github-actions[bot] commented on PR #8306:
URL: https://github.com/apache/texera/pull/8306#issuecomment-5498897453

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 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/33546136015)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 389 | 0.237 | 25,245/34,144/34,144 us | 🟢 -11.8% / 
🔴 +114.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 784 | 0.478 | 119,764/178,796/178,796 us | 🔴 
+43.7% / 🔴 +61.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 932 | 0.569 | 1,069,120/1,190,755/1,190,755 us | 
🔴 +7.6% / 🔴 +13.0% |
   
   <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 | 389 tuples/sec | 395 tuples/sec | 750.65 
tuples/sec | -1.5% | -48.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.241 MB/s | 0.458 MB/s | -1.7% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,245 us | 24,356 us | 13,049 us | +3.6% | 
+93.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,144 us | 38,704 us | 15,902 us | -11.8% | 
+114.7% |
   | bs=10 sw=10 sl=64 | p99 | 34,144 us | 38,704 us | 19,184 us | -11.8% | 
+78.0% |
   | bs=100 sw=10 sl=64 | throughput | 784 tuples/sec | 869 tuples/sec | 960.3 
tuples/sec | -9.8% | -18.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.531 MB/s | 0.586 MB/s | -10.0% 
| -18.4% |
   | bs=100 sw=10 sl=64 | p50 | 119,764 us | 115,417 us | 104,199 us | +3.8% | 
+14.9% |
   | bs=100 sw=10 sl=64 | p95 | 178,796 us | 124,394 us | 110,645 us | +43.7% | 
+61.6% |
   | bs=100 sw=10 sl=64 | p99 | 178,796 us | 124,394 us | 120,888 us | +43.7% | 
+47.9% |
   | bs=1000 sw=10 sl=64 | throughput | 932 tuples/sec | 949 tuples/sec | 
993.27 tuples/sec | -1.8% | -6.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.579 MB/s | 0.606 MB/s | -1.7% 
| -6.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,069,120 us | 1,054,773 us | 1,012,191 us | 
+1.4% | +5.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,190,755 us | 1,106,665 us | 1,054,057 us | 
+7.6% | +13.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,190,755 us | 1,106,665 us | 1,081,313 us | 
+7.6% | +10.1% |
   
   </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
   0,10,10,64,20,514.62,200,128000,389,0.237,25244.66,34144.44,34144.44
   1,100,10,64,20,2552.42,2000,1280000,784,0.478,119764.11,178796.26,178796.26
   
2,1000,10,64,20,21458.05,20000,12800000,932,0.569,1069119.52,1190754.53,1190754.53
   ```
   
   </details>
   


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