github-actions[bot] commented on PR #8236:
URL: https://github.com/apache/texera/pull/8236#issuecomment-5473830133

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33357736659)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 417 | 0.254 | 23,078/31,267/31,267 us | 🔴 -7.3% / 
🔴 +111.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 925 | 0.564 | 105,725/141,863/141,863 us | 🔴 
+7.3% / 🔴 +40.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,095 | 0.668 | 917,049/991,231/991,231 us | ⚪ 
within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 417 tuples/sec | 449 tuples/sec | 844.57 
tuples/sec | -7.1% | -50.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.254 MB/s | 0.274 MB/s | 0.515 MB/s | -7.3% | 
-50.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,078 us | 21,870 us | 11,837 us | +5.5% | 
+95.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,267 us | 33,400 us | 14,788 us | -6.4% | 
+111.4% |
   | bs=10 sw=10 sl=64 | p99 | 31,267 us | 33,400 us | 17,651 us | -6.4% | 
+77.1% |
   | bs=100 sw=10 sl=64 | throughput | 925 tuples/sec | 929 tuples/sec | 1,084 
tuples/sec | -0.4% | -14.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.567 MB/s | 0.662 MB/s | -0.5% | 
-14.8% |
   | bs=100 sw=10 sl=64 | p50 | 105,725 us | 98,571 us | 94,505 us | +7.3% | 
+11.9% |
   | bs=100 sw=10 sl=64 | p95 | 141,863 us | 143,693 us | 100,941 us | -1.3% | 
+40.5% |
   | bs=100 sw=10 sl=64 | p99 | 141,863 us | 143,693 us | 108,642 us | -1.3% | 
+30.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,095 tuples/sec | 1,110 tuples/sec | 
1,119 tuples/sec | -1.4% | -2.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.678 MB/s | 0.683 MB/s | -1.5% 
| -2.2% |
   | bs=1000 sw=10 sl=64 | p50 | 917,049 us | 890,679 us | 924,404 us | +3.0% | 
-0.8% |
   | bs=1000 sw=10 sl=64 | p95 | 991,231 us | 994,242 us | 967,785 us | -0.3% | 
+2.4% |
   | bs=1000 sw=10 sl=64 | p99 | 991,231 us | 994,242 us | 995,630 us | -0.3% | 
-0.4% |
   
   </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
   0,10,10,64,20,480.18,200,128000,417,0.254,23077.74,31266.96,31266.96
   1,100,10,64,20,2162.98,2000,1280000,925,0.564,105724.92,141862.87,141862.87
   
2,1000,10,64,20,18270.89,20000,12800000,1095,0.668,917049.14,991231.05,991231.05
   ```
   
   </details>
   


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