bokeh/bokeh

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https://github.com/bokeh/bokeh · scanned 2026-06-05 18:21 UTC (4 days, 19 hours ago) · 10 languages

833 raw signals (59 security + 774 graph) 11/13 scanners ran 35th percentile · Typescript · medium (20-100K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 19 hours ago · v2 · 364 actionable findings from 2 signal sources. 82 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 347 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	85.0	0.15	12.75
`security_score`	100.0	0.25	25.00
`testing_score`	0.0	0.20	0.00
`documentation_score`	60.0	0.15	9.00
`practices_score`	72.0	0.15	10.80
`code_quality`	80.0	0.10	8.00
Overall		1.00	65.5

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 6 Medium 18 Low 135 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 17 System graph 347 Crowd 0 Layer: Quality 108 Cicd 5 Software 55 Frontend 182 Security 3 Api 11

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 3 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

3 matching findings on this repo

low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 4 places repo-level

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Legacy markers 1 finding

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

1 matching finding on this repo

low Old/deprecated-named symbol `rgb_legacy` in bokehjs/src/lib/core/util/color.ts:…

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Commented-out code 37 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (8 lines) in tests/unit/bokeh/core/test_properties.py:496
info Commented-code block (11 lines) in tests/unit/bokeh/plotting/test__renderer.py:…
info Commented-code block (12 lines) in tests/unit/bokeh/plotting/test_figure.py:562
info Commented-code block (6 lines) in tests/codebase/test_no_tornado_common.py:51
info Commented-code block (7 lines) in tests/support/plugins/file_server.py:144
info Commented-code block (5 lines) in bokehjs/test/unit/core/properties.ts:174
info Commented-code block (6 lines) in bokehjs/test/unit/core/util/polygon.ts:328
info Commented-code block (9 lines) in bokehjs/src/lib/client/session.ts:67
info Commented-code block (6 lines) in bokehjs/src/lib/models/glyphs/webgl/buffer.ts…
info Commented-code block (5 lines) in bokehjs/src/lib/models/mappers/eqhist_color_m…
info Commented-code block (5 lines) in bokehjs/src/lib/models/tickers/timedelta_tick…
info Commented-code block (9 lines) in bokehjs/src/lib/models/tickers/continuous_tic…

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