gaogaotiantian opened a new pull request, #56379:
URL: https://github.com/apache/spark/pull/56379

   ### What changes were proposed in this pull request?
   
   Add a unified entry for all scheduled CIs for branch-4.1 
(`branch41_scheduler.yml`). It uses `gh workflow` to trigger the self-contained 
build workflows on `branch-4.1`, and removes the per-build 
`build_branch41_*.yml` files from `master`.
   
   This follows the same approach as SPARK-56990 (#56046), which did this for 
`branch-4.x`. SPARK-57267 (#56330) already laid the ground on `branch-4.1` by 
making the build workflows self-contained and dispatchable, so this PR only 
needs to change the `master` scheduled tasks.
   
   The scheduler triggers the following targets on `branch-4.1` (also exposed 
via `workflow_dispatch`): `build_java17`, `build_java21`, `build_maven`, 
`build_maven_java21`, `build_non_ansi`, `build_python_3.11`, 
`build_python_3.14`, `build_python_pypy3.10`. Note this differs from the 
`branch-4.x` set: there is no `java25` build on `branch-4.1`, and `branch-4.1` 
additionally has a `pypy3.10` build. The cron times are spread out and chosen 
to avoid the hours already used by the `branch-4.x` scheduler.
   
   `README.md` is updated so the branch-4.1 badges point at the self-contained 
workflows filtered by `?branch=branch-4.1`.
   
   ### Why are the changes needed?
   
   This is part of decoupling our CIs. All `branch-4.1` related CIs should only 
rely on files on `branch-4.1`, with the exception of this new scheduler file 
which is needed on `master` to trigger scheduled tasks (scheduled workflows 
only fire from the default branch).
   
   ### Does this PR introduce _any_ user-facing change?
   
   No. CI only.
   
   ### How was this patch tested?
   
   These workflows can be triggered manually via `workflow_dispatch` once 
merged.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code (Claude Opus 4.8)
   
   This pull request and its description were written by Isaac.


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