rangareddy opened a new pull request, #18840:
URL: https://github.com/apache/hudi/pull/18840

   ### Describe the issue this Pull Request addresses
   
   The website documentation was missing the `1.2.0` entry in the Download page 
even though the release artifacts are available. The notebooks documentation 
also did not include dedicated sections for querying Hudi with Trino and Presto.
   
   This PR updates the website docs so users can discover the latest `1.2.0` 
download artifacts and see Trino/Presto notebook coverage alongside the 
existing notebook content.
   
   ### Summary and Changelog
   
   This PR refreshes the Hudi website documentation for newer query engine and 
release coverage.
   
   Changes included:
   - Added a new `Release 1.2.0` section to `website/releases/download.md`
   - Structured the `1.2.0` Maven artifacts in the same grouped/collapsible 
format used for `1.1.1`
   - Added the published `1.2.0` artifact links for:
     - Spark bundles
     - Flink bundles
     - Query engines
     - Utilities and tools
     - Platform integrations
   - Included newly available `1.2.0` bundles such as Spark `4.1` and Flink 
`2.1`
   
   No code was copied from external sources.
   
   ### Impact
   
   This is a user-facing documentation update only.
   
   Users can now:
   - Find the correct Hudi `1.2.0` source and Maven artifacts from the Download 
page
   
   There is no public API, storage format, or runtime behavior change.
   
   ### Risk Level
   
   `low`
   
   This change is limited to documentation and website content. Artifact 
coordinates for `1.2.0` were verified against Maven Central before updating the 
Download page.
   
   ### Documentation Update
   
   Updated the Hudi website documentation:
   - `website/releases/download.md`
   
   No config descriptions were added or changed.
   
   ### Contributor's checklist
   
   - [x] Read through [contributor's 
guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [x] Enough context is provided in the sections above
   - [ ] Adequate tests were added if applicable


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