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GH-43518: [Python][Packaging][CI] Drop Python 3.8 support #7946

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Run time

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Job	Run time
Docker targets	1s
Go Cross-build and test for 386	35s
AMD64 Debian 12 Go 1.22 - CGO	12m 48s
AMD64 Debian 12 Go 1.22 - CGO Python	1m 17s
AMD64 Debian 12 Go 1.23 - CGO	20m 13s
AMD64 Debian 12 Go 1.23 - CGO Python	2m 18s
AMD64 macOS 12 Go 1.22	2m 35s
AMD64 macOS 12 Go 1.22 - CGO	13m 40s
AMD64 macOS 12 Go 1.23	5m 3s
AMD64 macOS 12 Go 1.23 - CGO	19m 38s
AMD64 Windows 2019 Go 1.22	6m 44s
AMD64 Windows 2019 Go 1.23	5m 1s
TinyGo	1m 2s
AMD64 Windows MinGW 64 CGO	10m 58s
AMD64 Debian 12 Go 1.22	11m 50s
AMD64 Debian 12 Go 1.23	12m 33s
ARM64 Debian 12 Go 1.22	17m 44s
ARM64 Debian 12 Go 1.23	14m 41s
	2h 38m 41s