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llvm/OneHot: Implement all modes (#3124)

Refactor Python OneHot implementation.
Add tests for OneHot(mode=DETERMINISTIC).

Refactor compiled OneHot to isolate PROB and PROB_INDICATOR.
Convert recursive traversal of arrays from generator to context manager.

Implement compiled random integer generation for bounded integers.
Implement all OneHot modes in compiled mode.

9413 of 12458 branches covered (75.56%)

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32689 of 37772 relevant lines covered (86.54%)

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