github-actions[bot] commented on PR #7556:
URL: https://github.com/apache/texera/pull/7556#issuecomment-5251270015

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `686aedb` 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/31474024652)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 392 | 0.239 | 25,147/31,559/31,559 us | 🟢 -17.8% / 
🔴 +90.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 782 | 0.477 | 124,660/171,158/171,158 us | 🔴 
+11.8% / 🔴 +51.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 918 | 0.56 | 1,084,391/1,145,667/1,145,667 us | 
⚪ within ±5% / 🔴 +5.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `686aedb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 392 tuples/sec | 406 tuples/sec | 740.3 
tuples/sec | -3.4% | -47.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.248 MB/s | 0.452 MB/s | -3.6% | 
-47.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,147 us | 24,597 us | 13,173 us | +2.2% | 
+90.9% |
   | bs=10 sw=10 sl=64 | p95 | 31,559 us | 38,416 us | 16,615 us | -17.8% | 
+89.9% |
   | bs=10 sw=10 sl=64 | p99 | 31,559 us | 38,416 us | 19,272 us | -17.8% | 
+63.8% |
   | bs=100 sw=10 sl=64 | throughput | 782 tuples/sec | 815 tuples/sec | 939.86 
tuples/sec | -4.0% | -16.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.497 MB/s | 0.574 MB/s | -4.0% | 
-16.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,660 us | 119,937 us | 106,062 us | +3.9% | 
+17.5% |
   | bs=100 sw=10 sl=64 | p95 | 171,158 us | 153,054 us | 113,212 us | +11.8% | 
+51.2% |
   | bs=100 sw=10 sl=64 | p99 | 171,158 us | 153,054 us | 123,853 us | +11.8% | 
+38.2% |
   | bs=1000 sw=10 sl=64 | throughput | 918 tuples/sec | 906 tuples/sec | 
966.11 tuples/sec | +1.3% | -5.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.56 MB/s | 0.553 MB/s | 0.59 MB/s | +1.3% | 
-5.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,084,391 us | 1,101,101 us | 1,038,733 us | 
-1.5% | +4.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,145,667 us | 1,204,079 us | 1,085,289 us | 
-4.9% | +5.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,145,667 us | 1,204,079 us | 1,115,555 us | 
-4.9% | +2.7% |
   
   </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
   0,10,10,64,20,510.12,200,128000,392,0.239,25147.07,31559.43,31559.43
   1,100,10,64,20,2557.13,2000,1280000,782,0.477,124660.49,171158.01,171158.01
   
2,1000,10,64,20,21783.70,20000,12800000,918,0.560,1084390.82,1145667.09,1145667.09
   ```
   
   </details>
   


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