feat: Notebooks to support multiple hudi versions

[rangareddy]

Describe the issue this Pull Request addresses

Currently, the Hudi Docker environment is locked into a single version of Hudi and Spark, limiting developers' ability to test cross-version compatibility. Additionally, there is a lack of out-of-the-box support for querying Hudi tables via Trino and Presto within the notebook environment.

This PR addresses these gaps by:

* Refactoring the Dockerfile to support parameterized Hudi and Spark versions.
* Integrating Trino and Presto python clients into the base image.
* Providing specialized notebooks to demonstrate Hudi integration with these query engines.

Summary and Changelog

This PR enhances the local development environment by making the Hudi version dynamic and expanding the analytics toolset available to users.

Impact

Users can now build and run Hudi notebooks for specific versions by passing build arguments. The inclusion of Trino/Presto clients allows for immediate end-to-end testing of the "Lakehouse" architecture (Write via Spark, Read via Trino/Presto) in a single container.

Risk Level

Low. These changes primarily affect the local development/Docker environment and do not alter the core Hudi library code or public Java APIs.

Documentation Update

Contributor's checklist

• Read through contributor's guide
• Enough context is provided in the sections above
• Adequate tests were added if applicable

[danny0405]

Let's fix the compile errors:

Error: ere 2 source files that did not have Apache License [ERROR]
./hudi-notebooks/notebooks/06_hudi_trino_example.ipynb
./hudi-notebooks/notebooks/07_hudi_presto_example.ipynb
Error: Process completed with exit code 1.

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 57.30%. Comparing base (967408c) to head (6bd6d81).
⚠️ Report is 4 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##             master   #18255    +/-   ##
==========================================
  Coverage     57.29%   57.30%            
- Complexity    18560    18579    +19     
==========================================
  Files          1945     1947     +2     
  Lines        106256   106396   +140     
  Branches      13131    13153    +22     
==========================================
+ Hits          60880    60967    +87     
- Misses        39654    39680    +26     
- Partials       5722     5749    +27     

Flag	Coverage Δ
hadoop-mr-java-client	45.34% <ø> (-0.07%)	⬇️
spark-java-tests	47.44% <ø> (+0.02%)	⬆️
spark-scala-tests	45.53% <ø> (+0.02%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.
see 26 files with indirect coverage changes

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[hudi-bot]

CI report:

• 6bd6d81 Azure: SUCCESS

Bot commands

@hudi-bot supports the following commands:

• @hudi-bot run azure re-run the last Azure build

[rangareddy]

Hi @danny0405

Now Al checks are passed.