llvm/OneHot: Implement all modes

[jvesely]

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.

[github-actions]

This PR causes the following changes to the html docs (ubuntu-latest-3.11):

diff -r docs-base/SelectionFunctions.html docs-head/SelectionFunctions.html
296c296
< <li><p><strong>mode</strong> (<em>DETERMINISITC</em><em>, </em><em>PROB</em><em>, </em><em>PROB_INDICATOR</em><em>,</em>) – </p></li>
---
> <li><p><strong>mode</strong> (<em>DETERMINISTiC</em><em>, </em><em>PROB</em><em>, </em><em>PROB_INDICATOR</em><em>,</em>) – </p></li>
368c368
< <dd class="field-odd"><p>DETERMINISITC, PROB, PROB_INDICATOR,</p>
---
> <dd class="field-odd"><p>DETERMINISTIC, PROB, PROB_INDICATOR,</p>
diff -r docs-base/searchindex.js docs-head/searchindex.js
1c1
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...

See CI logs for the full diff.

[github-actions]

This PR causes the following changes to the html docs (ubuntu-latest-3.11):

diff -r docs-base/SelectionFunctions.html docs-head/SelectionFunctions.html
296c296
< <li><p><strong>mode</strong> (<em>DETERMINISITC</em><em>, </em><em>PROB</em><em>, </em><em>PROB_INDICATOR</em><em>,</em>) – </p></li>
---
> <li><p><strong>mode</strong> (<em>DETERMINISTiC</em><em>, </em><em>PROB</em><em>, </em><em>PROB_INDICATOR</em><em>,</em>) – </p></li>
368c368
< <dd class="field-odd"><p>DETERMINISITC, PROB, PROB_INDICATOR,</p>
---
> <dd class="field-odd"><p>DETERMINISTIC, PROB, PROB_INDICATOR,</p>
diff -r docs-base/searchindex.js docs-head/searchindex.js
1c1
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See CI logs for the full diff.