github-actions[bot] commented on PR #8340:
URL: https://github.com/apache/texera/pull/8340#issuecomment-5514294953

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `30681cd` 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/33664750609)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 371 | 0.226 | 25,342/38,424/38,424 us | 🔴 -12.1% / 
🔴 +140.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 763 | 0.466 | 127,112/184,136/184,136 us | 🔴 
+24.9% / 🔴 +66.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,091,939/1,227,088/1,227,088 us | 
🔴 +9.0% / 🔴 +16.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `30681cd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 371 tuples/sec | 422 tuples/sec | 750.25 
tuples/sec | -12.1% | -50.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.257 MB/s | 0.458 MB/s | -12.1% | 
-50.6% |
   | bs=10 sw=10 sl=64 | p50 | 25,342 us | 23,477 us | 13,041 us | +7.9% | 
+94.3% |
   | bs=10 sw=10 sl=64 | p95 | 38,424 us | 34,452 us | 15,996 us | +11.5% | 
+140.2% |
   | bs=10 sw=10 sl=64 | p99 | 38,424 us | 34,452 us | 19,395 us | +11.5% | 
+98.1% |
   | bs=100 sw=10 sl=64 | throughput | 763 tuples/sec | 825 tuples/sec | 961.14 
tuples/sec | -7.5% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.504 MB/s | 0.587 MB/s | -7.5% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 127,112 us | 120,201 us | 103,974 us | +5.7% | 
+22.3% |
   | bs=100 sw=10 sl=64 | p95 | 184,136 us | 147,473 us | 110,662 us | +24.9% | 
+66.4% |
   | bs=100 sw=10 sl=64 | p99 | 184,136 us | 147,473 us | 120,690 us | +24.9% | 
+52.6% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 925 tuples/sec | 
991.91 tuples/sec | -1.5% | -8.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.564 MB/s | 0.605 MB/s | -1.4% 
| -8.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,091,939 us | 1,075,674 us | 1,013,755 us | 
+1.5% | +7.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,227,088 us | 1,126,027 us | 1,056,115 us | 
+9.0% | +16.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,227,088 us | 1,126,027 us | 1,082,840 us | 
+9.0% | +13.3% |
   
   </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
   0,10,10,64,20,539.06,200,128000,371,0.226,25342.45,38424.00,38424.00
   1,100,10,64,20,2621.77,2000,1280000,763,0.466,127111.87,184136.09,184136.09
   
2,1000,10,64,20,21951.53,20000,12800000,911,0.556,1091938.83,1227088.02,1227088.02
   ```
   
   </details>
   


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