github-actions[bot] commented on PR #8575:
URL: https://github.com/apache/texera/pull/8575#issuecomment-5720939850

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `471e53c` 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/35271679451)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 401 | 0.245 | 23,913/35,709/35,709 us | ⚪ within 
±5% / 🔴 +138.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 805 | 0.491 | 119,894/180,648/180,648 us | 🔴 
+32.5% / 🔴 +80.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 940 | 0.574 | 1,067,649/1,133,100/1,133,100 us | 
⚪ within ±5% / 🔴 +18.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `471e53c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 401 tuples/sec | 414 tuples/sec | 839.58 
tuples/sec | -3.1% | -52.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.253 MB/s | 0.512 MB/s | -3.2% | 
-52.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,913 us | 24,423 us | 11,937 us | -2.1% | 
+100.3% |
   | bs=10 sw=10 sl=64 | p95 | 35,709 us | 37,348 us | 14,976 us | -4.4% | 
+138.4% |
   | bs=10 sw=10 sl=64 | p99 | 35,709 us | 37,348 us | 19,204 us | -4.4% | 
+85.9% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 849 tuples/sec | 1,096 
tuples/sec | -5.2% | -26.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.518 MB/s | 0.669 MB/s | -5.2% | 
-26.6% |
   | bs=100 sw=10 sl=64 | p50 | 119,894 us | 116,711 us | 94,033 us | +2.7% | 
+27.5% |
   | bs=100 sw=10 sl=64 | p95 | 180,648 us | 136,306 us | 99,939 us | +32.5% | 
+80.8% |
   | bs=100 sw=10 sl=64 | p99 | 180,648 us | 136,306 us | 110,148 us | +32.5% | 
+64.0% |
   | bs=1000 sw=10 sl=64 | throughput | 940 tuples/sec | 952 tuples/sec | 1,128 
tuples/sec | -1.3% | -16.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.574 MB/s | 0.581 MB/s | 0.688 MB/s | -1.2% 
| -16.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,067,649 us | 1,050,271 us | 921,191 us | 
+1.7% | +15.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,133,100 us | 1,094,636 us | 959,735 us | 
+3.5% | +18.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,133,100 us | 1,094,636 us | 988,604 us | 
+3.5% | +14.6% |
   
   </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
   0,10,10,64,20,498.69,200,128000,401,0.245,23913.38,35708.89,35708.89
   1,100,10,64,20,2484.59,2000,1280000,805,0.491,119894.10,180648.14,180648.14
   
2,1000,10,64,20,21272.12,20000,12800000,940,0.574,1067648.78,1133100.04,1133100.04
   ```
   
   </details>
   


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