github-actions[bot] commented on PR #8348:
URL: https://github.com/apache/texera/pull/8348#issuecomment-5515583283

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `7976744` 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/33675832240)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 358 | 0.218 | 26,951/33,300/33,300 us | 🔴 -11.0% / 
🔴 +108.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 763 | 0.466 | 126,313/171,453/171,453 us | 🔴 
+8.5% / 🔴 +54.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 912 | 0.557 | 1,082,549/1,224,690/1,224,690 us | 
🔴 +7.8% / 🔴 +16.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7976744` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 358 tuples/sec | 401 tuples/sec | 750.25 
tuples/sec | -10.7% | -52.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.218 MB/s | 0.245 MB/s | 0.458 MB/s | -11.0% | 
-52.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,951 us | 26,454 us | 13,041 us | +1.9% | 
+106.7% |
   | bs=10 sw=10 sl=64 | p95 | 33,300 us | 34,541 us | 15,996 us | -3.6% | 
+108.2% |
   | bs=10 sw=10 sl=64 | p99 | 33,300 us | 34,541 us | 19,395 us | -3.6% | 
+71.7% |
   | bs=100 sw=10 sl=64 | throughput | 763 tuples/sec | 831 tuples/sec | 961.14 
tuples/sec | -8.2% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.507 MB/s | 0.587 MB/s | -8.1% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 126,313 us | 116,439 us | 103,974 us | +8.5% | 
+21.5% |
   | bs=100 sw=10 sl=64 | p95 | 171,453 us | 166,390 us | 110,662 us | +3.0% | 
+54.9% |
   | bs=100 sw=10 sl=64 | p99 | 171,453 us | 166,390 us | 120,690 us | +3.0% | 
+42.1% |
   | bs=1000 sw=10 sl=64 | throughput | 912 tuples/sec | 940 tuples/sec | 
991.91 tuples/sec | -3.0% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.573 MB/s | 0.605 MB/s | -2.8% 
| -8.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,082,549 us | 1,064,795 us | 1,013,755 us | 
+1.7% | +6.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,224,690 us | 1,136,316 us | 1,056,115 us | 
+7.8% | +16.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,224,690 us | 1,136,316 us | 1,082,840 us | 
+7.8% | +13.1% |
   
   </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
   0,10,10,64,20,559.22,200,128000,358,0.218,26951.21,33299.64,33299.64
   1,100,10,64,20,2620.21,2000,1280000,763,0.466,126312.69,171452.87,171452.87
   
2,1000,10,64,20,21930.26,20000,12800000,912,0.557,1082549.33,1224690.20,1224690.20
   ```
   
   </details>
   


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