[KYUUBI apache#4576] Multi arch build for ARM support in Docker Hub

Close apache#4576

* Setup QEMU and Buildx.
* Use action docker/build-push-actionv4.
* build multi platform (amd64, arm64)
* build cache for faster build ✨

### _Why are the changes needed?_

Based on This [Disscussion](apache#4487) and [Issue](apache#4576)

Update publish-snapshot-docker workflow

### _How was this patch tested?_
now test in progress...

![image](https://user-images.githubusercontent.com/34825352/226776684-4d57dd0e-141a-44a0-a023-8eb43b57bdba.png)

https://github.com/phyyou/_kyuubi/actions/runs/4485366649/jobs/7886838765

- [x] Add screenshots for manual tests if appropriate

- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request

Closes apache#4577 from phyyou/feat/buildx-at-docker-hub-snapshot.

Closes apache#4576

b75b05e [phyyou] chore(build): Chore on workflow yml
11353e7 [phyyou] build: Update publish snapshot docker workflow

Authored-by: phyyou <gydudwls@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>

.github/workflows/publish-snapshot-docker.yml

@@ -29,14 +29,23 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v3
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
       - name: Login to Docker Hub
         uses: docker/login-action@v2
         with:
           username: ${{ secrets.DOCKERHUB_USER }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
-      - name: Build Kyuubi Docker Image
-        run: docker build --tag apache/kyuubi:master-snapshot --file build/Dockerfile .
-      - name: Docker image
-        run: docker images
-      - name: Push Docker image
-        run: docker push apache/kyuubi:master-snapshot
+      - name: Build and Push Kyuubi Docker Image
+        uses: docker/build-push-action@v4
+        with:
+          # build cache on Github Actions, See: https://docs.docker.com/build/cache/backends/gha/#using-dockerbuild-push-action
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+          context: .
+          file: build/Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: apache/kyuubi:master-snapshot