{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-1e65e26aff6efa8b", "name": "Possibly dead Python function: normalize_prov_name", "shortDescription": {"text": "Possibly dead Python function: normalize_prov_name"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-633b99eb7715ae7e", "name": "Possibly dead Python function: classify", "shortDescription": {"text": "Possibly dead Python function: classify"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-03c4065821a97db3", "name": "Possibly dead Python function: quad", "shortDescription": {"text": "Possibly dead Python function: quad"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4ad923a578b791ac", "name": "Possibly dead Python function: map_cat", "shortDescription": {"text": "Possibly dead Python function: map_cat"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f563978ffb0b7fbc", "name": "Possibly dead Python function: classify_quad", "shortDescription": {"text": "Possibly dead Python function: classify_quad"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c43cbac0d3aa53f", "name": "Possibly dead Python function: pulse_badge_from_pct", "shortDescription": {"text": "Possibly dead Python function: pulse_badge_from_pct"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-759b6e9286c2ba15", "name": "Possibly dead Python function: replace_card", "shortDescription": {"text": "Possibly dead Python function: replace_card"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a00f453727174924", "name": "Stray `console.log` in TS/JS \u2014 _assets/tailwind.min.js:31", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 _assets/tailwind.min.js:31"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e161444844337642", "name": "Insecure pattern 'direct_innerhtml_assignment' in index.html:277", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in index.html:277"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-afc36251d014060e", "name": "Insecure pattern 'direct_innerhtml_assignment' in emerging-zone-jakarta/260502_NASA_emerging-zone-detector.html:914", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in emerging-zone-jakarta/260502_NASA_emerging-zone-detector.html:914"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-17cdffad70a332ee", "name": "Insecure pattern 'direct_innerhtml_assignment' in _design_refs_stitch/portal_landing/code.html:320", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in _design_refs_stitch/portal_landing/code.html:320"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3f05eac94e160b69", "name": "Insecure pattern 'direct_innerhtml_assignment' in mbg-gap-analysis/dashboard.html:854", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in mbg-gap-analysis/dashboard.html:854"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-163090322e4ce2fb", "name": "Insecure pattern 'direct_innerhtml_assignment' in _assets/alpine.min.js:5", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in _assets/alpine.min.js:5"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9671b9c075b434ca", "name": "Insecure pattern 'direct_innerhtml_assignment' in _assets/iconify-icon.min.js:12", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in _assets/iconify-icon.min.js:12"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-fefc94a6bce9323a", "name": "Insecure pattern 'direct_innerhtml_assignment' in peta-potensi-kendaraan/dashboard.html:996", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in peta-potensi-kendaraan/dashboard.html:996"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-47a8749038c1cac9", "name": "Insecure pattern 'direct_innerhtml_assignment' in umkm-nasional/dashboard.html:596", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in umkm-nasional/dashboard.html:596"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7e59e7c49695547e", "name": "Insecure pattern 'direct_innerhtml_assignment' in konsumsi-bbm/konsumsi-bbm-dashboard.html:1388", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in konsumsi-bbm/konsumsi-bbm-dashboard.html:1388"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a32cf371724059bc", "name": "Very large file: konsumsi-susenas/generator.py (2722 lines)", "shortDescription": {"text": "Very large file: konsumsi-susenas/generator.py (2722 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d2cd0210d33a35ab", "name": "Very large file: emerging-zone-jakarta/emerging-zone-generator-v4.py (1952 lines)", "shortDescription": {"text": "Very large file: emerging-zone-jakarta/emerging-zone-generator-v4.py (1952 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-648248e0d6105ef0", "name": "Very large file: emerging-zone-jakarta/emerging-zone-generator-v3.py (1496 lines)", "shortDescription": {"text": "Very large file: emerging-zone-jakarta/emerging-zone-generator-v3.py (1496 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7193dfa45c1a7612", "name": "Very large file: emerging-zone-jakarta/emerging-zone-generator.py (1646 lines)", "shortDescription": {"text": "Very large file: emerging-zone-jakarta/emerging-zone-generator.py (1646 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8f05f232f01cad50", "name": "Very large file: ketahanan-pangan/ketahanan-pangan-generator.py (1381 lines)", "shortDescription": {"text": "Very large file: ketahanan-pangan/ketahanan-pangan-generator.py (1381 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5afcfbb1d322dc08", "name": "Very large file: mbg-gap-analysis/generator.py (1376 lines)", "shortDescription": {"text": "Very large file: mbg-gap-analysis/generator.py (1376 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2fa4618dcbd54344", "name": "Very large file: peta-potensi-kendaraan/generator.py (1333 lines)", "shortDescription": {"text": "Very large file: peta-potensi-kendaraan/generator.py (1333 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-016af8b95571b3c8", "name": "Very large file: demografi-kesehatan/generator.py (1336 lines)", "shortDescription": {"text": "Very large file: demografi-kesehatan/generator.py (1336 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-94f4bd2d5f39ba40", "name": "Very large file: kelas-kabkota/generator.py (1116 lines)", "shortDescription": {"text": "Very large file: kelas-kabkota/generator.py (1116 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 33 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-faccb9061e9b52a0", "name": "No README detected", "shortDescription": {"text": "No README detected"}, "fullDescription": {"text": "No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 266 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 34 placeholder/mock markers across 6 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4478be4f0c879134", "name": "Network/subprocess call without timeout or try/except \u2014 emerging-zone-jakarta/emerging-zone-generator-v4.py:1950", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 emerging-zone-jakarta/emerging-zone-generator-v4.py:1950"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ce06cf55b089b38", "name": "Legacy-named symbol `should_copy` in _assets/package_share.py:17", "shortDescription": {"text": "Legacy-named symbol `should_copy` in _assets/package_share.py:17"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nemerging-zone-jakarta/final_assembly.py:shannon, emerging-zone-jakarta/emerging-zone-generator.py:shannon_entropy\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/23208"}, "properties": {"repository": "yehezkielgemini1/Dashboard-Mandiri-Institute", "repoUrl": "https://github.com/yehezkielgemini1/Dashboard-Mandiri-Institute", "branch": "main"}, "results": [{"ruleId": "scanner-1e65e26aff6efa8b", "level": "note", "message": {"text": "Possibly dead Python function: normalize_prov_name"}, "properties": {"repobilityId": "abb191ea17d6e1b1", "scanner": "scanner-primary", "fingerprint": "1e65e26aff6efa8b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "konsumsi-susenas/generator.py:47"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-633b99eb7715ae7e", "level": "note", "message": {"text": "Possibly dead Python function: classify"}, "properties": {"repobilityId": "4ae68d90aaac82d9", "scanner": "scanner-primary", "fingerprint": "633b99eb7715ae7e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "emerging-zone-jakarta/aggregate_kawasan.py:157"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-03c4065821a97db3", "level": "note", "message": {"text": "Possibly dead Python function: quad"}, "properties": {"repobilityId": "0e73ba6241f395d1", "scanner": "scanner-primary", "fingerprint": "03c4065821a97db3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "emerging-zone-jakarta/final_assembly.py:305"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4ad923a578b791ac", "level": "note", "message": {"text": "Possibly dead Python function: map_cat"}, "properties": {"repobilityId": "ea4d300984c16675", "scanner": "scanner-primary", "fingerprint": "4ad923a578b791ac", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "emerging-zone-jakarta/validate_proxies.py:99"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f563978ffb0b7fbc", "level": "note", "message": {"text": "Possibly dead Python function: classify_quad"}, "properties": {"repobilityId": "1754f266897c643c", "scanner": "scanner-primary", "fingerprint": "f563978ffb0b7fbc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "emerging-zone-jakarta/emerging-zone-generator.py:510"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2c43cbac0d3aa53f", "level": "note", "message": {"text": "Possibly dead Python function: pulse_badge_from_pct"}, "properties": {"repobilityId": "ff1e94188e68e5d8", "scanner": "scanner-primary", "fingerprint": "2c43cbac0d3aa53f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "emerging-zone-jakarta/emerging-zone-generator.py:530"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-759b6e9286c2ba15", "level": "note", "message": {"text": "Possibly dead Python function: replace_card"}, "properties": {"repobilityId": "88b116fc076d0499", "scanner": "scanner-primary", "fingerprint": "759b6e9286c2ba15", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "_shared/fix_carousel_and_cards.py:129"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a00f453727174924", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 _assets/tailwind.min.js:31"}, "properties": {"repobilityId": "3b6aff22ed29dd92", "scanner": "scanner-primary", "fingerprint": "a00f453727174924", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-e161444844337642", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in index.html:277"}, "properties": {"repobilityId": "f91708437a3a5445", "scanner": "scanner-primary", "fingerprint": "e161444844337642", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "index.html"}, "region": {"startLine": 277}}}]}, {"ruleId": "scanner-afc36251d014060e", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in 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