github-actions[bot] commented on PR #6710:
URL: https://github.com/apache/texera/pull/6710#issuecomment-5034583815

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29833710464)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.235 | 25,407/30,710/30,710 us | 🟢 -20.5% / 
🔴 +100.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 783 | 0.478 | 127,085/144,647/144,647 us | 🔴 
+7.5% / 🔴 +37.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 926 | 0.565 | 1,079,205/1,120,810/1,120,810 us | 
⚪ within ±5% / 🔴 +11.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 391 tuples/sec | 769.76 
tuples/sec | -1.8% | -50.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.239 MB/s | 0.47 MB/s | -1.7% | 
-50.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,407 us | 24,144 us | 12,663 us | +5.2% | 
+100.6% |
   | bs=10 sw=10 sl=64 | p95 | 30,710 us | 38,643 us | 15,813 us | -20.5% | 
+94.2% |
   | bs=10 sw=10 sl=64 | p99 | 30,710 us | 38,643 us | 19,001 us | -20.5% | 
+61.6% |
   | bs=100 sw=10 sl=64 | throughput | 783 tuples/sec | 818 tuples/sec | 1,009 
tuples/sec | -4.3% | -22.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.499 MB/s | 0.616 MB/s | -4.2% | 
-22.4% |
   | bs=100 sw=10 sl=64 | p50 | 127,085 us | 120,940 us | 99,444 us | +5.1% | 
+27.8% |
   | bs=100 sw=10 sl=64 | p95 | 144,647 us | 134,570 us | 105,012 us | +7.5% | 
+37.7% |
   | bs=100 sw=10 sl=64 | p99 | 144,647 us | 134,570 us | 116,467 us | +7.5% | 
+24.2% |
   | bs=1000 sw=10 sl=64 | throughput | 926 tuples/sec | 910 tuples/sec | 1,044 
tuples/sec | +1.8% | -11.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.555 MB/s | 0.637 MB/s | +1.8% 
| -11.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,079,205 us | 1,102,478 us | 964,034 us | 
-2.1% | +11.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,120,810 us | 1,130,610 us | 1,007,497 us | 
-0.9% | +11.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,120,810 us | 1,130,610 us | 1,040,936 us | 
-0.9% | +7.7% |
   
   </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
   0,10,10,64,20,520.54,200,128000,384,0.235,25406.67,30709.87,30709.87
   1,100,10,64,20,2553.89,2000,1280000,783,0.478,127085.20,144647.37,144647.37
   
2,1000,10,64,20,21594.63,20000,12800000,926,0.565,1079204.53,1120809.55,1120809.55
   ```
   
   </details>
   


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