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Numba AdvancedIndexing: Complete support for integer (and mixed basic) advanced indexing

When default `ignore_updates=True` for inc_subtensor, and boolean indices were rewritten during specialize

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pytensor
- link/numba/dispatch
  - subtensor.py
- tensor/rewriting
  - subtensor.py
tests/link/numba
- test_subtensor.py

+448

-485

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