Backport PR #33629 on branch 1.0.x (BUG: Fix Categorical use_inf_as_n… #34001
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…e_inf_as_na bug)
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…a bug)
xref #33629
fixed regression in 1.0.0 (#33594)
NOTE: code changes in #33629 not really suitable for backport.