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To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Where every arm is uniform \u2014 the same kind of value, with no behaviour of its own \u2014 a table keyed by the case is the shorter form; wherever the arms carry different data or different behaviour, keep them as cases, because collapsing those trades an explicit, reviewable set of cases for nothing."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":1571}}}],"partialFingerprints":{"codehealthFindingId/v1":"57c64839c81fc1d1fd7d9cb8b58627ce03fe48b9839364bbdb0c770b8ba38259"}},{"ruleId":"D2","level":"warning","message":{"text":"Loop.run (cognitive 20): Loop.run has cognitive complexity 20 (threshold 15). Drivers by points: match/switch 11, if/else 9 (nesting depth added 10). To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":1571}}}],"partialFingerprints":{"codehealthFindingId/v1":"6bbebd16f459f0c495efa2307931f960555ae142d9d886638e7270ef260e18a5"}},{"ruleId":"D2","level":"warning","message":{"text":"Loop.run_epoch (cognitive 20): Loop.run_epoch has cognitive complexity 20 (threshold 15). Drivers by points: if/else 12, match/switch 8 (nesting depth added 10). The drivers above price the dispatch low by construction \u2014 a dispatch is charged once however many cases it lists, while each branch inside an arm is charged in full \u2014 so most of this count is what the case bodies hold, and the arms are where it can be reduced. To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":1758}}}],"partialFingerprints":{"codehealthFindingId/v1":"f71936596548f9561969ac18caaf1fd09604d596d5727881151207eba0a66501"}},{"ruleId":"D2","level":"warning","message":{"text":"Compiler.recur_model_funs (cognitive 17): Compiler.recur_model_funs has cognitive complexity 17 (threshold 15). Drivers by points: if/else 11, boolean chains 3, match/switch 3 (nesting depth added 3). To reduce it, split the body: most of this score is breadth rather than depth \u2014 checks laid out side by side rather than stacked \u2014 so group the statements between the checks into named steps and move each step into its own function. Some of it IS depth: where a check sits inside another whose only job is to reach it, merge the two into one condition, and where an else follows a branch that already returns, drop the trailing else and let the rest of the body continue at one level."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/compiler.ex"},"region":{"startLine":552}}}],"partialFingerprints":{"codehealthFindingId/v1":"c92691dec287673bcb2c73256a2723cee21f56a7d6075ad220bec2385cb7a8ec"}},{"ruleId":"D2","level":"warning","message":{"text":"Loop.fire_event (cognitive 17): Loop.fire_event has cognitive complexity 17 (threshold 15). Drivers by points: if/else 15, match/switch 2 (nesting depth added 8). 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":"lib/axon/loop.ex"},"region":{"startLine":1847}}}],"partialFingerprints":{"codehealthFindingId/v1":"89f4b11a627a4653b5ccc18b1499a251611c0c18b8cd2aae06a736f6fb0d9b61"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: lib/axon.ex: FileTooLong \u2014 3185 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"791727123472b84948d2d077b7564af50c078a7252c7b06a20cff69561e98e27"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/layers.ex: FileTooLong \u2014 1861 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/layers.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"0a36ecd194591491cd244a9a6e38b78e9697d824353e367442cc72e96d1603d7"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/loop.ex: FileTooLong \u2014 1685 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"ab30a37d24df7fb03dbed70b2c4f83af38440810bba371c55eea0df079465706"}},{"ruleId":"D3","level":"warning","message":{"text":"TooManyMethods: Axon: TooManyMethods \u2014 89 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"1e529b8f944cd446a24f1806ebbfa809ce87cfc131ea22e51e80659acca28888"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/compiler.ex: FileTooLong \u2014 922 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/compiler.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"27a5a474f967612d792f857898188cc4a01b609eb249a00c18f6b9dd3947635f"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/losses.ex: FileTooLong \u2014 860 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/losses.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"c0f7d255d08d33ad569f296f8d1ce066ff060877d2f0274c013b57cc9f1548b7"}},{"ruleId":"D3","level":"warning","message":{"text":"TooManyMethods: Loop: TooManyMethods \u2014 51 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"9b2fa88abf862ec67f5f0d531a3b0b0d041829cc27398742913009a70cf93b3b"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/shape.ex: FileTooLong \u2014 764 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/shape.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"b3e08d7faf796d2868337d2af99eeb4026e2859a0bdd0dbd39e5c013ef29382b"}},{"ruleId":"D3","level":"warning","message":{"text":"FileTooLong: axon/initializers.ex: FileTooLong \u2014 557 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/initializers.ex"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"f23ef9bb0a6c12b9230ce28dc8df005e28b1e7cd3cbd1854d3a727ca7af49a89"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (18 lines \u00D7 2): lib/axon.ex:1410-1427 | lib/axon.ex:1533-1550 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1410}}}],"partialFingerprints":{"codehealthFindingId/v1":"ae126c3c14423fd45122203e52a1171e67b71a99b880c64170b358af38cba836"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (18 lines \u00D7 2): lib/axon.ex:2901-2918 | lib/axon.ex:3318-3335 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":2901}}}],"partialFingerprints":{"codehealthFindingId/v1":"7af9a5e9af504f8a52b9529817cf994b4440676b43dcd4d08a47dfa69df6e003"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (16 lines \u00D7 3): lib/axon.ex:1317-1332 | lib/axon.ex:1419-1434 | lib/axon.ex:1542-1557 \u2014 all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites \u2014 resolving only two of them leaves the rest to drift apart the first time one is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1317}}}],"partialFingerprints":{"codehealthFindingId/v1":"5dcdda73e357ed899f708d7a67251e166d97f9a9737f13619c2d76f64fc03106"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (16 lines \u00D7 2): lib/axon/shape.ex:121-136 | lib/axon/shape.ex:179-194 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/shape.ex"},"region":{"startLine":121}}}],"partialFingerprints":{"codehealthFindingId/v1":"5abd544470e16f7e551f004670f238775ee350a13caad1432f3444c0f665f5d6"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (16 lines \u00D7 2): lib/axon.ex:2830-2845 | lib/axon.ex:3047-3062 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":2830}}}],"partialFingerprints":{"codehealthFindingId/v1":"7b05e0ea027bbcde1f9c66c226c1b8aa2d4d438b83c938b01fcb66ba61ee3133"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (13 lines \u00D7 2): lib/axon/model_state.ex:69-81 | lib/axon/model_state.ex:110-122 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/model_state.ex"},"region":{"startLine":69}}}],"partialFingerprints":{"codehealthFindingId/v1":"862f411811598482dae89b2f7408f1362043fb932c0772205b07e914cfb8cc47"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (13 lines \u00D7 2): lib/axon.ex:1911-1929 | lib/axon.ex:1978-1990 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1911}}}],"partialFingerprints":{"codehealthFindingId/v1":"fb1c2cf0bce5bec2fdc60cade1250539d5f696e10e8925888a6c8879e09fed32"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (12 lines \u00D7 2): lib/axon.ex:2870-2884 | lib/axon.ex:3289-3300 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":2870}}}],"partialFingerprints":{"codehealthFindingId/v1":"e243d364414372ce1dbfb4816b6f7d974c291bc70ee13f76bfe75749b1dd97f7"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (10 lines \u00D7 2): lib/axon/compiler.ex:648-665 | lib/axon/compiler.ex:1071-1080 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/compiler.ex"},"region":{"startLine":648}}}],"partialFingerprints":{"codehealthFindingId/v1":"9579b7d5f19ebe677aa83963ac823b9d16c090e9d4de75f93b31cd9da0cb74ba"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (9 lines \u00D7 2): lib/axon/loop.ex:439-447 | lib/axon/model_state.ex:357-365 \u2014 the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon/loop.ex"},"region":{"startLine":439}}}],"partialFingerprints":{"codehealthFindingId/v1":"7c97a6d6e78af1ac63cfc480042982985e42e81bdff552a3c1f0dc91b96f7ba1"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (9 lines \u00D7 2): lib/axon.ex:2100-2108 | lib/axon.ex:2148-2156 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":2100}}}],"partialFingerprints":{"codehealthFindingId/v1":"f504dc6b6dd51341af4ce46b2dedce33300648745a36ab267e473ac04fcfac4f"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (8 lines \u00D7 2): lib/axon.ex:1455-1462 | lib/axon.ex:1591-1598 \u2014 both copies are in the same file, so extract the block into one function there and call it from each site \u2014 the copies drift apart the first time only one of them is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"lib/axon.ex"},"region":{"startLine":1455}}}],"partialFingerprints":{"codehealthFindingId/v1":"4df45c00472f55e555db0626ed298d897ab462e0bc2de1213eea063e74570c0f"}},{"ruleId":"D4","level":"warning","message":{"text":"Duplicated block (7 lines \u00D7 3): examples/vision/resnet50.exs:55-61 | examples/vision/resnet50.exs:62-68 | examples/vision/resnet50.exs:71-77 \u2014 all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites \u2014 resolving only two of them leaves the rest to drift apart the first time one is edited."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"examples/vision/resnet50.exs"},"region":{"startLine":55}}}],"partialFingerprints":{"codehealthFindingId/v1":"a696087844e438c8f084f0168e738e4328d06f3628730cfe012c1240ec664b80"}},{"ruleId":"D16","level":"note","message":{"text":"Off-boarding risk: anonymized user #1: If anonymized user #1 becomes unavailable, 2 significant file(s) lose their only recent owner: lib/axon/shape.ex, lib/axon/model_state.ex. Pair on, review, or document these before any departure."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"4a51034059201c96f74b30bf9aba44fc653533554557cb000b84b78aaa55bb57"}},{"ruleId":"D16","level":"note","message":{"text":"Further sole-owners (lower concentration): 1 other contributor(s) are each the sole owner of a small amount of code below the off-boarding threshold \u2014 folded into the bus-factor score and metrics (3 single-owned of 18 analysed files in total, counted over production source files of roughly 100 lines or more, excluding tests, vendored, generated and example/demo trees, largest first). They are anonymized user #2 (1 file(s)) \u2014 spread or document their files in the same way, at lower priority than the named off-boarding risks above."},"locations":[],"partialFingerprints":{"codehealthFindingId/v1":"6eac528f2429e724e1a97ed868f79eefbcf1888dab4af9a9e673429369bb5b2f"}},{"ruleId":"D19","level":"note","message":{"text":"The README links only to Sean Moriarity\u0027s post for the in-depth overview; no documentation exists for the Model Creation API.: Link the Model Creation API to a dedicated page (or inline link) describing its high-level purpose, usage, and how it differs from the Functional API."},"locations":[{"physicalLocation":{"artifactLocation":{"uri":"README.md"},"region":{"startLine":1}}}],"partialFingerprints":{"codehealthFindingId/v1":"1b9b62d1c81e72161a60f779eaf6181431f33a3fdf41636ff9bfd8a9bc4568ae"}},{"ruleId":"D29","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":"05829572212ac6dd5a796aed4058439d2d430dfabe1923750479c1651eff2083"},"taxa":[{"id":"CWE-1357","toolComponent":{"name":"CWE","guid":"c3a2b1d0-7f3e-4b2a-9c1d-5e6f7a8b9c0d"}},{"id":"CWE-353","toolComponent":{"name":"CWE","guid":"c3a2b1d0-7f3e-4b2a-9c1d-5e6f7a8b9c0d"}}]},{"ruleId":"D29","level":"error","message":{"text":"A security finding was recorded here. 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