(	CODE
CRITICAL	…a/org/hibernate/community/dialect/H2LegacyDialect.java	859	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…a/org/hibernate/community/dialect/H2LegacyDialect.java	1054	return org.hibernate.dialect.queryhint.spi.QueryHints.addUseIndexHint( query, hints );	CODE
CRITICAL	…va/org/hibernate/community/dialect/GaussDBDialect.java	713	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…/org/hibernate/community/dialect/DB2LegacyDialect.java	956	: org.hibernate.dialect.sequence.spi.SequenceSupports.db2();	CODE
CRITICAL	…/org/hibernate/community/dialect/DB2LegacyDialect.java	1048	return org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn();	CODE
CRITICAL	…ava/org/hibernate/community/dialect/CUBRIDDialect.java	168	new org.hibernate.dialect.unique.spi.DelegatingUniqueDelegate(	CODE
CRITICAL	…ava/org/hibernate/community/dialect/CUBRIDDialect.java	169	org.hibernate.dialect.unique.spi.UniqueDelegates.alterTable( this ) ) {	CODE
CRITICAL	…ibernate/community/dialect/SQLServerLegacyDialect.java	798	return org.hibernate.dialect.sequence.spi.SequenceSupports.none();	CODE
CRITICAL	…org/hibernate/community/dialect/HSQLLegacyDialect.java	763	? org.hibernate.dialect.schema.spi.SchemaCommentSupports.commentOn()	CODE
CRITICAL	…org/hibernate/community/dialect/HSQLLegacyDialect.java	764	: org.hibernate.dialect.schema.spi.SchemaCommentSupports.none();	CODE
CRITICAL	…org/hibernate/community/dialect/DB2zLegacyDialect.java	162	? org.hibernate.dialect.sequence.spi.SequenceSupports.none()	CODE
CRITICAL	…e/spatial/integration/functions/BasicFunctionTest.java	70	query.setParameter( "poly", org.geolatte.geom.jts.JTS.to( filterGeometry ) );	CODE
CRITICAL	…bernate/spatial/testing/SpatialFunctionalTestCase.java	182	assertThat( geometryEquality.equals( org.geolatte.geom.jts.JTS.from( (Geometry) expected ), (org.geolatte.geom.Geome	CODE
CRITICAL	…ate/spatial/dialect/hana/TestHANASpatialFunctions.java	1161	return org.geolatte.geom.Geometry.class.getName();	CODE
155 more matches not shown…

Over-Commented Block790 hits · 749 pts

Severity	File	Line	Snippet	Context
LOW	…ibernate/processor/annotation/AbstractQueryMethod.java	1361	// return containerType == null	COMMENT
LOW	…nate/processor/annotation/InnerClassMetaAttribute.java	21	}	COMMENT
LOW	…bernate/processor/annotation/AnnotationMetaEntity.java	2441	? LifecycleMethod.ParameterKind.LIST	COMMENT
LOW	…bernate/processor/annotation/AnnotationMetaEntity.java	3141	final var typeName = parameterType.toString();	COMMENT
LOW	…/example/orm/dialect/ExampleMergeSqlAstTranslator.java	1	package org.example.orm.dialect;	COMMENT
LOW	…dialectprovider/HibernateDialectProviderExtension.java	41	/// Configure whether warning findings should fail provider-boundary	COMMENT
LOW	…/hibernate/orm/properties/jdk11/SettingsCollector.java	61	// does not match any defined sections, skip it	COMMENT
LOW	…/hibernate/orm/properties/jdk11/SettingsCollector.java	81	final String constantFieldFqn = row.selectFirst( ".colFirst a" ).id();	COMMENT
LOW	…/hibernate/orm/properties/jdk11/SettingsCollector.java	301	}	COMMENT
LOW	…/hibernate/community/dialect/DerbyJpaTckUsageTest.java	161	em -> {	COMMENT
LOW	…/hibernate/community/dialect/DerbyJpaTckUsageTest.java	181	// " rs.addRow(1, \"Steve\");\n" +	COMMENT
LOW	…ernate/community/dialect/InformixSqlAstTranslator.java	441	assert !optionalTableUpdate.getMutatingTable().isOptional();	COMMENT
LOW	…ibernate/community/dialect/SQLServerLegacyDialect.java	1041	//M nothing to do	COMMENT
LOW	…hibernate/community/dialect/sequence/package-info.java	1	/// Internal sequence-support implementations owned by the community Dialects.	COMMENT
LOW	hibernate-spatial/scripts/build-docker-db2.sh	21	#	COMMENT
LOW	hibernate-spatial/scripts/build-docker-db2.sh	41	#create or replace function db2gse.geomfromewkt(instring varchar(32000))	COMMENT
LOW	hibernate-spatial/scripts/build-docker-db2.sh	61		COMMENT
LOW	…rnate/spatial/predicate/GeolatteSpatialPredicates.java	361	return booleanExpressionToPredicate(	COMMENT
LOW	…rnate/spatial/predicate/GeolatteSpatialPredicates.java	381	// Geometry geometry2) {	COMMENT
LOW	…/hibernate/spatial/predicate/JTSSpatialPredicates.java	321	return touches( cb, geometry1, cb.value( geometry2 ) );	COMMENT
LOW	…/hibernate/spatial/predicate/JTSSpatialPredicates.java	341	// nodeBuilder.function( SpatialFunction.filter.toString(), boolean.class,	COMMENT
LOW	…/hibernate/spatial/predicate/JTSSpatialPredicates.java	361	// return new JTSFilterPredicate( nodeBuilder, geometry1, geometry2 );	COMMENT
LOW	…bernate/spatial/predicate/GeolatteFilterPredicate.java	41	public GeolatteFilterPredicate(	COMMENT
LOW	…rt/SingleTableWithSecondaryTableStaticInsertTests.java	101	//	COMMENT
LOW	…e/orm/test/mapping/mappedBy/IsNullAndMappedByTest.java	161	public void testAssociationEqualsInWhereClause(SessionFactoryScope scope) {	COMMENT
LOW	…st/java/org/hibernate/orm/test/mapping/where/User.java	101	// public String toString() {	COMMENT
LOW	…azytoone/mappedby/InverseToOneExplicitOptionTests.java	61	// - at that point there should be no SQL executed	COMMENT
LOW	…/orm/test/collection/delayedOperation/ListAddTest.java	101	quizz.addQuestion( 1, new Question( 5, "question that should be at index 1" ) );	COMMENT
LOW	…rg/hibernate/orm/test/lob/PostgreSqlLobStringTest.java	181	// protected boolean isCleanupTestDataRequired() {	COMMENT
LOW	…/test/bootstrap/jpa/PersistenceUnitOverridesTests.java	501	// JdbcServices jdbcServices,	COMMENT
LOW	…/test/bootstrap/jpa/PersistenceUnitOverridesTests.java	521	// @Override	COMMENT
LOW	…orm/test/loading/multiLoad/MultiIdEntityLoadTests.java	101	}	COMMENT
LOW	…/orm/test/cache/polymorphism/PolymorphicCacheTest.java	61	// cache hit when it is the wrong class was to throw	COMMENT
LOW	…rnate/orm/test/formulajoin/AssociationFormulaTest.java	161	);	COMMENT
LOW	…rnate/orm/test/formulajoin/AssociationFormulaTest.java	181	//	COMMENT
LOW	…/orm/test/locking/ExcludedFromVersioningTestsBase.java	21	import org.jboss.logging.Logger;	COMMENT
LOW	…/test/jpa/transaction/batch/FailingAddToBatchTest.java	61	@NotImplementedYet( reason = "Still need to work on entity update executors" )	COMMENT
LOW	…/test/jpa/transaction/batch/FailingAddToBatchTest.java	81	}	COMMENT
LOW	…t/jpa/compliance/tck2_2/joincolumn/JoinColumnTest.java	61	// {quote}	COMMENT
LOW	…/jpa/metamodel/AbstractJpaMetamodelPopulationTest.java	81	// EntityType(null) - SimpleEntity (dynamic-map entity)	COMMENT
LOW	…/jpa/metamodel/AbstractJpaMetamodelPopulationTest.java	121	// CompositeIdAnnotatedEntity	COMMENT
LOW	…/orm/test/annotations/idmanytoone/IdManyToOneTest.java	101	criteria.where( criteriaBuilder.equal( student.get( "name" ), "Foo" ) );	COMMENT
LOW	…/org/hibernate/orm/test/querycache/QueryCacheTest.java	621	// }	COMMENT
LOW	…/org/hibernate/orm/test/querycache/QueryCacheTest.java	641	// Transaction tx1 = s1.beginTransaction();	COMMENT
LOW	…/org/hibernate/orm/test/querycache/QueryCacheTest.java	661	// }	COMMENT
LOW	…/org/hibernate/orm/test/querycache/QueryCacheTest.java	681	// s3.update( item1 );	COMMENT
LOW	…ibernate/orm/test/action/queue/proof/package-info.java	1	/// Tests that GraphBasedActionQueue does in fact fix outstanding issues reported against	COMMENT
LOW	…test/java/org/hibernate/orm/test/cdi/type/UrlType.java	21	// because we cannot use CDI, injection is not available	COMMENT
LOW	…a/org/hibernate/orm/test/hql/ASTParserLoadingTest.java	1301		COMMENT
LOW	…cascade/circle/AbstractMultiPathCircleCascadeTest.java	341	// return deliveryNode;	COMMENT
LOW	…cascade/circle/AbstractMultiPathCircleCascadeTest.java	361	// Node deliveryNode = new Node();	COMMENT
LOW	…ibernate/orm/test/softdelete/timestamp/UsageTests.java	121	// final int affected = session.createMutationQuery( "delete Employee where id = 1" ).executeUpdate();	COMMENT
LOW	…ava/org/hibernate/orm/test/query/hql/OrderByTests.java	201	session.createQuery(	COMMENT
LOW	…ava/org/hibernate/orm/test/query/hql/OrderByTests.java	481	// zoo1 Zoo 1313 Mockingbird Lane, Anywhere, IL USA	COMMENT
LOW	…te/orm/test/schemaupdate/columnoptions/TestEntity.java	161	// }	COMMENT
LOW	…eymanytoone/bidir/component/EagerKeyManyToOneTest.java	121	@JiraKey(value = "HHH-2277")	COMMENT
LOW	…est/tool/schema/SchemaToolTransactionHandlingTest.java	41	// 1) create-drop	COMMENT
LOW	…src/main/java/org/hibernate/SessionCreationOption.java	21	///	COMMENT
LOW	…src/main/java/org/hibernate/SessionCreationOption.java	41	///	COMMENT
LOW	…src/main/java/org/hibernate/SessionCreationOption.java	61	///	COMMENT
730 more matches not shown…

Fake / Example Data400 hits · 444 pts

Severity	File	Line	Snippet	Context
LOW	…uide/chapters/pc/extras/pc-cascade-persist-example.sql	2	VALUES ( 'John Doe', 1 )	CODE
LOW	…de/chapters/pc/extras/pc-where-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…e/chapters/pc/extras/pc-filter-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…pc/extras/pc-filter-join-table-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…ng/extras/flushing-auto-flush-jpql-overlap-example.sql	1	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…/flushing/extras/flushing-commit-flush-sql-example.sql	3	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…de/chapters/flushing/extras/flushing-order-example.sql	2	VALUES ('John Doe', 2L)	CODE
LOW	…flushing/extras/flushing-auto-flush-commit-example.sql	2	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…/flushing/extras/flushing-always-flush-sql-example.sql	1	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…s/flushing/extras/flushing-auto-flush-jpql-example.sql	5	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…flushing/extras/flushing-commit-flush-jpql-example.sql	9	INSERT INTO Person (name, id) VALUES ('John Doe', 1)	CODE
LOW	…in/extras/basic/mapping-filter-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…ain/extras/basic/mapping-where-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…asic/mapping-filter-join-table-persistence-example.sql	2	VALUES ('John Doe', 1)	CODE
LOW	…ce/entity-inheritance-single-table-persist-example.sql	2	VALUES (100, 1.5, 'John Doe', 25, 'DebitAccount', 1)	CODE
LOW	…ce/entity-inheritance-single-table-persist-example.sql	5	VALUES (1000, 1.9, 'John Doe', 5000, 'CreditAccount', 2)	CODE
LOW⚡	…e-single-table-discriminator-value-persist-example.sql	2	VALUES (100, 1.5, 'John Doe', 25, 'Debit', 1)	CODE
LOW⚡	…e-single-table-discriminator-value-persist-example.sql	5	VALUES (1000, 1.9, 'John Doe', 5000, 'Credit', 2)	CODE
LOW⚡	…e-single-table-discriminator-value-persist-example.sql	8	VALUES (1000, 1.9, 'John Doe', 3)	CODE
LOW	…nity/dialect/procedure/GaussDBStoredProcedureTest.java	502	person1 = new Person( 1L, "John Doe" );	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	3	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Morbi massa dui, venenatis ac semper sed, pellentesque eget mi.	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	3	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Morbi massa dui, venenatis ac semper sed, pellentesque eget mi.	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	23	Curabitur tortor tortor, rutrum sit amet fringilla vel, dignissim nec ligula. Nam ipsum eros, consequat eu consectetur i	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	23	Curabitur tortor tortor, rutrum sit amet fringilla vel, dignissim nec ligula. Nam ipsum eros, consequat eu consectetur i	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	109	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Phasellus adipiscing nunc in ante elementum blandit. Mauris var	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	109	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Phasellus adipiscing nunc in ante elementum blandit. Mauris var	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	121	Morbi quis rutrum risus. Cum sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Morbi fer	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	121	Morbi quis rutrum risus. Cum sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Morbi fer	CODE
LOW⚡	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	145	Integer vehicula tortor elit. Sed euismod venenatis tortor, nec interdum risus pretium ultrices. Nullam rhoncus lobortis	CODE
LOW⚡	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	145	Integer vehicula tortor elit. Sed euismod venenatis tortor, nec interdum risus pretium ultrices. Nullam rhoncus lobortis	CODE
LOW⚡	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	149	Maecenas sodales posuere risus, in fringilla eros adipiscing eget. Pellentesque leo metus, consequat nec interdum sed, f	CODE
LOW⚡	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	149	Maecenas sodales posuere risus, in fringilla eros adipiscing eget. Pellentesque leo metus, consequat nec interdum sed, f	CODE
LOW	…ources/org/hibernate/jpa/test/packaging/loremipsum.txt	167	In adipiscing, lectus molestie commodo sodales, augue dui sagittis velit, mattis commodo ipsum sapien id tellus. Morbi p	CODE
LOW	…java/org/hibernate/temporal/audit/AuditEntityTest.java	182	e.address = new Address( "123 Main St", "Springfield" );	CODE
LOW	…java/org/hibernate/temporal/audit/AuditEntityTest.java	193	assertEquals( "123 Main St", e.address.street );	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	57	emp.address = "123 Main St";	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	58	emp.phone = "555-0100";	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	67	emp.phone = "555-0200";	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	78	assertEquals( "123 Main St", emp.address );	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	79	assertEquals( "555-0100", emp.phone );	CODE
LOW⚡	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	89	assertEquals( "555-0200", emp.phone );	CODE
LOW	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	200	session.find( Employee.class, 30L ).address = "123 Main St"	CODE
LOW	…/hibernate/temporal/audit/AuditSecondaryTableTest.java	204	session.find( Employee.class, 30L ).phone = "555-0100"	CODE
LOW	…java/org/hibernate/orm/test/pc/WhereJoinTableTest.java	70	reader1.setName( "John Doe" );	CODE
LOW	…st/java/org/hibernate/orm/test/pc/MultiLoadIdTest.java	51	person2.setName( "John Doe" );	CODE
LOW	…java/org/hibernate/orm/test/pc/CascadePersistTest.java	25	person.setName("John Doe");	CODE
LOW	…bernate/orm/test/pc/CascadeOnDeleteCollectionTest.java	35	person.setName( "John Doe" );	CODE
LOW	…rc/test/java/org/hibernate/orm/test/pc/FilterTest.java	71	.setName( "John Doe" )	CODE
LOW	…/java/org/hibernate/orm/test/pc/CascadeRemoveTest.java	23	person.setName( "John Doe" );	CODE
LOW	…org/hibernate/orm/test/pc/BytecodeEnhancementTest.java	39	person.setName("John Doe");	CODE
LOW	…org/hibernate/orm/test/pc/BytecodeEnhancementTest.java	54	person.setName("John Doe");	CODE
LOW	…java/org/hibernate/orm/test/pc/CascadeRefreshTest.java	26	person.setName( "John Doe" );	CODE
LOW	…java/org/hibernate/orm/test/pc/CascadeRefreshTest.java	47	assertThat( person.getName() ).isEqualTo( "John Doe" );	CODE
LOW	…/org/hibernate/orm/test/pc/PersistenceContextTest.java	80	person.setName( "John Doe" );	CODE
LOW	…/org/hibernate/orm/test/pc/PersistenceContextTest.java	127	person.setName( "John Doe" );	CODE
LOW	…/org/hibernate/orm/test/pc/PersistenceContextTest.java	170	person.setName( "John Doe" );	CODE
LOW	…/org/hibernate/orm/test/pc/PersistenceContextTest.java	218	person.setName( "John Doe" );	CODE
LOW	…ava/org/hibernate/orm/test/pc/FilterJoinTableTest.java	41	.setName("John Doe");	CODE
LOW	…/java/org/hibernate/orm/test/pc/CascadeDetachTest.java	26	person.setName( "John Doe" );	CODE
LOW	…ava/org/hibernate/orm/test/pc/CascadeOnDeleteTest.java	34	person.setName( "John Doe" );	CODE
340 more matches not shown…

Cross-File Repetition19 hits · 95 pts

Severity	File	Snippet	Context
HIGH	…re/xml/LazyManyToManyNonUniqueIdNotFoundWhereTest.java	create table main_table( id integer not null, name varchar(255) not null, code varchar(10) not null, primary key (id, co	STRING
HIGH	…test/where/xml/LazyManyToManyNonUniqueIdWhereTest.java	create table main_table( id integer not null, name varchar(255) not null, code varchar(10) not null, primary key (id, co	STRING
HIGH	…re/annotations/LazyManyToManyNonUniqueIdWhereTest.java	create table main_table( id integer not null, name varchar(255) not null, code varchar(10) not null, primary key (id, co	STRING
HIGH	…ns/LazyElementCollectionBasicNonUniqueIdWhereTest.java	create table main_table( id integer not null, name varchar(255) not null, code varchar(10) not null, primary key (id, co	STRING
HIGH	…ntCollectionWithLazyManyToOneNonUniqueIdWhereTest.java	create table main_table( id integer not null, name varchar(255) not null, code varchar(10) not null, primary key (id, co	STRING
HIGH	…re/xml/LazyManyToManyNonUniqueIdNotFoundWhereTest.java	create table collection_table( main_id integer not null, main_code varchar(10) not null, association_id int not null, as	STRING
HIGH	…test/where/xml/LazyManyToManyNonUniqueIdWhereTest.java	create table collection_table( main_id integer not null, main_code varchar(10) not null, association_id int not null, as	STRING
HIGH	…re/annotations/LazyManyToManyNonUniqueIdWhereTest.java	create table collection_table( main_id integer not null, main_code varchar(10) not null, association_id int not null, as	STRING
HIGH	…ntCollectionWithLazyManyToOneNonUniqueIdWhereTest.java	create table collection_table( main_id integer not null, main_code varchar(10) not null, association_id int not null, as	STRING
HIGH	…re/xml/LazyManyToManyNonUniqueIdNotFoundWhereTest.java	create table building_ratings( building_id integer not null, rating_id integer not null, primary key (building_id, ratin	STRING
HIGH	…test/where/xml/LazyManyToManyNonUniqueIdWhereTest.java	create table building_ratings( building_id integer not null, rating_id integer not null, primary key (building_id, ratin	STRING
HIGH	…re/annotations/LazyManyToManyNonUniqueIdWhereTest.java	create table building_ratings( building_id integer not null, rating_id integer not null, primary key (building_id, ratin	STRING
HIGH	…re/xml/LazyManyToManyNonUniqueIdNotFoundWhereTest.java	create table material_ratings( material_id integer not null, rating_id integer not null, primary key (material_id, ratin	STRING
HIGH	…test/where/xml/LazyManyToManyNonUniqueIdWhereTest.java	create table material_ratings( material_id integer not null, rating_id integer not null, primary key (material_id, ratin	STRING
HIGH	…re/annotations/LazyManyToManyNonUniqueIdWhereTest.java	create table material_ratings( material_id integer not null, rating_id integer not null, primary key (material_id, ratin	STRING
HIGH	…ntCollectionWithLazyManyToOneNonUniqueIdWhereTest.java	create table material_ratings( material_id integer not null, rating_id integer not null, primary key (material_id, ratin	STRING
HIGH	…/orm/test/sql/partition/MySQLPartitionedTableTest.java	* partition by range (pid) ( * partition p1 values less than (1000), * partition p2 values less than (2000) * ) *	STRING
HIGH	…orm/test/sql/partition/OraclePartitionedTableTest.java	* partition by range (pid) ( * partition p1 values less than (1000), * partition p2 values less than (2000) * ) *	STRING
HIGH	…/main/java/org/hibernate/annotations/PartitionKey.java	* partition by range (pid) ( * partition p1 values less than (1000), * partition p2 values less than (2000) * ) *	STRING

AI Slop Vocabulary22 hits · 65 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/hibernate/tutorial/envers/EnversIllustrationTest.java	58	// so far the code is the same as we have seen in previous tutorials. Now lets leverage Envers...	COMMENT
MEDIUM	…eng/internal/export/lint/SchemaByMetaDataDetector.java	138	// BIG HACK - should probably utilize the table cache before going to the jdbcreader :(	COMMENT
MEDIUM	…g/hibernate/cache/internal/CacheKeyImplementation.java	109	//only in this case, leverage the hashcode comparison check first;	COMMENT
MEDIUM	…bernate/boot/jaxb/hbm/transform/HbmXmlTransformer.java	5232	// if going this route, would be better to leverage the normal hierarchical lookup for package	COMMENT
MEDIUM	…al/hbm/IdentifierSourceNonAggregatedCompositeImpl.java	71	// NOTE : the HBM support for IdClass is very limited. Essentially	COMMENT
MEDIUM	…rg/hibernate/boot/model/internal/SoftDeleteHelper.java	62	"Specifying SoftDelete#converter in conjunction with SoftDeleteType.TIMESTAMP is not supported"	CODE
MEDIUM	…te/boot/model/process/spi/MetadataBuildingProcess.java	107	* Single step: as defined by the {@link #build} method; internally leverages the 2-step paradigm	COMMENT
MEDIUM	…src/main/java/org/hibernate/annotations/NaturalId.java	103	/// leverage [@NaturalIdClass][NaturalIdClass] for loading.	COMMENT
MEDIUM	…rg/hibernate/procedure/internal/ProcedureCallImpl.java	1303	// Essentially here we'd have a case where there are no more results	COMMENT
MEDIUM	…/queue/internal/decompose/entity/UpdateDecomposer.java	556	/// We treat this case specially in `#coordinateUpdate` to leverage	COMMENT
MEDIUM	…/queue/internal/decompose/entity/UpdateDecomposer.java	556	/// We treat this case specially in `#coordinateUpdate` to leverage	COMMENT
MEDIUM	…nate/dialect/function/xml/SQLServerXmlAggFunction.java	77	// Essentially, we try to move the subquery into the from clause and mark it as lateral.	COMMENT
MEDIUM	…nate/dialect/sql/ast/spi/AbstractSqlAstTranslator.java	2301	// really any dialect translator could leverage this	COMMENT
MEDIUM	…nate/dialect/sql/ast/spi/AbstractSqlAstTranslator.java	8244	// Essentially, the subquery determines how many rows come before the current row (including that),	COMMENT
MEDIUM	…rsister/entity/mutation/UpdateCoordinatorStandard.java	493	// We treat this case specially in `#coordinateUpdate` to leverage	COMMENT
MEDIUM	…rsister/entity/mutation/UpdateCoordinatorStandard.java	493	// We treat this case specially in `#coordinateUpdate` to leverage	COMMENT
MEDIUM	…on/SynchronizationCallbackCoordinatorTrackingImpl.java	50	// Essentially, we need to see if we can process the callback immediately. So here we check whether the	COMMENT
MEDIUM	…ain/java/org/hibernate/query/sqm/internal/SqmUtil.java	738	// TODO: currently no robust way to check the types	COMMENT
MEDIUM	…ql/spi/mutation/jdbc/OptionalTableUpdateOperation.java	261	// leverage the fact that bindings are contiguous to avoid full nested iterations	COMMENT
MEDIUM	…g/hibernate/sql/ast/spi/query/select/SqlSelection.java	11	/// Represents a selection at the SQL/JDBC level. Essentially made up of:	COMMENT
MEDIUM	…esting/junit4/BaseNonConfigCoreFunctionalTestCase.java	218	// whether that usage could not just leverage that capability	COMMENT
MEDIUM	…al/entities/mapper/relation/BasicCollectionMapper.java	173	// ultimately means that the equality check will leverage both reference and value equality	COMMENT

Verbosity Indicators16 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	63	// Step 1: Load Baz#1, creates a lazy proxy for Foo#1 typed as Foo (not Bar)	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	67	// Step 2: Access the reference, does NOT initialize the proxy	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	71	// Step 3: Load Bar#1 with its bazList using join fetch	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	78	// Step 4: Load Baz#1 again with join fetch on foo	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	86	// Step 5: This should not throw NPE	COMMENT
LOW	…/cache/ImmutableLazyBasicWithAssociationCacheTest.java	159	// Step 1: Persist an entity with the lazy field set	COMMENT
LOW	…/cache/ImmutableLazyBasicWithAssociationCacheTest.java	175	// Step 2: Load the entity in a new session — should come from 2LC	COMMENT
LOW	…/hibernate/internal/AbstractSharedSessionContract.java	2623	// Step 1 :: write non-transient state...	COMMENT
LOW	…/hibernate/internal/AbstractSharedSessionContract.java	2627	// Step 2 :: write transient state...	COMMENT
LOW	…/hibernate/internal/AbstractSharedSessionContract.java	2639	// Step 1 :: read back non-transient state...	COMMENT
LOW	…/hibernate/internal/AbstractSharedSessionContract.java	2644	// Step 2 :: read back transient state...	COMMENT
LOW	…org/hibernate/type/descriptor/java/StringJavaType.java	100	// Since NClob extends Clob, we need to check if type is an NClob	COMMENT
LOW	…ernate/query/sqm/sql/spi/BaseSqmToSqlAstConverter.java	5691	// We need to check if this is a treated left or full join, which case we should	COMMENT
LOW	…n/java/org/hibernate/engine/spi/ActionQueueLegacy.java	431	// We need to check if this collection's owner is an orphan being removed,	COMMENT
LOW	…tion/internal/metadata/CollectionMappedByResolver.java	140	// We need to check if the property is audited as well	COMMENT
LOW	…tion/internal/metadata/CollectionMappedByResolver.java	160	// We need to check if the property is audited as well	COMMENT

Structural Annotation Overuse7 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	63	// Step 1: Load Baz#1, creates a lazy proxy for Foo#1 typed as Foo (not Bar)	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	67	// Step 2: Access the reference, does NOT initialize the proxy	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	71	// Step 3: Load Bar#1 with its bazList using join fetch	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	78	// Step 4: Load Baz#1 again with join fetch on foo	COMMENT
LOW⚡	…est/inheritance/joined/ProxyEntityCoexistenceTest.java	86	// Step 5: This should not throw NPE	COMMENT
LOW	…/cache/ImmutableLazyBasicWithAssociationCacheTest.java	159	// Step 1: Persist an entity with the lazy field set	COMMENT
LOW	…/cache/ImmutableLazyBasicWithAssociationCacheTest.java	175	// Step 2: Load the entity in a new session — should come from 2LC	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…in/java/org/hibernate/engine/internal/Nullability.java	75	// In this implementation, we keep this feature.	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…sults/graph/entity/internal/EntityInitializerImpl.java	1343	// refresh the data as requested	COMMENT

Slop Phrases3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…ernate/query/sqm/sql/spi/BaseSqmToSqlAstConverter.java	7422	// so we don't forget to do it in what follows	COMMENT
LOW	gradle/libs.versions.toml	7	# make sure to remove the now unnecessary net.bytebuddy.experimental=true in relevant CI jobs.	COMMENT
MEDIUM	…t/envers/integration/query/OrderByThreeEntityTest.java	35	* It's worth noting that a mapping like this orders the collection based on the value	COMMENT

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…rc/main/java/org/hibernate/testing/jdbc/JdbcSpies.java	346	private static class DatabaseMetaDataHandler implements InvocationHandler, Spy {	CODE
LOW	…rc/main/java/org/hibernate/testing/jdbc/JdbcSpies.java	435	private static class ParameterMetaDataHandler implements InvocationHandler, Spy {	CODE
LOW	…rc/main/java/org/hibernate/testing/jdbc/JdbcSpies.java	514	private static class ResultSetMetaDataHandler implements InvocationHandler, Spy {	CODE
LOW	…rc/main/java/org/hibernate/testing/jdbc/JdbcMocks.java	221	private static class DatabaseMetaDataHandler implements InvocationHandler {	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…hibernate/boot/model/internal/GeneratorParameters.java	244	// TODO: implement unique constraint support	COMMENT
LOW	…-core/src/main/java/org/hibernate/type/EntityType.java	714	//TODO: implement 2nd level caching?! natural id caching ?! proxies?!	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker-compose/build-config/edb/docker-entrypoint.sh	47	# Create the transaction log directory before initdb is run so the directory is owned by the correct user	COMMENT

hibernate/hibernate-orm

Open-Source Code Quality, Security and Technical Debt Review