2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.2K

Stars

Java

Language

2.3M

Lines of Code

19.5K

Files

1.9K

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 3.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1491 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.7/100 · LOW

Are imports declared and package/API names verified? 261 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 233 finding(s).

PR Review Velocity Impact 8.9/100 · LOW

Which changes need focused human review? 1856 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 229HIGH 33MEDIUM 109LOW 1485

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 1856 distinct pattern matches across 21 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 Indicators229 hits · 2608 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	194	var exception = org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	217	CompletionException exception = org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	241	LanguageModelException exception = org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	265	LanguageModelException exception = org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	427	LanguageModelException exception = org.junit.jupiter.api.Assertions.assertThrows(	STRING
CRITICAL	…rc/main/java/com/yahoo/jdisc/utils/BundleResolver.java	32	repoAdmin = new RepositoryAdminImpl(bundleContext, new org.apache.felix.utils.log.Logger(bundleContext));	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	37	static final String READ_CHAR_BUFFER = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.read(CharBuffer)";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	38	static final String READ = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.read()";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	39	static final String READ_CHAR = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.read(char[])";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	40	static final String READ_CHAR_INT_INT = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.read(char[], int,	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	41	static final String SKIP_LONG = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.skip(long)";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	42	static final String READY = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.ready()";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	43	static final String MARK_SUPPORTED = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.markSupported()";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	44	static final String MARK_INT = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.mark(int)";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	45	static final String RESET = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.reset()";	CODE
CRITICAL⚡	…test/java/com/yahoo/io/reader/NamedReaderTestCase.java	46	static final String CLOSE = "com.yahoo.io.reader.NamedReaderTestCase.MarkerReader.close()";	CODE
CRITICAL	…b/src/main/java/com/yahoo/compress/ZstdCompressor.java	51	return (int) io.airlift.compress.zstd.ZstdDecompressor.getDecompressedSize(input, inputOffset, inputLength);	CODE
CRITICAL	…in/java/com/yahoo/search/predicate/PredicateQuery.java	69	this.featureHash = com.yahoo.search.predicate.index.Feature.createHash(key, value);	CODE
CRITICAL	…src/main/java/com/yahoo/jdisc/bundle/ApplicationH.java	22	org.apache.commons.logging.LogFactory.getLog("jcl").info("[jcl] hello world");	CODE
CRITICAL	…espa/models/evaluation/RankProfilesConfigImporter.java	281	return com.yahoo.tensor.serialization.JsonFormat.decode(type, IOUtils.readFileBytes(file));	CODE
CRITICAL	…ahoo/vespa/indexinglanguage/EmbeddingScriptTester.java	111	.setInputStream(new com.yahoo.vespa.indexinglanguage.parser.IndexingInput(string));	CODE
CRITICAL	…/vespa/indexinglanguage/expressions/NGramTestCase.java	73	boolean oldValue = com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.isEnabled();	CODE
CRITICAL	…/vespa/indexinglanguage/expressions/NGramTestCase.java	75	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(useSimpleAnnotations);	CODE
CRITICAL	…/vespa/indexinglanguage/expressions/NGramTestCase.java	115	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(oldValue);	CODE
CRITICAL⚡	…language/linguistics/LinguisticsAnnotatorTestCase.java	337	boolean oldValue = com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.isEnabled();	CODE
CRITICAL⚡	…language/linguistics/LinguisticsAnnotatorTestCase.java	340	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…language/linguistics/LinguisticsAnnotatorTestCase.java	344	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL⚡	…language/linguistics/LinguisticsAnnotatorTestCase.java	347	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(oldValue);	CODE
CRITICAL	…espa/indexinglanguage/expressions/EmbedExpression.java	338	embedderContext.setDeadline(com.yahoo.language.process.InvocationContext.Deadline.of(instant)));	CODE
CRITICAL	…com/yahoo/docproc/jdisc/DocumentProcessingHandler.java	114	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL	…ava/com/yahoo/vespa/config/server/ServerCacheTest.java	46	userConfigDefinitionRepo.add(fooBazDefKey, new com.yahoo.vespa.config.buildergen.ConfigDefinition("baz", new Str	CODE
CRITICAL	…a/config/server/http/v2/ApplicationApiHandlerTest.java	118	var request = com.yahoo.container.jdisc.HttpRequest.createTestRequest("http://host:123/application/v2/tenant/" +	STRING
CRITICAL	…a/config/server/http/v2/ApplicationApiHandlerTest.java	130	var request = com.yahoo.container.jdisc.HttpRequest.createTestRequest("http://host:123/application/v2/tenant/" +	STRING
CRITICAL	…o/vespa/config/server/application/ApplicationTest.java	104	return new com.yahoo.vespa.config.buildergen.ConfigDefinition(key.getName(), schema);	CODE
CRITICAL	…oo/vespa/config/server/StaticConfigDefinitionRepo.java	39	this.repo = new com.yahoo.config.model.application.provider.StaticConfigDefinitionRepo(serverDB.serverdefs());	CODE
CRITICAL	…ahoo/vespa/config/server/model/LbServicesProducer.java	90	.scope(LbServicesConfig.Tenants.Applications.Endpoints.Scope.Enum.valueOf(clusterEndpoints.scope().name(	CODE
CRITICAL	…ahoo/vespa/config/server/model/LbServicesProducer.java	91	.routingMethod(LbServicesConfig.Tenants.Applications.Endpoints.RoutingMethod.Enum.valueOf(clusterEndpoin	CODE
CRITICAL	…espa/config/server/session/SessionZooKeeperClient.java	85	// NOTE: Any state added here MUST also be propagated in com.yahoo.vespa.config.server.deploy.Deployment.prepare()	COMMENT
CRITICAL	…o/searchlib/aggregation/GroupingSerializationTest.java	85	com.yahoo.searchlib.aggregation.ForceLoad.forceLoad();	CODE
CRITICAL	…o/searchlib/aggregation/GroupingSerializationTest.java	86	com.yahoo.searchlib.expression.ForceLoad.forceLoad();	CODE
CRITICAL	…com/yahoo/searchlib/aggregation/ForceLoadTestCase.java	15	assertTrue(com.yahoo.searchlib.aggregation.ForceLoad.forceLoad());	CODE
CRITICAL	…/com/yahoo/searchlib/expression/ForceLoadTestCase.java	15	assertTrue(com.yahoo.searchlib.expression.ForceLoad.forceLoad());	CODE
CRITICAL	…ain/java/com/yahoo/searchlib/aggregation/Grouping.java	22	com.yahoo.searchlib.aggregation.ForceLoad.forceLoad();	CODE
CRITICAL	…ain/java/com/yahoo/searchlib/aggregation/Grouping.java	23	com.yahoo.searchlib.expression.ForceLoad.forceLoad();	CODE
CRITICAL	…ialization/SimpleAnnotationsSerializationTestCase.java	167	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	186	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	192	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	202	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	208	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL	…ialization/SimpleAnnotationsSerializationTestCase.java	232	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL	…ialization/SimpleAnnotationsSerializationTestCase.java	238	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	282	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	292	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	297	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	300	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	305	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	309	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL	…ialization/SimpleAnnotationsSerializationTestCase.java	325	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	336	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(true);	CODE
CRITICAL⚡	…ialization/SimpleAnnotationsSerializationTestCase.java	346	com.yahoo.document.annotation.internal.SimpleIndexingAnnotations.setEnabled(false);	CODE
169 more matches not shown…

Over-Commented Block1307 hits · 1293 pts

Severity	File	Line	Snippet	Context
LOW	tsan-suppressions.txt	1	# Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	tsan-suppressions.txt	21	# compacting the enum store). Without that interlock, we could get a	COMMENT
LOW	ubsan-suppressions.txt	1	# Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…er/src/vespa/storageserver/app/servicelayerprocess.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…ver/src/vespa/storageserver/app/distributorprocess.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rc/test/models/lightgbm/train_lightgbm_cat_integers.py	1	#! /usr/bin/env python3	COMMENT
LOW	…src/test/models/lightgbm/train_lightgbm_categorical.py	1	#! /usr/bin/env python3	COMMENT
LOW	…ankingexpression/importer/lightgbm/LightGBMParser.java	101	}	COMMENT
LOW	…com/yahoo/jdisc/core/DeactivatedContainerWatchdog.java	141	Text.format(	COMMENT
LOW	logd/src/logd/absl_wrapped_proto.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	logd/src/logd/watcher.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	logd/src/logd/rpc_forwarder.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	logd/src/tests/rotate/dummyserver.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	logd/src/tests/watcher/watcher_test.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	logd/src/apps/logd/main.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/vespa/metrics/metric.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/vespa/metrics/prometheus_writer.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/vespa/metrics/metrics.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/vespa/metrics/metricset.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/vespa/metrics/metricmanager.h	41	* 2. Metric lock.	COMMENT
LOW	metrics/src/vespa/metrics/metricmanager.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	metrics/src/tests/metricmanagertest.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rchcore/src/vespa/searchcore/proton/matching/query.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/vespa/searchcore/proton/matching/extract_features.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/vespa/searchcore/proton/matching/result_processor.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…e/src/vespa/searchcore/proton/matching/match_tools.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/src/vespa/searchcore/proton/matching/match_master.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rchcore/src/vespa/searchcore/proton/matching/matcher.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…hcore/src/vespa/searchcore/proton/matching/matcher.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…hcore/src/vespa/searchcore/proton/matching/matcher.cpp	21	#include <vespa/searchlib/engine/searchrequest.h>	COMMENT
LOW	…/vespa/searchcore/proton/matching/blueprintbuilder.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rc/vespa/searchcore/proton/matching/docsum_matcher.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rc/vespa/searchcore/proton/matching/handlerecorder.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…ore/src/vespa/searchcore/proton/matching/match_tools.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…core/src/vespa/searchcore/proton/matching/querynodes.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/src/vespa/searchcore/proton/matching/match_thread.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…vespa/searchcore/proton/matching/attribute_limiter.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…re/src/vespa/searchcore/proton/matching/match_thread.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/searchcore/proton/metrics/documentdb_tagged_metrics.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…earchcore/proton/documentmetastore/documentmetastore.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…ton/documentmetastore/documentmetastoreflushtarget.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rchcore/proton/documentmetastore/documentmetastore.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…rchcore/proton/documentmetastore/documentmetastore.cpp	21	#include <vespa/searchlib/attribute/load_utils.h>	COMMENT
LOW	…/searchcore/proton/documentmetastore/lid_allocator.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/searchcore/proton/attribute/attribute_initializer.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…espa/searchcore/proton/attribute/attribute_directory.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…vespa/searchcore/proton/attribute/attribute_writer.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…pa/searchcore/proton/attribute/attribute_directory.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…vespa/searchcore/proton/attribute/attributemanager.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…vespa/searchcore/proton/attribute/attributemanager.cpp	21	#include <vespa/searchlib/attribute/attributecontext.h>	COMMENT
LOW	…rchcore/proton/attribute/attribute_vector_explorer.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…archcore/proton/attribute/attribute_aspect_delayer.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…spa/searchcore/proton/attribute/flushableattribute.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	searchcore/src/vespa/searchcore/proton/test/test.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…earchcore/proton/test/document_db_config_set_builder.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…a/searchcore/proton/test/documentdb_config_builder.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…c/vespa/searchcore/proton/test/dummy_document_sub_db.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…c/vespa/searchcore/proton/docsummary/docsumcontext.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…/vespa/searchcore/proton/docsummary/summarymanager.cpp	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
LOW	…src/vespa/searchcore/proton/feedoperation/operations.h	1	// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.	COMMENT
1247 more matches not shown…

Decorative Section Separators89 hits · 261 pts

Severity	File	Line	Snippet	Context
MEDIUM	integration/tmgrammar/tools/generate_yql_tmgrammar.py	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_yql_tmgrammar.py	57	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_yql_tmgrammar.py	108	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_yql_tmgrammar.py	110	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	41	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	43	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	57	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	202	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	306	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	308	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	352	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	354	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	390	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	392	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	573	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	576	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	726	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	728	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	776	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	778	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	971	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	973	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	1106	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	1108	# =====================================================================	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	1155	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/generate_tmgrammar.py	1157	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_yql_tmgrammar.py	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_yql_tmgrammar.py	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integration/tmgrammar/tools/test_yql_tmgrammar.py	136	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integration/tmgrammar/tools/test_yql_tmgrammar.py	138	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integration/tmgrammar/tools/test_tmgrammar.py	155	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integration/tmgrammar/tools/test_tmgrammar.py	161	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	34	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	36	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	208	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	210	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	248	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	250	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	486	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	488	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	570	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	integration/tmgrammar/tools/test_tmgrammar.py	572	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	9	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	11	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	161	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	649	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	1090	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	1521	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	1887	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	2454	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	2824	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	3399	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	3440	# ================================================	COMMENT
MEDIUM	…src/vespa/fastlib/text/DerivedCoreProperties-4.0.0.txt	3581	# ================================================	COMMENT
MEDIUM⚡	vespalib/src/vespa/fastlib/text/PropList-4.0.0.txt	27	# ================================================	COMMENT
MEDIUM⚡	vespalib/src/vespa/fastlib/text/PropList-4.0.0.txt	34	# ================================================	COMMENT
29 more matches not shown…

Hyper-Verbose Identifiers125 hits · 129 pts

Severity	File	Line	Snippet	Context
LOW	…/java/com/yahoo/jdisc/ProxyRequestHandlerTestCase.java	478	private static class MyRequestHandler extends AbstractResource implements RequestHandler {	CODE
LOW	…/java/com/yahoo/jdisc/ProxyRequestHandlerTestCase.java	524	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…ore/src/test/java/com/yahoo/jdisc/RequestTestCase.java	328	private static class MyRequestHandler extends NoopSharedResource implements RequestHandler {	CODE
LOW	…ore/src/test/java/com/yahoo/jdisc/RequestTestCase.java	341	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…st/java/com/yahoo/jdisc/benchmark/LatencyTestCase.java	120	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…st/java/com/yahoo/jdisc/benchmark/LatencyTestCase.java	141	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…ahoo/jdisc/handler/ThreadedRequestHandlerTestCase.java	182	private static class MyRequestHandler extends ThreadedRequestHandler {	CODE
LOW	…ahoo/jdisc/handler/ThreadedRequestHandlerTestCase.java	212	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…/com/yahoo/jdisc/handler/ResponseDispatchTestCase.java	188	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…ahoo/jdisc/handler/AbstractRequestHandlerTestCase.java	177	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…ava/com/yahoo/jdisc/handler/RequestDeniedTestCase.java	50	private static class MyRequestHandler extends NoopSharedResource implements RequestHandler {	CODE
LOW	…ava/com/yahoo/jdisc/handler/RequestDeniedTestCase.java	63	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…a/com/yahoo/jdisc/handler/RequestDispatchTestCase.java	230	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…a/com/yahoo/jdisc/handler/BindingNotFoundTestCase.java	42	private class MyResponseHandler implements ResponseHandler {	CODE
LOW	…hoo/jdisc/handler/CallableRequestDispatchTestCase.java	37	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…a/com/yahoo/jdisc/core/TimeoutManagerImplTestCase.java	455	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…a/com/yahoo/jdisc/core/TimeoutManagerImplTestCase.java	505	private static class MyRequestHandler extends AbstractResource implements RequestHandler {	CODE
LOW	…a/com/yahoo/jdisc/core/ApplicationRestartTestCase.java	122	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…a/com/yahoo/jdisc/core/ApplicationRestartTestCase.java	133	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ContainerShutdownTestCase.java	707	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ContainerShutdownTestCase.java	798	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ApplicationLoaderTestCase.java	209	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ApplicationLoaderTestCase.java	220	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…/com/yahoo/jdisc/core/ApplicationShutdownTestCase.java	87	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…/com/yahoo/jdisc/core/ApplicationShutdownTestCase.java	102	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ContainerSnapshotTestCase.java	172	private static class MyRequestHandler extends AbstractResource implements RequestHandler {	CODE
LOW	…va/com/yahoo/jdisc/core/ContainerResourceTestCase.java	101	private static class MyRequestHandler implements RequestHandler {	CODE
LOW	…ahoo/jdisc/test/ServerProviderConformanceTestTest.java	595	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…test/java/com/yahoo/jdisc/test/TestDriverTestCase.java	119	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…test/java/com/yahoo/jdisc/test/TestDriverTestCase.java	138	private static class MyResponseHandler implements ResponseHandler {	CODE
LOW	…yahoo/jdisc/application/BindingRepositoryTestCase.java	171	static class PatternStealingRequestHandler extends NoopSharedResource implements RequestHandler {	CODE
LOW	…/com/yahoo/jdisc/service/ConnectToHandlerTestCase.java	61	private class MyRequestHandler extends AbstractRequestHandler {	CODE
LOW	…/com/yahoo/jdisc/service/ConnectToHandlerTestCase.java	79	private class MyResponseHandler implements ResponseHandler {	CODE
LOW	…src/main/java/com/yahoo/jdisc/ProxyRequestHandler.java	20	class ProxyRequestHandler implements DelegatedRequestHandler {	CODE
LOW	…src/main/java/com/yahoo/jdisc/ProxyRequestHandler.java	85	private static class ProxyResponseHandler implements ResponseHandler {	CODE
LOW	…src/main/java/com/yahoo/jdisc/ProxyRequestHandler.java	214	private static class NullContentResponseHandler implements ResponseHandler {	CODE
LOW	…va/com/yahoo/jdisc/handler/ThreadedRequestHandler.java	19	* class MyRequestHandler extends ThreadedRequestHandler {	COMMENT
LOW	…va/com/yahoo/jdisc/handler/ThreadedRequestHandler.java	45	public abstract class ThreadedRequestHandler extends AbstractRequestHandler {	CODE
LOW	…va/com/yahoo/jdisc/handler/AbstractRequestHandler.java	30	public abstract class AbstractRequestHandler extends com.yahoo.jdisc.AbstractResource implements RequestHandler {	CODE
LOW	…/main/java/com/yahoo/jdisc/core/ContainerSnapshot.java	69	private static class NullContentRequestHandler implements DelegatedRequestHandler {	CODE
LOW	…main/java/com/yahoo/jdisc/core/TimeoutManagerImpl.java	120	private class ManagedRequestHandler implements DelegatedRequestHandler {	CODE
LOW	…va/com/yahoo/jdisc/test/NonWorkingResponseHandler.java	11	public class NonWorkingResponseHandler implements ResponseHandler {	CODE
LOW	…om/yahoo/jdisc/test/ServerProviderConformanceTest.java	2895	private static abstract class TestRequestHandler extends AbstractRequestHandler {	CODE
LOW	…ava/com/yahoo/jdisc/test/NonWorkingRequestHandler.java	13	public final class NonWorkingRequestHandler extends NoopSharedResource implements RequestHandler {	CODE
LOW	…m/yahoo/vespa/config/proxy/DelayedResponseHandler.java	22	public class DelayedResponseHandler implements Runnable {	CODE
LOW	…java/com/yahoo/vespa/config/proxy/ResponseHandler.java	19	public class ResponseHandler {	CODE
LOW	…o/config/subscription/impl/JRTConfigRequesterTest.java	201	private static class ErrorResponseHandler extends MockConnection.OKResponseHandler {	CODE
LOW	…o/config/subscription/impl/JRTConfigRequesterTest.java	220	private static class DelayedResponseHandler extends MockConnection.OKResponseHandler {	CODE
LOW	…com/yahoo/config/subscription/impl/MockConnection.java	87	static class OKResponseHandler extends AbstractResponseHandler {	CODE
LOW	…com/yahoo/config/subscription/impl/MockConnection.java	106	public abstract static class AbstractResponseHandler implements ResponseHandler {	CODE
LOW⚡	integration/tmgrammar/tools/test_yql_tmgrammar.py	140	def test_keyword_completeness(grammar: dict) -> tuple[bool, list[str]]:	CODE
LOW⚡	integration/tmgrammar/tools/test_tmgrammar.py	166	def _parse_java_classified_tokens() -> dict[str, set[str]]:	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	187	def test_keyword_completeness(grammar: dict) -> tuple[bool, list[str]]:	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	553	def _collect_keyword_patterns(obj, patterns: list[re.Pattern]) -> None:	CODE
LOW	…gins/logstash-input-vespa/lib/logstash/inputs/vespa.rb	159	def fetch_documents_from_vespa(uri)	CODE
LOW	vespalib/src/vespa/vespalib/quant/lloyd_max.py	37	def compute_codebook_centroids(bits):	CODE
LOW	…ahoo/vespa/config/server/SuperModelRequestHandler.java	24	public class SuperModelRequestHandler implements RequestHandler {	CODE
LOW	…hlib/src/tests/attribute/benchmark/benchmarkplotter.rb	74	def xml_getter_search_throughput(xml_root)	CODE
LOW	…hlib/src/tests/attribute/benchmark/benchmarkplotter.rb	78	def xml_getter_updater_thread_throughput(xml_root)	CODE
LOW	…ava/com/yahoo/messagebus/jdisc/MbusServerTestCase.java	298	private static class MyRequestHandler extends AbstractRequestHandler {	CODE
65 more matches not shown…

Synthetic Comment Markers11 hits · 84 pts

Severity	File	Line	Snippet	Context
HIGH	AI_POLICY.md	21	### Use quote blocks for AI-generated text	COMMENT
HIGH	…re/src/vespa/searchcore/proton/matching/querylimiter.h	83	int units; // as requested; capped only when granted	CODE
HIGH⚡	vespalib/src/vespa/vespalib/fuzzy/inline_tfa.hpp	2	// start of auto-generated code for N = 1	COMMENT
HIGH⚡	vespalib/src/vespa/vespalib/fuzzy/inline_tfa.hpp	12	// end of auto-generated code for N = 1	COMMENT
HIGH⚡	vespalib/src/vespa/vespalib/fuzzy/inline_tfa.hpp	13	// start of auto-generated code for N = 2	COMMENT
HIGH	vespalib/src/vespa/vespalib/fuzzy/inline_tfa.hpp	117	// end of auto-generated code for N = 2	COMMENT
HIGH	vespalib/src/tests/fuzzy/table_dfa/table_dfa_test.cpp	322	fprintf(stderr, "// start of auto-generated code for N = %u\n", N);	CODE
HIGH	vespalib/src/tests/fuzzy/table_dfa/table_dfa_test.cpp	349	fprintf(stderr, "// end of auto-generated code for N = %u\n", N);	CODE
HIGH	…torage/persistence/filestorage/filestorhandlerimpl.cpp	584	// Ok if op is SPLIT, as we have already done as requested.	COMMENT
HIGH	…/com/yahoo/search/grouping/UniqueGroupingSearcher.java	199	return List.of(); // There weren't any hits as far out as requested.	CODE
HIGH	…ch/src/main/java/com/yahoo/search/yql/FieldFiller.java	42	// always fill as requested first:	COMMENT

Magic Placeholder Names7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	…st/java/ai/vespa/llm/clients/OpenAICompatibleTest.java	23	private static final String API_KEY = "<your-api-key>";	CODE
HIGH	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	32	private static final String API_KEY = "<YOUR_API_KEY>";	CODE
HIGH	…ion/src/test/java/ai/vespa/llm/clients/OpenAITest.java	32	private static final String API_KEY = "<YOUR_API_KEY>";	CODE
HIGH	…gration/src/main/java/ai/vespa/llm/clients/OpenAI.java	57	private static final String DEFAULT_API_KEY = "<YOUR_API_KEY>";	CODE
HIGH	…gration/src/main/java/ai/vespa/llm/clients/OpenAI.java	57	private static final String DEFAULT_API_KEY = "<YOUR_API_KEY>";	CODE
HIGH	…ava/ai/vespa/search/llm/RAGSearcherWithOpenAITest.java	27	private static final String API_KEY = "<YOUR_API_KEY>";	CODE
HIGH	…ava/ai/vespa/search/llm/RAGSearcherWithOpenAITest.java	27	private static final String API_KEY = "<YOUR_API_KEY>";	CODE

Cross-File Repetition7 hits · 35 pts

Severity	File	Snippet	Context
HIGH	…nfig/server/deploy/HostedDeployNodeAllocationTest.java	[ { "clusterid": "container", "names": [ "c.example.com" ], "scope": "zone", "routingmethod": "exclusive" } ]	STRING
HIGH	…com/yahoo/vespa/config/server/deploy/DeployTester.java	[ { "clusterid": "container", "names": [ "c.example.com" ], "scope": "zone", "routingmethod": "exclusive" } ]	STRING
HIGH	…a/config/server/maintenance/TenantsMaintainerTest.java	[ { "clusterid": "container", "names": [ "c.example.com" ], "scope": "zone", "routingmethod": "exclusive" } ]	STRING
HIGH	…/config/server/maintenance/SessionsMaintainerTest.java	[ { "clusterid": "container", "names": [ "c.example.com" ], "scope": "zone", "routingmethod": "exclusive" } ]	STRING
HIGH	…t/java/com/yahoo/search/handler/SearchHandlerTest.java	<?xml version="1.0" encoding="utf-8" ?> <result total-hit-count="0"> <hit relevancy="1.0"> <field name="relevancy">1.0</	STRING
HIGH	…java/com/yahoo/search/handler/SearchHandlerTester.java	<?xml version="1.0" encoding="utf-8" ?> <result total-hit-count="0"> <hit relevancy="1.0"> <field name="relevancy">1.0</	STRING
HIGH	…om/yahoo/search/handler/JSONSearchHandlerTestCase.java	<?xml version="1.0" encoding="utf-8" ?> <result total-hit-count="0"> <hit relevancy="1.0"> <field name="relevancy">1.0</	STRING

Empty Error Handlers6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	261	except re.error:	CODE
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	269	except re.error:	CODE
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	286	except re.error:	CODE
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	293	except re.error:	CODE
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	508	except re.error:	CODE
HIGH	integration/tmgrammar/tools/test_tmgrammar.py	561	except re.error:	CODE

Self-Referential Comments9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	…st/models/onnx/external_data/add_with_external_data.py	20	# Create a constant tensor that will be stored externally	COMMENT
MEDIUM	…st/models/onnx/external_data/add_with_external_data.py	67	# Create the graph	COMMENT
MEDIUM	…st/models/onnx/external_data/add_with_external_data.py	76	# Create the model with IR version 10	COMMENT
MEDIUM	…rc/test/models/lightgbm/train_lightgbm_cat_integers.py	57	# Create a query column: 1 for the first 10 rows, 2 for the next 10, etc.	COMMENT
MEDIUM	…rc/test/models/lightgbm/train_lightgbm_cat_integers.py	77	# Create the LightGBM Dataset with query information	COMMENT
MEDIUM	…src/test/models/lightgbm/train_lightgbm_categorical.py	57	# Create a query column: 1 for the first 10 rows, 2 for the next 10, etc.	COMMENT
MEDIUM	…src/test/models/lightgbm/train_lightgbm_categorical.py	77	# Create the LightGBM Dataset with query information	COMMENT
MEDIUM	…plugins/logstash-input-vespa/spec/inputs/vespa_spec.rb	139	# Create a self-signed certificate for testing	COMMENT
MEDIUM	…plugins/logstash-input-vespa/spec/inputs/vespa_spec.rb	160	# Create a valid RSA key for testing	COMMENT

AI Slop Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	jdisc_core/src/main/java/com/yahoo/jdisc/Response.java	221	* RequestHandler#handleTimeout(Request, ResponseHandler)}, simply call this method.	COMMENT
MEDIUM	…i/messagebus/protocol/DocumentRouteSelectorPolicy.java	113	// of such field writes once the constructor is complete, use release/acquire pairing to be robust	COMMENT
MEDIUM	…rage/src/vespa/storage/bucketdb/btree_lockable_map.hpp	275	// This is a pragmatic stop-gap solution; a more robust change requires	COMMENT
MEDIUM	fbench/src/httpclient/httpclient.cpp	111	// this is always requested to get robust info on total hit count.	COMMENT
MEDIUM	…in/java/com/yahoo/vespa/model/container/Container.java	264	* TODO: Remove. Use {@link #getPortsMeta()} and check tags in conjunction with {@link #getRelativePort(int)}.	COMMENT
MEDIUM	…ain/java/com/yahoo/language/process/SpecialTokens.java	129	// XXX not fool proof length test, should test codepoint by codepoint for mixed case user input? not even th	COMMENT
MEDIUM	…ava/ai/vespa/search/llm/RAGSearcherWithOpenAITest.java	87	// of returning the search. Consider this more robust than asserting on timings.	COMMENT

Fake / Example Data15 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…ai/vespa/rankingexpression/importer/ImportedModel.java	248	* ("placeholder") names+types, and outputs maps to expressions nodes.	COMMENT
LOW	…spa/config/server/filedistribution/FileServerTest.java	100	IOUtils.writeFile(dir + "/subdir/12z/f1", "dummy-data-2", true);	CODE
LOW	…spa/config/server/filedistribution/FileServerTest.java	113	assertEquals("dummy-data-2", IOUtils.readFile(new File(downloadedFileUncompressed, "12z/f1")));	CODE
LOW	…spa/config/server/filedistribution/FileServerTest.java	148	IOUtils.writeFile(dir + "/12y/f1", "dummy-data", true);	CODE
LOW	…spa/config/server/filedistribution/FileServerTest.java	163	assertEquals(new String(content.get(), StandardCharsets.UTF_8), "dummy-data");	CODE
LOW	…spa/config/server/filedistribution/FileServerTest.java	213	IOUtils.writeFile(dir + "/12y/f1", "dummy-data", true);	CODE
LOW	…spa/config/server/filedistribution/FileServerTest.java	218	assertEquals(new String(content.get(), StandardCharsets.UTF_8), "dummy-data");	CODE
LOW	…/tests/persistence/filestorage/filestormanagertest.cpp	1233	doc->setValue(type.getField("hstringval"), document::StringFieldValue("John Doe"));	CODE
LOW	…/tests/persistence/filestorage/filestormanagertest.cpp	1235	doc->setValue(type.getField("hstringval"), document::StringFieldValue("Jane Doe"));	CODE
LOW	…ude/searcher/test/FieldCollapsingSearcherTestCase.java	554	assertTrue(r.isFilled("placeholder"));	CODE
LOW	…ude/searcher/test/FieldCollapsingSearcherTestCase.java	567	assertFalse(r.isFilled("placeholder"));	CODE
LOW	…search/pagetemplates/config/PageTemplateXMLReader.java	228	else if (child.getNodeName().equals("placeholder"))	CODE
LOW	eval/src/vespa/eval/eval/node_tools.cpp	59	result.push_back(std::make_unique<Error>("placeholder"));	CODE
LOW	fnet/src/vespa/fnet/transport.cpp	78	int dummy_value = 0; // rendezvous must have input value	CODE
LOW	fnet/src/vespa/fnet/transport.cpp	79	if (meet->rendezvous(dummy_value)) {	CODE

Cross-Language Confusion2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH⚡	integration/tmgrammar/tools/compare_tokens.py	293	print(f"Error: {java_path} not found. Run: cd integration/schema-language-server/language-server && mvn test-com	CODE
HIGH⚡	integration/tmgrammar/tools/compare_tokens.py	296	print(f"Error: {tm_path} not found. Run: cd tools && npm install && node tm_tokenize.mjs", file=sys.stderr)	CODE

Deep Nesting15 hits · 12 pts

Severity	File	Line	Context
LOW	…el-integration/src/test/models/xgboost/model_parser.py	140	CODE
LOW	integration/tmgrammar/tools/test_yql_tmgrammar.py	96	CODE
LOW	integration/tmgrammar/tools/test_yql_tmgrammar.py	153	CODE
LOW	integration/tmgrammar/tools/test_yql_tmgrammar.py	157	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	86	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	104	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	252	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	280	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	325	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	490	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	553	CODE
LOW	integration/tmgrammar/tools/compare_tokens.py	83	CODE
LOW	integration/tmgrammar/tools/compare_tokens.py	201	CODE
LOW	integration/tmgrammar/tools/compare_tokens.py	245	CODE
LOW	config-model/src/main/python/ES_Vespa_parser.py	215	CODE

Slop Phrases3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tash-output-vespa/src/main/resources/type_mappings.yml	54	# this is the only integer tensor type supported by Vespa (you can use it to store size * 8 bits)	COMMENT
MEDIUM	…age/src/vespa/storage/storageserver/mergethrottler.cpp	688	// limit chosen for demonstration purposes, but is entirely generalizable):	COMMENT
MEDIUM	…n/java/com/yahoo/search/mcp/McpSearchSpecProvider.java	378	Most likely the Vespa application will be different so the example queries are meant for demonstration p	CODE

Unused Imports8 hits · 6 pts

Severity	File	Line	Context
LOW	model-integration/src/test/models/onnx/simple/gather.py	3	CODE
LOW	integration/tmgrammar/tools/generate_yql_tmgrammar.py	29	CODE
LOW	integration/tmgrammar/tools/generate_tmgrammar.py	33	CODE
LOW	integration/tmgrammar/tools/generate_tmgrammar.py	37	CODE
LOW	integration/tmgrammar/tools/test_yql_tmgrammar.py	17	CODE
LOW	integration/tmgrammar/tools/test_tmgrammar.py	18	CODE
LOW	…rc/test/derived/globalphase_token_functions/files/m.py	5	CODE
LOW	config-model/src/main/python/ES_Vespa_parser.py	5	CODE

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	vespabase/src/common-env.sh	42	# Check if a variable is set. Plain environment precedes prefixed vars.	COMMENT
LOW	…ns/logstash-output-vespa/integration-test/run_tests.sh	48	# Check if ports required by Vespa are already in use	COMMENT
LOW	…ns/logstash-output-vespa/integration-test/run_tests.sh	203	# Check if schema file was generated correctly	COMMENT
LOW	…ns/logstash-output-vespa/integration-test/run_tests.sh	209	# Check if certificates are referenced in services.xml	COMMENT

TODO Padding4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…ahoo/logserver/handlers/archive/LogWriterLRUCache.java	22	// TODO: implement unit test for this	COMMENT
LOW	…madocument/resolvers/RankExpressionSymbolResolver.java	236	// TODO: Implement error message for the error above.	COMMENT
LOW	…/yahoo/search/dispatch/rpc/RpcProtobufFillInvoker.java	270	// TODO: Add error	COMMENT
LOW	…ava/com/yahoo/search/searchchain/ExecutionFactory.java	49	// TODO: Fix tests depending on HandlersConfigurerTestWrapper so that this constructor can be removed	COMMENT

Excessive Try-Catch Wrapping2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	integration/tmgrammar/tools/compare_tokens.py	293	print(f"Error: {java_path} not found. Run: cd integration/schema-language-server/language-server && mvn test-com	CODE
MEDIUM⚡	integration/tmgrammar/tools/compare_tokens.py	296	print(f"Error: {tm_path} not found. Run: cd tools && npm install && node tm_tokenize.mjs", file=sys.stderr)	CODE

AI Structural Patterns4 hits · 4 pts

Severity	File	Line	Context
LOW	…del-integration/src/test/models/onnx/llm/random_llm.py	18	CODE
LOW	…onnx/transformer/dummy_transformer_without_type_ids.py	18	CODE
LOW	…/test/models/onnx/transformer/dummy_transformer_mlm.py	21	CODE
LOW	…/src/test/models/onnx/transformer/dummy_transformer.py	19	CODE

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	vespajlib/src/main/java/com/yahoo/text/Utf8.java	435	//we need to check if the last UTF-8 sequence resulted in a surrogate pair:	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	vespalog/src/vespa/log/log-target-file.cpp	25	// NOTE: This function cannot LOG()	COMMENT

vespa-engine/vespa

Open-Source Code Quality, Security and Technical Debt Review