github-actions[bot] commented on PR #9015:
URL: https://github.com/apache/texera/pull/9015#issuecomment-6226008600

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `57faa6b` 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/38976189382)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 371 | 0.226 | 26,848/32,731/32,731 us | 🟢 -15.5% / 
🔴 +141.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 776 | 0.474 | 125,355/161,624/161,624 us | 🔴 
+16.0% / 🔴 +66.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 888 | 0.542 | 1,122,340/1,186,066/1,186,066 us | 
⚪ within ±5% / 🔴 +32.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `57faa6b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 371 tuples/sec | 385 tuples/sec | 929.17 
tuples/sec | -3.6% | -60.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.235 MB/s | 0.567 MB/s | -3.8% | 
-60.1% |
   | bs=10 sw=10 sl=64 | p50 | 26,848 us | 25,927 us | 11,110 us | +3.6% | 
+141.7% |
   | bs=10 sw=10 sl=64 | p95 | 32,731 us | 38,754 us | 14,603 us | -15.5% | 
+124.1% |
   | bs=10 sw=10 sl=64 | p99 | 32,731 us | 38,754 us | 17,357 us | -15.5% | 
+88.6% |
   | bs=100 sw=10 sl=64 | throughput | 776 tuples/sec | 808 tuples/sec | 1,191 
tuples/sec | -4.0% | -34.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.474 MB/s | 0.493 MB/s | 0.727 MB/s | -3.9% | 
-34.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,355 us | 121,332 us | 88,770 us | +3.3% | 
+41.2% |
   | bs=100 sw=10 sl=64 | p95 | 161,624 us | 139,326 us | 97,256 us | +16.0% | 
+66.2% |
   | bs=100 sw=10 sl=64 | p99 | 161,624 us | 139,326 us | 115,734 us | +16.0% | 
+39.7% |
   | bs=1000 sw=10 sl=64 | throughput | 888 tuples/sec | 890 tuples/sec | 1,259 
tuples/sec | -0.2% | -29.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.542 MB/s | 0.543 MB/s | 0.769 MB/s | -0.2% 
| -29.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,122,340 us | 1,126,068 us | 857,339 us | 
-0.3% | +30.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,186,066 us | 1,195,447 us | 893,239 us | 
-0.8% | +32.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,186,066 us | 1,195,447 us | 923,509 us | 
-0.8% | +28.4% |
   
   </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
   0,10,10,64,20,539.21,200,128000,371,0.226,26848.36,32731.23,32731.23
   1,100,10,64,20,2575.95,2000,1280000,776,0.474,125354.89,161624.04,161624.04
   
2,1000,10,64,20,22511.75,20000,12800000,888,0.542,1122340.15,1186065.93,1186065.93
   ```
   
   </details>
   


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