github-actions[bot] commented on PR #6201:
URL: https://github.com/apache/texera/pull/6201#issuecomment-4887578121

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `2792e44` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/28754621211)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 416 | 0.254 | 22,874/35,398/35,398 us | 🔴 +20.9% / 
🔴 +132.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 942 | 0.575 | 105,186/123,337/123,337 us | 🟢 
-5.6% / 🔴 +14.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,094 | 0.668 | 909,449/980,751/980,751 us | 🔴 
+5.8% / 🟢 -7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2792e44` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 416 tuples/sec | 463 tuples/sec | 777.63 
tuples/sec | -10.2% | -46.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.254 MB/s | 0.283 MB/s | 0.475 MB/s | -10.2% | 
-46.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,874 us | 21,864 us | 12,603 us | +4.6% | 
+81.5% |
   | bs=10 sw=10 sl=64 | p95 | 35,398 us | 29,270 us | 15,215 us | +20.9% | 
+132.7% |
   | bs=10 sw=10 sl=64 | p99 | 35,398 us | 29,270 us | 18,617 us | +20.9% | 
+90.1% |
   | bs=100 sw=10 sl=64 | throughput | 942 tuples/sec | 970 tuples/sec | 987.11 
tuples/sec | -2.9% | -4.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.592 MB/s | 0.602 MB/s | -2.9% | 
-4.6% |
   | bs=100 sw=10 sl=64 | p50 | 105,186 us | 100,725 us | 101,428 us | +4.4% | 
+3.7% |
   | bs=100 sw=10 sl=64 | p95 | 123,337 us | 130,691 us | 107,959 us | -5.6% | 
+14.2% |
   | bs=100 sw=10 sl=64 | p99 | 123,337 us | 130,691 us | 114,777 us | -5.6% | 
+7.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,094 tuples/sec | 1,111 tuples/sec | 
1,021 tuples/sec | -1.5% | +7.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.678 MB/s | 0.623 MB/s | -1.5% 
| +7.2% |
   | bs=1000 sw=10 sl=64 | p50 | 909,449 us | 901,745 us | 986,363 us | +0.9% | 
-7.8% |
   | bs=1000 sw=10 sl=64 | p95 | 980,751 us | 927,298 us | 1,026,594 us | +5.8% 
| -4.5% |
   | bs=1000 sw=10 sl=64 | p99 | 980,751 us | 927,298 us | 1,054,559 us | +5.8% 
| -7.0% |
   
   </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
   0,10,10,64,20,480.83,200,128000,416,0.254,22873.88,35398.35,35398.35
   1,100,10,64,20,2122.87,2000,1280000,942,0.575,105185.93,123336.90,123336.90
   
2,1000,10,64,20,18278.51,20000,12800000,1094,0.668,909449.21,980750.83,980750.83
   ```
   
   </details>
   


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