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MNT: Cleanup infs handling in np.testing assertion utilities #29321
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Can you elaborate a little bit more about what is broken in the current inf handling and what this PR does exactly to fix it? It's not clear to me just looking at the diff here. |
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Recently, numpy#29112 added showing first mismatches indices, but assert_array_almost_equal.compare trips it up by returning a shape different from its input, causing an IndexError: ``` <...> if invalids.ndim != 0: if flagged.ndim > 0: > positions = np.argwhere(np.asarray(~flagged))[invalids] E IndexError: boolean index did not match indexed array along axis 0; size of axis is 3 but size of corresponding boolean axis is 2 ``` (traceback shown using pytest --full-trace)
A nice cleanup (newer, similar inf handling already exists now in assert_array_compare), and resolves the shape mismatch issue. However, the removed logic was handling complex infs while the one isn't, causing the new test and an existing one (TestInterp::test_complex_interp) to now fail with RuntimeWarnings attempting to subtract the complex infs.
assert_array_compare now tests all inf values for matching position and value, including complex infs. Fixes the failing tests.
The behavior for real infs is the same is before. For complex infs, demonstrates that the behavior for mismatching values is now cleaner, showing a concise error message vs. previously displaying nan max errors. For complex infs with matching values, the behavior is the same as before, accepting them as equal (although internally they would now be filtered ahead of being passed to isclose, like real infs already had been).
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Besides just being a nice cleanup, a specific motivation is towards reporting max errors indices (#28827). Without this change,
assert_array_almost_equal.compare
can produce an output shape different from its input, requiring additional logic to produce the correct indices in the original array.Note: This PR is based over #29318 commits because it somewhat depends on it. It's probably better to review #29318 before this one.