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ponder-lab / Hybridize-Functions-Refactoring / #2383
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Ran 08 Jul 2026 01:51AM UTC
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08 Jul 2026 01:42AM UTC coverage: 80.547% (-0.1%) from 80.661%
#2383

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Restore conservative call-site tainting in the numpy-flow scan (#746)

* Restore conservative call-site tainting in the numpy-flow scan

The return-taint precision refinement adopted in #743's review severed element-through-container flow: a list comprehension over a tainted parameter compiles to a synthetic callee returning a FRESH container whose elements are tainted but whose value is not, so the callee reported a clean return and the call site went untainted, letting NLPGNN's `TUDataset.cat` (`np.concatenate` over comprehension results) escape the precondition at corpus scale. Call-site definitions are now tainted conservatively whenever any argument is tainted, and the dead return-taint tracking is removed: for a safety precondition, over-tainting only declines an optimization while under-tainting ships a crasher, and value-level return-taint structurally cannot represent container-element flow. `testNumpyCallsThroughComprehension` pins the distilled `cat` shape.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01He1ULx8nRoHzGicMryry1A

* Address review: cite #745 in the comprehension pin's Javadoc

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01He1ULx8nRoHzGicMryry1A

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>

6 of 7 new or added lines in 1 file covered. (85.71%)

1913 of 2375 relevant lines covered (80.55%)

0.81 hits per line

Uncovered Changes

Lines Coverage ∆ File
1
88.81
-0.52% edu.cuny.hunter.hybridize.core/src/edu/cuny/hunter/hybridize/core/analysis/Util.java
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1 #2383.1 08 Jul 2026 01:51AM UTC 32
80.55
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