github-actions[bot] commented on PR #5877:
URL: https://github.com/apache/texera/pull/5877#issuecomment-4763894163

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `ed22158` 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/27923253118)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 382 | 0.233 | 25,421/37,199/37,199 us | 🔴 -5.7% / 
🔴 -7.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 794 | 0.485 | 123,223/160,478/160,478 us | 🔴 
+14.0% / 🔴 +14.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 924 | 0.564 | 1,087,932/1,138,448/1,138,448 us | 
⚪ within ±5% / 🔴 +11.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ed22158` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 404 tuples/sec | 410.82 
tuples/sec | -5.4% | -7.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.247 MB/s | 0.251 MB/s | -5.7% | 
-7.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,421 us | 25,175 us | 23,785 us | +1.0% | 
+6.9% |
   | bs=10 sw=10 sl=64 | p95 | 37,199 us | 35,421 us | 34,980 us | +5.0% | 
+6.3% |
   | bs=10 sw=10 sl=64 | p99 | 37,199 us | 35,421 us | 34,980 us | +5.0% | 
+6.3% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 841 tuples/sec | 891.94 
tuples/sec | -5.6% | -11.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.514 MB/s | 0.544 MB/s | -5.6% | 
-10.9% |
   | bs=100 sw=10 sl=64 | p50 | 123,223 us | 117,680 us | 112,277 us | +4.7% | 
+9.7% |
   | bs=100 sw=10 sl=64 | p95 | 160,478 us | 140,741 us | 139,802 us | +14.0% | 
+14.8% |
   | bs=100 sw=10 sl=64 | p99 | 160,478 us | 140,741 us | 139,802 us | +14.0% | 
+14.8% |
   | bs=1000 sw=10 sl=64 | throughput | 924 tuples/sec | 925 tuples/sec | 1,041 
tuples/sec | -0.1% | -11.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.565 MB/s | 0.635 MB/s | -0.2% 
| -11.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,087,932 us | 1,084,837 us | 972,714 us | 
+0.3% | +11.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,138,448 us | 1,125,679 us | 1,023,057 us | 
+1.1% | +11.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,138,448 us | 1,125,679 us | 1,023,057 us | 
+1.1% | +11.3% |
   
   </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
   0,10,10,64,20,523.80,200,128000,382,0.233,25421.21,37198.70,37198.70
   1,100,10,64,20,2518.90,2000,1280000,794,0.485,123223.43,160478.29,160478.29
   
2,1000,10,64,20,21642.36,20000,12800000,924,0.564,1087932.27,1138447.68,1138447.68
   ```
   
   </details>
   


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