Thanks Liu! It's great to see this contribution. I will spend some time taking a
look at the CEP and I will come back to the thread later.

Best,
- Francisco

On 2025/10/07 17:23:45 Liu Cao wrote:
> Hi fellow Cassandra devs,
> 
> I'd like to propose CEP-56: Spark Bulk Reading from Cassandra Backup
> Uploaded to Object Storage
> 
> This is about enabling cassandra-analytics to perform bulk reading from
> Cassandra snapshot backups stored in object storage like S3. This approach
> aims to decouple bulk reading from the online cassandra cluster (including
> side-car), providing full isolation and predictable performance for
> analytics.
> 
> The initial object storage support would be AWS S3. Please help review the
> new public interfaces and example usage and provide any feedback as needed.
> 
> https://cwiki.apache.org/confluence/display/CASSANDRA/CEP-56%3A+Spark+Bulk+Reading+from+Cassandra+Backup+Uploaded+to+Object+Storage
> 
> 
> Best Regards,
> 
> -- 
> 
> Liu Cao
> 

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