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pyro-ppl / numpyro / 42599001613
93%

Build:
DEFAULT BRANCH: master
Ran 09 Nov 2026 10:29AM UTC
Jobs 3
Files 87
Run time 1min
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09 Nov 2026 10:10AM UTC coverage: 92.959% (+0.001%) from 92.958%
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fix(diagnostics): summarize boolean samples as 0/1 values (#2414)

`summary`, `print_summary` and `hpdi` raised `TypeError: numpy boolean
subtract` on boolean samples, so `MCMC.print_summary(exclude_deterministic=False)`
crashed for any model with an indicator site such as
`numpyro.deterministic("theta_positive", theta > 0)`. Once past the HPDI,
the median formula would also add the two middle draws as a logical or and
report 0.5 instead of 1.0.

Cast boolean arrays to int32 before computing the statistics, so they are
summarized as their 0/1 values in both the unweighted and the weighted path.

5 of 5 new or added lines in 1 file covered. (100.0%)

15949 of 17157 relevant lines covered (92.96%)

1.7 hits per line

Jobs
ID Job ID Ran Files Coverage
1 test-modeling - 42599001613.1 09 Nov 2026 11:40AM UTC 87
70.51
GitHub Action Run
2 examples - 42599001613.2 09 Nov 2026 10:29AM UTC 87
28.97
GitHub Action Run
3 test-inference - 42599001613.3 09 Nov 2026 10:57AM UTC 87
70.9
GitHub Action Run
Source Files on build 42599001613
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