Python package

Update base.py (#1965) #1936

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Run time

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Job	Run time
build (ubuntu-latest, 3.7)	2m 14s
build (ubuntu-latest, 3.8)	2m 35s
build (ubuntu-latest, 3.9)	2m 35s
build (ubuntu-latest, 3.10)	2m 42s
build (ubuntu-latest, 3.11)	2m 18s
build (ubuntu-latest, 3.12)	2m 42s
build (macos-latest, 3.8)	2m 14s
build (macos-latest, 3.9)	1m 52s
build (macos-latest, 3.10)	1m 44s
build (macos-latest, 3.11)	1m 43s
build (macos-latest, 3.12)	1m 42s
build (windows-latest, 3.7)	4m 48s
build (windows-latest, 3.8)	5m 41s
build (windows-latest, 3.9)	6m 1s
build (windows-latest, 3.10)	7m 3s
build (windows-latest, 3.11)	5m 48s
build (windows-latest, 3.12)	5m 33s
	59m 15s