0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

8.4K

Stars

Java

Language

1.4M

Lines of Code

6.1K

Files

272

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 172 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.8/100 · LOW

Are imports declared and package/API names verified? 79 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 32 finding(s).

PR Review Velocity Impact 3.2/100 · LOW

Which changes need focused human review? 272 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 65HIGH 1MEDIUM 22LOW 184

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 272 distinct pattern matches across 11 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 Indicators65 hits · 790 pts

Severity	File	Line	Snippet	Context
CRITICAL	…c/main/java/org/pentaho/di/ui/xul/KettleXulLoader.java	42	parser.registerHandler( "DIALOG", org.pentaho.di.ui.xul.KettleDialog.class.getName() );	CODE
CRITICAL	…c/main/java/org/pentaho/di/ui/xul/KettleXulLoader.java	45	parser.registerHandler( "ICONWAITBOX", org.pentaho.di.ui.xul.KettleWaitBox.class.getName() );	CODE
CRITICAL	…rc/main/java/org/pentaho/di/ui/spoon/job/JobGraph.java	804	selectionRegion = new org.pentaho.di.core.gui.Rectangle( real.x, real.y, 0, 0 );	CODE
CRITICAL	…ain/java/org/pentaho/di/ui/spoon/trans/TransGraph.java	993	selectionRegion = new org.pentaho.di.core.gui.Rectangle( real.x, real.y, 0, 0 );	CODE
CRITICAL	…ain/java/org/pentaho/di/ui/spoon/trans/TransGraph.java	1941	new org.pentaho.di.core.gui.Rectangle( rect.x, rect.y, rect.width, rect.height );	CODE
CRITICAL	…ore/database/util/DatabaseLogExceptionFactoryTest.java	106	com.mysql.cj.jdbc.exceptions.PacketTooBigException e = new com.mysql.cj.jdbc.exceptions.PacketTooBigException();	CODE
CRITICAL	…ore/database/util/DatabaseLogExceptionFactoryTest.java	160	com.mysql.cj.jdbc.exceptions.MysqlDataTruncation e = new com.mysql.cj.jdbc.exceptions.MysqlDataTruncation();	CODE
CRITICAL	…ore/database/util/DatabaseLogExceptionFactoryTest.java	197	com.mysql.cj.jdbc.exceptions.PacketTooBigException e = new com.mysql.cj.jdbc.exceptions.PacketTooBigException();	CODE
CRITICAL	…in/java/org/pentaho/di/core/database/DatabaseMeta.java	115	new org.pentaho.di.core.plugins.PluginTypeListener() {	CODE
CRITICAL	…e/src/main/java/org/pentaho/di/core/util/UUIDUtil.java	46	com.ccg.net.ethernet.EthernetAddress ea = com.ccg.net.ethernet.EthernetAddress.getPrimaryAdapter();	CODE
CRITICAL	…java/org/pentaho/di/core/fileinput/CharsetToolkit.java	54	* Charset guessedCharset = com.glaforge.i18n.io.CharsetToolkit.guessEncoding(file, 4096);	COMMENT
CRITICAL	…a/org/pentaho/di/pdi/jobentry/dummy/JobEntryDummy.java	39	//@org.pentaho.di.core.annotations.JobEntry( id = "DummyJob", suggestion = "DummyPlugin.Job.SuggestedEntry",	COMMENT
CRITICAL	…rg/pentaho/di/core/database/sap/SAPR3DatabaseMeta.java	153	return org.pentaho.di.trans.steps.sapinput.sap.SAPConnectionFactory.class.getName();	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	242	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	248	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	380	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom(returnType)) {	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	386	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	416	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom(returnType)) {	CODE
CRITICAL	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	422	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	535	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	537	throw new PentahoDiPlugin.WebApplicationExceptionMessage( jakarta.ws.rs.core.Response.status(	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	541	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	586	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	588	throw new PentahoDiPlugin.WebApplicationExceptionMessage( jakarta.ws.rs.core.Response.status(	CODE
CRITICAL⚡	…main/java/com/pentaho/di/services/PentahoDiPlugin.java	592	if ( !jakarta.ws.rs.core.Response.class.isAssignableFrom( returnType ) ) {	CODE
CRITICAL	…entaho/di/trans/steps/excelwriter/ExcelWriterStep.java	108	org.apache.poi.util.IOUtils.setByteArrayMaxOverride( maxSize );	CODE
CRITICAL⚡	…pentaho/di/trans/steps/excelinput/poi/PoiWorkbook.java	68	workbook = org.apache.poi.ss.usermodel.WorkbookFactory.create( npoifs );	CODE
CRITICAL⚡	…pentaho/di/trans/steps/excelinput/poi/PoiWorkbook.java	74	workbook = org.apache.poi.ss.usermodel.WorkbookFactory.create( excelFile, password );	CODE
CRITICAL⚡	…pentaho/di/trans/steps/excelinput/poi/PoiWorkbook.java	81	org.apache.poi.util.IOUtils.setByteArrayMaxOverride( maxSize );	CODE
CRITICAL⚡	…pentaho/di/trans/steps/excelinput/poi/PoiWorkbook.java	83	workbook = org.apache.poi.ss.usermodel.WorkbookFactory.create( internalIS, password );	CODE
CRITICAL	…pentaho/di/trans/steps/excelinput/poi/PoiWorkbook.java	97	workbook = org.apache.poi.ss.usermodel.WorkbookFactory.create( inputStream );	CODE
CRITICAL	…ob/entries/palo/JobEntryCubeDelete/PaloCubeDelete.java	48	//@org.pentaho.di.core.annotations.JobEntry( id = "PALO_CUBE_DELETE",	COMMENT
CRITICAL	…ob/entries/palo/JobEntryCubeCreate/PaloCubeCreate.java	52	//@org.pentaho.di.core.annotations.JobEntry( id = "PALO_CUBE_CREATE",	COMMENT
CRITICAL	…g/pentaho/di/ui/repo/plugin/RepositorySpoonPlugin.java	29	@org.pentaho.di.ui.spoon.SpoonPlugin( id = "repositories-plugin", image = "" )	CODE
CRITICAL	…taho/di/job/entries/hl7mllpack/HL7MLLPAcknowledge.java	52	@org.pentaho.di.core.annotations.JobEntry( id = "HL7MLLPAcknowledge",	CODE
CRITICAL	…org/pentaho/di/job/entries/hl7mllpin/HL7MLLPInput.java	53	@org.pentaho.di.core.annotations.JobEntry( id = "HL7MLLPInput",	CODE
CRITICAL	…userdefinedjavaclass/UserDefinedJavaClassMetaTest.java	99	StepMeta inputStep = new StepMeta( "input2", new org.pentaho.di.trans.steps.datagrid.DataGridMeta() );	CODE
CRITICAL	…i/plugins/fileopensave/controllers/FileController.java	132	\|\| org.pentaho.di.plugins.fileopensave.api.providers.Utils.matches( f.getName(), filters ) )	CODE
CRITICAL	…i/plugins/fileopensave/controllers/FileController.java	154	.filter( f -> org.pentaho.di.plugins.fileopensave.api.providers.Utils.matches( f.getName(), searchString )	CODE
CRITICAL	…i/plugins/fileopensave/controllers/FileController.java	335	return org.pentaho.di.plugins.fileopensave.api.providers.Utils.matches( fname, filter );	CODE
CRITICAL	…t/java/org/pentaho/s3common/S3TransferManagerTest.java	63	java.lang.reflect.Field useCountField = org.apache.commons.vfs2.provider.AbstractFileSystem.class.getDeclaredFie	CODE
CRITICAL⚡	…ps/selectvalues/convertStringToDateNotLenient.fail.txt	5	org.pentaho.di.core.row.ValueMeta.convertStringToDate(ValueMeta.java:609)	CODE
CRITICAL⚡	…ps/selectvalues/convertStringToDateNotLenient.fail.txt	6	org.pentaho.di.core.row.ValueMeta.getDate(ValueMeta.java:1652)	CODE
CRITICAL⚡	…ps/selectvalues/convertStringToDateNotLenient.fail.txt	7	org.pentaho.di.trans.steps.selectvalues.SelectValues.metadataValues(SelectValues.java:334)	CODE
CRITICAL⚡	…ps/selectvalues/convertStringToDateNotLenient.fail.txt	8	org.pentaho.di.trans.steps.selectvalues.SelectValues.processRow(SelectValues.java:376)	CODE
CRITICAL⚡	…ps/selectvalues/convertStringToDateNotLenient.fail.txt	9	org.pentaho.di.trans.step.RunThread.run(RunThread.java:40)	CODE
CRITICAL	…/trans/steps/scriptvalues_mod/JavaScriptSpecialIT.java	507	+ "var obj = new Packages.org.pentaho.di.trans.steps.scriptvalues_mod.JavaScriptTest();\n"	CODE
CRITICAL	…main/resources/transformations/files/sample-export.xml	223	encrypted_password = "Encrypted " + Packages.org.pentaho.di.core.encryption.Encr.encryptPassword(clear_passwor	CODE
CRITICAL	…n/java/org/pentaho/di/engine/model/Transformation.java	62	org.pentaho.di.engine.model.Operation operation = new org.pentaho.di.engine.model.Operation( id, this );	CODE
CRITICAL	…n/java/org/pentaho/di/engine/model/Transformation.java	75	org.pentaho.di.engine.model.Hop hop = new org.pentaho.di.engine.model.Hop( from, to, type );	CODE
CRITICAL	…/java/org/pentaho/di/engine/api/remote/EncodeUtil.java	48	byte[] bytes64 = org.apache.commons.codec.binary.Base64.decodeBase64( string.getBytes( ) );	CODE
CRITICAL	…t/java/org/pentaho/di/www/GetJobStatusServletTest.java	227	when( mockJobMeta.getMaximum() ).thenReturn( new org.pentaho.di.core.gui.Point( 10, 10 ) );	CODE
CRITICAL	…t/java/org/pentaho/di/www/GetJobStatusServletTest.java	266	when( mockJobMeta.getMaximum() ).thenReturn( new org.pentaho.di.core.gui.Point( 10, 10 ) );	CODE
CRITICAL	…/src/test/java/org/pentaho/di/trans/TransMetaTest.java	366	receiverIOMeta.addStream( new org.pentaho.di.trans.step.errorhandling.Stream(	CODE
CRITICAL⚡	…/pentaho/di/trans/steps/formula/FormulaHelperTest.java	258	org.pentaho.di.core.row.RowMeta prevMeta = new org.pentaho.di.core.row.RowMeta();	CODE
CRITICAL⚡	…/pentaho/di/trans/steps/formula/FormulaHelperTest.java	259	prevMeta.addValueMeta( new org.pentaho.di.core.row.value.ValueMetaString( "prevA" ) );	CODE
CRITICAL⚡	…/pentaho/di/trans/steps/formula/FormulaHelperTest.java	260	prevMeta.addValueMeta( new org.pentaho.di.core.row.value.ValueMetaString( "prevB" ) );	CODE
CRITICAL	engine/src/main/java/org/pentaho/di/job/Job.java	160	/** Keep a list of the job entries that were executed. org.pentaho.di.core.logging.CentralLogStore.getInstance() */	COMMENT
CRITICAL	…/src/main/java/org/pentaho/di/trans/step/StepMeta.java	467	* org.pentaho.di.trans.step.StepMeta.drawStep() instead of isDrawn().	COMMENT
CRITICAL	…/java/org/pentaho/di/trans/step/StepMetaInterface.java	67	* objects, such as lists or custom helper objects. See org.pentaho.di.trans.steps.rowgenerator.RowGeneratorMeta.clone()	COMMENT
5 more matches not shown…

Over-Commented Block139 hits · 139 pts

Severity	File	Line	Snippet	Context
LOW	translator.sh	1	#!/bin/sh	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	41	// 1: String - The Variable with the String to convert.	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	81	<argument id="4">var,var,var,var</argument>	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	101	// hh / HH - 11 / 23	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	161	//	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	181	<argument id="1">var,var,var,var,var</argument>	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	221	// returns the default Value or the given String.	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	321	//	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	441	<help>Returns the DNS Name of the given IP.</help>	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	581	// It is possible to make more Checks inside	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	801	<type>0</type>	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	841	<sample>// Returns the difference, of a given type, between	COMMENT
LOW	…rg/pentaho/di/ui/trans/steps/script/jsFunctionHelp.xml	1021	<help>Returns the number of processed rows by a given Type.</help>	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	41	// 1: String - The Variable with the String to convert.	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	81	<argument id="4">var,var,var,var</argument>	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	101	// hh / HH - 11 / 23	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	161	//	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	181	<argument id="1">var,var,var,var,var</argument>	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	221	// returns the default Value or the given String.	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	321	//	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	441	<help>Returns the DNS Name of the given IP.</help>	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	581	// It is possible to make more Checks inside	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	801	<type>0</type>	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	841	<sample>// Returns the difference, of a given type, between	COMMENT
LOW	…/di/ui/trans/steps/scriptvalues_mod/jsFunctionHelp.xml	1021	<help>Returns the number of processed rows by a given Type.</help>	COMMENT
LOW	…main/java/org/pentaho/di/ui/core/widget/TableDraw.java	221	if ( highest_smaller < 0 && pos + len >= x ) {	COMMENT
LOW	…o/di/ui/job/entries/special/JobEntrySpecialDialog.java	381	// wType.setEnabled( false );	COMMENT
LOW	…rc/main/java/org/pentaho/di/ui/spoon/job/JobGraph.java	1081	// Move around steps & notes	COMMENT
LOW	…di/ui/spoon/delegates/SpoonTransformationDelegate.java	321	}	COMMENT
LOW	…rg/pentaho/di/ui/spoon/delegates/SpoonJobDelegate.java	801	}	COMMENT
LOW	…trans/steps/dimensionlookup/DimensionLookupDialog.java	1161	setTableMax();	COMMENT
LOW	…ntaho/di/ui/trans/steps/fixedinput/FixedTableDraw.java	261		COMMENT
LOW	…a/org/pentaho/di/core/database/OracleDatabaseMeta.java	121	// (DESCRIPTION=(ADDRESS_LIST=(ADDRESS=(PROTOCOL=TCP)	COMMENT
LOW	…c/main/java/org/pentaho/di/core/vfs/KettleVFSImpl.java	81	public FileObject getFileObject( String vfsFilename, FileSystemOptions fsOptions ) throws KettleFileException {	COMMENT
LOW	…/main/java/org/pentaho/di/core/hash/LongHashIndex.java	121	// Double the size to keep the size of the index a factor of 2...	COMMENT
LOW	…/java/org/pentaho/di/core/row/value/ValueMetaBase.java	1101	public synchronized DecimalFormat getDecimalFormat( boolean useBigDecimal ) {	COMMENT
LOW	…connections/vfs/provider/ConnectionFileNameParser.java	221	// "%20" = " "	COMMENT
LOW	…i/trans/steps/combinationlookup/CombinationLookup.java	141	// Which cache entries do we delete here?	COMMENT
LOW	…ns/core-ui/src/main/resources/app/pentaho/util/date.js	21	// 2 - [month]	COMMENT
LOW	…taho/di/trans/steps/gpbulkloader/GPBulkDataOutput.java	61	// if ( GPBulkLoaderMeta.METHOD_AUTO_CONCURRENT.equals(loadMethod))	COMMENT
LOW	…/pentaho/di/trans/steps/gpbulkloader/GPBulkLoader.java	181	// The "FORMAT" clause	COMMENT
LOW	…/pentaho/di/trans/steps/gpbulkloader/GPBulkLoader.java	201	// String tableFields[] = meta.getFieldTable();	COMMENT
LOW	…/pentaho/di/trans/steps/gpbulkloader/GPBulkLoader.java	221	// switch ( v.getType() )	COMMENT
LOW	…/pentaho/di/trans/steps/gpbulkloader/GPBulkLoader.java	241	// }	COMMENT
LOW	…/pentaho/di/trans/steps/gpbulkloader/GPBulkLoader.java	461	// if ( psqlProcess != null )	COMMENT
LOW	…java/org/pentaho/di/repository/RepositoryTestBase.java	541	assertEquals( EXP_JOB_CREATED_USER, fetchedJob.getCreatedUser() );	COMMENT
LOW	…java/org/pentaho/di/repository/RepositoryTestBase.java	741	// TransLogTable transLogTable = fetchedTrans.getTransLogTable();	COMMENT
LOW	…i/trans/steps/xmlinputstream/XMLInputStreamDialog.java	1061	} catch ( KettleException ke ) {	COMMENT
LOW	…i/trans/steps/xmlinputstream/XMLInputStreamDialog.java	1081	//	COMMENT
LOW	…i/trans/steps/xmlinputstream/XMLInputStreamDialog.java	1101	//	COMMENT
LOW	…luciddbstreamingloader/LucidDBStreamingLoaderMeta.java	761		COMMENT
LOW	…luciddbstreamingloader/LucidDBStreamingLoaderMeta.java	781	// case ValueMetaInterface.TYPE_BOOLEAN:	COMMENT
LOW	…i/trans/steps/avro/input/PentahoAvroReadWriteTest.java	561	for ( int i = 0; i < rowMetaAndData.size(); i++ ) {	COMMENT
LOW	…i/trans/steps/avro/input/PentahoAvroReadWriteTest.java	581	// .valueOf( ValueMetaInterface.TYPE_BIGNUMBER ) },	COMMENT
LOW	…i/trans/steps/avro/input/PentahoAvroReadWriteTest.java	601	// { "avroDecimal4", "pentahoBigNumber4", String.valueOf( AvroSpec.DataType.DECIMAL.ordinal() ), String	COMMENT
LOW	…i/trans/steps/avro/input/PentahoAvroReadWriteTest.java	621	// expectedResults[i] = rowMetaAndData.getBigNumber(i, null);	COMMENT
LOW	…/pentaho/di/trans/steps/metainject/MetaInjectMeta.java	661	//	COMMENT
LOW	…/kettle/plugins/kafka/KafkaProducerOutputMetaTest.java	301	// @Test	COMMENT
LOW	…/kettle/plugins/kafka/KafkaProducerOutputMetaTest.java	321	// NamedClusterService namedClusterService = mock( NamedClusterService.class );	COMMENT
LOW	…ho/big/data/kettle/plugins/kafka/KafkaFactoryTest.java	281	// inputMeta.setMessageField( new KafkaConsumerField( KafkaConsumerField.Name.MESSAGE, "msg" ) );	COMMENT
79 more matches not shown…

Decorative Section Separators21 hits · 63 pts

Severity	File	Line	Snippet	Context
MEDIUM	…pentaho/di/ui/repo/menu/RepositoryConnectMenuTest.java	351	// ── connectBasedOnAuthMethod — additional branches ────────────────────────	COMMENT
MEDIUM	…pentaho/di/ui/repo/menu/RepositoryConnectMenuTest.java	527	// ── openBrowserLogin — additional branches ────────────────────────────────	COMMENT
MEDIUM	…pentaho/di/ui/repo/menu/RepositoryConnectMenuTest.java	563	// ── showErrorDialog ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…pentaho/di/ui/repo/menu/RepositoryConnectMenuTest.java	579	// ── formatBrowserAuthErrorMessage ────────────────────────────────────────	COMMENT
MEDIUM	…pentaho/di/ui/repo/menu/RepositoryConnectMenuTest.java	643	// ── unwrapRootCause ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…/static/src/main/resources-filtered/set-pentaho-env.sh	16	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	…/static/src/main/resources-filtered/set-pentaho-env.sh	50	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	74	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	76	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	99	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	101	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	124	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	126	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	156	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	158	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	229	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	231	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	298	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	301	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	328	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…taho/di/trans/steps/regexeval/RegexEvalHelperTest.java	330	// ─────────────────────────────────────────────────────────────────────────	COMMENT

Slop Phrases13 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	…main/java/org/pentaho/di/ui/core/widget/TableDraw.java	250	// Don't forget to make the previous field shorter	COMMENT
LOW	…ntaho/di/ui/trans/steps/fixedinput/FixedTableDraw.java	292	// Don't forget to make the previous field shorter	COMMENT
LOW	…c/main/java/org/pentaho/di/core/database/Database.java	1586	ps.addBatch(); // Add the batch, but don't forget to run the batch	CODE
LOW	…c/main/java/org/pentaho/di/core/database/Database.java	3505	// Don't forget to quote these as well...	COMMENT
LOW	…/main/java/org/pentaho/di/core/hash/LongHashIndex.java	97	// Don't forget to link to the previous check entry if there was any...	COMMENT
LOW	…/java/org/pentaho/di/core/hash/ByteArrayHashIndex.java	120	// Don't forget to link to the previous check entry if there was any...	COMMENT
LOW	…ans/steps/combinationlookup/CombinationLookupMeta.java	862	// Don't forget to quote these as well...	COMMENT
LOW	…o/di/ui/trans/steps/accessinput/AccessInputDialog.java	1559	// Don't forget to close the bugger.	COMMENT
LOW	…legates/KettleDatabaseRepositoryDirectoryDelegate.java	390	// Don't forget to add this directory to the tree!	COMMENT
LOW	…va/org/pentaho/di/trans/steps/mapping/MappingMeta.java	195	// Don't forget to add these to the input and output mapping	COMMENT
LOW	…va/org/pentaho/di/trans/steps/mapping/MappingMeta.java	318	// Don't forget to add these to the input and output mapping	COMMENT
LOW	…java/org/pentaho/di/trans/steps/joinrows/JoinRows.java	225	// Don't forget to clone the data to protect it against data alteration downstream.	COMMENT
LOW	…steps/synchronizeaftermerge/SynchronizeAfterMerge.java	477	// Don't forget to pass this line to the following steps	COMMENT

Fake / Example Data14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…/pentaho/di/job/entries/getpop/MailConnectionTest.java	1107	{ "User Name <user@example.com>", "user@example.com" },	CODE
LOW	…/pentaho/di/job/entries/getpop/MailConnectionTest.java	1108	{ "user@example.com", null },	CODE
LOW	…ho/di/trans/steps/s3csvinput/S3CsvInputHelperTest.java	339	assertArrayEquals( new String[]{ "John Doe", "25", "New York" }, result1 );	CODE
LOW	…ho/di/trans/steps/s3csvinput/S3CsvInputHelperTest.java	344	assertArrayEquals( new String[]{ "John Doe", "25", "New York" }, result2 );	CODE
LOW	…s/transformations/files/JSON - read nested fields.json	22	"value": "John Doe"	CODE
LOW	…s/transformations/files/JSON - read nested fields.json	75	"value": "Jane Doe"	CODE
LOW	…ho/di/repository/kdr/KettleDatabaseRepositoryTest.java	70	doReturn( new UserInfo( "John Doe" ) ).when( repo ).getUserInfo();	CODE
LOW	…ho/di/repository/kdr/KettleDatabaseRepositoryTest.java	95	assertEquals( "John Doe", insertRecord.getString( 3, null ) );	CODE
LOW	…c/test/java/org/pentaho/di/core/ssh/SshConfigTest.java	94	byte[] keyContent = "fake-key-content".getBytes();	CODE
LOW	…o/di/core/ssh/mina/MinaSshConnectionEdgeCasesTest.java	53	.keyPath( Path.of( "/tmp/fake-key" ) )	CODE
LOW	…o/di/core/ssh/mina/MinaSshConnectionEdgeCasesTest.java	62	byte[] keyContent = "fake-key-content".getBytes();	CODE
LOW	…rg/pentaho/di/core/ssh/mina/MinaSshConnectionTest.java	110	.keyPath( Path.of( "/tmp/fake-key" ) )	CODE
LOW	…rg/pentaho/di/core/ssh/mina/MinaSshConnectionTest.java	115	assertEquals( Path.of( "/tmp/fake-key" ), config.getKeyPath() );	CODE
LOW	…t/java/org/pentaho/di/trans/steps/ssh/SSHDataTest.java	277	when( fileContent.getInputStream() ).thenReturn( new ByteArrayInputStream( "fake-key-content".getBytes() ) );	CODE

Hyper-Verbose Identifiers11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	108	function loadRuleSetModuleMetaAsync(ruleSetModuleMeta) {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	170	function selectExternalConfigsAsync(moduleId) {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	215	function selectGlobalModulesConfigAsync() {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	246	function getGlobalRuleSetModulesMapConfig() {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	272	function selectModuleAnnotationsConfigAsync(module) {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	296	function configAnnotationToPrioritizedConfig(configAnnotation) {	CODE
LOW	…s/core-ui/src/main/resources/app/pentaho/_core/Core.js	306	function isExternalConfigAnnotation(annotationId) {	CODE
LOW	…ui/src/main/resources/app/pentaho/_core/module/Meta.js	651	function createErrorAnnotationNotAvailable(moduleId, annotationId) {	CODE
LOW	…ns/core-ui/src/main/resources/app/pentaho/lang/Base.js	1265	function methodOverrideWrapWithName(method, baseMethod, rootProto, name) {	CODE
LOW	…in/java/org/pentaho/ui/database/event/DataHandler.java	98	public class DataHandler extends AbstractXulEventHandler {	CODE
LOW	…/pentaho/di/trans/steps/systemdata/SystemDataTest.java	42	private static class SystemDataHandler extends SystemData {	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…aho/di/repository/pur/provider/PurRepositoryProxy.java	125	// is auto-generated code, coverage is ignored.	COMMENT

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	140	// Step 1: Initialize	COMMENT
LOW⚡	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	150	// Step 2: Upload parts.	COMMENT
LOW	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	201	// Step 3: Complete.	COMMENT

Structural Annotation Overuse3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	140	// Step 1: Initialize	COMMENT
LOW⚡	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	150	// Step 2: Upload parts.	COMMENT
LOW	…va/org/pentaho/s3common/S3CommonPipedOutputStream.java	201	// Step 3: Complete.	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/org/pentaho/di/core/database/DB2DatabaseMetaTest.java	196	nativeMeta.getFieldDefinition( new ValueMetaString( "FOO", 0, 0 ), "", "", false, false, false ) ); // Definitel	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ain/java/org/pentaho/di/trans/steps/gpload/GPLoad.java	287	// TODO: implement escape character	COMMENT

pentaho/pentaho-kettle

Open-Source Code Quality, Security and Technical Debt Review