feat: Support arm docker build

[Anarion-zuo]

What this PR does / why we need it:

• Support feature server docker image in ARM.
• Setup CI test for docker images under amd64 & arm64.

Which issue(s) this PR fixes:

#4813

Misc

---

[devin-ai-integration]

✅ Devin Review: No Issues Found

Devin Review analyzed this PR and found no potential bugs to report.

View in Devin Review to see 4 additional findings.

[ntkathole]

also .github/workflows/docker_smoke_tests.yml

[Anarion-zuo]

done

[ntkathole]

@Anarion-zuo This looks good, can we also please get support of arm for dev image ?
build-feature-server-dev-docker, quay.io/feastdev-ci/feature-server
https://github.com/feast-dev/feast/blob/master/.github/workflows/master_only.yml#L124

[Anarion-zuo]

@Anarion-zuo This looks good, can we also please get support of arm for dev image ? build-feature-server-dev-docker, quay.io/feastdev-ci/feature-server https://github.com/feast-dev/feast/blob/master/.github/workflows/master_only.yml#L124

Done

[ntkathole]

@Anarion-zuo This looks good, can we also please get support of arm for dev image ? build-feature-server-dev-docker, quay.io/feastdev-ci/feature-server https://github.com/feast-dev/feast/blob/master/.github/workflows/master_only.yml#L124

Done

@Anarion-zuo I don't see master_only workflow modified to build and push dev images with arm arch

[Anarion-zuo]

It would seem that https://github.com/feast-dev/feast/blob/master/.github/workflows/master_only.yml can only be triggered upon merge or push into the master branch. I made changes in the master_only.yml file to publish the image to quay.io, but cannot test it unless I trigger the action manually. Should I do this? I believe this would cause a build not from the master branch.

[ntkathole]

I think we should keep using make target, this avoids little maintenance for future

- name: Build image
     run: |
       if [[ "${{ matrix.component }}" == "feature-server-dev" ]]; then
         make build-feature-server-dev-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA} DOCKER_PUSH=true DOCKER_PLATFORMS=linux/amd64,linux/arm64
       else
         make build-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA}
       fi
   - name: Push image
     run: |
       if [[ "${{ matrix.component }}" == "feature-server-dev" ]]; then
         docker buildx imagetools create -t ${REGISTRY}/feature-server:develop ${REGISTRY}/feature-server:${GITHUB_SHA}
       else
         docker tag ${REGISTRY}/${{ matrix.component }}:${GITHUB_SHA} ${REGISTRY}/${{ matrix.component }}:develop
         docker push ${REGISTRY}/${{ matrix.component }} --all-tags
       fi

[Anarion-zuo]

I modified the 'Build image' part to make one-liners.