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ponder-lab / Hybridize-Functions-Refactoring / #2509
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DEFAULT BRANCH: main
Ran 14 Jul 2026 11:22AM UTC
Jobs 1
Files 33
Run time 1min
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14 Jul 2026 11:13AM UTC coverage: 81.766%. Remained the same
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Pin the residual #774 numpy-parameter tensor-computation false positive (#778)

The origin-based tensor-computation detector (#777) declines a def whose
origin is exactly `{NUMPY}`, which covers numpy operators, ndarray methods,
and interprocedural numpy returns. It does not cover `enumerate` over a
numpy-array parameter: the parameter is typed as a tensor (numpy arrays are
tensor-convertible) and a def derived through `enumerate(param)` carries a
non-`{NUMPY}` origin (`PARAMETER`, wala/ML#726), so criterion (a) counts it.
This is the construct behind `Cora.build_graph` in `deep_recommenders`, a
residual of #774.

`testNumpyParamTensorComputationSources` pins the current behavior: only
`enumerate_param` reports a tensor computation, while a `map` over the
parameter, a `map` of a dict's `get`, and a local-numpy operator all decline.
The origin-seeding gap is filed upstream as wala/ML#729; when it lands, the
expected set inverts to empty.


Claude-Session: https://claude.ai/code/session_01He1ULx8nRoHzGicMryry1A

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2139 of 2616 relevant lines covered (81.77%)

0.82 hits per line

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