github-actions[bot] commented on PR #7870:
URL: https://github.com/apache/texera/pull/7870#issuecomment-5384341837

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `21be7ac` 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/32619277825)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 382 | 0.233 | 25,194/34,566/34,566 us | 🔴 +17.1% / 
🔴 +140.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 808 | 0.493 | 121,547/138,769/138,769 us | 🟢 
-17.4% / 🔴 +39.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 938 | 0.573 | 1,067,496/1,101,361/1,101,361 us | 
⚪ within ±5% / 🔴 +17.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `21be7ac` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 425 tuples/sec | 833.79 
tuples/sec | -10.1% | -54.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.259 MB/s | 0.509 MB/s | -10.0% | 
-54.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,194 us | 21,519 us | 11,864 us | +17.1% | 
+112.4% |
   | bs=10 sw=10 sl=64 | p95 | 34,566 us | 36,642 us | 14,381 us | -5.7% | 
+140.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,566 us | 36,642 us | 18,035 us | -5.7% | 
+91.7% |
   | bs=100 sw=10 sl=64 | throughput | 808 tuples/sec | 789 tuples/sec | 1,083 
tuples/sec | +2.4% | -25.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.493 MB/s | 0.482 MB/s | 0.661 MB/s | +2.3% | 
-25.4% |
   | bs=100 sw=10 sl=64 | p50 | 121,547 us | 117,982 us | 93,077 us | +3.0% | 
+30.6% |
   | bs=100 sw=10 sl=64 | p95 | 138,769 us | 168,018 us | 99,553 us | -17.4% | 
+39.4% |
   | bs=100 sw=10 sl=64 | p99 | 138,769 us | 168,018 us | 108,604 us | -17.4% | 
+27.8% |
   | bs=1000 sw=10 sl=64 | throughput | 938 tuples/sec | 949 tuples/sec | 1,119 
tuples/sec | -1.2% | -16.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.579 MB/s | 0.683 MB/s | -1.0% 
| -16.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,067,496 us | 1,049,889 us | 909,247 us | 
+1.7% | +17.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,101,361 us | 1,099,733 us | 952,561 us | 
+0.1% | +15.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,101,361 us | 1,099,733 us | 985,186 us | 
+0.1% | +11.8% |
   
   </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
   0,10,10,64,20,524.01,200,128000,382,0.233,25193.95,34566.05,34566.05
   1,100,10,64,20,2476.68,2000,1280000,808,0.493,121547.15,138768.73,138768.73
   
2,1000,10,64,20,21312.43,20000,12800000,938,0.573,1067496.15,1101360.92,1101360.92
   ```
   
   </details>
   


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