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alexlib / openptv2

pythonmaind315d8a100.1K linessynced 2d ago
Since the previous index, 3d ago+2 files+0.1 defect risk+0.1 hotspot health

Code health

6.8out of 10Good

This codebase scores 6.8 out of 10 on defect risk, which we rate good. It also scores maintainability 7.4 and static performance risk 9.6 out of 10. The three are scored separately and never blended into one number. The files you change most are the weak spot: 91 of 467 files are git hotspots, and they average 5.2.

Full health report →
Documentation597pages0 with model-written prose, 597 built from the indexScore validation17/202.04× baselineOf the 20 lowest-health files, 17 were bug-fixed in the last 6 months — 2.04× the 42% baselineDead code15exportsUnused exports that nothing in the graph reaches
Lines of code
100.1K
Files
467
Symbols
5,018
Modules
78
Languages
7

Recent activity

All commits →

Commits

No commits indexed yet.

Decisions

  • Cython Optimization Plan — Full Compilation Pipelineactive · 2d ago
  • fix: replace np.ndarray/None/custom class return types with object in @cython.ccall functionsproposed · 2d ago
  • Reorganize repo structure and move scripts/testsproposed · 2d ago
  • Phase 1 — flatten calibration tuples to flat arrays inside hot loopsproposed · 2d ago
  • Accept single-vector operations via float or length-3 arraysproposed · 2d ago
  • Use NaN sentinel to represent empty/unused cellsproposed · 2d ago

Needs attention

38 open
  • medium severity. Proposedfix: replace np.ndarray/None/custom class return types with object in @cython.ccall functionsAuto-proposed decision awaiting review
  • medium severity. ProposedReorganize repo structure and move scripts/testsAuto-proposed decision awaiting review
  • medium severity. ProposedPhase 1 — flatten calibration tuples to flat arrays inside hot loopsAuto-proposed decision awaiting review
  • medium severity. ProposedAccept single-vector operations via float or length-3 arraysAuto-proposed decision awaiting review
  • medium severity. ProposedUse NaN sentinel to represent empty/unused cellsAuto-proposed decision awaiting review

Where the risk concentrates

All 91 hotspots →

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

FileChurnPrior fixesMaintainersCommits 90d
autocalibration.pysrc/openptv299.7th31bus factor 118
calib.pyskills/openptv-calibrate/scripts99.5th21bus factor 120
track_kernels_tracking.pysrc/openptv2/algorithms99.2th11bus factor 111
ptv.pysrc/openptv2/gui98.9th10bug magnet1bus factor 128
track_kernels.pysrc/openptv2/algorithms98.7th11bus factor 113

Composition

Open the graph →
python 78%markdown 13%yaml 6%shell 2%json 1%Other 0%

Explore this codebase

  • Docs597 pages across 78 modules→
  • ChatAsk this codebase a question and get an answer with its sources→
  • Files467 files with per-file docs, health and history→
  • ArchitectureDependency graph, layers, and 6 entry points→
  • Code healthPer-file scores, 2,448 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→