github-actions[bot] commented on PR #8776:
URL: https://github.com/apache/texera/pull/8776#issuecomment-5907103172

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `98d3d4b` 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/36688039851)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 380 | 0.232 | 25,753/33,913/33,913 us | ⚪ within 
±5% / 🔴 +114.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 791 | 0.483 | 124,941/147,101/147,101 us | 🟢 
-7.0% / 🔴 +38.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 897 | 0.547 | 1,114,320/1,211,607/1,211,607 us | 
🔴 +8.3% / 🔴 +19.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98d3d4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 384 tuples/sec | 818.88 
tuples/sec | -1.0% | -53.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.234 MB/s | 0.5 MB/s | -0.9% | 
-53.6% |
   | bs=10 sw=10 sl=64 | p50 | 25,753 us | 25,916 us | 12,388 us | -0.6% | 
+107.9% |
   | bs=10 sw=10 sl=64 | p95 | 33,913 us | 35,145 us | 15,825 us | -3.5% | 
+114.3% |
   | bs=10 sw=10 sl=64 | p99 | 33,913 us | 35,145 us | 18,692 us | -3.5% | 
+81.4% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 793 tuples/sec | 1,058 
tuples/sec | -0.3% | -25.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.484 MB/s | 0.646 MB/s | -0.2% | 
-25.2% |
   | bs=100 sw=10 sl=64 | p50 | 124,941 us | 123,719 us | 99,191 us | +1.0% | 
+26.0% |
   | bs=100 sw=10 sl=64 | p95 | 147,101 us | 158,175 us | 106,139 us | -7.0% | 
+38.6% |
   | bs=100 sw=10 sl=64 | p99 | 147,101 us | 158,175 us | 116,669 us | -7.0% | 
+26.1% |
   | bs=1000 sw=10 sl=64 | throughput | 897 tuples/sec | 918 tuples/sec | 1,087 
tuples/sec | -2.3% | -17.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.547 MB/s | 0.56 MB/s | 0.664 MB/s | -2.3% | 
-17.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,114,320 us | 1,092,481 us | 971,064 us | 
+2.0% | +14.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,211,607 us | 1,119,175 us | 1,013,362 us | 
+8.3% | +19.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,211,607 us | 1,119,175 us | 1,040,298 us | 
+8.3% | +16.5% |
   
   </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
   0,10,10,64,20,526.57,200,128000,380,0.232,25753.46,33912.62,33912.62
   1,100,10,64,20,2529.82,2000,1280000,791,0.483,124940.55,147100.78,147100.78
   
2,1000,10,64,20,22297.76,20000,12800000,897,0.547,1114320.09,1211607.23,1211607.23
   ```
   
   </details>
   


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