github-actions[bot] commented on PR #5554:
URL: https://github.com/apache/texera/pull/5554#issuecomment-4700033281

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 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/27481437604)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 411 | 0.251 | 23,953/38,479/38,479 us | 🔴 +10.1% / 
🔴 +9.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 822 | 0.502 | 120,354/142,491/142,491 us | ⚪ 
within ±5% / 🔴 -8.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 939 | 0.573 | 1,057,073/1,131,408/1,131,408 us | 
⚪ within ±5% / 🔴 +11.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a044287` from 2026-06-13T22:20:02.070Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 411 tuples/sec | 395.36 tuples/sec | 
410.7 tuples/sec | +4.0% | +0.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.251 MB/s | 0.241 MB/s | 0.251 MB/s | +4.0% | 
+0.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,953 us | 24,519 us | 23,798 us | -2.3% | 
+0.7% |
   | bs=10 sw=10 sl=64 | p95 | 38,479 us | 34,935 us | 35,169 us | +10.1% | 
+9.4% |
   | bs=10 sw=10 sl=64 | p99 | 38,479 us | 34,935 us | 35,169 us | +10.1% | 
+9.4% |
   | bs=100 sw=10 sl=64 | throughput | 822 tuples/sec | 833.83 tuples/sec | 
894.84 tuples/sec | -1.4% | -8.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.502 MB/s | 0.509 MB/s | 0.546 MB/s | -1.4% | 
-8.1% |
   | bs=100 sw=10 sl=64 | p50 | 120,354 us | 120,315 us | 111,887 us | +0.0% | 
+7.6% |
   | bs=100 sw=10 sl=64 | p95 | 142,491 us | 145,017 us | 139,602 us | -1.7% | 
+2.1% |
   | bs=100 sw=10 sl=64 | p99 | 142,491 us | 145,017 us | 139,602 us | -1.7% | 
+2.1% |
   | bs=1000 sw=10 sl=64 | throughput | 939 tuples/sec | 953.24 tuples/sec | 
1,045 tuples/sec | -1.5% | -10.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.582 MB/s | 0.638 MB/s | -1.5% 
| -10.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,057,073 us | 1,052,108 us | 969,370 us | 
+0.5% | +9.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,131,408 us | 1,094,010 us | 1,019,271 us | 
+3.4% | +11.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,131,408 us | 1,094,010 us | 1,019,271 us | 
+3.4% | +11.0% |
   
   </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
   0,10,10,64,20,487.20,200,128000,411,0.251,23953.42,38479.29,38479.29
   1,100,10,64,20,2433.17,2000,1280000,822,0.502,120353.87,142490.78,142490.78
   
2,1000,10,64,20,21290.49,20000,12800000,939,0.573,1057072.63,1131407.91,1131407.91
   ```
   
   </details>
   


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