github-actions[bot] commented on PR #8386:
URL: https://github.com/apache/texera/pull/8386#issuecomment-5531903344

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `d091868` 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/33803443535)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 364 | 0.222 | 26,563/35,521/35,521 us | 🔴 -9.0% / 
🔴 +122.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 771 | 0.471 | 130,241/151,584/151,584 us | 🔴 
+7.4% / 🔴 +38.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 904 | 0.552 | 1,109,131/1,155,345/1,155,345 us | 
⚪ within ±5% / 🔴 +10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `d091868` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 364 tuples/sec | 400 tuples/sec | 755.36 
tuples/sec | -9.0% | -51.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.222 MB/s | 0.244 MB/s | 0.461 MB/s | -9.0% | 
-51.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,563 us | 25,399 us | 12,938 us | +4.6% | 
+105.3% |
   | bs=10 sw=10 sl=64 | p95 | 35,521 us | 36,111 us | 15,980 us | -1.6% | 
+122.3% |
   | bs=10 sw=10 sl=64 | p99 | 35,521 us | 36,111 us | 19,233 us | -1.6% | 
+84.7% |
   | bs=100 sw=10 sl=64 | throughput | 771 tuples/sec | 811 tuples/sec | 976.3 
tuples/sec | -4.9% | -21.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.471 MB/s | 0.495 MB/s | 0.596 MB/s | -4.8% | 
-21.0% |
   | bs=100 sw=10 sl=64 | p50 | 130,241 us | 121,318 us | 102,340 us | +7.4% | 
+27.3% |
   | bs=100 sw=10 sl=64 | p95 | 151,584 us | 145,736 us | 109,262 us | +4.0% | 
+38.7% |
   | bs=100 sw=10 sl=64 | p99 | 151,584 us | 145,736 us | 118,827 us | +4.0% | 
+27.6% |
   | bs=1000 sw=10 sl=64 | throughput | 904 tuples/sec | 887 tuples/sec | 1,006 
tuples/sec | +1.9% | -10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.542 MB/s | 0.614 MB/s | +1.8% 
| -10.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,109,131 us | 1,119,552 us | 999,855 us | 
-0.9% | +10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,155,345 us | 1,190,763 us | 1,042,833 us | 
-3.0% | +10.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,155,345 us | 1,190,763 us | 1,070,722 us | 
-3.0% | +7.9% |
   
   </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
   0,10,10,64,20,549.30,200,128000,364,0.222,26562.63,35521.22,35521.22
   1,100,10,64,20,2593.98,2000,1280000,771,0.471,130241.22,151584.49,151584.49
   
2,1000,10,64,20,22130.92,20000,12800000,904,0.552,1109130.68,1155345.02,1155345.02
   ```
   
   </details>
   


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