github-actions[bot] commented on PR #7254:
URL: https://github.com/apache/texera/pull/7254#issuecomment-5158427844

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `436b37e` 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/30751273319)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 409 | 0.25 | 24,025/29,341/29,341 us | 🟢 -12.7% / 
🔴 +94.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 808 | 0.493 | 122,977/146,861/146,861 us | 🟢 
-19.1% / 🔴 +38.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.563 | 1,089,299/1,119,128/1,119,128 us | 
⚪ within ±5% / 🔴 +11.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `436b37e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 409 tuples/sec | 418 tuples/sec | 790.88 
tuples/sec | -2.2% | -48.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.25 MB/s | 0.255 MB/s | 0.483 MB/s | -2.0% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,025 us | 22,139 us | 12,348 us | +8.5% | 
+94.6% |
   | bs=10 sw=10 sl=64 | p95 | 29,341 us | 33,614 us | 15,390 us | -12.7% | 
+90.6% |
   | bs=10 sw=10 sl=64 | p99 | 29,341 us | 33,614 us | 18,935 us | -12.7% | 
+55.0% |
   | bs=100 sw=10 sl=64 | throughput | 808 tuples/sec | 781 tuples/sec | 1,009 
tuples/sec | +3.5% | -19.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.493 MB/s | 0.477 MB/s | 0.616 MB/s | +3.4% | 
-19.9% |
   | bs=100 sw=10 sl=64 | p50 | 122,977 us | 121,443 us | 99,753 us | +1.3% | 
+23.3% |
   | bs=100 sw=10 sl=64 | p95 | 146,861 us | 181,422 us | 105,895 us | -19.1% | 
+38.7% |
   | bs=100 sw=10 sl=64 | p99 | 146,861 us | 181,422 us | 113,263 us | -19.1% | 
+29.7% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 934 tuples/sec | 1,037 
tuples/sec | -1.2% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.57 MB/s | 0.633 MB/s | -1.2% | 
-11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,089,299 us | 1,070,149 us | 976,194 us | 
+1.8% | +11.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,119,128 us | 1,093,705 us | 1,016,411 us | 
+2.3% | +10.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,119,128 us | 1,093,705 us | 1,045,212 us | 
+2.3% | +7.1% |
   
   </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
   0,10,10,64,20,488.62,200,128000,409,0.250,24025.39,29340.58,29340.58
   1,100,10,64,20,2476.21,2000,1280000,808,0.493,122976.56,146860.51,146860.51
   
2,1000,10,64,20,21666.64,20000,12800000,923,0.563,1089298.75,1119128.10,1119128.10
   ```
   
   </details>
   


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