Sure, just comment and claim directly under the corresponding issue.

kazutoiris (via GitHub) <[email protected]> 于2026年1月19日周一 15:37写道:

>
> kazutoiris opened a new pull request, #5330:
> URL: https://github.com/apache/linkis/pull/5330
>
>    ### What is the purpose of the change
>
>    * Enhanced CI build performance with parallel execution support.
>    * Introduced a `quick` build profile, enabling repeated builds in just
> 25% of the original duration.
>
>    ### Related issues/PRs
>
>    Related issues: close #5321
>
>    ### Brief change log
>
>    Based on data from **[GitHub Action](
> https://github.com/kazutoiris/linkis/actions/runs/21126956067)**, the
> table below compares Maven build performance across 4 configurations using
> `mvn package`.
>
>    Build profiles are defined as:
>
>    - **Cold build**: First execution (no prior artifacts).
>    - **Warm build**: After `mvn clean` followed by re-execution.
>    - **Hot build**: Without `clean`, directly re-executing after a
> successful build.
>
>    Parameters were activated:
>
>    - `-Pquick` for `quick` builds.
>    - `-T 4C` for `parallel` builds.
>
>    | Profile                 | Cold Build Time (s) | Warm Build Time (s) |
> Hot Build Time (s) |
>    | ----------------------- | ------------------- | ------------------- |
> ------------------ |
>    | normal build            | 1056 (1.95x)        | 1046 (1.96x)        |
> 615 (4.18x)        |
>    | normal build (parallel) | 998 (1.84x)         | 994 (1.86x)         |
> 588 (4.00x)        |
>    | quick build             | 658 (1.22x)         | 650 (1.22x)         |
> 205 (1.39x)        |
>    | quick build (parallel)  | 541 (1.00x)         | 534 (1.00x)         |
> 147 (1.00x)        |
>
>    * `quick` profiles outperform `normal` by 1.2–4.2×.
>    * Parallel execution reduces build times by ~1.8–4.2× compared to
> non-parallel variants.
>
>    ### Checklist
>
>    - [x] I have read the [Contributing Guidelines on pull requests](
> https://github.com/facebook/docusaurus/blob/main/CONTRIBUTING.md#pull-requests
> ).
>    - [x] I have explained the need for this PR and the problem it solves
>    - [x] I have explained the changes or the new features added to this PR
>    - [ ] I have added tests corresponding to this change
>    - [ ] I have updated the documentation to reflect this change
>    - [x] I have verified that this change is backward compatible (If not,
> please discuss on the [Linkis mailing list](
> https://linkis.apache.org/community/how-to-subscribe) first)
>    - [ ] **If this is a code change**: I have written unit tests to fully
> verify the new behavior.
>
>
>
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