1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

4.1K

Stars

Java

Language

561.6K

Lines of Code

3.5K

Files

334

Pattern Hits

2026-10-31

Scan Date

0.02

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 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 173 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.3/100 · LOW

Are imports declared and package/API names verified? 101 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 63 finding(s).

PR Review Velocity Impact 8.4/100 · LOW

Which changes need focused human review? 334 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 58HIGH 4MEDIUM 57LOW 215

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 334 distinct pattern matches across 15 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 Indicators58 hits · 570 pts

Severity	File	Line	Snippet	Context
CRITICAL	…est/java/org/apache/tika/parser/pdf/PDFParserTest.java	2648	new org.apache.tika.parser.enricher.CompositeContentEnricher(List.of(enricher)));	CODE
CRITICAL	…rc/main/java/org/apache/tika/parser/pdf/OcrConfig.java	72	return org.apache.tika.renderer.ImageFormat.valueOf(name());	CODE
CRITICAL	…rc/main/java/org/apache/tika/parser/pdf/OcrConfig.java	81	return org.apache.tika.renderer.ImageType.valueOf(name());	CODE
CRITICAL	…pache/tika/detect/gzip/GZipSpecializationDetector.java	57	org.apache.commons.compress.utils.IOUtils.readFully(tis, firstTwo);	CODE
CRITICAL	…n/java/org/apache/tika/parser/hwp/HwpStreamReader.java	90	int read = org.apache.poi.util.IOUtils.readFully(input, buf, 0, 4);	CODE
CRITICAL	…java/org/apache/tika/parser/image/ImageParserTest.java	244	new org.apache.tika.parser.enricher.CompositeContentEnricher(	CODE
CRITICAL	…java/org/apache/tika/parser/image/ImageParserTest.java	275	new org.apache.tika.parser.enricher.CompositeContentEnricher(	CODE
CRITICAL	…java/org/apache/tika/parser/image/ImageParserTest.java	310	new org.apache.tika.parser.enricher.CompositeContentEnricher(	CODE
CRITICAL	…java/org/apache/tika/parser/image/ImageParserTest.java	353	new org.apache.tika.parser.enricher.CompositeContentEnricher(	CODE
CRITICAL	…/microsoft/onenote/fsshttpb/MSOneStorePackageTest.java	2669	object.referencedObjectID = new org.apache.tika.parser.microsoft.onenote.fsshttpb.streamobj.basic.ExGUIDArra	CODE
CRITICAL	…/microsoft/onenote/fsshttpb/MSOneStorePackageTest.java	2673	object.referencedObjectSpacesID = new org.apache.tika.parser.microsoft.onenote.fsshttpb.streamobj.basic.Cell	CODE
CRITICAL	…va/org/apache/tika/parser/microsoft/WordExtractor.java	221	new org.apache.poi.hwpf.extractor.WordExtractor(document);	CODE
CRITICAL	…ache/tika/parser/microsoft/AbstractPOIFSExtractor.java	446	return org.apache.commons.io.IOUtils.toString(is, StandardCharsets.UTF_16LE);	CODE
CRITICAL	…g/apache/tika/parser/microsoft/onenote/OneNotePtr.java	647	data.subType.objectDeclarationWithRefCount.body.jcid.loadFrom32BitIndex(jcid);	CODE
CRITICAL	…g/apache/tika/parser/microsoft/onenote/OneNotePtr.java	992	if (data.subType.objectDeclarationWithRefCount.body.jcid.isObjectSpaceObjectPropSet()) {	CODE
CRITICAL	…va/org/apache/tika/parser/vlm/OpenAIVLMParserTest.java	508	org.apache.tika.metadata.TikaCoreProperties.EmbeddedResourceType.INLINE.name());	CODE
CRITICAL	…va/org/apache/tika/parser/vlm/OpenAIVLMParserTest.java	534	org.apache.tika.metadata.TikaCoreProperties.EmbeddedResourceType.INLINE.name());	CODE
CRITICAL	…va/org/apache/tika/parser/climate/ClimateForecast.java	54	org.apache.tika.metadata.ClimateForecast.PREFIX.length()),	CODE
CRITICAL	…test/resources/test-dirs/extractsA/file8_IOEx.pdf.json	9	"tk:exception:runtime": "java.lang.RuntimeException: java.io.IOException: Value is not an integer: 85467364285380854	CODE
CRITICAL	…/resources/test-dirs/extractsA/file6_accessEx.pdf.json	8	"tk:exception:container-exception": "org.apache.tika.exception.AccessPermissionException: Content extraction is not	CODE
CRITICAL	…test/resources/test-dirs/extractsB/file8_IOEx.pdf.json	9	"tk:exception:runtime": "java.lang.RuntimeException: java.io.IOException: Value is not an integer: 85467364285380854	CODE
CRITICAL	…/resources/test-dirs/extractsB/file6_accessEx.pdf.json	8	"tk:exception:container-exception": "org.apache.tika.exception.AccessPermissionException: Content extraction is not	CODE
CRITICAL	…-eval-app/src/test/resources/extracts/TIKA-4446-b.json	1	[{"msoffice:excel:has-hidden-rows":"true","tk:parsed-by-full-set":["org.apache.tika.parser.CompositeParser","org.apache.	CODE
CRITICAL	…-eval-app/src/test/resources/extracts/TIKA-4446-a.json	1	[{"msoffice:excel:has-hidden-rows":"true","tk:parsed-by-full-set":["org.apache.tika.parser.CompositeParser","org.apache.	CODE
CRITICAL	…/tika/eval/core/tokens/tools/CommonTokenGenerator.java	360	org.apache.tika.langdetect.charsoup.core.CharSoupModel.load(is);	CODE
CRITICAL	…/apache/tika/parser/enricher/ContentEnrichersTest.java	576	NullPointerException thrown = org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…/apache/tika/parser/enricher/ContentEnrichersTest.java	613	TikaException thrown = org.junit.jupiter.api.Assertions.assertThrows(TikaException.class,	CODE
CRITICAL	…/apache/tika/parser/enricher/ContentEnrichersTest.java	647	org.junit.jupiter.api.Assertions.assertThrows(	CODE
CRITICAL	…re/src/main/java/org/apache/tika/io/FilenameUtils.java	320	int prefixLength = org.apache.commons.io.FilenameUtils.getPrefixLength(path);	CODE
CRITICAL	…ava/org/apache/tika/pipes/grpc/TikaGrpcServerImpl.java	515	.setCode(io.grpc.Status.Code.NOT_FOUND.value())	CODE
CRITICAL⚡	…java/org/apache/tika/server/core/TikaResourceTest.java	322	new org.apache.cxf.jaxrs.ext.multipart.ContentDisposition(	CODE
CRITICAL⚡	…java/org/apache/tika/server/core/TikaResourceTest.java	325	new org.apache.cxf.jaxrs.ext.multipart.Attachment("file",	CODE
CRITICAL⚡	…java/org/apache/tika/server/core/TikaResourceTest.java	331	.post(new org.apache.cxf.jaxrs.ext.multipart.MultipartBody(List.of(att)));	CODE
CRITICAL	…org/apache/tika/server/core/resource/TikaResource.java	304	jakarta.ws.rs.core.MediaType mediaType = (contentTypeHeader == null \|\| "/".equals(contentTypeHeader)) ? null :	CODE
CRITICAL	…ache/tika/config/loader/ContentEnricherLoaderTest.java	215	org.junit.jupiter.api.Assertions.assertThrows(	STRING
CRITICAL	…ache/tika/config/loader/ContentEnricherLoaderTest.java	247	org.junit.jupiter.api.Assertions.assertThrows(	STRING
CRITICAL	…ache/tika/config/loader/ContentEnricherLoaderTest.java	293	org.junit.jupiter.api.Assertions.assertThrows(	STRING
CRITICAL	…/tika/serialization/TestParseContextSerialization.java	601	org.apache.tika.parser.ParseRecord.newInstance(pc));	STRING
CRITICAL	…/tika/serialization/TestParseContextSerialization.java	602	org.apache.tika.config.ParseTimeout.getOrCreate(pc);	STRING
CRITICAL	…rg/apache/tika/parser/external/ExternalParserTest.java	47	assumeTrue(org.apache.tika.utils.ProcessUtils.checkCommand(new String[]{	CODE
CRITICAL	…rg/apache/tika/parser/external/ExternalParserTest.java	75	assumeTrue(org.apache.tika.utils.ProcessUtils.checkCommand(	CODE
CRITICAL	…rg/apache/tika/parser/external/ExternalParserTest.java	94	assumeTrue(org.apache.tika.utils.ProcessUtils.checkCommand(	CODE
CRITICAL	…rg/apache/tika/parser/external/ExternalParserTest.java	172	assumeTrue(org.apache.tika.utils.ProcessUtils.checkCommand(	CODE
CRITICAL	…rg/apache/tika/parser/external/ExternalParserTest.java	174	assumeTrue(org.apache.tika.utils.ProcessUtils.checkCommand(	CODE
CRITICAL	…che/tika/ml/chardetect/tools/EvalCharsetDetectors.java	152	? new org.apache.tika.ml.chardetect.MojibusterEncodingDetector(nbModelPath)	CODE
CRITICAL	…/apache/tika/ml/junkdetect/UnicodeBlockRangesTest.java	123	org.junit.jupiter.api.Assertions.assertEquals(	CODE
CRITICAL	…rg/apache/tika/ml/junkdetect/tools/TrainJunkModel.java	252	int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount();	CODE
CRITICAL	…rg/apache/tika/ml/junkdetect/tools/TrainJunkModel.java	533	int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount();	CODE
CRITICAL	…rg/apache/tika/ml/junkdetect/tools/TrainJunkModel.java	542	int blockId = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketOf(cp);	CODE
CRITICAL	…rg/apache/tika/ml/junkdetect/tools/TrainJunkModel.java	558	int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount();	CODE
CRITICAL	…rg/apache/tika/ml/junkdetect/tools/TrainJunkModel.java	567	ids[len++] = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketOf(cp);	CODE
CRITICAL	…rg/apache/tika/pipes/ignite/IgniteConfigStoreTest.java	236	io.grpc.health.v1.HealthGrpc.newBlockingStub(testChannel)	CODE
CRITICAL	…rg/apache/tika/pipes/ignite/IgniteConfigStoreTest.java	240	io.grpc.health.v1.HealthCheckRequest.getDefaultInstance());	CODE
CRITICAL	…/org/apache/tika/pipes/filesystem/HandlerTypeTest.java	212	io.grpc.health.v1.HealthGrpc.newBlockingStub(testChannel)	CODE
CRITICAL	…/org/apache/tika/pipes/filesystem/HandlerTypeTest.java	215	io.grpc.health.v1.HealthCheckRequest.getDefaultInstance());	CODE
CRITICAL	…va/org/apache/tika/pipes/ignite/IgniteConfigStore.java	99	ignite = org.apache.ignite.client.IgniteClient.builder()	CODE
CRITICAL	…/main/java/org/apache/tika/async/cli/TikaAsyncCLI.java	481	org.apache.commons.cli.help.HelpFormatter helpFormatter = org.apache.commons.cli.help.HelpFormatter.builder().ge	CODE
CRITICAL	tika-app/src/main/java/org/apache/tika/cli/TikaCLI.java	503	org.apache.logging.log4j.core.config.Configurator.setRootLevel(Level.DEBUG);	CODE

Decorative Section Separators46 hits · 138 pts

Severity	File	Line	Snippet	Context
MEDIUM	…t-charsoup/src/test/python/check_script_consistency.py	14	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…t-charsoup/src/test/python/check_script_consistency.py	16	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…t-charsoup/src/test/python/check_script_consistency.py	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…t-charsoup/src/test/python/check_script_consistency.py	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…a-langdetect-charsoup/src/test/python/eval_fasttext.py	29	# ── Complete fastText lid.176 label → ISO 639-3 mapping ──────────────────	COMMENT
MEDIUM	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	57	# ── Cleaning parameters (keep in sync with collect_wikipedia.py) ──────────────	COMMENT
MEDIUM	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	73	# ── fastText top-10 filter (keep in sync with collect_wikipedia.py) ───────────	COMMENT
MEDIUM	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	89	# ── Confusables ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	68	# ── fastText top-10 filter ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	89	# ── Sentence cleaning ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	137	# ── Languages in the fastText model with Wikipedia editions ──────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	151	# ── Wikipedia editions without fastText coverage ──────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	157	# ── Previously unmapped: real languages now covered ───────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	192	# ── Additional Wikipedia editions identified as missing ───────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	286	# ── Confusables (single source of truth: confusables.txt) ────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	329	# ── Sentence cleaning ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	342	# ── Per-language collection ───────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	436	# ── Output ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	448	# ── Main ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…detect-charsoup/src/test/python/summarize_wikipedia.py	119	# ── Console report ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…detect-charsoup/src/test/python/summarize_wikipedia.py	156	# ── TSV output ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	20	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	22	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	75	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	158	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	160	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	179	# -----------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	181	# -----------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	217	# -----------------------------------------------------------------------	COMMENT
MEDIUM	…angdetect-charsoup/src/test/python/diagnose_kor_eng.py	219	# -----------------------------------------------------------------------	COMMENT
MEDIUM	…ect-charsoup/src/main/python/extract_madlad_to_wiki.py	48	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ect-charsoup/src/main/python/extract_madlad_to_wiki.py	50	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	17	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	19	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	73	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	75	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	105	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	107	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…pache/tika/pipes/plugin/solr/SolrClientHelperTest.java	50	// ── auth: basic credentials applied ─────────────────────────────────────	COMMENT
MEDIUM	…pache/tika/pipes/plugin/solr/SolrClientHelperTest.java	84	// ── auth: non-basic scheme rejected when credentials present ─────────────	COMMENT
MEDIUM	…pache/tika/pipes/plugin/solr/SolrClientHelperTest.java	106	// ── auth: no credentials when username is blank ──────────────────────────	COMMENT
MEDIUM	…pache/tika/pipes/plugin/solr/SolrClientHelperTest.java	125	// ── proxy: applied when host and positive port are set ──────────────────	COMMENT
MEDIUM	…pache/tika/pipes/plugin/solr/SolrClientHelperTest.java	166	// ── combined: auth + proxy together ──────────────────────────────────────	COMMENT

Over-Commented Block131 hits · 131 pts

Severity	File	Line	Snippet	Context
LOW	.asf.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…ika/ml/chardetect/Utf16ColumnFeatureExtractorTest.java	141	assertEquals(0, f[ASCII_ODD]);	COMMENT
LOW	…ml/chardetect/Utf16SpecialistEncodingDetectorTest.java	81	// INT8 weights: class 0 (LE) vs class 1 (BE).	COMMENT
LOW	…ka/ml/chardetect/NaiveBayesBigramEncodingDetector.java	541	// floor, since short probes legitimately have lower diversity	COMMENT
LOW	…/org/apache/tika/ml/chardetect/CharsetConfusables.java	181		COMMENT
LOW	…/org/apache/tika/ml/chardetect/CharsetConfusables.java	201	// IMPORTANT — this is a LOSSY confusable, unlike most others:	COMMENT
LOW	…/org/apache/tika/ml/chardetect/CharsetConfusables.java	241	// directional variants, so our detector returns IBM424 for both.	COMMENT
LOW	…/org/apache/tika/ml/chardetect/CharsetConfusables.java	261	// IBM437 vs IBM850: IBM437's distinguishing bytes are box-drawing	COMMENT
LOW	…/org/apache/tika/ml/chardetect/CharsetConfusables.java	281	// Japanese Windows: Shift_JIS ⊂ windows-31j (CP932).	COMMENT
LOW	…che/tika/ml/chardetect/MojibusterEncodingDetector.java	241	int highBytes = probe == null ? 0 : HighByteLetterStats.countHighBytes(probe);	COMMENT
LOW	…che/tika/ml/chardetect/MojibusterEncodingDetector.java	321	LOG.trace("mojibuster -> utf16 short-circuit {}", name);	COMMENT
LOW	…che/tika/ml/chardetect/MojibusterEncodingDetector.java	441	// candidates can still override at low confidence.	COMMENT
LOW	…va/org/apache/tika/detect/icu4j/CharsetRecog_mbcs.java	141	* @param det The charset detector, which is needed to get at the input byte data	COMMENT
LOW	…a/detect/html/StandardCharsets_unsupported_by_IANA.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…rc/test/resources/config-examples/pdf-parser-full.json	41	// Ignore content-stream space glyphs; rely on the spacing algorithm (PDFBOX-3774).	COMMENT
LOW	…ration-tests/src/test/resources/test-documents/testH.h	1	#ifndef TIKA_HELLO_WORLD	COMMENT
LOW	…/java/org/apache/tika/parser/pkg/CompressorParser.java	241	CompressorStreamFactory factory =	COMMENT
LOW	…est/java/org/apache/tika/parser/odf/ODFParserTest.java	401	public void testFlatFodsEmbeddedChart() throws Exception {	COMMENT
LOW	…/tika/parser/wordperfect/WP6DocumentAreaExtractor.java	161	// 130,131,133: soft hyphens	COMMENT
LOW	…org/apache/tika/parser/odf/FlatOpenDocumentParser.java	161		COMMENT
LOW	…rg/apache/tika/parser/odf/OpenDocumentBodyHandler.java	541	} else if ("notes".equals(localName)) {	COMMENT
LOW	…es/org/apache/tika/parser/html/self-closeable-tags.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…ava/org/apache/tika/parser/ocr/TesseractOCRConfig.java	61	// enable image preprocessing with ImageMagick (optional)	COMMENT
LOW	…/src/test/resources/test-documents/testWORD_2006ml.xml	1	<?xml version="1.0" encoding="UTF-8" standalone="yes"?>	COMMENT
LOW	…/src/test/resources/test-documents/testWORD_2006ml.xml	1781	////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…/src/test/resources/test-documents/testWORD_2006ml.xml	1921	////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…ache/tika/parser/microsoft/ooxml/OOXMLDocxSAXTest.java	321	// the outer paragraph and leaving the XHTML stack mismatched at	COMMENT
LOW	…ache/tika/parser/microsoft/ooxml/OOXMLDocxSAXTest.java	341	// closeFormattingTags() for the outer state, emitting </b> while	COMMENT
LOW	…s/org/apache/tika/parser/microsoft/msg/props_table.txt	1	#	COMMENT
LOW	…ache/tika/detect/microsoft/POIFSContainerDetector.java	421	if (ucNames.contains(ENCRYPTED_PACKAGE)) {	COMMENT
LOW	…va/org/apache/tika/parser/microsoft/WordExtractor.java	621	return end;	COMMENT
LOW	…rg/apache/tika/parser/microsoft/rtf/TextExtractor.java	321	// inside a HYPERLINK's fldrslt) doesn't prematurely close the outer <a>	COMMENT
LOW	…rg/apache/tika/parser/microsoft/rtf/TextExtractor.java	461	}	COMMENT
LOW	…rg/apache/tika/parser/microsoft/rtf/TextExtractor.java	881	throws IOException, SAXException, TikaException {	COMMENT
LOW	…rg/apache/tika/parser/microsoft/rtf/TextExtractor.java	1421	if (fieldState == 0) {	COMMENT
LOW	…a/parser/microsoft/ooxml/OOXMLTikaBodyPartHandler.java	61		COMMENT
LOW	…microsoft/ooxml/OOXMLWordAndPowerPointTextHandler.java	161	//Stack rather than a single boolean: nested <w:p> (e.g., inside	COMMENT
LOW	…/tika/parser/microsoft/chm/ChmDirectoryListingSet.java	261	// else if (indexWorkData>=0) {	COMMENT
LOW	…/tika/parser/microsoft/chm/ChmDirectoryListingSet.java	281	// // placeHolder, (placeHolder +	COMMENT
LOW	…sources/org/apache/tika/parser/ner/regex/ner-regex.txt	1	#	COMMENT
LOW	…sources/org/apache/tika/parser/ner/regex/ner-regex.txt	1	#	COMMENT
LOW	…org/apache/tika/annotation/TikaComponentProcessor.java	401	# this work for additional information regarding copyright ownership.	COMMENT
LOW	…ntegration-tests/src/test/resources/docker-compose.yml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…a-eval-core/src/main/resources/lucene-char-mapping.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	tika-parent/forbidden-apis-json-reader-bans.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	tika-parent/forbidden-apis-exception-reporting-bans.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	tika-parent/forbidden-apis-none.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	tika-parent/forbidden-apis-xml-factory-bans.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	tika-parent/forbidden-apis-metadata-string-key-bans.txt	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/antora-playbook.yml	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	docs/antora.yml	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	docs/publish-docs.sh	1	#!/bin/bash	COMMENT
LOW	docs/modules/ROOT/examples/pdf-parser-full.json	41	// Ignore content-stream space glyphs; rely on the spacing algorithm (PDFBOX-3774).	COMMENT
LOW	.devcontainer/devcontainer.json	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…/org/apache/tika/language/detect/LanguageDetector.java	21	import java.util.Map;	COMMENT
LOW	tika-grpc/docker-build/start-tika-grpc.sh	1	#!/bin/bash	COMMENT
LOW	tika-grpc/docker-build/docker-build.sh	1	#!/bin/bash	COMMENT
LOW	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	1	#!/usr/bin/env python3	COMMENT
LOW	…langdetect-charsoup/src/test/python/download_madlad.py	1	#!/usr/bin/env python3	COMMENT
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	1	#!/usr/bin/env python3	COMMENT
71 more matches not shown…

Fake / Example Data34 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	…in/java/org/apache/tika/example/TranslatorExample.java	25	translator.setId("dummy-id");	CODE
LOW	…a/org/apache/tika/parser/pkg/CompressorParserTest.java	50	assertContains("Lorem ipsum dolor sit amet", r.xml);	CODE
LOW	…a/org/apache/tika/parser/pkg/CompressorParserTest.java	50	assertContains("Lorem ipsum dolor sit amet", r.xml);	CODE
LOW	…va/org/apache/tika/parser/ibooks/iBooksParserTest.java	60	assertContains("Lorem ipsum dolor rutur amet", content);	CODE
LOW	…va/org/apache/tika/parser/indesign/IDMLParserTest.java	55	assertContains("Lorem ipsum dolor sit amet, consectetur adipiscing elit", content);	CODE
LOW	…va/org/apache/tika/parser/indesign/IDMLParserTest.java	55	assertContains("Lorem ipsum dolor sit amet, consectetur adipiscing elit", content);	CODE
LOW	…va/org/apache/tika/parser/indesign/IDMLParserTest.java	66	assertContains("<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit", xml);	CODE
LOW	…va/org/apache/tika/parser/indesign/IDMLParserTest.java	66	assertContains("<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit", xml);	CODE
LOW⚡	…est/java/org/apache/tika/parser/mif/MIFParserTest.java	45	assertContains("Lorem ipsum dolor sit amet, consectetur adipiscing elit", content);	CODE
LOW⚡	…est/java/org/apache/tika/parser/mif/MIFParserTest.java	45	assertContains("Lorem ipsum dolor sit amet, consectetur adipiscing elit", content);	CODE
LOW⚡	…est/java/org/apache/tika/parser/mif/MIFParserTest.java	53	assertContains("<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit", xml);	CODE
LOW⚡	…est/java/org/apache/tika/parser/mif/MIFParserTest.java	53	assertContains("<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit", xml);	CODE
LOW	…est/java/org/apache/tika/parser/dwg/DWGParserTest.java	180	assertEquals("Lorem ipsum", metadata.get(TikaCoreProperties.COMMENTS).substring(0, 11));	CODE
LOW	…c/test/resources/test-documents/testHTML_metadata.html	7	<meta name="author" content="John Doe">	CODE
LOW	…urces/test-documents/testHTML_metadata_two_titles.html	9	<meta name="author" content="John Doe">	CODE
LOW	…t/java/org/apache/tika/parser/html/HtmlParserTest.java	1365	assertEquals("John Doe", m.get(TikaCoreProperties.CREATOR));	CODE
LOW	…/src/test/resources/test-documents/testWORD_2006ml.xml	4043	AAAAJQAAAAwAAAANAACADgAAABQAAAAAAAAAEAAAABQAAAA=</pkg:binaryData></pkg:part><pkg:part pkg:name="/word/comments.xml" pkg:	CODE
LOW	…che/tika/language/translate/impl/YandexTranslator.java	59	private static final String DEFAULT_KEY = "dummy-key";	CODE
LOW	…he/tika/language/translate/impl/Lingo24Translator.java	52	private static final String DEFAULT_KEY = "dummy-key";	CODE
LOW	…/tika/language/translate/impl/MicrosoftTranslator.java	44	public static final String DEFAULT_ID = "dummy-id";	CODE
LOW	…/modules/ROOT/examples/pipes-google-drive-fetcher.json	7	"subjectUser": "user@example.com",	CODE
LOW⚡	…e/src/test/java/org/apache/tika/io/TailStreamTest.java	37	private static final String TEXT = "Lorem ipsum dolor sit amet, consetetur " +	CODE
LOW⚡	…e/src/test/java/org/apache/tika/io/TailStreamTest.java	37	private static final String TEXT = "Lorem ipsum dolor sit amet, consetetur " +	CODE
LOW⚡	…e/src/test/java/org/apache/tika/io/TailStreamTest.java	41	"kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor " + "sit amet.";	CODE
LOW	…pache/tika/langdetect/lingo24/Lingo24LangDetector.java	57	private static final String DEFAULT_KEY = "dummy-key";	CODE
LOW	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	70	r'\|Lorem ipsum'	CODE
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	101	r'\|Lorem ipsum' # placeholder text	CODE
LOW⚡	…he/tika/server/core/benchmark/TikaServerBenchmark.java	86	<write element="p" times="%d">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod te	CODE
LOW⚡	…he/tika/server/core/benchmark/TikaServerBenchmark.java	86	<write element="p" times="%d">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod te	CODE
LOW⚡	…he/tika/server/core/benchmark/TikaServerBenchmark.java	90	String paddingLine = "PADDING: Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor in	STRING
LOW⚡	…he/tika/server/core/benchmark/TikaServerBenchmark.java	90	String paddingLine = "PADDING: Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor in	STRING
LOW	…st/resources/config-examples/google-drive-fetcher.json	7	"subjectUser": "user@example.com",	CODE
LOW	…/apache/tika/pipes/googledrive/ConfigExamplesTest.java	42	assertEquals("user@example.com", config.getSubjectUser());	CODE
LOW	…pes/fetcher/googledrive/GoogleDriveFetcherFactory.java	38	* "impersonatedUser": "user@example.com"	COMMENT

Deep Nesting21 hits · 21 pts

Severity	File	Line	Context
LOW	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	96	CODE
LOW	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	155	CODE
LOW	…ka-langdetect-charsoup/src/test/python/clean_madlad.py	185	CODE
LOW	…langdetect-charsoup/src/test/python/download_madlad.py	149	CODE
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	293	CODE
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	356	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	97	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	186	CODE
LOW	…ect-charsoup/src/main/python/extract_madlad_to_wiki.py	100	CODE
LOW	.github/scripts/check_split_packages.py	46	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	124	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	149	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	198	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/build_eval_tsv.py	25	CODE
LOW	…-ml/tika-ml-chardetect/scripts/select_unicode_langs.py	144	CODE
LOW	…-ml/tika-ml-chardetect/scripts/select_unicode_langs.py	196	CODE
LOW	…ka-ml-chardetect/scripts/extract_zhwiki_traditional.py	75	CODE
LOW	…l/tika-ml-chardetect/scripts/extract_wiki_sentences.py	80	CODE
LOW	…update-site-for-release/scripts/extract-tika-issues.py	63	CODE
LOW	…date-site-for-release/scripts/extract-tika-contribs.py	99	CODE
LOW	…date-site-for-release/scripts/extract-tika-contribs.py	157	CODE

AI Slop Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	…g/apache/tika/parser/pdf/updates/StartXRefScanner.java	161	//TODO -- make this more robust	COMMENT
MEDIUM	…rg/apache/tika/parser/microsoft/rtf/TextExtractor.java	1612	// Be robust if RTF doc is corrupt (has too many	COMMENT
MEDIUM	…ain/java/org/apache/tika/eval/app/ExtractComparer.java	384	//TODO: could make this more robust	COMMENT
MEDIUM	tika-server/tika-server-standard/bin/tika.in.sh	77	# process is more robust to OOMs, Infinite	COMMENT
MEDIUM	…n/java/org/apache/tika/pipes/emitter/s3/S3Emitter.java	212	// In practice, sending a file is more robust	COMMENT

Modern AI Meta-Vocabulary4 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	tika-server/docker-build/docker-tool.sh	169	# on the host stands in for a hosted OCR model and an embedding model, started --flaky so every	COMMENT
MEDIUM⚡	…te-site-for-release/scripts/scaffold-stable-version.sh	29	# scaffold-stable-version.sh <tika-site-root> <prev-version> <new-version>	COMMENT
MEDIUM⚡	…te-site-for-release/scripts/scaffold-stable-version.sh	31	# scaffold-stable-version.sh /path/to/tika-site 3.3.1 3.3.2	COMMENT
MEDIUM	release-tools/uat/run-uat.sh	277	# embedding model. These checks prove the wiring between tika-server, its forked worker	COMMENT

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…ka-ml-chardetect/scripts/extract_zhwiki_traditional.py	70	except (UnicodeEncodeError, UnicodeDecodeError):	CODE
HIGH	…date-site-for-release/scripts/extract-tika-contribs.py	136	except (FileNotFoundError, subprocess.SubprocessError):	CODE
HIGH	…date-site-for-release/scripts/extract-tika-contribs.py	151	except Exception: # noqa: BLE001 - keep the login on any lookup failure	CODE

Excessive Try-Catch Wrapping11 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	…langdetect-charsoup/src/test/python/download_madlad.py	174	except Exception as e:	CODE
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	243	except Exception as e:	CODE
LOW	…ngdetect-charsoup/src/test/python/collect_wikipedia.py	397	except Exception as e:	CODE
MEDIUM	…a-langdetect-charsoup/src/test/python/filter_pashto.py	100	print(f"Error: no sentence file found in {pus_dir}", file=sys.stderr)	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	284	except Exception as e:	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	303	except Exception as e:	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	142	except Exception:	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	332	except Exception as e:	CODE
LOW	…date-site-for-release/scripts/extract-tika-contribs.py	151	except Exception: # noqa: BLE001 - keep the login on any lookup failure	CODE
LOW	…date-site-for-release/scripts/extract-tika-contribs.py	216	except Exception as e: # noqa: BLE001	CODE
LOW	…date-site-for-release/scripts/extract-tika-contribs.py	227	except Exception as e: # noqa: BLE001	CODE

Unused Imports9 hits · 9 pts

Severity	File	Line	Context
LOW	…t-charsoup/src/test/python/check_script_consistency.py	11	CODE
LOW	…angdetect-charsoup/src/test/python/filter_uppercase.py	31	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	51	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	52	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	56	CODE
LOW	…ect-charsoup/src/main/python/extract_madlad_to_wiki.py	43	CODE
LOW	tika-ml/tika-ml-chardetect/scripts/download_madlad.py	35	CODE
LOW	…l/tika-ml-chardetect/scripts/convert_wiki_to_madlad.py	19	CODE
LOW	…-ml/tika-ml-chardetect/scripts/select_unicode_langs.py	15	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…ava/org/apache/tika/detect/NNExampleModelDetector.java	106	* given string is # In this example grb model file, there are 4 elements 1)	COMMENT

Example Usage Blocks4 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	docs/publish-docs.sh	22	# Usage:	COMMENT
LOW	tika-grpc/run-dev.sh	4	# Usage:	COMMENT
LOW	tika-metadata-schema/regen.sh	29	# Usage:	COMMENT
LOW⚡	…te-site-for-release/scripts/scaffold-stable-version.sh	28	# Usage:	COMMENT

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…rc/main/java/org/apache/tika/utils/XMLReaderUtils.java	174	* If you call reset() on the parser, make sure to replace the	COMMENT
MEDIUM	…/apache/tika/pipes/core/config/LoggingConfigStore.java	29	* Example custom ConfigStore implementation for demonstration purposes.	COMMENT

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…ser/microsoft/ooxml/xwpf/ml2006/BinaryDataHandler.java	36	class BinaryDataHandler extends AbstractPartHandler {	CODE
LOW	…java/org/apache/tika/parser/xml/FictionBookParser.java	58	private static class BinaryElementsDataHandler extends DefaultHandler {	CODE
LOW	…langdetect-charsoup/src/test/python/download_corpus.py	97	def download_and_extract_sentences(url: str, max_sentences: int) -> list[str]:	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…g/apache/tika/pipes/s3/tests/PipeIntegrationTests.java	92	// TODO: Implement tests using new plugin system with JSON configuration	COMMENT
LOW	…ava/org/apache/tika/pipes/core/server/EmitHandler.java	290	//TODO: implement this	COMMENT

apache/tika

Open-Source Code Quality, Security and Technical Debt Review