github-actions[bot] commented on PR #6663:
URL: https://github.com/apache/texera/pull/6663#issuecomment-5029890273

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29798681764)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.235 | 25,495/37,185/37,185 us | 🔴 +5.6% / 
🔴 +137.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 773 | 0.472 | 127,520/149,704/149,704 us | 🔴 
-5.2% / 🔴 +41.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 894 | 0.545 | 1,113,127/1,152,276/1,152,276 us | 
⚪ within ±5% / 🔴 +14.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 403 tuples/sec | 767.23 
tuples/sec | -4.7% | -49.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.246 MB/s | 0.468 MB/s | -4.5% | 
-49.8% |
   | bs=10 sw=10 sl=64 | p50 | 25,495 us | 24,924 us | 12,705 us | +2.3% | 
+100.7% |
   | bs=10 sw=10 sl=64 | p95 | 37,185 us | 35,214 us | 15,633 us | +5.6% | 
+137.9% |
   | bs=10 sw=10 sl=64 | p99 | 37,185 us | 35,214 us | 20,214 us | +5.6% | 
+84.0% |
   | bs=100 sw=10 sl=64 | throughput | 773 tuples/sec | 815 tuples/sec | 1,001 
tuples/sec | -5.2% | -22.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.472 MB/s | 0.497 MB/s | 0.611 MB/s | -5.0% | 
-22.8% |
   | bs=100 sw=10 sl=64 | p50 | 127,520 us | 121,382 us | 99,949 us | +5.1% | 
+27.6% |
   | bs=100 sw=10 sl=64 | p95 | 149,704 us | 142,294 us | 105,996 us | +5.2% | 
+41.2% |
   | bs=100 sw=10 sl=64 | p99 | 149,704 us | 142,294 us | 117,999 us | +5.2% | 
+26.9% |
   | bs=1000 sw=10 sl=64 | throughput | 894 tuples/sec | 914 tuples/sec | 1,033 
tuples/sec | -2.2% | -13.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.558 MB/s | 0.631 MB/s | -2.3% 
| -13.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,113,127 us | 1,091,229 us | 974,571 us | 
+2.0% | +14.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,152,276 us | 1,128,785 us | 1,016,467 us | 
+2.1% | +13.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,152,276 us | 1,128,785 us | 1,048,798 us | 
+2.1% | +9.9% |
   
   </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
   0,10,10,64,20,520.22,200,128000,384,0.235,25495.01,37185.34,37185.34
   1,100,10,64,20,2588.59,2000,1280000,773,0.472,127520.49,149704.40,149704.40
   
2,1000,10,64,20,22377.84,20000,12800000,894,0.545,1113127.40,1152275.95,1152275.95
   ```
   
   </details>
   


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