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vortex-data / vortex

rustdevelopa272f51421.2K linessynced 17h ago

Code health

7.7out of 10Good

This codebase scores 7.7 out of 10 on defect risk, which we rate good. It also scores maintainability 8.2 and static performance risk 10.0 out of 10. The three are scored separately and never blended into one number. The files you change most are the weak spot: 427 of 2,724 files are git hotspots, and they average 6.2.

Full health report →
Documentation3,317pages0 with model-written prose, 3,317 built from the indexScore validation6/206.43× baselineOf the 20 lowest-health files, 6 were bug-fixed in the last 6 months — 6.43× the 5% baselineDead code376exportsUnused exports that nothing in the graph reaches
Lines of code
421.2K
Files
2,724
Symbols
37,846
Modules
83
Languages
16

Recent activity

All commits →

Commits

No commits indexed yet.

Decisions

  • Remove variants moduleproposed · 17h ago
  • Replace ToCanonical trait usages with executeproposed · 17h ago
  • Adopt onpair 0.2 storage-backed dictionary and safety-only validationproposed · 17h ago
  • Replace DynVarBinBuilder with generic VarBinBuilder and adjust offsets constraintproposed · 17h ago
  • Remove ArrayAccessor APIproposed · 17h ago
  • Lazily untranspose DeltaArray validity via TransposedBool and remove bit transpose logicproposed · 17h ago

Needs attention

66 open
  • medium severity. ProposedRemove variants moduleAuto-proposed decision awaiting review
  • medium severity. ProposedReplace ToCanonical trait usages with executeAuto-proposed decision awaiting review
  • medium severity. ProposedAdopt onpair 0.2 storage-backed dictionary and safety-only validationAuto-proposed decision awaiting review
  • medium severity. ProposedReplace DynVarBinBuilder with generic VarBinBuilder and adjust offsets constraintAuto-proposed decision awaiting review
  • medium severity. ProposedRemove ArrayAccessor APIAuto-proposed decision awaiting review

Where the risk concentrates

All 427 hotspots →

Ranked by prior bug fixes and change frequency, mined from full git history rather than from the code alone.

FileChurnPrior fixesMaintainersCommits 90d
vortex.hvortex-ffi/cinclude100.0th0410
tests.rsvortex-file/src99.9th2920
array.rsvortex-ffi/src99.9th0413
primitive.rsvortex-array/src/scalar_fn/fns/binary/numeric99.8th035
take.rsvortex-array/src/arrays/varbin/compute99.8th158

Composition

Open the graph →
rust 70%python 5%sql 5%markdown 5%toml 4%Other 11%

Explore this codebase

  • Docs3,317 pages across 83 modules→
  • ChatAsk this codebase a question and get an answer with its sources→
  • Files2,724 files with per-file docs, health and history→
  • ArchitectureDependency graph, layers, and 116 entry points→
  • Code healthPer-file scores, 6,897 open findings, coverage and refactoring targets→
  • Knowledge graphEntities, communities, and the paths between them→
  • Change couplingFiles that keep changing together, mined from commit history→
  • CommitsChange-risk ranked history with agent provenance→
  • ContributorsBus factor, per-file maintainers, and the human/agent split→
  • StatsSize class, origin, lifetime churn, rhythm and records→
  • CostsWhat indexing this snapshot cost, by model and by run→