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GH-49057: [Python][Packaging] Remove test base docker image and use single windows base image for both build and test containers #56224

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GH-49057: [Python][Packaging] Remove test base docker image and use single windows base image for both build and test containers

GH-49057: [Python][Packaging] Remove test base docker image and use single windows base image for both build and test containers #56224

Run time

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Job Run time
AMD64 macOS 15-intel Python 3
1h 0m 18s
ARM64 macOS 14 Python 3
44m 1s
AMD64 Conda Python 3.13 Pandas latest
21m 21s
AMD64 Conda Python 3.11 Without Pandas
20m 39s
AMD64 Conda Python 3.10 Sphinx & Numpydoc
31m 9s
AMD64 Windows 2022 Python 3.13
30m 17s
AMD64 Conda Python 3.10 Pandas 1.3.4
21m 21s
AMD64 Conda Python 3.12 without NumPy
23m 3s
4h 12m 9s