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numpy/numpy

https://github.com/numpy/numpy.git · scanned 2026-05-16 12:55 UTC (1 day, 6 hours ago) · 10 languages

273 findings (20 legacy + 253 scanner) 2/10 scanners ran 43rd percentile · Python · huge (>500K LoC) Scanner says 99 (lower by 17)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 day, 9 hours ago · v1 · 265 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
89.9
/100
Repobility
81
12 legacy
9-layer
99
88.9% cov · 253 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: severity: low × excluding tests × Reset all
Severity: Critical 0 High 14 Medium 14 Low 182 Source: Legacy 12 9-layer 253 Crowd 0 Layer: Software 69 Security 16 Quality 177 Api 1 Frontend 1 Cicd 1
Scan summary Repository scanned at 99.2/100 with 88.9% coverage. It contains 13741 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 253 findings — concentrated in quality (173), software (67), security (10). Risk profile is high: 0 critical, 9 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 182 of 265 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low 9-layer quality maintenance conf 1.00 146 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
maintenance
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: benchmarks/asv_pip_nopep517.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/neps/conf.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/f2py/code/setup_skbuild.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/reference/random/performance.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/user/conftest.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/user/plots/matplotlib1.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/user/plots/matplotlib2.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/user/plots/matplotlib3.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: doc/source/user/plots/meshgrid_plot.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/_type_aliases.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/cversions.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/printoptions.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/tests/examples/cython/setup.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/tests/examples/limited_api/setup.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_core/umath.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_distributor_init.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_expired_attrs_2_0.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_pyinstaller/hook-numpy.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_pyinstaller/tests/pyinstaller-smoke.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_char_codes.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_extended_precision.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_nbit.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_scalars.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_shape.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/_typing/_ufunc.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/doc/ufuncs.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/f2py/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/f2py/__version__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/f2py/_isocbind.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/array_utils.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/format.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/npyio.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/scimath.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/stride_tricks.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/lib/user_array.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: numpy/random/_examples/cffi/extending.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tools/swig/test/setup.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer quality integrity conf 1.00 Legacy-named symbol `_character_bc_old` in numpy/f2py/tests/test_character.py:502
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `a_copy` in numpy/_core/tests/test_ufunc.py:1903
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `a_copy` in numpy/lib/tests/test_function_base.py:310
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `arr_copy` in numpy/_core/tests/test_item_selection.py:126
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `ary_copy` in numpy/_core/_internal.py:400
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `assert_deprecated` in numpy/_core/tests/test_deprecations.py:39
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `authors_old` in tools/changelog.py:78
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `exp_copy` in numpy/f2py/tests/test_inplace.py:31
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `is_deprecated` in numpy/lib/tests/test__datasource.py:320
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `isintent_copy` in numpy/f2py/auxfuncs.py:32
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `isintent_copy` in numpy/f2py/rules.py:96
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `no_copy` in numpy/_core/tests/test_indexing.py:890
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `not_deprecated` in tools/refguide_check.py:203
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `obj_copy` in numpy/f2py/tests/test_array_from_pyobj.py:262
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `OverriddenArrayOld` in numpy/_core/tests/test_umath.py:3850
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `reportDeprecated` in numpy/_typing/__init__.py:111
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `reportDeprecated` in numpy/typing/__init__.py:182
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `reportDeprecated` in numpy/typing/tests/test_runtime.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `s_copy` in numpy/linalg/lapack_lite/clapack_scrub.py:75
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `std_old` in numpy/_core/tests/test_numeric.py:405
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `std_old` in numpy/lib/tests/test_nanfunctions.py:828
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_copy` in numpy/_core/tests/test_multiarray.py:2509
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_copy` in numpy/ma/tests/test_core.py:494
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_copy` in numpy/polynomial/tests/test_classes.py:438
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_copy` in numpy/polynomial/tests/test_polynomial.py:55
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_copy` in numpy/polynomial/tests/test_symbol.py:156
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_deprecated` in numpy/_core/tests/test_array_coercion.py:868
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_drop_metadata_identity_and_copy` in numpy/lib/tests/test_utils.py:74
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_dunder_dlpack_copy` in numpy/_core/tests/test_dlpack.py:37
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_iter_copy` in numpy/_core/tests/test_nditer.py:1485
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_random_integers_deprecated` in numpy/random/tests/test_random.py:358
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_random_integers_deprecated` in numpy/random/tests/test_randomstate.py:546
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_recarray_copy` in numpy/_core/tests/test_regression.py:577
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_returns_copy` in numpy/_core/tests/test_shape_base.py:249
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_stdlib_copy` in numpy/_core/tests/test_stringdtype.py:415
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `time_array_no_copy` in benchmarks/benchmarks/bench_array_coercion.py:25
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `time_strided_copy` in benchmarks/benchmarks/bench_io.py:30
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 12 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_io.py:setup, benchmarks/benchmarks/bench_io.py:setup, benchmarks/benchmarks/bench_io.py:setup, benchmarks/benchmarks/bench_io.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see http…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 12 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_function_base.py:setup, benchmarks/benchmarks/bench_function_base.py:setup, benchmarks/benchmarks/bench_function_base.py:setup, benchmarks/benchmarks/bench_function_base.py:setup This is *the* AI-coder failure mode (4× mor…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_io.py:time_copyto, benchmarks/benchmarks/bench_io.py:time_copy This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_linalg.py:time_matmul_a_b, benchmarks/benchmarks/bench_linalg.py:time_matmul This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why th…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_linalg.py:time_einsum_multiply, benchmarks/benchmarks/bench_linalg.py:time_einsum_mul This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docume…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_linalg.py:time_einsum_noncon_multiply, benchmarks/benchmarks/bench_linalg.py:time_einsum_noncon_mul This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consoli…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_lib.py:time_unique_values, benchmarks/benchmarks/bench_lib.py:time_unique_values This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_lib.py:time_unique_counts, benchmarks/benchmarks/bench_lib.py:time_unique_counts This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_lib.py:time_unique_inverse, benchmarks/benchmarks/bench_lib.py:time_unique_inverse This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_lib.py:time_unique_all, benchmarks/benchmarks/bench_lib.py:time_unique_all This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_clip.py:setup, benchmarks/benchmarks/bench_clip.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_clip.py:time_clip, benchmarks/benchmarks/bench_clip.py:time_clip This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separa…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_function_base.py:time_full_coverage, benchmarks/benchmarks/bench_function_base.py:time_full_coverage This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consol…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_function_base.py:time_small_coverage, benchmarks/benchmarks/bench_function_base.py:time_small_coverage This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Cons…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_function_base.py:time_fine_binning, benchmarks/benchmarks/bench_function_base.py:time_fine_binning This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_reduce.py:time_any_fast, benchmarks/benchmarks/bench_reduce.py:time_any This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_itemselection.py:setup, benchmarks/benchmarks/bench_itemselection.py:setup, benchmarks/benchmarks/bench_itemselection.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.h…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_lib.py:setup, benchmarks/benchmarks/bench_lib.py:setup, benchmarks/benchmarks/bench_lib.py:setup, benchmarks/benchmarks/bench_lib.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_linalg.py:setup, benchmarks/benchmarks/bench_linalg.py:setup, benchmarks/benchmarks/bench_linalg.py:setup, benchmarks/benchmarks/bench_linalg.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: benchmarks/benchmarks/bench_reduce.py:setup, benchmarks/benchmarks/bench_reduce.py:setup, benchmarks/benchmarks/bench_reduce.py:setup, benchmarks/benchmarks/bench_reduce.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded …
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_assign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:85 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_comment_loadtxt_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:121 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_cont_assign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:27 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_contiguous
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_itemselection.py:17 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:82 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copyto
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:47 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copyto_8_dense
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:59 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copyto_8_sparse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:56 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copyto_dense
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:53 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_copyto_sparse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:50 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_dense
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_itemselection.py:38 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_dot_a_b
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_linalg.py:19 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_dot_d_dot_b_c
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_linalg.py:22 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_loadnpy_overhead
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:102 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_loadtxt_csv_datetime
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:273 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_loadtxt_csv_struct_dtype
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:169 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_loadtxt_dtypes_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:148 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_loadtxt_usecols_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:242 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_memcpy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:20 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_memcpy_large_out_of_place
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:23 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_ordered
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_itemselection.py:60 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_read_uint64
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:218 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_read_uint64_neg_values
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:224 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_searchsorted
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_searchsorted.py:34 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_skiprows_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:199 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_sparse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_itemselection.py:41 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_strided_assign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:33 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_strided_copy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:30 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_trim_zeros
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_trim_zeros.py:26 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: time_vb_savez_squares
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/benchmarks/bench_io.py:93 dead-code
low 9-layer quality integrity conf 1.00 Stub function `domain` (body is just `pass`/`return`) — numpy/polynomial/_polybase.py:116
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low 9-layer quality integrity conf 1.00 Stub function `example` (body is just `pass`/`return`) — numpy/_utils/__init__.py:23
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low 9-layer quality integrity conf 1.00 Stub function `local` (body is just `pass`/`return`) — numpy/_utils/_pep440.py:185
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low 9-layer quality integrity conf 1.00 Stub function `nop` (body is just `pass`/`return`) — numpy/testing/_private/utils.py:1497
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low 9-layer quality integrity conf 1.00 Stub function `wrap` (body is just `pass`/`return`) — benchmarks/benchmarks/bench_overrides.py:8
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/_add_newdocs.py (7131 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/arrayprint.py (1788 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/code_generators/generate_umath.py (1694 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/code_generators/ufunc_docstrings.py (5562 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/einsumfunc.py (1647 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/fromnumeric.py (4257 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/multiarray.py (1743 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/numeric.py (2706 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/strings.py (1813 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_arrayprint.py (1353 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_datetime.py (3210 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_dtype.py (2080 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_einsum.py (1368 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_indexing.py (1690 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_multiarray.py (11484 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_nditer.py (3678 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_numeric.py (4265 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_regression.py (2671 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_stringdtype.py (1852 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_strings.py (1506 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_ufunc.py (3440 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/_core/tests/test_umath.py (5173 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/f2py/cfuncs.py (1579 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/f2py/crackfortran.py (3727 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/f2py/rules.py (1641 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/f2py/symbolic.py (1518 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/fft/_pocketfft.py (1693 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/_function_base_impl.py (5775 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/_nanfunctions_impl.py (2006 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/_npyio_impl.py (2491 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/recfunctions.py (1681 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/tests/test_arraypad.py (1427 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/tests/test_function_base.py (4787 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/tests/test_io.py (2733 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/lib/tests/test_nanfunctions.py (1449 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/linalg/_linalg.py (3649 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/linalg/tests/test_linalg.py (2486 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/ma/core.py (9000 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/ma/extras.py (2266 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/ma/tests/test_core.py (6117 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/ma/tests/test_extras.py (1945 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/chebyshev.py (2053 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/hermite.py (1794 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/hermite_e.py (1692 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/laguerre.py (1729 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/legendre.py (1655 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/polynomial/polynomial.py (1683 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/random/tests/test_generator_mt19937.py (2825 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/random/tests/test_random.py (1723 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/random/tests/test_randomstate.py (2098 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/testing/_private/utils.py (2866 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: numpy/testing/tests/test_utils.py (2132 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
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