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Drivers by points: if/else 7 (16 pts), loops 2 (5 pts) (nesting depth added 12). To reduce it, split the body into named stages: move each independent step or branch into its own named function so the body reads as a short sequence of named calls rather than one long body."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"bs4/whocc.py"},"region":{"startLine":113}}}],"partialFingerprints":{"codehealthFindingId/v1":"c8f2ecc821734f0ddf5808713f1ae468f3555b08b8e648bf503b9b21b129309a"}},{"ruleId":"D4","level":"warning","message":{"text":"Members sharing a duplicated core (5 members, 50\u002B identical tokens): whocc_scraper/whocc_scraper/spiders/fourth.py:11-31 | whocc_scraper/whocc_scraper/spiders/fourth.py:36-57 | whocc_scraper/whocc_scraper/spiders/fourth.py:60-77 | whocc_scraper/whocc_scraper/spiders/fourth.py:80-96 | whocc_scraper/whocc_scraper/spiders/whocc_spider.py:9-25 \u2014 These 5 members share a duplicated core: a run of at least 50 identical tokens appears in every one of them. That run is NOT broken out as duplicated-block rows below \u2014 it is what admitted this row, and the blocks below cover only the part of it that clears the block floor, so they understate the correspondence. Read the members as one construct written 5 times. The repair is at the members\u0027 grain \u2014 factor the shared implementation out once and have all of them call it with their differences as parameters or as an injected step, or, where the difference is systematic, generate them from one template. Extracting the individual blocks below is not the same fix: it leaves every body in place and the next edit still has to be made 5 times."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"whocc_scraper/whocc_scraper/spiders/fourth.py"},"region":{"startLine":11}}}],"partialFingerprints":{"codehealthFindingId/v1":"971c22c93f37d6c07388e3cf0e289a3796fdc49b9c10af6f604791fc81079062"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (8\u201311 lines \u00D7 5): whocc_scraper/whocc_scraper/spiders/fourth.py:11-20 | whocc_scraper/whocc_scraper/spiders/fourth.py:36-46 | whocc_scraper/whocc_scraper/spiders/fourth.py:60-67 | whocc_scraper/whocc_scraper/spiders/fourth.py:80-87 | whocc_scraper/whocc_scraper/spiders/whocc_spider.py:9-19 \u2014 there are 5 copies across 2 file(s) \u2014 more copies than files, so at least one file holds the block twice. Extract it once into a single shared function every call site can reach and call it from all 5 sites; resolving a subset leaves the remainder to drift apart. Read the line range as the matched WINDOW rather than a finished unit: at \u0060whocc_scraper/whocc_scraper/spiders/fourth.py:11\u0060 it does not close everything it opens, so those exact lines cannot be lifted as they stand \u2014 widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names \u2014 the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately. \u2605 These copies have DRIFTED, and that is worth reading before extracting anything: just after the matched lines, \u0060whocc_scraper/whocc_scraper/spiders/fourth.py:20\u0060 calls \u0060split\u0060, \u0060strip\u0060 and \u0060whocc_scraper/whocc_scraper/spiders/whocc_spider.py:19\u0060 does not \u2014 after which the two agree again for 5 more lines. One of those two behaviours is the intended one and the other is what a copy-paste left behind, so decide which BEFORE unifying them: extracting the shared part will silently settle it, and if the copy that skips the call is the wrong one, that bug is already live."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"whocc_scraper/whocc_scraper/spiders/fourth.py"},"region":{"startLine":11}}}],"partialFingerprints":{"codehealthFindingId/v1":"cdf8dff587e042e1983c1d36689abdb5f1f9732526dfeaba5a8b0fce28480694"}},{"ruleId":"D8","level":"error","message":{"text":"No automated tests: No automated tests \u2014 no test code was found in this repository. Untested code is the largest single risk to changing it safely. Start with the code you change most often: add a suite in a framework a runner can collect (pytest or unittest), and run it in CI so the gap cannot reopen."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"3132564c6310e5d01a231f252a02d5d2f5a542c0a8fa29a14c89693f1e3df871"}},{"ruleId":"D9","level":"note","message":{"text":"No tests found: No test suite could be collected \u2014 no discoverable tests to count. If this repository does test, wiring the suite to a framework a runner can collect (pytest or unittest) is what makes it countable here; a pipeline step that invokes a runner is not evidence on its own, because a runner over an empty suite passes. Tests written as plain executables or shell/PowerShell harnesses are not collectible this way and are not scored here."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"c9bf64cbb5a4ae13d6bcd01fa3bc8d2879d860c73bc67f176ee3c2cecb8adce3"}},{"ruleId":"D19","level":"note","message":{"text":"Documentation: no licence statement: The document does not state a license or licence statement. Add a Licence section noting which open-source license applies to the codebase."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"README.md"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"bc71d4465cafafc3df7a1b646a8cd5f9a306761b307dc199a6de8c1c35d8b21d"}},{"ruleId":"D19","level":"note","message":{"text":"Documentation: no architecture or design documentation: There are no architecture or design documentation files referenced in the README. Link an Architecture/Design document describing how web scraping is implemented, data flow, and any external API integrations."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"README.md"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"086460f2da112d94904fac5439f54a7780bc7778ff9375a067e428a1cc9a8a4c"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"77d7292ceae5b72f5c78ea0a085bfe5be55d01b0e5d85b1dd078fd117dc8be09"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"e410b5e231333b019fa768048a7d0476bb20ae9183fb8d9a876b5adebc3b628b"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"6a8c7a994e83087a026bc2ea0d02b5b379eec6607b6f97ae0b019e63d3970f32"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"12aad2cc270ebbd5c6d8f9dd37c820a0760d988e80067f1f3bacfbfc927bd75a"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"40039cfa113cc14dfe948259f2e9c7bab249ec65251dcc74d6019bbb437ac4bd"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"45b935cac795fb6df2f10b7b6ef934ba55f9f01a4abfab289a7db0d64f9fc884"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"20ffea68057b8c53cb8e84bbc566ae99e914064ed1b041a2e626f715c51f8704"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"8c78ce07d0d51cef047772cadd336787669ec1d8573fff782264929da82b7ace"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"f9058c94c5c9d3af7209d7e2b46826a391b98e7ae6bc2417adbec7ed22384932"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"8bc9036801d038c888387618fddc0317e8a97d4d80476bce16ee16a3bf35a9b1"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"e943903d5da28102c34ec096215dc8992166fdcfa19aabbacfc38c442e7eb396"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"b3def124cc303b037a56ddaac85e7210852cbe4d1f8191706ab5dec936d23ad7"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"3b391e525ae25637788065ba564bf459b17941e8297e421f1ed89de11fa051ea"}},{"ruleId":"D30","level":"error","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"e17d8659cbed32039ca333099e2bb1d5286ccdc12290eb2b543efa43cceba214"}},{"ruleId":"D30","level":"warning","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"d1b555baa143fe7711fb442e4b8561a6045a5ad478b5640203145a3e86705982"}},{"ruleId":"D30","level":"warning","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"cfb7c1a96aa428f6c9ee0e0590134c37e83237985a1bb92dbba832fbdf765eef"}},{"ruleId":"D30","level":"warning","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"2f904c78fa941cf7d3aa30008451ee835734f5585514b8c770d9ba5f84c11b2a"}},{"ruleId":"D30","level":"warning","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"cf839e58138e978557db8f18269456e283220a69f554fc6cdc3ed4d2620b387b"}},{"ruleId":"D30","level":"warning","message":{"text":"A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."},"partialFingerprints":{"codehealthFindingId/v1":"c08019a44b3e96517377ade864fa03ebbc0ee57ae108afc7d3343b34942bf944"}},{"ruleId":"M2","level":"note","message":{"text":"No ADRs: No Architecture Decision Records found \u2014 no conventional ADR directory, no numbered \u0060NNNN-title\u0060 documents in any markup this check reads, and nothing ADR-shaped by content. Design rationale recorded elsewhere (a design-notes tree, a mailing list, pull-request discussion) is not visible to this check and is not re-findable per decision, so a future maintainer cannot ask why one choice was made and get an answer."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"670b3d6e36a756d63097d0dfbf90afd5fc761308800b9354894a07c3f4e4aa14"}},{"ruleId":"M2","level":"note","message":{"text":"No architecture diagram/doc: No C4/Structurizr/PlantUML/Mermaid/Graphviz/D2 diagram, no drawn diagram named for the architecture, no file named \u0060architecture\u0060 or \u0060design\u0060 in any markup this check reads, and nothing in the README, docs or contributor guides that announces the shape \u2014 no \u0060## Architecture\u0060 heading, no \u0022architecture overview\u0022/\u0022high-level design\u0022 phrasing, no \u0022the architecture is \u2026\u0022 introduction, no guided code tour. A shape laid out in prose that never names itself as the architecture is not visible to this check, and neither is one kept outside the repository, so this row reports the absence of a re-findable shape document \u2014 not evidence that nobody wrote the shape down."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"0c190e7c159d1850ee706c3ac4486e151e8a4fe169de4bf61436b9f399654f06"}},{"ruleId":"M3","level":"note","message":{"text":"No src/ separation: Production code isn\u0027t grouped under a src/ folder \u2014 it\u0027s spread across several top-level directories, so there\u0027s no one place that says \u0027this is the product\u0027."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"fdf7f5b24e313364d10170a5c2542959902fe0d26ed70edef3eaa10ec5bcdb1d"}},{"ruleId":"M3","level":"note","message":{"text":"No tests/ separation: No test surface was found \u2014 this check walked the tree for authored source in the languages it models (\u0060.cs\u0060, \u0060.vb\u0060, \u0060.fs\u0060, \u0060.java\u0060, \u0060.kt\u0060, \u0060.scala\u0060, \u0060.py\u0060, \u0060.php\u0060, \u0060.rb\u0060, \u0060.ex\u0060, \u0060.exs\u0060, \u0060.go\u0060, \u0060.erl\u0060, \u0060.hrl\u0060, \u0060.swift\u0060, \u0060.dart\u0060, \u0060.rs\u0060, \u0060.ts\u0060, \u0060.tsx\u0060, \u0060.mts\u0060, \u0060.cts\u0060) and found none of it test-shaped. \u2605 \u0060.js\u0060, \u0060.jsx\u0060, \u0060.mjs\u0060 and \u0060.cjs\u0060 are NOT in that walk, so a Jest or Mocha suite written in plain JavaScript is invisible to it and this row is then wrong. If that is your case, say so rather than moving anything. Otherwise there are no tests here to separate from production code, so the folder question hasn\u0027t been reached yet."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"999e0c784909c76b6346a705ee63961fe363ed1cd6a94e3f80e2ebe7820ccd5d"}},{"ruleId":"M4","level":"note","message":{"text":"README/code drift: README claims a file \u0027concatenated_atc_data.xlsx\u0027 but the evidence shows no such output file \u2014 searched for: \u0060concatenated_atc_data.xlsx\u0060. Each was matched case- and separator-insensitively against file and directory NAMES anywhere in the tree, and against the CONTENTS of manifest files (package.json, *.csproj, *.props, *.slnx, *.yml, Dockerfile); the README\u0027s own prose never counts, so a claim is never refuted by merely being made. Nothing outside that search was read \u2014 a footprint living only in a submodule, in a file type not listed here, or under a name none of those terms matches is not seen, and this row is then wrong."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"343bbbd51ceb8de7a9ff88d79f7c797abf9b5921f8727b67b4d0f4f8a22c5e49"}},{"ruleId":"P1","level":"warning","message":{"text":"No CI pipeline: No CI workflow found (.github/workflows, azure-pipelines.yml, .gitlab-ci.yml, \u2026) \u2014 changes aren\u0027t gated by an automated build/test."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"44f01af96e50474fba2df84d95ddf4f7e1d34c29c307830b9efc9057daa6b670"}},{"ruleId":"P3","level":"note","message":{"text":"No SAST: No static application security testing detected. For this repository\u0027s stack, add bandit, \u0060semgrep --config=p/python\u0060, or CodeQL\u0027s python pack \u2014 this repository has no CI pipeline yet, so run it locally to clear the existing findings, then make it a step of the first workflow you add so a regression fails the build. What was searched, so you can tell an absence from a miss: the 0 CI workflow file(s) in this repository, and the scanner and linter configuration checked in beside them. A scan that runs outside CI, one configured in your forge\u0027s web UI rather than in a committed file, or a tool whose name is none of those this check carries, is not seen \u2014 if that is your case the row is wrong, and saying so is more useful than adding a second scanner."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"6e54424179c892f03ef2fd003130ac4bd43f39bbf3b1ca0a0143e25acb80ec87"}}],"taxonomies":[{"name":"CWE","guid":"c3a2b1d0-7f3e-4b2a-9c1d-5e6f7a8b9c0d","organization":"MITRE","informationUri":"https://cwe.mitre.org/","isComprehensive":false,"shortDescription":{"text":"The MITRE Common Weakness Enumeration (CWE)."},"taxa":[{"id":"CWE-1395","guid":"800e09e7-c11a-8654-9fa6-86f398995fed","name":"Dependency on Vulnerable Third-Party Component","shortDescription":{"text":"Dependency on Vulnerable Third-Party Component"},"helpUri":"https://cwe.mitre.org/data/definitions/1395.html"},{"id":"CWE-259","guid":"ae9ad959-fbb6-9d5e-892d-3dca66da0b69","name":"Use of Hard-coded Password","shortDescription":{"text":"Use of Hard-coded Password"},"helpUri":"https://cwe.mitre.org/data/definitions/259.html"},{"id":"CWE-506","guid":"401d6455-56e3-0552-9a39-f77461673e3f","name":"CWE-506","shortDescription":{"text":"CWE-506"},"helpUri":"https://cwe.mitre.org/data/definitions/506.html"},{"id":"CWE-77","guid":"332c8ade-6612-9f56-a06b-d8d90b1a8750","name":"Command Injection","shortDescription":{"text":"Command Injection"},"helpUri":"https://cwe.mitre.org/data/definitions/77.html"},{"id":"CWE-78","guid":"2e31ceaf-c7ae-2e5e-9661-cfb1362789cf","name":"OS Command Injection","shortDescription":{"text":"OS Command Injection"},"helpUri":"https://cwe.mitre.org/data/definitions/78.html"},{"id":"CWE-79","guid":"fd45580b-e8c4-fc5e-8c2f-aa8fab0b4dbf","name":"Cross-site Scripting (XSS)","shortDescription":{"text":"Cross-site Scripting (XSS)"},"helpUri":"https://cwe.mitre.org/data/definitions/79.html"},{"id":"CWE-798","guid":"5e8f057d-fee3-995a-a0cb-9fc5b0d174d1","name":"Use of Hard-coded Credentials","shortDescription":{"text":"Use of Hard-coded Credentials"},"helpUri":"https://cwe.mitre.org/data/definitions/798.html"},{"id":"CWE-89","guid":"6d08fdad-37eb-c150-bbf0-d7d946863407","name":"SQL Injection","shortDescription":{"text":"SQL Injection"},"helpUri":"https://cwe.mitre.org/data/definitions/89.html"},{"id":"CWE-937","guid":"16f316ae-415c-b354-a59b-1f7905f756e9","name":"Using Components with Known Vulnerabilities","shortDescription":{"text":"Using Components with Known Vulnerabilities"},"helpUri":"https://cwe.mitre.org/data/definitions/937.html"},{"id":"CWE-94","guid":"75e7f50c-6c2f-dd52-bf40-bf6c52b861fd","name":"Code Injection","shortDescription":{"text":"Code Injection"},"helpUri":"https://cwe.mitre.org/data/definitions/94.html"}]}],"properties":{"codehealthPublication":{"public":true,"notice":"This is the PUBLIC form of this artifact. Findings are listed in full, but the details of SECURITY findings \u2014 which rule fired, in which file, on which line, and how to fix it \u2014 are deliberately withheld, and any secret-scanner results are excluded entirely. Where detail is absent here it was REMOVED FOR PUBLICATION; it is not missing from the analysis. The complete artifact is available from the repository owner.","securityFindingsRedacted":19,"secretScannerRunsExcluded":0}},"redactionTokens":["A security finding was recorded here. Its details are withheld on the public artifact \u2014 ask the repository owner for the full report."]}]}