1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

78.4K

Stars

Java

Language

8.1M

Lines of Code

39.4K

Files

2.6K

Pattern Hits

2026-10-31

Scan Date

0.03

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 1.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1097 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.3/100 · LOW

Are imports declared and package/API names verified? 948 finding(s).

Agent Over-Engineering Ratio 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 638 finding(s).

PR Review Velocity Impact 7.1/100 · LOW

Which changes need focused human review? 2590 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 708HIGH 500MEDIUM 197LOW 1185

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 2590 distinct pattern matches across 19 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 Indicators708 hits · 6770 pts

Severity	File	Line	Snippet	Context
CRITICAL	.libra/specialists/gradle-build-logic.md	62	- Log through Gradle logging (`org.gradle.api.logging.Logging.getLogger(...)`). Do not use `System.out`, `System.err`, o	CODE
CRITICAL	…icsearch/indices/analysis/AnalysisFactoryTestCase.java	302	org.apache.lucene.analysis.TokenizerFactory.availableTokenizers()	CODE
CRITICAL	…icsearch/indices/analysis/AnalysisFactoryTestCase.java	314	org.apache.lucene.analysis.CharFilterFactory.availableCharFilters()	CODE
CRITICAL	…icsearch/indices/analysis/AnalysisFactoryTestCase.java	326	org.apache.lucene.analysis.TokenFilterFactory.availableTokenFilters()	CODE
CRITICAL	…src/main/java/org/elasticsearch/test/StreamsUtils.java	29	return org.elasticsearch.common.io.Streams.copyToString(new InputStreamReader(is, StandardCharsets.UTF_8));	CODE
CRITICAL	…src/main/java/org/elasticsearch/test/StreamsUtils.java	37	return org.elasticsearch.common.io.Streams.copyToString(new InputStreamReader(is, StandardCharsets.UTF_8));	CODE
CRITICAL	…/plugin/analysis/icu/IcuFoldingTokenFilterFactory.java	50	return new org.apache.lucene.analysis.icu.ICUNormalizer2Filter(tokenStream, normalizer);	CODE
CRITICAL	…ugin/analysis/icu/IcuNormalizerTokenFilterFactory.java	44	return new org.apache.lucene.analysis.icu.ICUNormalizer2Filter(tokenStream, normalizer);	CODE
CRITICAL	…rg/elasticsearch/cli/keystore/ShowKeyStoreCommand.java	57	final BytesReference bytes = org.elasticsearch.common.io.Streams.readFully(input);	CODE
CRITICAL	…verify_version_constants/VerifyVersionConstantsIT.java	45	org.apache.lucene.util.Version luceneVersion = org.apache.lucene.util.Version.parse(luceneVersionString);	CODE
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	306	// at org.apache.lucene.index.IndexWriter.doWait(IndexWriter.java:5531)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	307	// at org.apache.lucene.index.IndexWriter.abortMerges(IndexWriter.java:2733)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	308	// at org.apache.lucene.index.IndexWriter.rollbackInternalNoCommi(IndexWriter.java:2488)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	309	// at org.apache.lucene.index.IndexWriter.rollbackInternal(IndexWriter.java:2457)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	311	// at org.apache.lucene.index.IndexWriter.maybeCloseOnTragicEvent(IndexWriter.java:5765)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	312	// at org.apache.lucene.index.IndexWriter.tragicEvent(IndexWriter.java:5755)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	313	// at org.apache.lucene.index.IndexWriter.merge(IndexWriter.java:4780)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	316	// at org.elasticsearch.index.engine.ThreadPoolMergeScheduler.doMerge(ThreadPoolMergeScheduler.java:347)	COMMENT
CRITICAL⚡	…org/elasticsearch/index/engine/MergeWithFailureIT.java	318	// at org.elasticsearch.index.engine.ThreadPoolMergeExecutorService.runMergeTask(ThreadPoolMergeExecutorService.	COMMENT
CRITICAL	…h/indices/recovery/PeerRecoveryTargetServiceTests.java	817	String writtenBy = org.apache.lucene.util.Version.LATEST.toString();	CODE
CRITICAL	…earch/indices/recovery/RecoverySourceHandlerTests.java	1784	org.apache.lucene.util.Version.LATEST.toString()	CODE
CRITICAL	…ch/search/suggest/CompletionSuggestionOptionTests.java	49	(map, value) -> map.put(Suggest.Suggestion.Entry.Option.TEXT.getPreferredName(), value),	CODE
CRITICAL	…ch/search/suggest/CompletionSuggestionOptionTests.java	53	(map, value) -> map.put(Suggest.Suggestion.Entry.Option.SCORE.getPreferredName(), value),	CODE
CRITICAL	…ch/search/suggest/CompletionSuggestionOptionTests.java	82	Text text = new Text((String) values.get(Suggest.Suggestion.Entry.Option.TEXT.getPreferredName()));	CODE
CRITICAL	…ch/search/suggest/CompletionSuggestionOptionTests.java	83	Float score = (Float) values.get(Suggest.Suggestion.Entry.Option.SCORE.getPreferredName());	CODE
CRITICAL	…ch/fetch/subphase/highlight/PlainHighlighterTests.java	37	org.apache.lucene.search.highlight.Highlighter highlighter = new org.apache.lucene.search.highlight.Highlighter(	CODE
CRITICAL⚡	…a/org/elasticsearch/common/logging/JULBridgeTests.java	108	assertMessage("above severe", julLevel(java.util.logging.Level.SEVERE.intValue() + 1), Level.ERROR);	CODE
CRITICAL⚡	…a/org/elasticsearch/common/logging/JULBridgeTests.java	109	assertMessage("above warning", julLevel(java.util.logging.Level.WARNING.intValue() + 1), Level.WARN);	CODE
CRITICAL⚡	…a/org/elasticsearch/common/logging/JULBridgeTests.java	110	assertMessage("above info", julLevel(java.util.logging.Level.INFO.intValue() + 1), Level.INFO);	CODE
CRITICAL⚡	…a/org/elasticsearch/common/logging/JULBridgeTests.java	111	assertMessage("above fine", julLevel(java.util.logging.Level.FINE.intValue() + 1), Level.DEBUG);	CODE
CRITICAL⚡	…a/org/elasticsearch/common/logging/JULBridgeTests.java	112	assertMessage("above finest", julLevel(java.util.logging.Level.FINEST.intValue() + 1), Level.TRACE);	CODE
CRITICAL	…rch/index/codec/tsdb/ES87TSDBDocValuesFormatTests.java	287	IndexVersion.current().luceneVersion().onOrAfter(org.apache.lucene.util.Version.fromBits(10, 5, 0))	CODE
CRITICAL	…/ES87TSDBDocValuesFormatVariableSkipIntervalTests.java	214	IndexVersion.current().luceneVersion().onOrAfter(org.apache.lucene.util.Version.fromBits(10, 5, 0))	CODE
CRITICAL	…s/diskbbq/next/ESNextRescoreOversampleTestFixture.java	456	org.apache.lucene.util.VectorUtil.l2normalize(v);	CODE
CRITICAL	…/elasticsearch/index/mapper/KeywordFieldTypeTests.java	1001	return new org.apache.lucene.analysis.core.LowerCaseFilter(tokenStream);	CODE
CRITICAL	…arch/index/query/functionscore/FunctionScoreTests.java	700	for (org.apache.lucene.search.ScoreMode scoreMode : org.apache.lucene.search.ScoreMode.values()) {	CODE
CRITICAL	…earch/indices/analysis/wrappers/StableApiWrappers.java	156	return org.elasticsearch.index.analysis.AnalysisMode.valueOf(analysisMode.name());	CODE
CRITICAL	…ch/search/suggest/completion/CompletionSuggestion.java	267	// org.elasticsearch.search.suggest.completion.CompletionSuggestion.reduce()	COMMENT
CRITICAL	…/search/fetch/subphase/highlight/PlainHighlighter.java	98	entry = new org.apache.lucene.search.highlight.Highlighter(formatter, encoder, queryScorer);	CODE
CRITICAL	…ch/fetch/subphase/highlight/FastVectorHighlighter.java	136	cache.fvh = new org.apache.lucene.search.vectorhighlight.FastVectorHighlighter();	CODE
CRITICAL	…ch/aggregations/metrics/TopHitsAggregationBuilder.java	531	new org.elasticsearch.search.fetch.subphase.ScriptFieldsContext.ScriptField(	CODE
CRITICAL	…h/search/aggregations/bucket/geogrid/CellIdSource.java	59	final GeoPointValues values = org.elasticsearch.index.fielddata.FieldData.unwrapSingleton(multiGeoPointValues);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	124	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(bytes);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	156	return org.elasticsearch.index.fielddata.FieldData.emptySortedBinary();	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	173	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(ordinals);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	450	return org.elasticsearch.index.fielddata.FieldData.emptySortedNumericDoubles();	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	455	return org.elasticsearch.index.fielddata.FieldData.emptySortedBinary();	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	500	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(values);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	503	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(values);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	702	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(bytes);	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	731	return org.elasticsearch.index.fielddata.FieldData.emptySortedBinary();	CODE
CRITICAL	…icsearch/search/aggregations/support/ValuesSource.java	739	return org.elasticsearch.index.fielddata.FieldData.docsWithValue(geoPoints);	CODE
CRITICAL⚡	…a/org/elasticsearch/common/time/DateUtilsRounding.java	29	* - org.joda.time.chrono.GregorianChronology.calculateFirstDayOfYearMillis(int year)	COMMENT
CRITICAL⚡	…a/org/elasticsearch/common/time/DateUtilsRounding.java	30	* - org.joda.time.chrono.BasicChronology.getYear(int year)	COMMENT
CRITICAL⚡	…a/org/elasticsearch/common/time/DateUtilsRounding.java	31	* - org.joda.time.chrono.BasicGJChronology.getMonthOfYear(long utcMillis, int year)	COMMENT
CRITICAL⚡	…a/org/elasticsearch/common/time/DateUtilsRounding.java	32	* - org.joda.time.chrono.BasicGJChronology.getTotalMillisByYearMonth(int year, int month)	COMMENT
CRITICAL	…c/main/java/org/elasticsearch/action/ActionModule.java	1012	registerHandler.accept(new org.elasticsearch.rest.action.cat.RestCountAction(crossProjectModeDecider));	CODE
CRITICAL	…c/main/java/org/elasticsearch/action/ActionModule.java	1016	registerHandler.accept(new org.elasticsearch.rest.action.cat.RestPendingClusterTasksAction());	CODE
CRITICAL	…arch/action/admin/cluster/stats/ClusterStatsNodes.java	288	this.mem = new org.elasticsearch.monitor.os.OsStats.Mem(totalMemory, adjustedTotalMemory, freeMemory);	CODE
CRITICAL	…atastreams/lifecycle/GetDataStreamLifecycleAction.java	213	org.elasticsearch.cluster.metadata.DataStreamLifecycle.addEffectiveRetentionParams(params),	CODE
648 more matches not shown…

Cross-File Repetition487 hits · 2435 pts

Severity	File	Line	Snippet	Context
HIGH	…ticsearch/test/compiler/InMemoryJavaCompilerTests.java	0	* package p; * public class foo implements java.util.function.supplier<string> { * @override public string get() { * ret	STRING
HIGH	…/elasticsearch/test/compiler/InMemoryJavaCompiler.java	0	* package p; * public class foo implements java.util.function.supplier<string> { * @override public string get() { * ret	STRING
HIGH	…csearch/gradle/internal/test/InMemoryJavaCompiler.java	0	* package p; * public class foo implements java.util.function.supplier<string> { * @override public string get() { * ret	STRING
HIGH	…/elasticsearch/multiproject/MultiProjectRestartIT.java	0	{ "template": { "settings": { "number_of_shards": 1, "number_of_replicas": 0 } } }	STRING
HIGH	…ch/xpack/security/ReindexRelocationWithSecurityIT.java	0	{ "template": { "settings": { "number_of_shards": 1, "number_of_replicas": 0 } } }	STRING
HIGH	…/lifecycle/DataStreamLifecyclePermissionsTestCase.java	0	{ "template": { "settings": { "number_of_shards": 1, "number_of_replicas": 0 } } }	STRING
HIGH	…ticsearch/upgrades/FullClusterRestartDownsampleIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "time	STRING
HIGH	…Test/java/org/elasticsearch/upgrades/DownsampleIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "time	STRING
HIGH	…lasticsearch/xpack/ilm/actions/DownsampleActionIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "time	STRING
HIGH	…ticsearch/upgrades/FullClusterRestartDownsampleIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "mode	STRING
HIGH	…Test/java/org/elasticsearch/upgrades/DownsampleIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "mode	STRING
HIGH	…a/org/elasticsearch/xpack/ilm/CCRIndexLifecycleIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "mode	STRING
HIGH	…lasticsearch/xpack/ilm/actions/DownsampleActionIT.java	0	{ "index_patterns": ["%s*"], "template": { "settings":{ "index": { "number_of_replicas": 0, "number_of_shards": 1, "mode	STRING
HIGH	…/upgrades/tsdb/TimeSeriesES95FullClusterRestartIT.java	0	{ "size": %s, "_source": false, "sort": [{ "@timestamp": "desc" }], "docvalue_fields": ["gauge", "hostname"] }	STRING
HIGH	…ticsearch/upgrades/TimeSeriesES95RollingUpgradeIT.java	0	{ "size": %s, "_source": false, "sort": [{ "@timestamp": "desc" }], "docvalue_fields": ["gauge", "hostname"] }	STRING
HIGH	…rch/datastreams/TsdbES95DataStreamLifecycleRestIT.java	0	{ "size": %s, "_source": false, "sort": [{ "@timestamp": "desc" }], "docvalue_fields": ["gauge", "hostname"] }	STRING
HIGH	…/upgrades/tsdb/TimeSeriesES95FullClusterRestartIT.java	0	{ "size": 0, "track_total_hits": true, "query": { "term": { "hostname": "%s" } } }	STRING
HIGH	…ticsearch/upgrades/TimeSeriesES95RollingUpgradeIT.java	0	{ "size": 0, "track_total_hits": true, "query": { "term": { "hostname": "%s" } } }	STRING
HIGH	…rch/datastreams/TsdbES95DataStreamLifecycleRestIT.java	0	{ "size": 0, "track_total_hits": true, "query": { "term": { "hostname": "%s" } } }	STRING
HIGH	…/upgrades/tsdb/TimeSeriesES95FullClusterRestartIT.java	0	{ "size": 0, "aggs": { "gauge_sum": { "sum": { "field": "gauge" } } } }	STRING
HIGH	…ticsearch/upgrades/TimeSeriesES95RollingUpgradeIT.java	0	{ "size": 0, "aggs": { "gauge_sum": { "sum": { "field": "gauge" } } } }	STRING
HIGH	…rch/datastreams/TsdbES95DataStreamLifecycleRestIT.java	0	{ "size": 0, "aggs": { "gauge_sum": { "sum": { "field": "gauge" } } } }	STRING
HIGH	…asticsearch/indices/template/ComposableTemplateIT.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…elasticsearch/xpack/esql/qa/rest/RestEsqlTestCase.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…ack/stateless/cluster/metadata/CreateIndexLimitIT.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…cluster/metadata/ProjectMetadataRamBytesUsedTests.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…h/cluster/metadata/IndexMetadataRamBytesUsedTests.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…r/metadata/IndexTemplateMetadataRamBytesUsedTests.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…uster/metadata/IndexMetadataRamBytesUsedBenchmark.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…ateless/memory/StatelessMemoryMetricsServiceTests.java	0	{ "_doc": { "properties": { "field": { "type": "keyword" } } } }	STRING
HIGH	…va/org/elasticsearch/search/scroll/SearchScrollIT.java	0	{"properties":{"created_date":{"type": "date", "format": "yyyy-mm-dd"}}}	STRING
HIGH	…org/elasticsearch/action/search/TransportSearchIT.java	0	{"properties":{"created_date":{"type": "date", "format": "yyyy-mm-dd"}}}	STRING
HIGH	…ava/org/elasticsearch/action/search/PointInTimeIT.java	0	{"properties":{"created_date":{"type": "date", "format": "yyyy-mm-dd"}}}	STRING
HIGH	…h/xpack/searchablesnapshots/RetrySearchIntegTests.java	0	{"properties":{"created_date":{"type": "date", "format": "yyyy-mm-dd"}}}	STRING
HIGH	…/org/elasticsearch/search/query/IntervalQueriesIT.java	0	{ "_doc" : { "properties" : { "text" : { "type" : "text" } }}}	STRING
HIGH	…/subphase/highlight/CustomUnifiedHighlighterTests.java	0	{ "_doc" : { "properties" : { "text" : { "type" : "text" } }}}	STRING
HIGH	…ch/fetch/subphase/highlight/PlainHighlighterTests.java	0	{ "_doc" : { "properties" : { "text" : { "type" : "text" } }}}	STRING
HIGH	…ch/action/bulk/OperationsOnSeqNoDisabledIndicesIT.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…index/reindex/BulkByPaginatedSearchSeqNoSettingIT.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…g/elasticsearch/xpack/slm/SnapshotLifecycleRestIT.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…elasticsearch/xpack/esql/qa/rest/RestEsqlTestCase.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…xpack/logsdb/LogsdbIndexModeSettingsProviderTests.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…ava/org/elasticsearch/indices/IndicesServiceTests.java	0	{ "_doc":{ "properties": { "@timestamp": { "type": "date" } } } }	STRING
HIGH	…va/org/elasticsearch/readiness/ReadinessClusterIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": { "cluster_settings": { "indices.recovery.max_byte	STRING
HIGH	…earch/reservedstate/service/FileSettingsServiceIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": { "cluster_settings": { "indices.recovery.max_byte	STRING
HIGH	…/reservedstate/service/SnapshotsAndFileSettingsIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": { "cluster_settings": { "indices.recovery.max_byte	STRING
HIGH	…earch/reservedstate/service/FileSettingsServiceIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": {} }	STRING
HIGH	…/reservedstate/service/SnapshotsAndFileSettingsIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": {} }	STRING
HIGH	…y/support/CleanupRoleMappingDuplicatesMigrationIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": {} }	STRING
HIGH	…less/settings/secure/ClusterSecretsFileSettingsIT.java	0	{ "metadata": { "version": "%s", "compatibility": "8.4.0" }, "state": {} }	STRING
HIGH	…sticsearch/rest/action/document/RestIndexActionIT.java	0	{ "settings": { "index.slice.enabled": true, "number_of_shards": 1 } }	STRING
HIGH	…arch/script/mustache/SearchTemplateSliceSupportIT.java	0	{ "settings": { "index.slice.enabled": true, "number_of_shards": 1 } }	STRING
HIGH	…arch/xpack/fleet/action/FleetSearchSliceSupportIT.java	0	{ "settings": { "index.slice.enabled": true, "number_of_shards": 1 } }	STRING
HIGH	…a/org/elasticsearch/escf/EscfEncoderSimdJsonTests.java	0	{"user":{"name":"alice","age":30},"status":"active"}	STRING
HIGH	…t/java/org/elasticsearch/escf/EscfEncoderMapTests.java	0	{"user":{"name":"alice","age":30},"status":"active"}	STRING
HIGH	…test/java/org/elasticsearch/escf/EscfEncoderTests.java	0	{"user":{"name":"alice","age":30},"status":"active"}	STRING
HIGH	…/org/elasticsearch/search/suggest/SuggestionTests.java	0	{ "suggest": { "suggestionname": [ { "text": "entrytext", "offset": 42, "length": 313, "options": [ { "text": "sometext"	STRING
HIGH	…elasticsearch/search/suggest/SuggestionEntryTests.java	0	{ "suggest": { "suggestionname": [ { "text": "entrytext", "offset": 42, "length": 313, "options": [ { "text": "sometext"	STRING
HIGH	…ava/org/elasticsearch/search/suggest/SuggestTests.java	0	{ "suggest": { "suggestionname": [ { "text": "entrytext", "offset": 42, "length": 313, "options": [ { "text": "sometext"	STRING
HIGH	…dex/codec/tsdb/TSDBSyntheticIdPostingsFormatTests.java	0	{ "_doc": { "properties": { "@timestamp": { "type": "date" }, "hostname": { "type": "keyword", "time_series_dimension":	STRING
427 more matches not shown…

Over-Commented Block602 hits · 588 pts

Severity	File	Line	Snippet	Context
LOW	muted-tests.yml	21	method: testStopLookback_forceTrue_closeJobFalse	COMMENT
LOW	muted-tests.yml	41	#	COMMENT
LOW	…rnal/src/main/resources/external-changelog-sources.yml	1	# External repositories whose changelog entries should be merged into the	COMMENT
LOW	…nal/src/main/resources/forbidden/third-party-audit.txt	1	# Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one	COMMENT
LOW	…nal/src/main/resources/forbidden/third-party-audit.txt	21	# // ...	COMMENT
LOW	…earch/gradle/internal/ElasticsearchJavaBasePlugin.java	141	project.getNormalization().getRuntimeClasspath().ignore("META-INF/MANIFEST.MF");	COMMENT
LOW	…l/dependencies/rules/ComponentMetadataRulesPlugin.java	221	// use 2.7.7_5.	COMMENT
LOW	…l/dependencies/rules/ComponentMetadataRulesPlugin.java	261	// org.apache.directory.server:apacheds-kerberos-codec brings in org.apache.directory.api:api-asn1-api:1.0.0. We	COMMENT
LOW	…l/dependencies/rules/ComponentMetadataRulesPlugin.java	381	// org.apache.tika:tika-parser-microsoft-module brings in org.bouncycastle:bcprov-jdk18on:1.81. We use 1.86.	COMMENT
LOW	…rch/gradle/internal/precommit/ThirdPartyAuditTask.java	321	FileTree jarFiles = archiveOperations.zipTree(jar);	COMMENT
LOW	.ci/scripts/check-esql-generated-headers.sh	1	#!/bin/bash	COMMENT
LOW	…/cluster/coordination/AbstractCoordinatorTestCase.java	221	// 2. state publisher task on master	COMMENT
LOW	…icsearch/indices/analysis/AnalysisFactoryTestCase.java	181	entry("numericpayload", Void.class),	COMMENT
LOW	…/java/org/elasticsearch/common/util/MockBigArrays.java	61	/// - [BigArrays] calls `recycler.bytePage()` / `objectPage()` once, records the page in `MockPageCacheRecycler.ACQUIRED	COMMENT
LOW	…/test/cluster/local/DefaultSystemPropertyProvider.java	21	public Map<String, String> get(LocalClusterSpec.LocalNodeSpec nodeSpec) {	COMMENT
LOW	plugins/analysis-ukrainian/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	plugins/analysis-phonetic/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	…icsearch/plugin/analysis/phonetic/KoelnerPhonetik.java	201	// unbounded: without a limit, split() allocates a String and array/list slot per segment before	COMMENT
LOW	plugins/analysis-nori/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	plugins/analysis-kuromoji/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	plugins/analysis-smartcn/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	plugins/analysis-stempel/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	…search/example/painlesswhitelist/example_whitelist.txt	1	#	COMMENT
LOW	plugins/analysis-icu/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	…ript/field/murmur3/org.elasticsearch.field.murmur3.txt	1	#	COMMENT
LOW	distribution/docker/src/docker/bin/docker-entrypoint.sh	1	#!/bin/bash	COMMENT
LOW	distribution/docker/src/docker/bin/docker-entrypoint.sh	21	# Run whatever command the user wanted	COMMENT
LOW	distribution/src/config/elasticsearch.yml	1	# ======================== Elasticsearch Configuration =========================	COMMENT
LOW	distribution/src/config/elasticsearch.yml	21	# Use a descriptive name for the node:	COMMENT
LOW	distribution/src/config/elasticsearch.yml	41	# Lock the memory on startup:	COMMENT
LOW	distribution/src/config/elasticsearch.yml	61	#http.port: 9200	COMMENT
LOW	distribution/src/config/elasticsearch.yml	81	#	COMMENT
LOW	qa/vector/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	server/licenses/lucene-LICENSE.txt	281	# Copyright (c) 2010, Jean-Philippe Barrette-LaPierre, <jpb@rrette.com>	COMMENT
LOW	…java/org/elasticsearch/snapshots/RestoringShardIT.java	321	UnavailableShardsException.class,	COMMENT
LOW	…org/elasticsearch/index/engine/MergeWithFailureIT.java	301	//	COMMENT
LOW	…/heappressure/QueryCacheDenseClauseHeapPressureIT.java	41	/// tens of millions of documents, each search holding about 330 MB of bitsets on a 2 GB heap. Reproducing it takes four	COMMENT
LOW	…asticsearch/cluster/coordination/CoordinatorTests.java	1481		COMMENT
LOW	…/allocation/allocator/DesiredBalanceComputerTests.java	2001	/// [DesiredBalanceComputer#maybeSimulateAlreadyStartedShards] accounts for shard movements that have occurred since	COMMENT
LOW	…luster/metadata/MetadataIndexTemplateServiceTests.java	1161		COMMENT
LOW	…luster/metadata/MetadataIndexTemplateServiceTests.java	1261		COMMENT
LOW	…luster/metadata/MetadataIndexTemplateServiceTests.java	1301	.downsamplingMethod(ResettableValue.reset())	COMMENT
LOW	…icsearch/action/bulk/ShardBatchMapperResolveTests.java	221	// b.startObject("runtime");	COMMENT
LOW	…est/java/org/elasticsearch/index/VersionTypeTests.java	41	assertTrue(VersionType.INTERNAL.isVersionConflictForWrites(9, 10, randomBoolean()));	COMMENT
LOW	…codec/vectors/ash/AsymmetricHashingQuantizerTests.java	321	assertThat(quantizer.nDims(2046), equalTo(1023));	COMMENT
LOW	…csearch/gateway/PersistedClusterStateServiceTests.java	1461	// size of a write to add index metadata. So while each index metadata write will add one segment, it wi	COMMENT
LOW	…rg/elasticsearch/cluster/ClusterStateTaskListener.java	21	/// Tasks may themselves fail during execution, either by throwing an exception rather than returning an updated [Cl	COMMENT
LOW	…rg/elasticsearch/cluster/ClusterStateTaskListener.java	41	/// successfully but the publication of the resulting [ClusterState] failed. In that case this callback is completed	COMMENT
LOW	…g/elasticsearch/cluster/health/ClusterShardHealth.java	161	out.writeVInt(relocatingShards);	COMMENT
LOW	…va/org/elasticsearch/cluster/routing/ShardRouting.java	41		COMMENT
LOW	…va/org/elasticsearch/cluster/routing/ShardRouting.java	61		COMMENT
LOW	…ting/allocation/RecoveryDirectCancellationService.java	61	/// - Desired-balance cancellations ([cancelUndesiredRecoveries]): when the desired balance changes and an	COMMENT
LOW	…ting/allocation/RecoveryDirectCancellationService.java	201	final boolean newMaster = event.previousState().nodes().isLocalNodeElectedMaster() == false;	COMMENT
LOW	…ting/allocation/allocator/BalancedShardsAllocator.java	601	// assigned to, then there is no way moving the shard to the node with the worse weight	COMMENT
LOW	…asticsearch/cluster/metadata/IndexReshardingState.java	101		COMMENT
LOW	…rg/elasticsearch/indices/IndexingMemoryController.java	501	indexingBuffer,	COMMENT
LOW	…dices/recovery/DataNodeRecoveryThrottlingSettings.java	21	import java.util.function.Consumer;	COMMENT
LOW	…dices/recovery/DataNodeRecoveryThrottlingSettings.java	41	/// ## Target (incoming) side	COMMENT
LOW	…dices/recovery/DataNodeRecoveryThrottlingSettings.java	61	/// The combination of [#INDICES_RECOVERY_MAX_CONCURRENT_OUTGOING_RECOVERIES_SETTING] and	COMMENT
LOW	…dices/recovery/DataNodeRecoveryThrottlingSettings.java	81	/// [#INDICES_RECOVERY_MAX_CONCURRENT_INCOMING_RECOVERIES_PER_HEAP_GB_SETTING] when applicable (see [#appliesIncomin	COMMENT
542 more matches not shown…

Fake / Example Data233 hits · 250 pts

Severity	File	Line	Snippet	Context
LOW	…lasticsearch/common/xcontent/support/sample_no_pr.json	12	"name" : "John Doe",	CODE
LOW	…rch/common/xcontent/support/sample_no_title_pages.json	11	"name" : "John Doe",	CODE
LOW	…ticsearch/common/xcontent/support/sample_no_title.json	12	"name" : "John Doe",	CODE
LOW	…ommon/xcontent/support/sample_no_properties_names.json	13	"name" : "John Doe",	CODE
LOW	…on/xcontent/support/sample_no_properties_en_names.json	13	"name" : "John Doe",	CODE
LOW	…csearch/common/xcontent/support/sample_just_names.json	4	"name" : "John Doe"	CODE
LOW	…sticsearch/common/xcontent/support/sample_no_tags.json	9	"name" : "John Doe",	CODE
LOW	…/org/elasticsearch/common/xcontent/support/sample.json	13	"name" : "John Doe",	CODE
LOW	…earch/common/xcontent/support/sample_just_authors.json	4	"name" : "John Doe",	CODE
LOW	…t/support/sample_no_properties_distributors_names.json	13	"name" : "John Doe",	CODE
LOW	…ommon/xcontent/support/sample_no_authors_lastname.json	13	"name" : "John Doe",	CODE
LOW	…rch/xpack/esql/heap_attack/HeapAttackLookupJoinIT.java	227	str.append("Lorem ipsum dolor sit amet, consectetur adipiscing elit.");	CODE
LOW	…rch/xpack/esql/heap_attack/HeapAttackLookupJoinIT.java	227	str.append("Lorem ipsum dolor sit amet, consectetur adipiscing elit.");	CODE
LOW	…/org/elasticsearch/test/rest/yaml/ObjectPathTests.java	270	stash.stashValue("placeholder", "elements");	CODE
LOW⚡	…/org/elasticsearch/test/rest/yaml/ObjectPathTests.java	284	stash.stashValue("placeholder", "ele");	CODE
LOW⚡	…/org/elasticsearch/test/rest/yaml/ObjectPathTests.java	290	stash.stashValue("placeholder", "le");	CODE
LOW⚡	…/org/elasticsearch/test/rest/yaml/ObjectPathTests.java	296	stash.stashValue("placeholder", "le");	CODE
LOW⚡	…ces/rest-api-spec/test/custom-suggester/20_suggest.yml	51	- match: { suggest.test.0.dummy: entry-dummy-value }	CODE
LOW⚡	…ces/rest-api-spec/test/custom-suggester/20_suggest.yml	53	- match: { suggest.test.0.options.0.dummy: option-dummy-value-1 }	CODE
LOW⚡	…ces/rest-api-spec/test/custom-suggester/20_suggest.yml	55	- match: { suggest.test.0.options.1.dummy: option-dummy-value-2 }	CODE
LOW⚡	…ticsearch/example/customsuggester/CustomSuggester.java	38	CustomSuggestion.Entry.Option option12 = new CustomSuggestion.Entry.Option(new Text(firstOption), 0.9f, "option-	CODE
LOW⚡	…ticsearch/example/customsuggester/CustomSuggester.java	43	CustomSuggestion.Entry.Option option123 = new CustomSuggestion.Entry.Option(new Text(secondOption), 0.8f, "optio	CODE
LOW⚡	…ticsearch/example/customsuggester/CustomSuggester.java	53	CustomSuggestion response = new CustomSuggestion(name, suggestion.getSize(), "suggestion-dummy-value");	CODE
LOW⚡	…ticsearch/example/customsuggester/CustomSuggester.java	54	CustomSuggestion.Entry entry = new CustomSuggestion.Entry(new Text(text), 0, text.length(), "entry-dummy-value")	CODE
LOW	…t/java/org/elasticsearch/test/knn/KnnIndexerTests.java	33	Document document = factory.createDocument(new StringField("placeholder", "value", Field.Store.NO), 0);	CODE
LOW	…t/java/org/elasticsearch/test/knn/KnnIndexerTests.java	49	Document document = factory.createDocument(new StringField("placeholder", "value", Field.Store.NO), 0);	CODE
LOW	…sticsearch/search/fetch/subphase/MatchedQueriesIT.java	289	prepareIndex("test").setId("1").setSource("content", "Lorem ipsum dolor sit amet").get();	CODE
LOW	…sticsearch/search/fetch/subphase/MatchedQueriesIT.java	289	prepareIndex("test").setId("1").setSource("content", "Lorem ipsum dolor sit amet").get();	CODE
LOW	…sticsearch/search/fetch/subphase/MatchedQueriesIT.java	326	prepareIndex("test").setId("1").setSource("content", "Lorem ipsum dolor sit amet").get();	CODE
LOW	…sticsearch/search/fetch/subphase/MatchedQueriesIT.java	326	prepareIndex("test").setId("1").setSource("content", "Lorem ipsum dolor sit amet").get();	CODE
LOW	…cluster/coordination/ClusterBootstrapServiceTests.java	193	assertThat(vc.getNodeIds(), not(hasItem(containsString("placeholder"))));	CODE
LOW	…icsearch/indices/TimestampFieldMapperServiceTests.java	105	"dummy_value"	CODE
LOW	…ticsearch/transport/Lz4TransportDecompressorTests.java	197	final byte[] literals = "Lorem ipsum".getBytes(StandardCharsets.US_ASCII);	CODE
LOW	…ticsearch/transport/Lz4TransportDecompressorTests.java	198	final byte[] trailingBytes = "dolor sit amet consectetur adipiscing elit sed do eiusmod tempor".getBytes(Standar	CODE
LOW	…ch/fetch/subphase/highlight/PlainHighlighterTests.java	53	"Lorem Ipsum string Generator that helps to create dummy text for all layout needs.",	CODE
LOW	…ch/fetch/subphase/highlight/PlainHighlighterTests.java	69	"Lorem Ipsum <em>string</em> Generator that helps to create"	STRING
LOW	…ch/fetch/subphase/highlight/PlainHighlighterTests.java	83	"Lorem Ipsum <em>string</em> <em>Generator</em> that helps to create",	STRING
LOW	…aggregations/pipeline/BucketScriptAggregatorTests.java	75	FiltersAggregationBuilder filters = new FiltersAggregationBuilder("placeholder", new MatchAllQueryBuilder()).sub	CODE
LOW	…aggregations/pipeline/BucketScriptAggregatorTests.java	111	FilterAggregationBuilder filter = new FilterAggregationBuilder("placeholder", new MatchAllQueryBuilder()).subAgg	CODE
LOW	…ch/action/admin/indices/resolve/ResolveIndexTests.java	579	"dummy_value"	CODE
LOW	…/index/mapper/flattened/FlattenedFieldMapperTests.java	947	b.field("null_value", "placeholder");	CODE
LOW	…/index/mapper/flattened/FlattenedFieldMapperTests.java	962	assertEquals(new BytesRef("placeholder"), otherFields.get(0).binaryValue());	CODE
LOW	…/index/mapper/flattened/FlattenedFieldMapperTests.java	963	assertEquals(new BytesRef("placeholder"), otherFields.get(1).binaryValue());	CODE
LOW	…/index/mapper/flattened/FlattenedFieldParserTests.java	440	"placeholder",	CODE
LOW	…/index/mapper/flattened/FlattenedFieldParserTests.java	459	assertEquals(new BytesRef("placeholder"), field.binaryValue());	CODE
LOW⚡	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	68	var fooValue = nameValue("foo", "lorem ipsum");	CODE
LOW⚡	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	77	var fooValue = nameValue("foo", "lorem ipsum");	CODE
LOW⚡	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	78	var barValue = nameValue("bar", "dolor sit amet");	CODE
LOW⚡	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	88	var fooValue = nameValue("foo", "lorem ipsum");	CODE
LOW⚡	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	89	var barValue = nameValue("bar", "dolor sit amet");	CODE
LOW	…/index/fieldvisitor/IgnoredSourceFieldLoaderTests.java	101	var fooValue = new IgnoredSourceFieldMapper.NameValue("parent", 7, new BytesRef("lorem ipsum"), null);	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	55	doc("foo", "lorem ipsum", "_ignored_source", "dolor sit amet"),	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	55	doc("foo", "lorem ipsum", "_ignored_source", "dolor sit amet"),	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	64	var fooValue = new IgnoredSourceFieldMapper.NameValue("foo", 0, new BytesRef("lorem ipsum"), null);	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	78	doc("_ignored_source", "lorem ipsum"),	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	81	assertThat(storedFields, hasEntry(equalTo("_ignored_source"), containsInAnyOrder(new BytesRef("lorem ips	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	87	var fooValue = new IgnoredSourceFieldMapper.NameValue("foo", 0, new BytesRef("lorem ipsum"), null);	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	88	var barValue = new IgnoredSourceFieldMapper.NameValue("bar", 0, new BytesRef("dolor sit amet"), null);	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	103	doc("_ignored_source", "lorem ipsum", "_ignored_source", "dolor sit amet"),	CODE
LOW⚡	…csearch/index/fieldvisitor/StoredFieldLoaderTests.java	103	doc("_ignored_source", "lorem ipsum", "_ignored_source", "dolor sit amet"),	CODE
173 more matches not shown…

Structural Annotation Overuse127 hits · 208 pts

Severity	File	Line	Snippet	Context
LOW	…/elasticsearch/cluster/routing/GlobalRoutingTable.java	54	// Step 1: Iterable over all ShardRouting entries in the nodes and split them by owning project-id	COMMENT
LOW	…/elasticsearch/cluster/routing/GlobalRoutingTable.java	73	// Step 2: Where necessary, build a new routing table for each project based on the shard routing	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3056	// Step 1: Set repository generation state to the next possible pending generation	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3143	// Step 2: Write new index-N blob to repository and update index.latest	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3226	// Step 3: Update CS to reflect new repository generation.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	74	// Step 1: directed diversity-pruned edges from kNN neighborhoods + immediate reverse edges.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	99	// Step 2: re-prune any node whose degree exceeded maxConn due to reverse edges.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	210	// Step 1: directed diversity-pruned edges among levelNodes.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	225	// Step 2: symmetrize — for each directed edge i→j, add reverse j→i (global ordinals).	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	237	// Step 3: re-prune any oversize node.	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	470	// Step 1: Mass-weighted seed selection — each seed is sampled proportional to	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	475	// Step 2: Capacity-constrained greedy assignment — single pass, no iteration.	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	480	// Step 3: Compute size-weighted mean centroid for each meta-cluster.	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	459	// Step 1: Read packed codes via the scorer (produces raw dot products).	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	466	// Step 2: Read corrections in SoA order (IndexInput is now past the codes, at the corrections)	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	476	// Step 3: Apply per-vector corrections and similarity conversion	COMMENT
LOW	docs/internal/SystemIndices.md	110	### Step 1: Implement `SystemIndexPlugin`	COMMENT
LOW	docs/internal/SystemIndices.md	136	### Step 2: Build a `SystemIndexDescriptor`	COMMENT
LOW	docs/internal/SystemIndices.md	177	### Step 3: Register the descriptor	COMMENT
LOW	…reference/query-languages/esql/esql-search-tutorial.md	56	## Step 1: Create an index	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	127	## Step 2: Add sample blog posts to your index [full-text-filter-tutorial-index-data]	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	145	## Step 3: Basic search operations	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	238	## Step 4: Search precision control	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	319	## Step 5: Multi-field search and query strings	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	374	## Step 6: Filtering and exact matching	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	423	## Step 7: Complex search solutions	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	459	## Step 8: Semantic search and hybrid search	STRING
LOW	…reference/query-languages/esql/esql-search-tutorial.md	577	## Step 9: Advanced AI-powered search	STRING
LOW	docs/reference/query-languages/promql/promql-grafana.md	142	### Step 1: Read the panel error [promql-grafana-troubleshooting-read-error]	COMMENT
LOW	docs/reference/query-languages/promql/promql-grafana.md	154	### Step 2: Inspect the request and response [promql-grafana-troubleshooting-inspect]	COMMENT
LOW	docs/reference/query-languages/promql/promql-grafana.md	173	### Step 3: Decide where the issue belongs [promql-grafana-troubleshooting-decide]	COMMENT
LOW	…cs/reference/query-languages/promql/promql-tutorial.md	55	## Step 0: Add sample Prometheus metrics	COMMENT
LOW	…cs/reference/query-languages/promql/promql-tutorial.md	168	## Step 1: Run basic PromQL queries with the HTTP API	COMMENT
LOW	…cs/reference/query-languages/promql/promql-tutorial.md	355	## Step 2: Process PromQL results with {{esql}} [promql-tutorial-esql]	COMMENT
LOW	…cs/reference/query-languages/promql/promql-tutorial.md	440	## Step 3: Connect Prometheus with remote write [promql-tutorial-remote-write]	COMMENT
LOW	…nce/scripting-languages/painless/painless-debugging.md	39	### Step 1: Run the failing script	COMMENT
LOW	…nce/scripting-languages/painless/painless-debugging.md	63	### Step 2: Analyze the error	STRING
LOW	…nce/scripting-languages/painless/painless-debugging.md	117	### Step 3: Use Debug.explain() to understand the problem	STRING
LOW	…nce/scripting-languages/painless/painless-debugging.md	276	### Step 4: Fix the script	STRING
LOW	…nce/scripting-languages/painless/painless-debugging.md	300	### Step 5: Verify the solution works	STRING
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	684	// Step 1: combine adjacent byte-pairs into 16-bit values: d010+d1, d210+d3, ...	COMMENT
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	690	// Step 2: combine adjacent 16-bit pairs into 32-bit values	COMMENT
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	694	// Step 3: combine into single 64-bit value	COMMENT
LOW⚡	libs/simdvec/native/src/vec/c/amd64/vec_bbq_2.cpp	208	// Step 1: reduce pairs	COMMENT
LOW⚡	libs/simdvec/native/src/vec/c/amd64/vec_bbq_2.cpp	212	// Step 2: reduce across 128-bit halves	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	515	// Step 1: find field "a"	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	526	// Step 2: walk array to index 2	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	537	// Step 3: find field "k"	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	987	// Step 1: Start our upload and upload the new contents as its unique part.	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	994	// Step 2: List all uploads that are racing to complete, and compute our position in the list. This definite	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1010	// Step 3: Ensure all other uploads in currentUploads are complete (either successfully, aborted by us o	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1015	// Step 4: Read the current register value. Note that getRegister only has read-after-write semantics bu	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1025	// Step 5: Perform the compare-and-swap by completing our upload iff the witnessed value matches the exp	COMMENT
LOW	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1039	// Step 6: Complete the listener.	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5252	// Step 1: populate the region (simulates warming — no madvise applied)	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5267	// Step 2: read from cache with madvise in the reader callback (simulates CacheFileReader.doRead).	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5319	// Step 1: populate a region and set MADV_RANDOM via the fill handler (simulates .vec file)	COMMENT
LOW⚡	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5335	// Step 2: evict the region by triggering decay and allocating a new key	COMMENT
LOW⚡	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5340	// Step 3: populate the reused region (simulates warming for .doc file — no madvise)	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5354	// Step 4: read with MADV_NORMAL in the reader callback (simulates CacheFileReader.doRead for .doc).	COMMENT
67 more matches not shown…

AI Slop Vocabulary67 hits · 197 pts

Severity	File	Line	Snippet	Context
MEDIUM	…st/rest/compat/compat/RestCompatTestTransformTask.java	484	// TODO: instead of flattening the FileTree here leverage FileTree.visit() so we can preserve folder hierarchy i	COMMENT
MEDIUM	…g/elasticsearch/test/store/MockFSDirectoryFactory.java	132	// TODO: make this test robust to virus scanner	COMMENT
MEDIUM	…atageneration/matchers/source/DynamicFieldMatcher.java	96	* We make the normalisation of double values stricter than {@link SourceTransforms#normalizeValues} to facilitate t	COMMENT
MEDIUM	…ation/allocator/DesiredBalanceReconcilerMetricsIT.java	72	ClusterRerouteUtils.reroute(client()); // ensure we leverage the latest cluster info	CODE
MEDIUM	…a/org/elasticsearch/action/bulk/IncrementalBulkIT.java	971	* Filtering by {@link IncrementalBulkService#BULK_SESSION_ACTION} is more robust than checking	COMMENT
MEDIUM	…lobstore/BlobStoreRepositoryDeleteThrottlingTests.java	52	// a time and would not fully utilize all snapshot threads. This test shows that we do neither of these things.	COMMENT
MEDIUM	…apper/RuntimeFieldSourceProviderOptimizationTests.java	75	// SourceProvider isn't kicking in. Essentially checking that optimization in	COMMENT
MEDIUM	…earch/cluster/metadata/MetadataCreateIndexService.java	632	// Essentially, all but .kibana indices, see KibanaPlugin.java.	COMMENT
MEDIUM	…earch/lucene/grouping/SinglePassGroupingCollector.java	288	// Definitely not competitive. So don't even bother to continue	COMMENT
MEDIUM	…earch/lucene/grouping/SinglePassGroupingCollector.java	291	// Definitely competitive.	COMMENT
MEDIUM	…earch/lucene/grouping/SinglePassGroupingCollector.java	381	// Definitely not competitive.	COMMENT
MEDIUM	…earch/lucene/grouping/SinglePassGroupingCollector.java	384	// Definitely competitive; set remaining comparators:	COMMENT
MEDIUM	…search/repositories/blobstore/BlobStoreRepository.java	1444	// Definitely indicates something fairly badly wrong with the repo, but not immediately fatal here:	COMMENT
MEDIUM	…ch/fetch/subphase/highlight/FastVectorHighlighter.java	196	// Essentially we just request that a fragment is built from 0 to noMatchSize using	COMMENT
MEDIUM	…odec/vectors/Lucene99ScalarQuantizedVectorsWriter.java	550	// We utilize upper & lower here to determine if the new upper and merged upper would	COMMENT
MEDIUM	…odec/vectors/Lucene99ScalarQuantizedVectorsWriter.java	609	// If we have quantization state, we can utilize that to make merging cheaper	COMMENT
MEDIUM	…earch/index/mapper/vectors/DenseVectorFieldMapper.java	3843	// By default utilize the quantized oversample if configured	COMMENT
MEDIUM	…earch/index/mapper/vectors/DenseVectorFieldMapper.java	3970	// By default utilize the quantized oversample is configured	COMMENT
MEDIUM	…g/elasticsearch/index/store/LuceneFilesExtensions.java	36	// are not mmaping them as queries that leverage positions are more costly and the decoding of postings	COMMENT
MEDIUM	…ava/org/elasticsearch/node/ShutdownPrepareService.java	47	* This class was created to extract out the logic from {@link Node#prepareForClose()} to facilitate testing.	COMMENT
MEDIUM	…search/xpack/vectortile/rest/RestVectorTileAction.java	216	// Since we have support for getLabelPosition as a runtime field, we can utilize that here by defining an im	COMMENT
MEDIUM	…h/xpack/esql/datasource/grpc/EmployeeFlightServer.java	251	// Use FlightServer.close() which provides a robust shutdown sequence:	COMMENT
MEDIUM	…earch/xpack/security/authc/saml/SamlAuthenticator.java	265	// "past now" that is now - the maximum skew we will tolerate. Essentially "if our clock is 2min fast, what time	COMMENT
MEDIUM	…earch/xpack/security/authc/saml/SamlAuthenticator.java	415	// - a "future now" that is now + the maximum skew we will tolerate. Essentially "if our clock is 2min slow, wha	COMMENT
MEDIUM	…earch/xpack/security/authc/saml/SamlAuthenticator.java	416	// - a "past now" that is now - the maximum skew we will tolerate. Essentially "if our clock is 2min fast, what	COMMENT
MEDIUM	…search/xpack/downsample/TransportDownsampleAction.java	907	// we leverage the NotCopyableOnResize setting property for downsample, because	COMMENT
MEDIUM	…xpack/esql/datasource/iceberg/IcebergTableCatalog.java	49	// A more robust implementation would check for the presence of metadata directory	COMMENT
MEDIUM	…elasticsearch/xpack/ml/integration/DatafeedJobsIT.java	910	// the code is robust to it.	COMMENT
MEDIUM	…lasticsearch/xpack/ml/aggs/changepoint/StatsTests.java	317	// asinhScale is a robust spread (IQR / 1.349). For 1..9 the IQR is 7 - 3 = 4.	COMMENT
MEDIUM	…arch/xpack/ml/aggs/changepoint/PulseDetectorTests.java	185	// robust scale inflates so they never reach the candidate list.	COMMENT
MEDIUM	…org/elasticsearch/xpack/ml/aggs/changepoint/Stats.java	37	// Silverman's rule-of-thumb bandwidth on the background, using the robust {@code min(std, IQR/1.349)}	COMMENT
MEDIUM	…org/elasticsearch/xpack/ml/aggs/changepoint/Stats.java	40	// The numerical floor used by the composite robust scale below.	COMMENT
MEDIUM	…ck/ml/aggs/changepoint/StructuralChangeClassifier.java	349	// each side's noise with a robust scale: the IQR of its first differences. First-differencing	COMMENT
MEDIUM	…ck/ml/aggs/changepoint/StructuralChangeClassifier.java	352	// This makes the value channel a robust, full-resolution backstop for a short, strong variance	COMMENT
MEDIUM	…ck/ml/aggs/changepoint/StructuralChangeClassifier.java	373	// Discount the effective sample size for the variance test. A robust IQR-of-first-differences	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	23	// Width of the local window used to fit the robust Theil-Sen boundary line that restores the first/last	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	28	// rolling-median baseline exceeds this many robust sigmas of the residual scale. Generous pre-filter; the	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	64	* 1. propose a long list of candidates whose residual exceeds {@link #PULSE_Z_THRESHOLD} robust sigmas of	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	86	// Residual signal and its robust scale. This scale is only the generous pre-filter for the candidate	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	95	// - a tie-robust movement scale from the IQR of first differences. The median estimator collapses to	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	109	// invisible to the proposer. Re-residual the boundary points against a robust Theil-Sen line over a local	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	111	// excursion the robust line ignores gets a large residual and is proposed like any interior point.	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	173	// keeps it scale-robust, so a huge spike does not mask a moderate one.	COMMENT
MEDIUM	…ticsearch/xpack/ml/aggs/changepoint/PulseDetector.java	188	// - for a dip). Floored by the robust residual scale so a baseline near zero does not blow the	COMMENT
MEDIUM	…pack/ml/aggs/changepoint/StructuralChangeDetector.java	48	// not relative to a global median. Cauchy weight scale (in robust-sigma units) with ~2.385 being	COMMENT
MEDIUM	…pack/ml/aggs/changepoint/StructuralChangeDetector.java	58	// Boundary window for the robust line used to residual the first/last WEIGHT_HALF_WINDOW points	COMMENT
MEDIUM	…pack/ml/aggs/changepoint/StructuralChangeDetector.java	366	// trends. Re-residual the boundary points against a robust (Theil-Sen) line over a local boundary	COMMENT
MEDIUM	…pack/ml/aggs/changepoint/StructuralChangeDetector.java	368	// while a spike is an outlier the robust line ignores (large residual, down-weighted).	COMMENT
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM⚡	…ts/src/javaRestTest/resources/elser_model_2.vocab.json	1	{"vocabulary": ["[PAD]", "[unused0]", "[unused1]", "[unused2]", "[unused3]", "[unused4]", "[unused5]", "[unused6]", "[un	CODE
MEDIUM	…portUpdateInferenceModelActionSecretRotationTests.java	324	// Each validator routes to exactly one of these; we stub all so the test is robust to	COMMENT
MEDIUM	…/prometheus/rest/PrometheusSeriesResponseListener.java	134	// Use xcontent for robust parsing	COMMENT
LOW	…asticsearch/xpack/esql/io/stream/PlanStreamOutput.java	49	* is slow. And so is {@link Object#equals}. So, instead we just use	COMMENT
LOW	…sql/expression/function/fulltext/FullTextFunction.java	725	// wrong if `fieldAttribute` is a subfield, e.g. `parent.child` - EsField#getName will just return `child`.	COMMENT
MEDIUM	…/xpack/esql/datasource/s3/S3DataSourcePluginTests.java	76	// A mock watcher keeps the test robust even on a host that happens to export the EKS env vars:	COMMENT
MEDIUM	…ess/cluster/coordination/BlobStoreSyncDirectoryIT.java	70	// corresponding plugins are closed. Fundamentally, they are still similar to GCS since both all three blob stor	COMMENT
7 more matches not shown…

Verbosity Indicators110 hits · 193 pts

Severity	File	Line	Snippet	Context
LOW	…earch/snapshots/DedicatedClusterSnapshotRestoreIT.java	315	// After it was marked as completed in the cluster state - we need to check if it's completed on the file sy	COMMENT
LOW	…/elasticsearch/cluster/routing/GlobalRoutingTable.java	54	// Step 1: Iterable over all ShardRouting entries in the nodes and split them by owning project-id	COMMENT
LOW	…/elasticsearch/cluster/routing/GlobalRoutingTable.java	73	// Step 2: Where necessary, build a new routing table for each project based on the shard routing	COMMENT
LOW	…arch/cluster/metadata/IndexNameExpressionResolver.java	2299	// We need to check if there was a selector present, and validate if it was allowed	COMMENT
LOW	…icsearch/persistent/PersistentTasksClusterService.java	603	// We need to check if removed nodes were running any of the tasks and reassign them	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3056	// Step 1: Set repository generation state to the next possible pending generation	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3143	// Step 2: Write new index-N blob to repository and update index.latest	COMMENT
LOW	…search/repositories/blobstore/BlobStoreRepository.java	3226	// Step 3: Update CS to reflect new repository generation.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	74	// Step 1: directed diversity-pruned edges from kNN neighborhoods + immediate reverse edges.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	99	// Step 2: re-prune any node whose degree exceeded maxConn due to reverse edges.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	210	// Step 1: directed diversity-pruned edges among levelNodes.	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	225	// Step 2: symmetrize — for each directed edge i→j, add reverse j→i (global ordinals).	COMMENT
LOW	…a/org/elasticsearch/index/codec/vectors/HnswUtils.java	237	// Step 3: re-prune any oversize node.	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	470	// Step 1: Mass-weighted seed selection — each seed is sampled proportional to	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	475	// Step 2: Capacity-constrained greedy assignment — single pass, no iteration.	COMMENT
LOW⚡	…ch/index/codec/vectors/cluster/HierarchicalKMeans.java	480	// Step 3: Compute size-weighted mean centroid for each meta-cluster.	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	459	// Step 1: Read packed codes via the scorer (produces raw dot products).	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	466	// Step 2: Read corrections in SoA order (IndexInput is now past the codes, at the corrections)	COMMENT
LOW⚡	…search/index/codec/vectors/ash/AshPostingsVisitor.java	476	// Step 3: Apply per-vector corrections and similarity conversion	COMMENT
LOW	…asticsearch/reservedstate/ActionWithReservedState.java	29	* We need to check if certain settings or entities are allowed to be modified by the master node	COMMENT
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	684	// Step 1: combine adjacent byte-pairs into 16-bit values: d010+d1, d210+d3, ...	COMMENT
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	690	// Step 2: combine adjacent 16-bit pairs into 32-bit values	COMMENT
LOW⚡	…a/org/elasticsearch/simdjson/SimdJsonDirectWalker.java	694	// Step 3: combine into single 64-bit value	COMMENT
LOW⚡	libs/simdvec/native/src/vec/c/amd64/vec_bbq_2.cpp	208	// Step 1: reduce pairs	COMMENT
LOW⚡	libs/simdvec/native/src/vec/c/amd64/vec_bbq_2.cpp	212	// Step 2: reduce across 128-bit halves	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	515	// Step 1: find field "a"	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	526	// Step 2: walk array to index 2	COMMENT
LOW	…t/provider/json/JsonXContentParserByteOffsetTests.java	537	// Step 3: find field "k"	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	987	// Step 1: Start our upload and upload the new contents as its unique part.	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	994	// Step 2: List all uploads that are racing to complete, and compute our position in the list. This definite	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1010	// Step 3: Ensure all other uploads in currentUploads are complete (either successfully, aborted by us o	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1015	// Step 4: Read the current register value. Note that getRegister only has read-after-write semantics bu	COMMENT
LOW⚡	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1025	// Step 5: Perform the compare-and-swap by completing our upload iff the witnessed value matches the exp	COMMENT
LOW	…org/elasticsearch/repositories/s3/S3BlobContainer.java	1039	// Step 6: Complete the listener.	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5252	// Step 1: populate the region (simulates warming — no madvise applied)	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5267	// Step 2: read from cache with madvise in the reader callback (simulates CacheFileReader.doRead).	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5319	// Step 1: populate a region and set MADV_RANDOM via the fill handler (simulates .vec file)	COMMENT
LOW⚡	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5335	// Step 2: evict the region by triggering decay and allocating a new key	COMMENT
LOW⚡	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5340	// Step 3: populate the reused region (simulates warming for .doc file — no madvise)	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5354	// Step 4: read with MADV_NORMAL in the reader callback (simulates CacheFileReader.doRead for .doc).	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5407	// Step 1: populate the region (simulates warming — no madvise applied)	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5422	// Step 2: use the tryRead fast path with MADV_RANDOM	COMMENT
LOW	…arch/blobcache/shared/SharedBlobCacheServiceTests.java	5433	// Step 3: verify the advice was applied by reading again via populateAndRead	COMMENT
LOW⚡	…search/xpack/watcher/WatcherLifeCycleServiceTests.java	324	// Step 1: validate() returns false (e.g. index not ready) → state driven to STOPPED	COMMENT
LOW⚡	…search/xpack/watcher/WatcherLifeCycleServiceTests.java	330	// Step 2: same routing, validate() now returns true → STOPPED→STARTING, start(CS_S).	COMMENT
LOW⚡	…search/xpack/watcher/WatcherLifeCycleServiceTests.java	338	// Step 3: replica becomes STARTED while start() is still in flight.	COMMENT
LOW⚡	…search/xpack/watcher/WatcherLifeCycleServiceTests.java	348	// Step 4: start()'s success callback fires (reloadInner completes). It must advance state	COMMENT
LOW	…sticsearch/xpack/security/authc/pki/PkiRealmTests.java	694	// Step 1: delete the CA file — onFileDeleted fires, reload fails, old TM is preserved	STRING
LOW	…sticsearch/xpack/security/authc/pki/PkiRealmTests.java	709	// Step 2: create a new file at the same path — onFileCreated fires, reload succeeds	STRING
LOW⚡	…rg/elasticsearch/xpack/ml/MlInitializationService.java	204	// Step 5: Handle errors encountered on the way.	COMMENT
LOW⚡	…rg/elasticsearch/xpack/ml/MlInitializationService.java	213	// Step 4: Extract ML internal aliases that are not hidden and make them hidden.	COMMENT
LOW	…rg/elasticsearch/xpack/ml/MlInitializationService.java	240	// Step 3: Once indices are hidden, fetch ML internal aliases to find out whether the aliases are hidden or not.	COMMENT
LOW	…rg/elasticsearch/xpack/ml/MlInitializationService.java	252	// Step 2: Extract ML internal indices that are not hidden and make them hidden.	COMMENT
LOW	…rg/elasticsearch/xpack/ml/MlInitializationService.java	273	// Step 1: Fetch ML internal indices settings to find out whether they are already hidden or not.	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	300	// Step 6: Roll over state indices	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	303	// Step 5: Roll over results indices	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	308	// Step 4: Delete expired data	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	313	// Step 3: Close idle jobs with stopped datafeeds	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	318	// Step 2: Reset jobs that are in resetting state without a task	COMMENT
LOW⚡	…/elasticsearch/xpack/ml/MlDailyMaintenanceService.java	323	// Step 1: Delete jobs that are in deleting state without a task	COMMENT
50 more matches not shown…

Decorative Section Separators58 hits · 172 pts

Severity	File	Line	Snippet	Context
MEDIUM	.buildkite/pipelines/agentic-workflow.yml	45	# ── Run archimedes ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	.buildkite/scripts/smart-retry/test-local-flow.sh	2	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.buildkite/scripts/smart-retry/test-local-flow.sh	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…/user-agent/src/test/resources/test-mobile-devices.yml	2	# ===========================	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	19	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	21	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	38	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	40	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	58	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	60	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	71	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	73	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	151	# -------------------------------------------------------------------	COMMENT
MEDIUM	…ules/user-agent/src/test/resources/test-bot-agents.yml	153	# -------------------------------------------------------------------	COMMENT
MEDIUM	…s/user-agent/src/test/resources/test-robot-devices.yml	2	# ===========================	COMMENT
MEDIUM	…/user-agent/src/test/resources/test-tablet-devices.yml	2	# ===========================	COMMENT
MEDIUM	…user-agent/src/test/resources/test-desktop-devices.yml	2	# ===========================	COMMENT
MEDIUM	…s/user-agent/src/test/resources/test-other-devices.yml	2	# ===========================	COMMENT
MEDIUM	modules/user-agent/src/main/resources/regexes.yml	2	# ===========================	COMMENT
MEDIUM	…/user-agent/src/main/resources/device_type_regexes.yml	2	# ===========================	COMMENT
MEDIUM	…/mustache/TransportMultiSearchTemplateActionTests.java	71	// ── Helper circuit breakers ──────────────────────────────────────────────	COMMENT
MEDIUM	…/mustache/TransportMultiSearchTemplateActionTests.java	244	// ── Helper factories ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…/mustache/TransportMultiSearchTemplateActionTests.java	329	// ── Tests ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rch/xpack/security/cli/certutil-http/kibana-sample.yml	11	#-------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	…rch/xpack/security/cli/certutil-http/kibana-sample.yml	21	#-------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	150	// ─── Conformance: passthrough view must agree with direct index query ────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	250	// ─── Stats view: filter on computed field must work ─────────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	296	// ─── Mixed view+index queries ────────────────────────────────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	468	// ─── Views ending in KEEP ────────────────────────────────────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	503	// ─── Views whose body already branches ───────────────────────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	626	// ─── Views vs user-written subqueries ────────────────────────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	711	// ─── Unsupported DSL construct is dropped with a warning ─────────────────────	COMMENT
MEDIUM	…asticsearch/xpack/esql/action/ViewRequestFilterIT.java	749	// ─── View + FORK ──────────────────────────────────────────────────────────────	STRING
MEDIUM	…csearch/xpack/esql/action/ViewSubqueryUnionTypeIT.java	187	// ─── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nalysis/AnalyzerUnmappedLookupJoinExpressionTests.java	39	// ── Same-side left filter (error) ─────────────────────────────────────────	COMMENT
MEDIUM	…nalysis/AnalyzerUnmappedLookupJoinExpressionTests.java	55	// ── Right-side-only filter, KEEP mapped field (succeeds) ──────────────────	COMMENT
MEDIUM	…nalysis/AnalyzerUnmappedLookupJoinExpressionTests.java	105	// ── Right-side-only filter, KEEP unmapped field (succeeds / errors) ───────	COMMENT
MEDIUM	…nalysis/AnalyzerUnmappedLookupJoinExpressionTests.java	159	// ── Cross-side comparison ─────────────────────────────────────────────────	COMMENT
MEDIUM	…nalysis/AnalyzerUnmappedLookupJoinExpressionTests.java	190	// ── Nonexistent field in ON expression (error) ────────────────────────────	COMMENT
MEDIUM	…ck/esql/optimizer/LocalPhysicalPlanOptimizerTests.java	3734	// ── date_range pushdown tests ──────────────────────────────────────────────	COMMENT
MEDIUM	…ticsearch/xpack/esql/plugin/SubPlansExecutorTests.java	778	// ── profile ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rch/xpack/esql/datasources/QueryConcurrencyBudget.java	449	// ── RowGroupScheduler ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…rch/xpack/esql/datasources/QueryConcurrencyBudget.java	535	// ── grant policy ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rch/xpack/esql/datasources/QueryConcurrencyBudget.java	741	// ── test accessors ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…k/esql/datasource/s3/qa/DatasetLocationSecurityIT.java	209	// ── Failing shapes: bucket hidden, object name visible ───────────────────────────────────	COMMENT
MEDIUM	…k/esql/datasource/s3/qa/DatasetLocationSecurityIT.java	265	// ── Profile: neither user sees the bucket name anywhere in the response ─────────────────	COMMENT
MEDIUM	…k/esql/datasource/s3/qa/DatasetLocationSecurityIT.java	346	// ── Helpers ──────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…l/datasource/s3/S3AddressingStyleInterceptorTests.java	55	// ── endpoint absent ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…l/datasource/s3/S3AddressingStyleInterceptorTests.java	73	// ── endpoint present (named host) ─────────────────────────────────────────	COMMENT
MEDIUM	…l/datasource/s3/S3AddressingStyleInterceptorTests.java	91	// ── helpers ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…k/logsdb/patterntext/PatternTextUtf8SplitterTests.java	321	// ── Zero-copy fast paths ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	89	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	110	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	112	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	149	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	151	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	206	# ===========================================================================	COMMENT
MEDIUM	build-tools/gradle-runner/test-runner.sh	208	# ===========================================================================	COMMENT

Self-Referential Comments47 hits · 140 pts

Severity	File	Line	Snippet	Context
MEDIUM	.ci/matrix-runtime-javas.yml	1	# This file is used as part of a matrix build in Jenkins where the	COMMENT
MEDIUM	.ci/matrix-runtime-javas-fips.yml	1	# This file is used as part of a matrix build in Jenkins where the	COMMENT
MEDIUM	…esources/rest-api-spec/test/multi_cluster/100_tsdb.yml	3	# Create a local tsdb index with a tsid the doesn't overlap with the remote cluster.	COMMENT
MEDIUM	…-spec/test/synonyms/91_multiple_synsets_per_filter.yml	24	# Create an index with a filter referencing both synonym sets	COMMENT
MEDIUM	…rest-api-spec/test/synonyms/80_synonyms_from_index.yml	5	# Create a new synonyms set	COMMENT
MEDIUM	…rest-api-spec/test/synonyms/80_synonyms_from_index.yml	16	# Create an index with synonym_filter that uses that synonyms set	COMMENT
MEDIUM	…t-api-spec/test/repositories/10_default_repository.yml	175	# Create a read-only repository	COMMENT
MEDIUM	…c/test/search.vectors/172_knn_query_base64_vectors.yml	407	# Create an index with dynamic dimensions (dims not specified) and no documents	COMMENT
MEDIUM	…t/indices.resolve_index/25_resolve_index_with_mode.yml	20	# Create a standard index	COMMENT
MEDIUM	…t/indices.resolve_index/25_resolve_index_with_mode.yml	29	# Create a time-series index	COMMENT
MEDIUM	…indices.resolve_index/30_resolve_index_mode_filter.yml	13	# Create a time-series index	COMMENT
MEDIUM	…indices.resolve_index/30_resolve_index_mode_filter.yml	36	# Create a lookup index	COMMENT
MEDIUM	.buildkite/pipelines/intake.yml	1	# This file is auto-generated. See .buildkite/pipelines/intake.template.yml	COMMENT
MEDIUM	.buildkite/pipelines/periodic.yml	1	# This file is auto-generated. See .buildkite/pipelines/periodic.template.yml	COMMENT
MEDIUM	.buildkite/pipelines/periodic-java-ea.yml	1	# This file is auto-generated. See .buildkite/pipelines/periodic-java-ea.template.yml	COMMENT
MEDIUM	.buildkite/pipelines/periodic-packaging.yml	1	# This file is auto-generated. See .buildkite/pipelines/periodic-packaging.template.yml	COMMENT
MEDIUM	.buildkite/pipelines/periodic-fwc.yml	1	# This file is auto-generated. See .buildkite/pipelines/periodic-fwc.template.yml	COMMENT
MEDIUM	…sources/rest-api-spec/test/repository_url/10_basic.yml	37	# Create a first snapshot using the FS repository	COMMENT
MEDIUM	…sources/rest-api-spec/test/repository_url/10_basic.yml	66	# Create a second snapshot	COMMENT
MEDIUM	…test/ingest/350_recover_failure_document_processor.yml	24	# Create a pipeline that will cause mapping failures	COMMENT
MEDIUM	…test/ingest/350_recover_failure_document_processor.yml	35	# Create a remediation-pipeline with the recover_failure_document processor	COMMENT
MEDIUM	…test/ingest/350_recover_failure_document_processor.yml	68	# Create the data stream by indexing a document	COMMENT
MEDIUM	…urces/rest-api-spec/test/ingest/25_pipeline_limits.yml	78	# Create a pipeline first, under the default (high) limit, then lower the cap below the current count. This keeps the	COMMENT
MEDIUM	…es/rest-api-spec/test/repository_gcs/20_repository.yml	65	# Create a first snapshot	COMMENT
MEDIUM	…es/rest-api-spec/test/repository_gcs/20_repository.yml	114	# Create a second snapshot	COMMENT
MEDIUM	…/rest-api-spec/test/repository_azure/20_repository.yml	65	# Create a first snapshot	COMMENT
MEDIUM	…/rest-api-spec/test/repository_azure/20_repository.yml	114	# Create a second snapshot	COMMENT
MEDIUM	…lasticsearch/xpack/security/cli/AutoConfigureNode.java	782	bw.write("# Create a new cluster with the current node only");	CODE
MEDIUM	…ch/search/56_search_application_search_with_apikey.yml	344	# Creating an API key which can only search 'test-search-application-1'	COMMENT
MEDIUM	…c/test/inference/70_text_similarity_rank_retriever.yml	335	# Create an empty index that will have an earlier shard index than the index with the desired result when referenced	COMMENT
MEDIUM	…common/src/main/resources/test_queries_date_nanos.toml	1	# This file is populated with additional EQL queries regarding date tests that were not present in the original EQL pyth	COMMENT
MEDIUM	…common/src/main/resources/additional_test_queries.toml	1	# This file is populated with additional EQL queries that were not present in the original EQL python implementation	COMMENT
MEDIUM	…ql/qa/common/src/main/resources/test_queries_date.toml	1	# This file is populated with additional EQL queries regarding date tests that were not present in the original EQL pyth	COMMENT
MEDIUM	…RestTest/resources/rest-api-spec/test/ilm/10_basic.yml	438	# Create a policy with rollover but without max_size	COMMENT
MEDIUM	…ram/30_aggregate_metric_aggregations_compatibility.yml	6	# Create an index template for the data stream with aggregate_metric_double field	COMMENT
MEDIUM	…ram/30_aggregate_metric_aggregations_compatibility.yml	23	# Create the data stream	COMMENT
MEDIUM	…am/40_tdigest_histogram_aggregations_compatibility.yml	5	# Create an index template for the data stream with histogram field	COMMENT
MEDIUM	…am/40_tdigest_histogram_aggregations_compatibility.yml	18	# Create the data stream	COMMENT
MEDIUM	…est/resources/rest-api-spec/test/columnar/10_usage.yml	140	# Create a DLM-managed columnar data stream	COMMENT
MEDIUM	…est/resources/rest-api-spec/test/columnar/10_usage.yml	163	# Create an ILM-managed columnar data stream	COMMENT
MEDIUM	…est/resources/rest-api-spec/test/columnar/10_usage.yml	195	# Create an unmanaged columnar data stream	COMMENT
MEDIUM	…t/resources/rest-api-spec/test/terms_enum/10_basic.yml	665	# Create an API key with all DLS permissions, but it is still bounded by the owner user's permissions	COMMENT
MEDIUM	…s/rest-api-spec/test/security/authz/15_auto_create.yml	70	# Create the logs-barbaz with the superuser	COMMENT
MEDIUM	…ources/rest-api-spec/test/logsdb_columnar/10_usage.yml	139	# Create a DLM-managed logsdb_columnar data stream	COMMENT
MEDIUM	…ources/rest-api-spec/test/logsdb_columnar/10_usage.yml	162	# Create an unmanaged logsdb_columnar data stream	COMMENT
MEDIUM	…ources/rest-api-spec/test/logsdb_columnar/10_usage.yml	211	# Create an ILM-managed logsdb_columnar data stream	COMMENT
MEDIUM	…ources/rest-api-spec/test/logsdb_columnar/10_usage.yml	243	# Create an unmanaged logsdb_columnar data stream	COMMENT

Hyper-Verbose Identifiers93 hits · 92 pts

Severity	File	Line	Snippet	Context
LOW	…csearch/transport/AbstractSimpleTransportTestCase.java	2146	class TestRequestHandler implements TransportRequestHandler<TestRequest> {	CODE
LOW	…csearch/transport/AbstractSimpleTransportTestCase.java	2224	class TestResponseHandler implements TransportResponseHandler<TestResponse> {	CODE
LOW	…g/elasticsearch/http/ResponseInjectingHttpHandler.java	73	public static class FixedRequestHandler implements RequestHandler {	CODE
LOW	…st/java/org/elasticsearch/action/IndicesRequestIT.java	747	private class InterceptingRequestHandler<T extends TransportRequest> implements TransportRequestHandler<T> {	CODE
LOW	…ticsearch/cluster/coordination/LeaderCheckerTests.java	557	private static class CapturingTransportResponseHandler implements TransportResponseHandler<ActionResponse.Empty> {	CODE
LOW	…va/org/elasticsearch/tasks/BanFailureLoggingTests.java	220	private static class ChildResponseHandler extends TransportResponseHandler.Empty {	CODE
LOW	…a/org/elasticsearch/transport/InboundHandlerTests.java	734	private abstract static class CapturingResponseHandler implements TransportResponseHandler<TestResponse> {	CODE
LOW	…rg/elasticsearch/cluster/coordination/Publication.java	361	private class PublishResponseHandler implements ActionListener<PublishWithJoinResponse> {	CODE
LOW	…rg/elasticsearch/cluster/coordination/Publication.java	432	private class ApplyCommitResponseHandler implements ActionListener<Void> {	CODE
LOW	…rch/cluster/coordination/CleanableResponseHandler.java	24	public class CleanableResponseHandler<T extends TransportResponse> extends ActionListenerResponseHandler<T> {	CODE
LOW	…a/org/elasticsearch/tasks/TaskCancellationService.java	350	private class BanParentRequestHandler implements TransportRequestHandler<BanParentTaskRequest> {	CODE
LOW	…a/org/elasticsearch/tasks/TaskCancellationService.java	409	private class CancelChildRequestHandler implements TransportRequestHandler<CancelChildRequest> {	CODE
LOW	…search/indices/recovery/PeerRecoveryTargetService.java	527	class HandoffPrimaryContextRequestHandler implements TransportRequestHandler<RecoveryHandoffPrimaryContextRequest> {	CODE
LOW	…search/indices/recovery/PeerRecoveryTargetService.java	559	private class TranslogOperationsRequestHandler extends RecoveryRequestHandler<RecoveryTranslogOperationsRequest> {	CODE
LOW	…search/indices/recovery/PeerRecoveryTargetService.java	642	private abstract class RecoveryRequestHandler<T extends RecoveryTransportRequest> implements TransportRequestHandler	CODE
LOW	…search/indices/recovery/PeerRecoveryTargetService.java	667	private class FileChunkTransportRequestHandler extends RecoveryRequestHandler<RecoveryFileChunkRequest> {	CODE
LOW	…search/indices/recovery/PeerRecoveryTargetService.java	738	private class RecoveryResponseHandler implements TransportResponseHandler<RecoveryResponse> {	CODE
LOW	…java/org/elasticsearch/indices/store/IndicesStore.java	266	private class ShardActiveResponseHandler implements TransportResponseHandler<ShardActiveResponse> {	CODE
LOW	…java/org/elasticsearch/indices/store/IndicesStore.java	368	private class ShardActiveRequestHandler implements TransportRequestHandler<ShardActiveRequest> {	CODE
LOW	…g/elasticsearch/transport/SniffConnectionStrategy.java	267	private class RemoteClusterNodesSniffResponseHandler extends AbstractSniffResponseHandler<RemoteClusterNodesAction.R	CODE
LOW	…g/elasticsearch/transport/SniffConnectionStrategy.java	287	private class ClusterStateSniffResponseHandler extends AbstractSniffResponseHandler<ClusterStateResponse> {	CODE
LOW	…g/elasticsearch/transport/SniffConnectionStrategy.java	308	private abstract class AbstractSniffResponseHandler<T extends TransportResponse> implements TransportResponseHandler	CODE
LOW	…a/org/elasticsearch/transport/TransportHandshaker.java	285	private class HandshakeResponseHandler implements TransportResponseHandler<HandshakeResponse> {	CODE
LOW	…java/org/elasticsearch/transport/TransportService.java	1660	public static final class ContextRestoreResponseHandler<T extends TransportResponse> implements TransportResponseHan	CODE
LOW	…/org/elasticsearch/transport/TransportActionProxy.java	37	private static class ProxyRequestHandler<T extends ProxyRequest<TransportRequest>> implements TransportRequestHandle	CODE
LOW	…lasticsearch/action/ActionListenerResponseHandler.java	26	public class ActionListenerResponseHandler<Response extends TransportResponse> implements TransportResponseHandler<Respo	CODE
LOW	…elasticsearch/action/search/TransportSearchAction.java	1195	static final class RemoteResponseHandler extends ActionListenerResponseHandler<SearchResponse> {	CODE
LOW	…arch/action/search/TransportOpenPointInTimeAction.java	625	private class ShardOpenReaderRequestHandler implements TransportRequestHandler<ShardOpenReaderRequest> {	CODE
LOW	…ort/broadcast/node/TransportBroadcastByNodeAction.java	410	class BroadcastByNodeTransportRequestHandler implements TransportRequestHandler<NodeRequest> {	CODE
LOW	…elasticsearch/gateway/LocalAllocateDangledIndices.java	100	class AllocateDangledRequestHandler implements TransportRequestHandler<AllocateDangledRequest> {	CODE
LOW	…ch/http/netty4/Netty4IncrementalRequestHandlingIT.java	933	static class ServerRequestHandler implements BaseRestHandler.RequestBodyChunkConsumer {	STRING
LOW	…ain/resources/org/elasticsearch/painless/java.util.txt	142	def getOrDefault(def,def)	CODE
LOW	…earch/client/sniff/ElasticsearchNodesSnifferTests.java	157	private static class ResponseHandler implements HttpHandler {	CODE
LOW	…/elasticsearch/client/RestClientBuilderIntegTests.java	75	private static class ResponseHandler implements HttpHandler {	CODE
LOW	…icsearch/client/RestClientMultipleHostsIntegTests.java	153	private static class ResponseHandler implements HttpHandler {	CODE
LOW	…asticsearch/client/RestClientSingleHostIntegTests.java	129	private static class ResponseHandler implements HttpHandler {	CODE
LOW	…asticsearch/client/RestClientGzipCompressionTests.java	68	private static class GzipResponseHandler implements HttpHandler {	CODE
LOW	…rity/transport/SecurityServerTransportInterceptor.java	267	public static class ProfileSecuredRequestHandler<T extends TransportRequest> implements TransportRequestHandler<T> {	CODE
LOW	…authc/saml/DefaultSamlAuthenticateResponseHandler.java	22	public final class DefaultSamlAuthenticateResponseHandler implements SamlAuthenticateResponseHandler {	CODE
LOW	…ack/security/authc/saml/SamlLogoutResponseHandler.java	19	public class SamlLogoutResponseHandler extends SamlResponseHandler {	CODE
LOW	…pack/security/authc/saml/SamlLogoutRequestHandler.java	28	public class SamlLogoutRequestHandler extends SamlObjectHandler {	CODE
LOW	…rch/xpack/security/authc/saml/SamlResponseHandler.java	24	public class SamlResponseHandler extends SamlObjectHandler {	CODE
LOW	…external/http/retry/AlwaysRetryingResponseHandler.java	26	public class AlwaysRetryingResponseHandler implements ResponseHandler {	CODE
LOW	…nal/http/retry/ChatCompletionErrorResponseHandler.java	23	public class ChatCompletionErrorResponseHandler {	CODE
LOW	…inference/external/http/retry/BaseResponseHandler.java	26	public abstract class BaseResponseHandler implements ResponseHandler {	CODE
LOW	…i/embeddings/OpenShiftAiEmbeddingsResponseHandler.java	18	public class OpenShiftAiEmbeddingsResponseHandler extends OpenAiResponseHandler {	CODE
LOW	…i/completion/OpenShiftAiCompletionResponseHandler.java	17	public class OpenShiftAiCompletionResponseHandler extends OpenAiCompletionResponseHandler {	CODE
LOW	…mpletion/OpenShiftAiChatCompletionResponseHandler.java	19	public class OpenShiftAiChatCompletionResponseHandler extends OpenAiUnifiedChatCompletionResponseHandler {	CODE
LOW	…e/services/fireworksai/FireworksAiResponseHandler.java	22	public class FireworksAiResponseHandler extends BaseResponseHandler {	CODE
LOW	…ference/services/voyageai/VoyageAIResponseHandler.java	21	public class VoyageAIResponseHandler extends BaseResponseHandler {	CODE
LOW	…k/inference/services/cohere/CohereResponseHandler.java	34	public class CohereResponseHandler extends BaseResponseHandler {	CODE
LOW	…k/inference/services/jinaai/JinaAIResponseHandler.java	21	public class JinaAIResponseHandler extends BaseResponseHandler {	CODE
LOW	…services/contextualai/ContextualAiResponseHandler.java	20	public class ContextualAiResponseHandler extends BaseResponseHandler {	CODE
LOW	…/ElasticInferenceServiceCompletionResponseHandler.java	33	public class ElasticInferenceServiceCompletionResponseHandler extends ElasticInferenceServiceResponseHandler {	CODE
LOW	…es/elastic/ElasticInferenceServiceResponseHandler.java	20	public class ElasticInferenceServiceResponseHandler extends BaseResponseHandler {	CODE
LOW	…erenceServiceUnifiedChatCompletionResponseHandler.java	41	public class ElasticInferenceServiceUnifiedChatCompletionResponseHandler extends ElasticInferenceServiceResponseHandler	CODE
LOW	…on/ElasticInferenceServiceDecisionResponseHandler.java	17	public class ElasticInferenceServiceDecisionResponseHandler extends ElasticInferenceServiceResponseHandler {	CODE
LOW	…lasticInferenceServiceAuthorizationRequestHandler.java	47	public class ElasticInferenceServiceAuthorizationRequestHandler {	CODE
LOW	…e/services/azureopenai/AzureOpenAiResponseHandler.java	19	public class AzureOpenAiResponseHandler extends OpenAiResponseHandler {	CODE
LOW	…esponse/AzureMistralOpenAiExternalResponseHandler.java	36	public class AzureMistralOpenAiExternalResponseHandler extends BaseResponseHandler {	CODE
33 more matches not shown…

Modern AI Meta-Vocabulary25 hits · 88 pts

Severity	File	Line	Snippet	Context
MEDIUM	catalog-info.yaml	571	url: https://buildkite.com/elastic/elasticsearch-agentic-workflow	CODE
MEDIUM	docs/reference/ingest-processor/inference-processor.md	515	## Zero shot classification configuration options [inference-processor-zero-shot-opt]	COMMENT
MEDIUM	.github/workflows/trigger-bug-analysis.yml	109	--url "https://api.buildkite.com/v2/organizations/elastic/pipelines/elasticsearch-agentic-workflow/builds" \	CODE
MEDIUM	.github/workflows/trigger-test-analysis.yml	115	--url "https://api.buildkite.com/v2/organizations/elastic/pipelines/elasticsearch-agentic-workflow/builds" \	CODE
MEDIUM	.github/workflows/review-test-analysis.yml	96	--url "https://api.buildkite.com/v2/organizations/elastic/pipelines/elasticsearch-agentic-workflow/builds" \	CODE
MEDIUM	.github/workflows/review-bug-analysis.yml	96	--url "https://api.buildkite.com/v2/organizations/elastic/pipelines/elasticsearch-agentic-workflow/builds" \	CODE
MEDIUM	.buildkite/pipelines/agentic-workflow.yml	4	# elasticsearch-agentic-workflow	COMMENT
MEDIUM	.buildkite/pipelines/agentic-workflow.yml	6	# On-demand agentic CI workflows powered by the self-contained archimedes CLI	COMMENT
MEDIUM	.buildkite/pipelines/agentic-workflow.yml	23	# curl -X POST ".../pipelines/elasticsearch-agentic-workflow/builds" \	COMMENT
MEDIUM⚡	.buildkite/pipelines/flakiness-detection-manual.yml	14	# runs. Read by flakinessScan in the orchestration step,	COMMENT
MEDIUM⚡	.buildkite/pipelines/flakiness-detection-manual.yml	18	# flakiness-refs.json and uploads TWO steps: an orchestration step (resolve → compile → scan on a single	COMMENT
MEDIUM⚡	.buildkite/pipelines/flakiness-detection-manual.yml	22	# Topology: bootstrap → [orchestration (gradle agent) + generate (node agent)] → batch + analyze.	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	5	# orchestrates the sub-pipeline upload (it runs no Gradle tests). Opt out so	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	13	# flakiness-refs.json, then dynamically upload TWO steps: an orchestration step	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	16	# generate step reads the plan the orchestration step shipped and uploads the batch +	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	21	# Topology: bootstrap → [orchestration (gradle agent) + generate (node agent)] → batch + analyze.	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	23	# Keyed under flakiness-orchestration:, never flakiness-detection: - an external metric predicate	COMMENT
MEDIUM⚡	…ildkite/pipelines/pull-request/flakiness-detection.yml	33	# Uploaded so the orchestration step (fresh agent) can download it. The orchestration step and	COMMENT
MEDIUM	.buildkite/scripts/archimedes-env.sh	4	# provision secrets for the elasticsearch-agentic-workflow pipeline.	COMMENT
MEDIUM⚡	.buildkite/scripts/archimedes-env.sh	18	# Defense-in-depth pipeline gate: only the agentic-workflow pipeline may read	COMMENT
MEDIUM⚡	.buildkite/scripts/archimedes-env.sh	19	# the agentic-workflows secrets. Any other pipeline setting USE_ARCHIMEDES=true	COMMENT
MEDIUM⚡	.buildkite/scripts/archimedes-env.sh	20	# fails again here before the first agentic-workflows vault access.	COMMENT
MEDIUM	…ite/scripts/flakiness-detection/runners/orchestrate.sh	3	# The flakiness orchestration step: resolve -> compile -> scan, sequentially on ONE gradle agent, because	COMMENT
MEDIUM	…t-api-spec/test/ml/search_knn_query_vector_builder.yml	1	# This test uses the same text embedding model from `text_embedding_search-yml`	COMMENT
MEDIUM	…ources/rest-api-spec/test/ml/text_embedding_search.yml	1	# This test uses the simple text embedding model from	COMMENT

Magic Placeholder Names7 hits · 45 pts

Severity	File	Line	Snippet	Context
HIGH	…cs/reference/query-languages/promql/promql-tutorial.md	42	export API_KEY="your-api-key"	CODE
HIGH⚡	…-connectors/es-postgresql-connector-client-tutorial.md	86	api_key: "<YOUR-API-KEY>" # Your top-level Elasticsearch API key	CODE
HIGH⚡	…-connectors/es-postgresql-connector-client-tutorial.md	86	api_key: "<YOUR-API-KEY>" # Your top-level Elasticsearch API key	CODE
HIGH⚡	…-connectors/es-postgresql-connector-client-tutorial.md	91	api_key: "<YOUR-API-KEY>" # Your scoped connector index API key (optional). If not provided, the top-level API k	CODE
HIGH⚡	…-connectors/es-postgresql-connector-client-tutorial.md	91	api_key: "<YOUR-API-KEY>" # Your scoped connector index API key (optional). If not provided, the top-level API k	CODE
HIGH	…ce/services/tencentcloud/TencentCloudServiceTests.java	116	"description": "The TencentCloud AI Gateway API key. Contact the administrator to obtain	CODE
HIGH	…ference/services/tencentcloud/TencentCloudService.java	402	"The TencentCloud AI Gateway API key. Contact the administrator to obtain a token in the format	CODE

Synthetic Comment Markers5 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH	…sticsearch/indices/recovery/RecoverySourceHandler.java	934	// existing lease we (approximately) know that all our peers are also retaining history as requested by the	COMMENT
HIGH	…java/org/elasticsearch/snapshots/SnapshotsService.java	459	/// Clone a snapshot as requested by the given [CloneSnapshotRequest].	COMMENT
HIGH	…a/org/elasticsearch/ingest/common/DateFormatTests.java	124	// this means that hour will be 01:00 at -02:00 as timezone on a pattern. Converted to -01:00 as requested on in	COMMENT
HIGH	…ck/profiling/action/TransportGetStackTracesAction.java	446	// we can have up to 2x more events in the response as requested by the user.	COMMENT
HIGH	…org/elasticsearch/xpack/esql/action/FromDatasetIT.java	5470	// exclusion carries no wildcard of its own, so a concrete index counts as requested and a pattern	STRING

Slop Phrases7 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	…dle/internal/precommit/ValidateJsonNoKeywordsTask.java	56	* The keywords are defined in a JSON file, although it's worth noting that what is and isn't a	COMMENT
LOW	distribution/src/config/elasticsearch.yml	4	# Before you set out to tweak and tune the configuration, make sure you	COMMENT
LOW	…/search/fetch/subphase/highlight/HighlightBuilder.java	449	* the named field. If you provide a list of fields here then don't forget to include name as	COMMENT
LOW	…ty/action/stats/GetSecurityStatsNodeResponseTests.java	43	// DiscoverNode#hashCode only tests ephemeralId, so make sure to change it too	COMMENT
LOW	…sticsearch/xpack/core/ilm/OperationModeUpdateTask.java	31	* task might run at {@link Priority#IMMEDIATE} priority so please make sure to keep this task as lightweight as possibl	COMMENT
MEDIUM	…arch/xpack/stateless/StatelessHollowIndexShardsIT.java	3146	// and the snapshot is aborted or has some relevant exception from the following. Feel free to a	COMMENT
LOW	…ack/lucene/bwc/codecs/index/LegacyBinaryDocValues.java	38	* re-used across calls to {@link #get(int)} so make sure to	COMMENT

TODO Padding6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	…st/compat/compat/AbstractYamlRestCompatTestPlugin.java	296	// TODO: implement custom extension that allows us move around of the projects between major versions and still find	COMMENT
LOW	…/src/main/java/org/elasticsearch/test/TestCluster.java	273	// TODO: implement me once views are used in integration tests	COMMENT
LOW	…ain/java/org/elasticsearch/index/mapper/TestBlock.java	621	// TODO: implement when needed	COMMENT
LOW	…elasticsearch/license/LicensesManagerServiceTests.java	78	// TODO: Add test/feature blocking the registration of basic license	COMMENT
LOW	…ck/core/termsenum/action/TransportTermsEnumAction.java	733	// TODO: Handle exceptions in the atomic response array	COMMENT
LOW	…va/org/elasticsearch/xpack/shutdown/ShutdownTests.java	14	// TODO: implement tests	COMMENT

Example Usage Blocks4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	libs/native-toolchain/build_cross_toolchain_image.sh	18	# Usage:	COMMENT
LOW	…kite/scripts/flakiness-detection/runners/never-fail.sh	13	# Usage:	COMMENT
LOW	.buildkite/scripts/smart-retry/test-local-flow.sh	8	# Usage:	COMMENT
LOW	build-tools/gradle-runner/test-runner.sh	12	# Usage:	COMMENT

AI Response Leakage1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…rence/elasticsearch/mapping-reference/semantic-text.md	82	4. (Optional) Overrides the [chunking settings](/reference/elasticsearch/mapping-reference/semantic-text-reference.md#ch	CODE

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	x-pack/plugin/sql/connectors/tableau/tdvt/tdvt_run.py	99		CODE
LOW	x-pack/plugin/sql/connectors/tableau/tdvt/tdvt_run.py	141		CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.buildkite/scripts/trigger-if-java-ea-new-build.sh	54	# Check if timestamp is within last 24 hours	COMMENT

elastic/elasticsearch

Open-Source Code Quality, Security and Technical Debt Review