rangareddy opened a new pull request, #17794:
URL: https://github.com/apache/hudi/pull/17794

   ### Describe the issue this Pull Request addresses
   
   The currently used Bitnami Kafka and ZooKeeper images are being phased out 
of free public accessibility and moving toward a paid subscription model 
(Bitnami Secure Images). This has led to issues with image availability, lack 
of regular security updates for free users.
   
   By adopting the official Apache Kafka distribution images, we align Hudi’s 
ecosystem with the upstream project's lifecycle, ensure long-term 
maintainability, and leverage images maintained directly by the Apache Software 
Foundation.
   
   <!-- Either describe the issue inline here with motivation behind the 
changes 
        (or) link to an issue by including `Closes #<issue-number>` for 
context. 
        If this PR includes changes to the storage format, public APIs,
        or has breaking changes, use `!` (e.g., feat!: ...) -->
   
   ### Summary and Changelog
   
   This PR replaces all references to Bitnami Kafka and ZooKeeper images with 
the official apache/kafka distribution.
   
   * Updated Image References: Swapped bitnami/kafka and bitnami/zookeeper for 
apache/kafka.
   * Configuration Alignment: Refactored docker-compose.yml files to use 
official Apache environment variable naming conventions (e.g., transitioning 
from KAFKA_CFG_* to standard Kafka property mappings).
   
   <!-- Short, plain-English summary of what users gain or what changed in 
behavior.
        Followed by a detailed log of all the changes. Highlight if any code 
was copied. -->
   
   ### Impact
   Low
   <!-- Describe any public API or user-facing feature change or any 
performance impact. -->
   
   ### Risk Level
   None
   <!-- Accepted values: none, low, medium or high. Other than `none`, explain 
the risk.
        If medium or high, explain what verification was done to mitigate the 
risks. -->
   
   ### Documentation Update
   
   <!-- Describe any necessary documentation update if there is any new 
feature, config, or user-facing change. If not, put "none".
   
   - The config description must be updated if new configs are added or the 
default value of the configs are changed.
   - Any new feature or user-facing change requires updating the Hudi website. 
Please follow the 
     [instruction](https://hudi.apache.org/contribute/developer-setup#website) 
to make changes to the website. -->
   
   ### 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
   - [x] Adequate tests were added if applicable
   


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