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[FEA] Switch from mypy to ty #18806

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@vyasr

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@vyasr

Is your feature request related to a problem? Please describe.
The astral team have announced ty, a Rust-based Python type checker that provides substantial speedups over mypy. mypy runs fairly slowly on our code base and is especially noticeable for pre-commit checks, so switching would be beneficial.

Describe the solution you'd like
ty is still very new and likely not yet stable enough to be worth using. We should revisit the possibility once they put out at least a 0.1 version (right now they are still on alphas only).

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