github-actions[bot] commented on PR #8174:
URL: https://github.com/apache/texera/pull/8174#issuecomment-5472469795

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 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/33346415865)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 534 | 0.326 | 18,330/22,166/22,166 us | 🟢 -22.9% / 
🔴 +54.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,071 | 0.654 | 91,457/120,474/120,474 us | ⚪ 
within ±5% / 🔴 +19.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,267 | 0.773 | 785,173/910,388/910,388 us | 🔴 
+11.9% / 🟢 -15.1% |
   
   <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 | 534 tuples/sec | 552 tuples/sec | 844.57 
tuples/sec | -3.3% | -36.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.326 MB/s | 0.337 MB/s | 0.515 MB/s | -3.3% | 
-36.8% |
   | bs=10 sw=10 sl=64 | p50 | 18,330 us | 17,074 us | 11,837 us | +7.4% | 
+54.8% |
   | bs=10 sw=10 sl=64 | p95 | 22,166 us | 28,746 us | 14,788 us | -22.9% | 
+49.9% |
   | bs=10 sw=10 sl=64 | p99 | 22,166 us | 28,746 us | 17,651 us | -22.9% | 
+25.6% |
   | bs=100 sw=10 sl=64 | throughput | 1,071 tuples/sec | 1,072 tuples/sec | 
1,084 tuples/sec | -0.1% | -1.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.654 MB/s | 0.654 MB/s | 0.662 MB/s | 0.0% | 
-1.2% |
   | bs=100 sw=10 sl=64 | p50 | 91,457 us | 87,764 us | 94,505 us | +4.2% | 
-3.2% |
   | bs=100 sw=10 sl=64 | p95 | 120,474 us | 118,826 us | 100,941 us | +1.4% | 
+19.4% |
   | bs=100 sw=10 sl=64 | p99 | 120,474 us | 118,826 us | 108,642 us | +1.4% | 
+10.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,267 tuples/sec | 1,285 tuples/sec | 
1,119 tuples/sec | -1.4% | +13.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.773 MB/s | 0.784 MB/s | 0.683 MB/s | -1.4% 
| +13.1% |
   | bs=1000 sw=10 sl=64 | p50 | 785,173 us | 773,505 us | 924,404 us | +1.5% | 
-15.1% |
   | bs=1000 sw=10 sl=64 | p95 | 910,388 us | 813,612 us | 967,785 us | +11.9% 
| -5.9% |
   | bs=1000 sw=10 sl=64 | p99 | 910,388 us | 813,612 us | 995,630 us | +11.9% 
| -8.6% |
   
   </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
   0,10,10,64,20,374.32,200,128000,534,0.326,18329.94,22165.99,22165.99
   1,100,10,64,20,1867.42,2000,1280000,1071,0.654,91456.86,120473.65,120473.65
   
2,1000,10,64,20,15783.51,20000,12800000,1267,0.773,785172.99,910387.59,910387.59
   ```
   
   </details>
   


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