github-actions[bot] commented on PR #8531:
URL: https://github.com/apache/texera/pull/8531#issuecomment-5655766521

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `7190a81` 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/34779250737)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 357 | 0.218 | 26,278/37,244/37,244 us | 🔴 +10.9% / 
🔴 +153.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 764 | 0.466 | 127,921/166,379/166,379 us | 🔴 
+6.3% / 🔴 +67.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 903 | 0.551 | 1,099,526/1,247,738/1,247,738 us | 
🔴 +8.1% / 🔴 +31.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7190a81` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 357 tuples/sec | 377 tuples/sec | 838.23 
tuples/sec | -5.3% | -57.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.218 MB/s | 0.23 MB/s | 0.512 MB/s | -5.2% | 
-57.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,278 us | 23,697 us | 11,878 us | +10.9% | 
+121.2% |
   | bs=10 sw=10 sl=64 | p95 | 37,244 us | 38,348 us | 14,690 us | -2.9% | 
+153.5% |
   | bs=10 sw=10 sl=64 | p99 | 37,244 us | 38,348 us | 18,483 us | -2.9% | 
+101.5% |
   | bs=100 sw=10 sl=64 | throughput | 764 tuples/sec | 806 tuples/sec | 1,095 
tuples/sec | -5.2% | -30.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.492 MB/s | 0.668 MB/s | -5.3% | 
-30.3% |
   | bs=100 sw=10 sl=64 | p50 | 127,921 us | 120,354 us | 92,901 us | +6.3% | 
+37.7% |
   | bs=100 sw=10 sl=64 | p95 | 166,379 us | 164,328 us | 99,480 us | +1.2% | 
+67.2% |
   | bs=100 sw=10 sl=64 | p99 | 166,379 us | 164,328 us | 112,580 us | +1.2% | 
+47.8% |
   | bs=1000 sw=10 sl=64 | throughput | 903 tuples/sec | 903 tuples/sec | 1,126 
tuples/sec | 0.0% | -19.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.551 MB/s | 0.687 MB/s | 0.0% | 
-19.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,099,526 us | 1,103,426 us | 912,010 us | 
-0.4% | +20.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,247,738 us | 1,154,010 us | 950,922 us | 
+8.1% | +31.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,247,738 us | 1,154,010 us | 983,333 us | 
+8.1% | +26.9% |
   
   </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
   0,10,10,64,20,559.94,200,128000,357,0.218,26278.41,37244.31,37244.31
   1,100,10,64,20,2619.48,2000,1280000,764,0.466,127920.92,166379.44,166379.44
   
2,1000,10,64,20,22147.45,20000,12800000,903,0.551,1099525.83,1247738.22,1247738.22
   ```
   
   </details>
   


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