github-actions[bot] commented on PR #7255:
URL: https://github.com/apache/texera/pull/7255#issuecomment-5158427494

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `436b37e` 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/30751281375)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 385 | 0.235 | 25,490/38,112/38,112 us | 🔴 +23.7% / 
🔴 +147.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 836 | 0.511 | 116,169/147,246/147,246 us | 🔴 
+10.3% / 🔴 +39.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,007 | 0.615 | 987,270/1,202,084/1,202,084 us | 
🔴 +20.0% / 🔴 +18.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `436b37e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 385 tuples/sec | 447 tuples/sec | 790.88 
tuples/sec | -13.9% | -51.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.273 MB/s | 0.483 MB/s | -13.9% | 
-51.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,490 us | 20,605 us | 12,348 us | +23.7% | 
+106.4% |
   | bs=10 sw=10 sl=64 | p95 | 38,112 us | 35,372 us | 15,390 us | +7.7% | 
+147.6% |
   | bs=10 sw=10 sl=64 | p99 | 38,112 us | 35,372 us | 18,935 us | +7.7% | 
+101.3% |
   | bs=100 sw=10 sl=64 | throughput | 836 tuples/sec | 900 tuples/sec | 1,009 
tuples/sec | -7.1% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.511 MB/s | 0.549 MB/s | 0.616 MB/s | -6.9% | 
-17.0% |
   | bs=100 sw=10 sl=64 | p50 | 116,169 us | 108,596 us | 99,753 us | +7.0% | 
+16.5% |
   | bs=100 sw=10 sl=64 | p95 | 147,246 us | 133,455 us | 105,895 us | +10.3% | 
+39.0% |
   | bs=100 sw=10 sl=64 | p99 | 147,246 us | 133,455 us | 113,263 us | +10.3% | 
+30.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,007 tuples/sec | 1,058 tuples/sec | 
1,037 tuples/sec | -4.8% | -2.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.615 MB/s | 0.646 MB/s | 0.633 MB/s | -4.8% 
| -2.9% |
   | bs=1000 sw=10 sl=64 | p50 | 987,270 us | 944,124 us | 976,194 us | +4.6% | 
+1.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,202,084 us | 1,001,544 us | 1,016,411 us | 
+20.0% | +18.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,202,084 us | 1,001,544 us | 1,045,212 us | 
+20.0% | +15.0% |
   
   </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
   0,10,10,64,20,519.43,200,128000,385,0.235,25489.70,38112.47,38112.47
   1,100,10,64,20,2391.15,2000,1280000,836,0.511,116168.54,147245.55,147245.55
   
2,1000,10,64,20,19854.50,20000,12800000,1007,0.615,987269.61,1202083.79,1202083.79
   ```
   
   </details>
   


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