github-actions[bot] commented on PR #8071:
URL: https://github.com/apache/texera/pull/8071#issuecomment-5456709108

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `bdc6d2a` 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/33196725879)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 25,669/34,179/34,179 us | 🟢 -10.6% / 
🔴 +140.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 779 | 0.476 | 123,606/173,151/173,151 us | 🔴 
+6.1% / 🔴 +82.1% |
   | 🟢 | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,085,018/1,123,782/1,123,782 us | 
🟢 -8.5% / 🔴 +24.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bdc6d2a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 383 tuples/sec | 894.27 
tuples/sec | -0.8% | -57.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.233 MB/s | 0.546 MB/s | -0.4% | 
-57.5% |
   | bs=10 sw=10 sl=64 | p50 | 25,669 us | 23,397 us | 11,164 us | +9.7% | 
+129.9% |
   | bs=10 sw=10 sl=64 | p95 | 34,179 us | 38,225 us | 14,219 us | -10.6% | 
+140.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,179 us | 38,225 us | 16,863 us | -10.6% | 
+102.7% |
   | bs=100 sw=10 sl=64 | throughput | 779 tuples/sec | 803 tuples/sec | 1,158 
tuples/sec | -3.0% | -32.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.476 MB/s | 0.49 MB/s | 0.707 MB/s | -2.9% | 
-32.7% |
   | bs=100 sw=10 sl=64 | p50 | 123,606 us | 118,941 us | 88,711 us | +3.9% | 
+39.3% |
   | bs=100 sw=10 sl=64 | p95 | 173,151 us | 163,224 us | 95,062 us | +6.1% | 
+82.1% |
   | bs=100 sw=10 sl=64 | p99 | 173,151 us | 163,224 us | 102,275 us | +6.1% | 
+69.3% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 921 tuples/sec | 1,188 
tuples/sec | -0.1% | -22.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.562 MB/s | 0.725 MB/s | -0.2% 
| -22.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,018 us | 1,080,389 us | 874,204 us | 
+0.4% | +24.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,123,782 us | 1,227,624 us | 916,845 us | 
-8.5% | +22.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,123,782 us | 1,227,624 us | 947,186 us | 
-8.5% | +18.6% |
   
   </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
   0,10,10,64,20,526.63,200,128000,380,0.232,25669.36,34179.41,34179.41
   1,100,10,64,20,2566.28,2000,1280000,779,0.476,123606.30,173150.81,173150.81
   
2,1000,10,64,20,21750.91,20000,12800000,920,0.561,1085018.15,1123781.72,1123781.72
   ```
   
   </details>
   


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