github-actions[bot] commented on PR #8341:
URL: https://github.com/apache/texera/pull/8341#issuecomment-5514386739

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `30681cd` 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/33666428740)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 349 | 0.213 | 28,912/42,973/42,973 us | 🔴 +37.8% / 
🔴 +168.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 777 | 0.474 | 125,872/165,357/165,357 us | 🔴 
+27.9% / 🔴 +49.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 873 | 0.533 | 1,146,852/1,237,247/1,237,247 us | 
🔴 +6.2% / 🔴 +17.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `30681cd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 349 tuples/sec | 442 tuples/sec | 750.25 
tuples/sec | -21.0% | -53.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.213 MB/s | 0.27 MB/s | 0.458 MB/s | -21.1% | 
-53.5% |
   | bs=10 sw=10 sl=64 | p50 | 28,912 us | 20,988 us | 13,041 us | +37.8% | 
+121.7% |
   | bs=10 sw=10 sl=64 | p95 | 42,973 us | 34,621 us | 15,996 us | +24.1% | 
+168.6% |
   | bs=10 sw=10 sl=64 | p99 | 42,973 us | 34,621 us | 19,395 us | +24.1% | 
+121.6% |
   | bs=100 sw=10 sl=64 | throughput | 777 tuples/sec | 841 tuples/sec | 961.14 
tuples/sec | -7.6% | -19.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.474 MB/s | 0.513 MB/s | 0.587 MB/s | -7.6% | 
-19.2% |
   | bs=100 sw=10 sl=64 | p50 | 125,872 us | 119,902 us | 103,974 us | +5.0% | 
+21.1% |
   | bs=100 sw=10 sl=64 | p95 | 165,357 us | 129,261 us | 110,662 us | +27.9% | 
+49.4% |
   | bs=100 sw=10 sl=64 | p99 | 165,357 us | 129,261 us | 120,690 us | +27.9% | 
+37.0% |
   | bs=1000 sw=10 sl=64 | throughput | 873 tuples/sec | 915 tuples/sec | 
991.91 tuples/sec | -4.6% | -12.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.533 MB/s | 0.558 MB/s | 0.605 MB/s | -4.5% 
| -12.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,146,852 us | 1,085,712 us | 1,013,755 us | 
+5.6% | +13.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,237,247 us | 1,165,503 us | 1,056,115 us | 
+6.2% | +17.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,237,247 us | 1,165,503 us | 1,082,840 us | 
+6.2% | +14.3% |
   
   </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
   0,10,10,64,20,572.75,200,128000,349,0.213,28911.63,42972.96,42972.96
   1,100,10,64,20,2575.64,2000,1280000,777,0.474,125871.91,165357.19,165357.19
   
2,1000,10,64,20,22898.20,20000,12800000,873,0.533,1146852.24,1237246.80,1237246.80
   ```
   
   </details>
   


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