github-actions[bot] commented on PR #7568:
URL: https://github.com/apache/texera/pull/7568#issuecomment-5258712473

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `e878df3` 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/31534514926)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 398 | 0.243 | 24,724/32,895/32,895 us | 🔴 +17.1% / 
🔴 +105.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 938 | 0.573 | 106,070/138,290/138,290 us | 🔴 
+6.7% / 🔴 +28.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,092 | 0.666 | 915,870/996,096/996,096 us | ⚪ 
within ±5% / 🟢 -7.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e878df3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 398 tuples/sec | 466 tuples/sec | 784.3 
tuples/sec | -14.6% | -49.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.284 MB/s | 0.479 MB/s | -14.4% | 
-49.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,724 us | 22,647 us | 12,590 us | +9.2% | 
+96.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,895 us | 28,100 us | 15,991 us | +17.1% | 
+105.7% |
   | bs=10 sw=10 sl=64 | p99 | 32,895 us | 28,100 us | 18,694 us | +17.1% | 
+76.0% |
   | bs=100 sw=10 sl=64 | throughput | 938 tuples/sec | 975 tuples/sec | 1,002 
tuples/sec | -3.8% | -6.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.595 MB/s | 0.612 MB/s | -3.7% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p50 | 106,070 us | 99,445 us | 101,285 us | +6.7% | 
+4.7% |
   | bs=100 sw=10 sl=64 | p95 | 138,290 us | 137,286 us | 108,068 us | +0.7% | 
+28.0% |
   | bs=100 sw=10 sl=64 | p99 | 138,290 us | 137,286 us | 118,235 us | +0.7% | 
+17.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,111 tuples/sec | 
1,030 tuples/sec | -1.7% | +6.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.666 MB/s | 0.678 MB/s | 0.629 MB/s | -1.8% 
| +5.9% |
   | bs=1000 sw=10 sl=64 | p50 | 915,870 us | 902,249 us | 991,882 us | +1.5% | 
-7.7% |
   | bs=1000 sw=10 sl=64 | p95 | 996,096 us | 970,696 us | 1,038,496 us | +2.6% 
| -4.1% |
   | bs=1000 sw=10 sl=64 | p99 | 996,096 us | 970,696 us | 1,068,265 us | +2.6% 
| -6.8% |
   
   </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
   0,10,10,64,20,503.04,200,128000,398,0.243,24723.65,32895.05,32895.05
   1,100,10,64,20,2131.74,2000,1280000,938,0.573,106070.23,138290.26,138290.26
   
2,1000,10,64,20,18322.51,20000,12800000,1092,0.666,915870.20,996096.30,996096.30
   ```
   
   </details>
   


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