github-actions[bot] commented on PR #6988:
URL: https://github.com/apache/texera/pull/6988#issuecomment-5111935013

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `469e8f0` 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/30415461462)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 373 | 0.228 | 27,062/32,607/32,607 us | 🟢 -9.6% / 
🔴 +120.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 737 | 0.45 | 134,163/166,330/166,330 us | 🟢 
-11.2% / 🔴 +55.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 835 | 0.51 | 1,194,228/1,312,017/1,312,017 us | 
🔴 +7.6% / 🔴 +27.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `469e8f0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 381 tuples/sec | 787.55 
tuples/sec | -2.1% | -52.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.233 MB/s | 0.481 MB/s | -2.1% | 
-52.6% |
   | bs=10 sw=10 sl=64 | p50 | 27,062 us | 26,307 us | 12,255 us | +2.9% | 
+120.8% |
   | bs=10 sw=10 sl=64 | p95 | 32,607 us | 36,084 us | 15,802 us | -9.6% | 
+106.3% |
   | bs=10 sw=10 sl=64 | p99 | 32,607 us | 36,084 us | 19,008 us | -9.6% | 
+71.5% |
   | bs=100 sw=10 sl=64 | throughput | 737 tuples/sec | 766 tuples/sec | 997.81 
tuples/sec | -3.8% | -26.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.45 MB/s | 0.467 MB/s | 0.609 MB/s | -3.6% | 
-26.1% |
   | bs=100 sw=10 sl=64 | p50 | 134,163 us | 127,233 us | 100,690 us | +5.4% | 
+33.2% |
   | bs=100 sw=10 sl=64 | p95 | 166,330 us | 187,361 us | 107,316 us | -11.2% | 
+55.0% |
   | bs=100 sw=10 sl=64 | p99 | 166,330 us | 187,361 us | 113,823 us | -11.2% | 
+46.1% |
   | bs=1000 sw=10 sl=64 | throughput | 835 tuples/sec | 849 tuples/sec | 1,030 
tuples/sec | -1.6% | -19.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.51 MB/s | 0.518 MB/s | 0.629 MB/s | -1.5% | 
-18.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,194,228 us | 1,172,941 us | 981,213 us | 
+1.8% | +21.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,312,017 us | 1,219,607 us | 1,027,605 us | 
+7.6% | +27.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,312,017 us | 1,219,607 us | 1,055,466 us | 
+7.6% | +24.3% |
   
   </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
   0,10,10,64,20,536.14,200,128000,373,0.228,27061.92,32606.78,32606.78
   1,100,10,64,20,2711.87,2000,1280000,737,0.450,134163.48,166330.36,166330.36
   
2,1000,10,64,20,23944.76,20000,12800000,835,0.510,1194228.21,1312016.54,1312016.54
   ```
   
   </details>
   


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