geoffreyclaude commented on issue #15529:
URL: https://github.com/apache/datafusion/issues/15529#issuecomment-2779122390

   PR should be ready for review. I've included some pretty nice benchmark 
results from https://github.com/apache/datafusion/pull/15560:
   
   ```
   > ./bench.sh compare main partitioned_topk
   Comparing main and partitioned_topk
   --------------------                                                         
                 
   Benchmark top10_sorted_tpch.json                                             
                 
   --------------------                                                         
                 
   ┏━━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┓
   ┃ Query        ┃     main ┃ partitioned_topk ┃         Change ┃
   ┡━━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━┩
   │ Q1           │  24.73ms │          24.86ms │      no change │
   │ Q2           │   5.42ms │           5.27ms │      no change │
   │ Q3           │  77.20ms │          76.83ms │      no change │
   │ Q4           │  28.43ms │           5.41ms │  +5.26x faster │
   │ Q5           │  18.44ms │          18.34ms │      no change │
   │ Q6           │  32.91ms │          32.52ms │      no change │
   │ Q7           │  74.63ms │          75.11ms │      no change │
   │ Q8           │  77.22ms │           6.78ms │ +11.39x faster │
   │ Q9           │  90.10ms │          10.04ms │  +8.97x faster │
   │ Q10          │ 135.39ms │          14.04ms │  +9.64x faster │
   │ Q11          │  72.33ms │          71.06ms │      no change │
   └──────────────┴──────────┴──────────────────┴────────────────┘
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓ 
   ┃ Benchmark Summary               ┃          ┃ 
   ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩ 
   │ Total Time (main)               │ 636.81ms │
   │ Total Time (partitioned_topk)   │ 340.26ms │
   │ Average Time (main)             │  57.89ms │
   │ Average Time (partitioned_topk) │  30.93ms │                               
                 
   │ Queries Faster                  │        4 │                               
                 
   │ Queries Slower                  │        0 │                               
                 
   │ Queries with No Change          │        7 │                               
                 
   └─────────────────────────────────┴──────────┘
   ```


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