github-actions[bot] commented on PR #5704:
URL: https://github.com/apache/texera/pull/5704#issuecomment-4700198608

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 13 better · 🔴 2 worse · ⚪ 0 noise (<±5%) · 0 without baseline
   
   > CI benchmark results are noisy; treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/27483205731)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 540 | 0.329 | 17,759/37,485/37,485 us | 🟢 +30.3% / 
🟢 +31.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,222 | 0.746 | 83,020/102,348/102,348 us | 🟢 
+51.9% / 🟢 +37.0% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,445 | 0.882 | 691,877/728,792/728,792 us | 🟢 
+55.5% / 🟢 +38.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bdde6b9` from 2026-06-13T23:51:59.624Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 540 tuples/sec | 414.33 tuples/sec | 
410.82 tuples/sec | +30.3% | +31.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.329 MB/s | 0.253 MB/s | 0.251 MB/s | +30.1% | 
+31.2% |
   | bs=10 sw=10 sl=64 | p50 | 17,759 us | 23,391 us | 23,785 us | -24.1% | 
-25.3% |
   | bs=10 sw=10 sl=64 | p95 | 37,485 us | 29,323 us | 34,980 us | +27.8% | 
+7.2% |
   | bs=10 sw=10 sl=64 | p99 | 37,485 us | 29,323 us | 34,980 us | +27.8% | 
+7.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,222 tuples/sec | 804.8 tuples/sec | 
891.94 tuples/sec | +51.8% | +37.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.746 MB/s | 0.491 MB/s | 0.544 MB/s | +51.9% 
| +37.0% |
   | bs=100 sw=10 sl=64 | p50 | 83,020 us | 124,000 us | 112,277 us | -33.0% | 
-26.1% |
   | bs=100 sw=10 sl=64 | p95 | 102,348 us | 145,811 us | 139,802 us | -29.8% | 
-26.8% |
   | bs=100 sw=10 sl=64 | p99 | 102,348 us | 145,811 us | 139,802 us | -29.8% | 
-26.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,445 tuples/sec | 929.58 tuples/sec | 
1,041 tuples/sec | +55.4% | +38.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.882 MB/s | 0.567 MB/s | 0.635 MB/s | +55.5% 
| +38.8% |
   | bs=1000 sw=10 sl=64 | p50 | 691,877 us | 1,073,040 us | 972,714 us | 
-35.5% | -28.9% |
   | bs=1000 sw=10 sl=64 | p95 | 728,792 us | 1,136,639 us | 1,023,057 us | 
-35.9% | -28.8% |
   | bs=1000 sw=10 sl=64 | p99 | 728,792 us | 1,136,639 us | 1,023,057 us | 
-35.9% | -28.8% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,370.57,200,128000,540,0.329,17759.33,37484.50,37484.50
   1,100,10,64,20,1636.27,2000,1280000,1222,0.746,83020.24,102348.33,102348.33
   
2,1000,10,64,20,13839.58,20000,12800000,1445,0.882,691877.22,728792.00,728792.00
   ```
   
   </details>
   


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