pytest

Replace interp1d #2394 (#2741) #5387

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Run time

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Job	Run time
test (ubuntu-latest, 3.10, conda)	2m 30s
test (ubuntu-latest, 3.12, conda)	2m 12s
test (ubuntu-latest, 3.10, bare)	1m 3s
test (windows-latest, 3.10, conda)	3m 48s
test (ubuntu-latest, 3.14, conda)	1m 49s
test (macos-latest, 3.12, bare)	1m 15s
test (ubuntu-latest, 3.11, bare)	1m 1s
test (macos-latest, 3.13, bare)	59s
test (ubuntu-latest, 3.13, conda)	2m 24s
test (windows-latest, 3.11, conda)	4m 18s
test (macos-latest, 3.11, bare)	54s
test (macos-latest, 3.10, bare)	1m 5s
test (ubuntu-latest, 3.13, bare)	1m 5s
test (macos-latest, 3.14, bare)	50s
test (windows-latest, 3.14, conda)	3m 6s
test (ubuntu-latest, 3.10, conda, -min)	1m 6s
test (ubuntu-latest, 3.11, conda)	2m 3s
test (windows-latest, 3.13, conda)	4m 13s
test (windows-latest, 3.12, conda)	4m 4s
test (ubuntu-latest, 3.12, bare)	1m 13s
test (ubuntu-latest, 3.14, bare)	57s
	41m 55s