platinumhamburg opened a new issue, #1656:
URL: https://github.com/apache/fluss/issues/1656

   ### Search before asking
   
   - [x] I searched in the [issues](https://github.com/apache/fluss/issues) and 
found nothing similar.
   
   
   ### Motivation
   
   Currently, we enforce a strict limitation that prefix lookup columns must 
encompass all partition fields when querying partitioned tables. However, in 
numerous practical scenarios, users require the flexibility to perform prefix 
lookups across multiple partitions. A common use case is executing delta joins 
where join keys originate from different partitions.
   
   ### Solution
   
   - Concurrent Multi-Partition Prefix Lookup: Implement support for concurrent 
prefix lookups across multiple partitions, with automatic result merging.
   - Partition Pruning with Predicate Pushdown in PrefixLookup: Enable 
partition pruning based on pushed-down predicates, including both JOIN 
conditions and WHERE conditions, to minimize unnecessary data scanning and 
improve query performance. 
   
   ### Anything else?
   
   _No response_
   
   ### Willingness to contribute
   
   - [x] I'm willing to submit a PR!


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