github-actions[bot] commented on PR #8309:
URL: https://github.com/apache/texera/pull/8309#issuecomment-5498991969

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `8aea604` 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/33546887370)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 343 | 0.209 | 27,794/35,734/35,734 us | 🔴 +12.8% / 
🔴 +124.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 763 | 0.466 | 125,791/169,807/169,807 us | 🔴 
+7.3% / 🔴 +53.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 901 | 0.55 | 1,107,239/1,192,806/1,192,806 us | 
⚪ within ±5% / 🔴 +13.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8aea604` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 343 tuples/sec | 388 tuples/sec | 750.65 
tuples/sec | -11.6% | -54.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.209 MB/s | 0.237 MB/s | 0.458 MB/s | -11.8% | 
-54.4% |
   | bs=10 sw=10 sl=64 | p50 | 27,794 us | 24,650 us | 13,049 us | +12.8% | 
+113.0% |
   | bs=10 sw=10 sl=64 | p95 | 35,734 us | 36,363 us | 15,902 us | -1.7% | 
+124.7% |
   | bs=10 sw=10 sl=64 | p99 | 35,734 us | 36,363 us | 19,184 us | -1.7% | 
+86.3% |
   | bs=100 sw=10 sl=64 | throughput | 763 tuples/sec | 793 tuples/sec | 960.3 
tuples/sec | -3.8% | -20.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.484 MB/s | 0.586 MB/s | -3.7% | 
-20.5% |
   | bs=100 sw=10 sl=64 | p50 | 125,791 us | 123,267 us | 104,199 us | +2.0% | 
+20.7% |
   | bs=100 sw=10 sl=64 | p95 | 169,807 us | 158,215 us | 110,645 us | +7.3% | 
+53.5% |
   | bs=100 sw=10 sl=64 | p99 | 169,807 us | 158,215 us | 120,888 us | +7.3% | 
+40.5% |
   | bs=1000 sw=10 sl=64 | throughput | 901 tuples/sec | 910 tuples/sec | 
993.27 tuples/sec | -1.0% | -9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.555 MB/s | 0.606 MB/s | -0.9% | 
-9.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,239 us | 1,092,051 us | 1,012,191 us | 
+1.4% | +9.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,192,806 us | 1,236,222 us | 1,054,057 us | 
-3.5% | +13.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,192,806 us | 1,236,222 us | 1,081,313 us | 
-3.5% | +10.3% |
   
   </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
   0,10,10,64,20,583.78,200,128000,343,0.209,27793.97,35733.74,35733.74
   1,100,10,64,20,2621.00,2000,1280000,763,0.466,125791.29,169807.30,169807.30
   
2,1000,10,64,20,22203.73,20000,12800000,901,0.550,1107239.19,1192805.88,1192805.88
   ```
   
   </details>
   


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