[CI][Packaging][Python] Enable BuildKit for building wheel on Windows
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Component: Continuous Integration
Component: Packaging
Component: Python
Status: needs champion
Type: enhancement
- Dominant language
- C++
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Description
### Describe the enhancement requested
It seems that BuildKit supports Windows since v0.13.0: https://www.docker.com/blog/experimental-windows-containers-support-for-buildkit-released-in-v0-13-0/
We may be able to use build cache by enabling BuildKit.
See also:
https://github.com/apache/arrow/blob/32de498ca7dba5861f22eee5e4527446f6218b7a/dev/tasks/python-wheels/github.windows.yml#L36-L37
https://github.com/apache/arrow/blob/32de498ca7dba5861f22eee5e4527446f6218b7a/dev/tasks/python-wheels/github.windows.yml#L48-L59
### Component(s)
Continuous Integration, Packaging, Python
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