[VL] Version tag for Docker image

[zhouyuan]

Description

Currently Velox backend provides two docker images:

• apache/gluten:vcpkg-centos-7
  https://hub.docker.com/layers/apache/gluten/vcpkg-centos-7/images/sha256-d02bb9e67df16c7503fa2e2e838ddc0361fd74a7d093ba2f89be5df799a5fc90

• apache/gluten:centos-8
  https://hub.docker.com/layers/apache/gluten/centos-8/images/sha256-9d716300c9a7c5c6b48c29c4390a31a931ed34e49d46edc66ce34fc058fd6bd6

As Gluten will have some breaking compatibility changes like Gcc/JDK, it maybe better to provide a version tag on each release

[FelixYBW]

Can we publish a daily updated image with .ccache as well? So user can pull the two images and build Gluten quickly in their env.

[zhouyuan]

Can we publish a daily updated image with .ccache as well? So user can pull the two images and build Gluten quickly in their env.

I just did a quick check, in fact the centos7/8 docker image already have .ccache installed. However since the image is only doing build_arrow but does not build_velox so the ccache does not help to speed up velox compile. I think a doable way maybe reusing the dev docker image from Velox https://github.com/facebookincubator/velox/blob/main/.github/workflows/docker.yml#L57

Cc: @PHILO-HE

[PHILO-HE]

We can build velox when building these image and then ccache will be really re-used. But I remember the image size once hit the github action limit.

[FelixYBW]

Let's keep current way then