[chore](thirdparty) build only hadoop 3.4.2.4, build azure everywhere and slim it down, and add ccache - #66842

Node.js 20 is deprecated. The following actions target Node.js 20 but are being forced to run on Node.js 24: ./.github/actions/lfs-warning, actions/checkout@v3. For more information see: https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/