github-actions[bot] commented on PR #7344:
URL: https://github.com/apache/texera/pull/7344#issuecomment-5198387039

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `f46b2a7` 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/31054646443)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 462 | 0.282 | 19,705/34,011/34,011 us | 🔴 +23.6% / 
🔴 +113.9% |
   | 🟢 | bs=100 sw=10 sl=64 | 992 | 0.606 | 98,712/117,118/117,118 us | 🟢 
-29.9% / 🔴 +6.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,146 | 0.7 | 869,021/975,171/975,171 us | 🔴 
+6.8% / 🟢 +14.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f46b2a7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 462 tuples/sec | 535 tuples/sec | 762.27 
tuples/sec | -13.6% | -39.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.282 MB/s | 0.326 MB/s | 0.465 MB/s | -13.5% | 
-39.4% |
   | bs=10 sw=10 sl=64 | p50 | 19,705 us | 17,132 us | 12,866 us | +15.0% | 
+53.2% |
   | bs=10 sw=10 sl=64 | p95 | 34,011 us | 27,513 us | 15,903 us | +23.6% | 
+113.9% |
   | bs=10 sw=10 sl=64 | p99 | 34,011 us | 27,513 us | 19,260 us | +23.6% | 
+76.6% |
   | bs=100 sw=10 sl=64 | throughput | 992 tuples/sec | 993 tuples/sec | 966.64 
tuples/sec | -0.1% | +2.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.606 MB/s | 0.606 MB/s | 0.59 MB/s | 0.0% | 
+2.7% |
   | bs=100 sw=10 sl=64 | p50 | 98,712 us | 96,845 us | 103,594 us | +1.9% | 
-4.7% |
   | bs=100 sw=10 sl=64 | p95 | 117,118 us | 167,163 us | 109,677 us | -29.9% | 
+6.8% |
   | bs=100 sw=10 sl=64 | p99 | 117,118 us | 167,163 us | 120,247 us | -29.9% | 
-2.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,146 tuples/sec | 1,140 tuples/sec | 
998.67 tuples/sec | +0.5% | +14.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.7 MB/s | 0.696 MB/s | 0.61 MB/s | +0.6% | 
+14.8% |
   | bs=1000 sw=10 sl=64 | p50 | 869,021 us | 877,536 us | 1,009,199 us | -1.0% 
| -13.9% |
   | bs=1000 sw=10 sl=64 | p95 | 975,171 us | 913,492 us | 1,045,335 us | +6.8% 
| -6.7% |
   | bs=1000 sw=10 sl=64 | p99 | 975,171 us | 913,492 us | 1,076,869 us | +6.8% 
| -9.4% |
   
   </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
   0,10,10,64,20,432.83,200,128000,462,0.282,19704.82,34010.96,34010.96
   1,100,10,64,20,2015.38,2000,1280000,992,0.606,98712.11,117118.37,117118.37
   
2,1000,10,64,20,17450.43,20000,12800000,1146,0.700,869021.18,975170.91,975170.91
   ```
   
   </details>
   


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