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Unify `Type` with Python's type system#1207

Draft

markusschmaus wants to merge 21 commits intoaesara-devs:mainfrom

markusschmaus:python_types

Commits on Sep 29, 2022

Turn `HasDataType` and `HasShape` into `Protocol`s

markusschmaus
authored and
brandonwillard
committed
Prepare switch from class to metaclass for `Type`

markusschmaus
authored and
brandonwillard
committed
Convert `__init__`s to only accept keyword arguments

markusschmaus
authored and
brandonwillard
committed

Commits on Oct 3, 2022

Commits on Oct 10, 2022

Make compilation modes configurable in compare_numba_and_py

brandonwillard
authored and
markusschmaus
committed
Enable Numba bounds checking during testing

brandonwillard
authored and
markusschmaus
committed
Use to_scalar in numba_funcify_ScalarFromTensor

brandonwillard
authored and
markusschmaus
committed
Allow FunctionGraph arguments in create_numba_signature

brandonwillard
authored and
markusschmaus
committed
Stop using auto_name for transpilation

brandonwillard
authored and
markusschmaus
committed
Do not overwrite arguments in Numba's Scan implementation

brandonwillard
authored and
markusschmaus
committed
Fix storage handling in numba_funcify_Scan

brandonwillard
authored and
markusschmaus
committed
Make fgraph_to_python process constant FunctionGraph outputs correctly

brandonwillard
authored and
markusschmaus
committed
Add gufunc signature to `RandomVariable`\'s docstrings

authored and
markusschmaus
committed
Update pre-commit hooks

brandonwillard
authored and
markusschmaus
committed
Fix make_numba_random_fn RandomStateType check

brandonwillard
authored and
markusschmaus
committed
Support updates and more input types in compare_numba_and_py

brandonwillard
authored and
markusschmaus
committed
Add support for shared inputs in numba_funcify_Scan

brandonwillard
authored and
markusschmaus
committed
change `issubtype` to `isinstance` on metaclass
markusschmaus
committed