feat: enable CI to build base image for arm64 and amd64

[guillaumeloftorbital]

Description

• Enable ci to build dev image
• Enable arm64 and and64 image
• Update CI to build package for arm64
• slip the image build in 3 step to be able to build with the 6h job limitation

Testing

• Test on core https://github.com/open-space-collective/open-space-toolkit-core/actions/runs/8030904722

[Derollez]

@guillaumeloftorbital How long does it take using the cache in the CI? Also were you able to confirm that it is able to use the cache from one build to another? 🤔 Looks great man, thanks for the awesome addition

[guillaumeloftorbital]

@Derollez the CI takes ~6h but with cache is faster this job only take 1min for example https://github.com/open-space-collective/open-space-toolkit/actions/runs/8038419090

[guillaumeloftorbital]

e branch as well so that we only run the arm package building for both cpp and python on main instead of on every pull request? Because the arm package building lengthens the pipeline, and we just put effort into reducing its length recently

my issue with disabling the build for arm64 is that it could be easy to break the build but we will only see on release

[apaletta3]

e branch as well so that we only run the arm package building for both cpp and python on main instead of on every pull request? Because the arm package building lengthens the pipeline, and we just put effort into reducing its length recently

my issue with disabling the build for arm64 is that it could be easy to break the build but we will only see on release

@guillaumeloftorbital No, I don't mean only on release, I mean only on main and also on release. So if it breaks on main after we merge we'll see it right away and not have to wait for a release. We already do this in ostk-astro with validation tests (kind of like integration tests) that only run on main to keep the length of the CI down.

So could you make this change please?