[WIP] feat(sedona-spatial-join-gpu): Implement the GPU-based spatial join

[pwrliang]

This pull request implements GPU-based spatial join by using the extension of c/sedona-libgpuspatial. More details are coming soon.

[jiayuasu]

@pwrliang @paleolimbot the 186 commits here look crazy and all authors of these commits will become authors of this specific PR once merged. Is there a way to fix this?

[jbampton]

You might be able to rebase and squash commits

[jbampton]

Pretty sure when a committer merges this PR they can edit the commit message and log and clean it up and delete all the extra co authors. But still this creates extra work and 186 commits is not the usual workflow.

[pwrliang]

@jiayuasu @jbampton Sorry for the scary commit history. I'm getting used to using git merge all the time and it brings all the commit history from the main branch. I have rebased the commits.

[jbampton]

@pwrliang the pre-commit check is failing here

https://github.com/apache/sedona-db/actions/runs/20157117378/job/57861882061?pr=439

pre-commit is really a series of basic and static checks.

So have a quick read of the next two links with some docs on pre-commit:

https://github.com/apache/sedona-db/blob/main/docs/contributors-guide.md#linting

https://github.com/apache/sedona/blob/master/docs/setup/compile.md#pre-commit

Let me know if you need more help getting pre-commit working