github-actions[bot] commented on PR #6657:
URL: https://github.com/apache/texera/pull/6657#issuecomment-5027538612

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `f14cd39` 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/29780592640)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 429 | 0.262 | 22,376/29,931/29,931 us | 🔴 +13.2% / 
🔴 +91.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 944 | 0.576 | 105,643/124,026/124,026 us | 🔴 
+13.7% / 🔴 +17.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,105 | 0.675 | 904,619/932,271/932,271 us | ⚪ 
within ±5% / 🟢 -11.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f14cd39` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 429 tuples/sec | 487 tuples/sec | 767.23 
tuples/sec | -11.9% | -44.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.262 MB/s | 0.297 MB/s | 0.468 MB/s | -11.8% | 
-44.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,376 us | 19,768 us | 12,705 us | +13.2% | 
+76.1% |
   | bs=10 sw=10 sl=64 | p95 | 29,931 us | 31,730 us | 15,633 us | -5.7% | 
+91.5% |
   | bs=10 sw=10 sl=64 | p99 | 29,931 us | 31,730 us | 20,214 us | -5.7% | 
+48.1% |
   | bs=100 sw=10 sl=64 | throughput | 944 tuples/sec | 1,003 tuples/sec | 
1,001 tuples/sec | -5.9% | -5.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.576 MB/s | 0.612 MB/s | 0.611 MB/s | -5.9% | 
-5.7% |
   | bs=100 sw=10 sl=64 | p50 | 105,643 us | 99,355 us | 99,949 us | +6.3% | 
+5.7% |
   | bs=100 sw=10 sl=64 | p95 | 124,026 us | 109,078 us | 105,996 us | +13.7% | 
+17.0% |
   | bs=100 sw=10 sl=64 | p99 | 124,026 us | 109,078 us | 117,999 us | +13.7% | 
+5.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,105 tuples/sec | 1,114 tuples/sec | 
1,033 tuples/sec | -0.8% | +6.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.675 MB/s | 0.68 MB/s | 0.631 MB/s | -0.7% | 
+7.0% |
   | bs=1000 sw=10 sl=64 | p50 | 904,619 us | 895,938 us | 974,571 us | +1.0% | 
-7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 932,271 us | 936,675 us | 1,016,467 us | -0.5% 
| -8.3% |
   | bs=1000 sw=10 sl=64 | p99 | 932,271 us | 936,675 us | 1,048,798 us | -0.5% 
| -11.1% |
   
   </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
   0,10,10,64,20,465.98,200,128000,429,0.262,22376.00,29931.28,29931.28
   1,100,10,64,20,2118.38,2000,1280000,944,0.576,105643.23,124025.89,124025.89
   
2,1000,10,64,20,18097.81,20000,12800000,1105,0.675,904619.03,932270.79,932270.79
   ```
   
   </details>
   


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