github-actions[bot] commented on PR #8911:
URL: https://github.com/apache/texera/pull/8911#issuecomment-6045297719

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `4c982a7` 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/37670042637)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 374 | 0.229 | 26,690/33,348/33,348 us | 🔴 +20.7% / 
🔴 +145.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 766 | 0.467 | 124,658/168,058/168,058 us | 🔴 
+22.0% / 🔴 +79.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 891 | 0.544 | 1,114,968/1,213,357/1,213,357 us | 
⚪ within ±5% / 🔴 +33.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4c982a7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 374 tuples/sec | 423 tuples/sec | 960.16 
tuples/sec | -11.6% | -61.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.229 MB/s | 0.258 MB/s | 0.586 MB/s | -11.2% | 
-60.9% |
   | bs=10 sw=10 sl=64 | p50 | 26,690 us | 22,105 us | 11,059 us | +20.7% | 
+141.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,348 us | 34,893 us | 13,567 us | -4.4% | 
+145.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,348 us | 34,893 us | 16,824 us | -4.4% | 
+98.2% |
   | bs=100 sw=10 sl=64 | throughput | 766 tuples/sec | 840 tuples/sec | 1,235 
tuples/sec | -8.8% | -38.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.467 MB/s | 0.513 MB/s | 0.754 MB/s | -9.0% | 
-38.0% |
   | bs=100 sw=10 sl=64 | p50 | 124,658 us | 117,089 us | 87,809 us | +6.5% | 
+42.0% |
   | bs=100 sw=10 sl=64 | p95 | 168,058 us | 137,748 us | 93,907 us | +22.0% | 
+79.0% |
   | bs=100 sw=10 sl=64 | p99 | 168,058 us | 137,748 us | 106,076 us | +22.0% | 
+58.4% |
   | bs=1000 sw=10 sl=64 | throughput | 891 tuples/sec | 903 tuples/sec | 1,272 
tuples/sec | -1.3% | -29.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.544 MB/s | 0.551 MB/s | 0.776 MB/s | -1.3% 
| -29.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,114,968 us | 1,113,186 us | 863,168 us | 
+0.2% | +29.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,213,357 us | 1,167,237 us | 907,700 us | 
+4.0% | +33.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,213,357 us | 1,167,237 us | 933,684 us | 
+4.0% | +30.0% |
   
   </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
   0,10,10,64,20,534.18,200,128000,374,0.229,26690.16,33347.55,33347.55
   1,100,10,64,20,2611.26,2000,1280000,766,0.467,124658.27,168057.52,168057.52
   
2,1000,10,64,20,22441.14,20000,12800000,891,0.544,1114967.69,1213356.57,1213356.57
   ```
   
   </details>
   


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