github-actions[bot] commented on PR #8222:
URL: https://github.com/apache/texera/pull/8222#issuecomment-5473483766

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33354992144)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 370 | 0.226 | 25,394/38,867/38,867 us | 🔴 +43.0% / 
🔴 +162.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 775 | 0.473 | 123,974/171,540/171,540 us | 🔴 
+25.6% / 🔴 +69.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 920 | 0.562 | 1,078,889/1,212,966/1,212,966 us | 
🔴 +8.6% / 🔴 +25.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 370 tuples/sec | 454 tuples/sec | 844.57 
tuples/sec | -18.5% | -56.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.277 MB/s | 0.515 MB/s | -18.4% | 
-56.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,394 us | 22,453 us | 11,837 us | +13.1% | 
+114.5% |
   | bs=10 sw=10 sl=64 | p95 | 38,867 us | 27,174 us | 14,788 us | +43.0% | 
+162.8% |
   | bs=10 sw=10 sl=64 | p99 | 38,867 us | 27,174 us | 17,651 us | +43.0% | 
+120.2% |
   | bs=100 sw=10 sl=64 | throughput | 775 tuples/sec | 815 tuples/sec | 1,084 
tuples/sec | -4.9% | -28.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.497 MB/s | 0.662 MB/s | -4.8% | 
-28.5% |
   | bs=100 sw=10 sl=64 | p50 | 123,974 us | 123,866 us | 94,505 us | +0.1% | 
+31.2% |
   | bs=100 sw=10 sl=64 | p95 | 171,540 us | 136,533 us | 100,941 us | +25.6% | 
+69.9% |
   | bs=100 sw=10 sl=64 | p99 | 171,540 us | 136,533 us | 108,642 us | +25.6% | 
+57.9% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 926 tuples/sec | 1,119 
tuples/sec | -0.6% | -17.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.565 MB/s | 0.683 MB/s | -0.5% 
| -17.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,078,889 us | 1,080,000 us | 924,404 us | 
-0.1% | +16.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,212,966 us | 1,116,473 us | 967,785 us | 
+8.6% | +25.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,212,966 us | 1,116,473 us | 995,630 us | 
+8.6% | +21.8% |
   
   </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
   0,10,10,64,20,541.19,200,128000,370,0.226,25393.62,38866.51,38866.51
   1,100,10,64,20,2579.50,2000,1280000,775,0.473,123973.67,171540.45,171540.45
   
2,1000,10,64,20,21728.81,20000,12800000,920,0.562,1078888.59,1212966.27,1212966.27
   ```
   
   </details>
   


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