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Make params `Mapping` instead of `dict` (#163) #2

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Run time

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Job	Run time
Mypy Type Checks	28s
Pre-commit Checks	22s
Unit Tests - Linux - Python 3.10	2m 58s
Unit Tests - Linux - Python 3.11	1m 58s
Unit Tests - Linux - Python 3.12	1m 49s
	7m 35s