github-actions[bot] commented on PR #5667:
URL: https://github.com/apache/texera/pull/5667#issuecomment-4696945384

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 10 better · 🔴 5 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/27452281754)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 345 | 0.211 | 28,712/42,848/42,848 us | 🔴 +15.8% / 
🔴 +19.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 934 | 0.57 | 106,261/127,204/127,204 us | 🟢 
+28.1% / 🟢 -10.6% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,078 | 0.658 | 926,607/955,061/955,061 us | 🟢 
+13.9% / 🟢 -8.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7ae9b35` from 2026-06-13T00:44:28.840Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 345 tuples/sec | 394.18 tuples/sec | 
400.34 tuples/sec | -12.5% | -13.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.211 MB/s | 0.241 MB/s | 0.244 MB/s | -12.3% | 
-13.6% |
   | bs=10 sw=10 sl=64 | p50 | 28,712 us | 24,805 us | 24,191 us | +15.8% | 
+18.7% |
   | bs=10 sw=10 sl=64 | p95 | 42,848 us | 38,345 us | 36,018 us | +11.7% | 
+19.0% |
   | bs=10 sw=10 sl=64 | p99 | 42,848 us | 38,345 us | 36,018 us | +11.7% | 
+19.0% |
   | bs=100 sw=10 sl=64 | throughput | 934 tuples/sec | 729.17 tuples/sec | 
867.19 tuples/sec | +28.1% | +7.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.445 MB/s | 0.529 MB/s | +28.1% | 
+7.7% |
   | bs=100 sw=10 sl=64 | p50 | 106,261 us | 133,219 us | 114,874 us | -20.2% | 
-7.5% |
   | bs=100 sw=10 sl=64 | p95 | 127,204 us | 173,178 us | 142,264 us | -26.5% | 
-10.6% |
   | bs=100 sw=10 sl=64 | p99 | 127,204 us | 173,178 us | 142,264 us | -26.5% | 
-10.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,078 tuples/sec | 946.3 tuples/sec | 
1,010 tuples/sec | +13.9% | +6.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.578 MB/s | 0.616 MB/s | +13.9% 
| +6.8% |
   | bs=1000 sw=10 sl=64 | p50 | 926,607 us | 1,059,718 us | 995,071 us | 
-12.6% | -6.9% |
   | bs=1000 sw=10 sl=64 | p95 | 955,061 us | 1,104,221 us | 1,046,228 us | 
-13.5% | -8.7% |
   | bs=1000 sw=10 sl=64 | p99 | 955,061 us | 1,104,221 us | 1,046,228 us | 
-13.5% | -8.7% |
   
   </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
   0,10,10,64,20,579.39,200,128000,345,0.211,28712.36,42847.74,42847.74
   1,100,10,64,20,2140.63,2000,1280000,934,0.570,106260.80,127203.59,127203.59
   
2,1000,10,64,20,18560.83,20000,12800000,1078,0.658,926607.17,955060.76,955060.76
   ```
   
   </details>
   


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