github-actions[bot] commented on PR #8080:
URL: https://github.com/apache/texera/pull/8080#issuecomment-5458366057

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `b3ff4b7` 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/33214976007)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 472 | 0.288 | 19,168/52,648/52,648 us | 🔴 +88.4% / 
🔴 +270.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,009 | 0.616 | 93,678/144,173/144,173 us | ⚪ 
within ±5% / 🔴 +51.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,201 | 0.733 | 827,793/906,152/906,152 us | 🔴 
+5.3% / 🟢 -5.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b3ff4b7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 472 tuples/sec | 535 tuples/sec | 894.27 
tuples/sec | -11.8% | -47.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.288 MB/s | 0.326 MB/s | 0.546 MB/s | -11.7% | 
-47.2% |
   | bs=10 sw=10 sl=64 | p50 | 19,168 us | 17,127 us | 11,164 us | +11.9% | 
+71.7% |
   | bs=10 sw=10 sl=64 | p95 | 52,648 us | 27,947 us | 14,219 us | +88.4% | 
+270.3% |
   | bs=10 sw=10 sl=64 | p99 | 52,648 us | 27,947 us | 16,863 us | +88.4% | 
+212.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,009 tuples/sec | 1,031 tuples/sec | 
1,158 tuples/sec | -2.1% | -12.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.616 MB/s | 0.629 MB/s | 0.707 MB/s | -2.1% | 
-12.8% |
   | bs=100 sw=10 sl=64 | p50 | 93,678 us | 91,900 us | 88,711 us | +1.9% | 
+5.6% |
   | bs=100 sw=10 sl=64 | p95 | 144,173 us | 137,534 us | 95,062 us | +4.8% | 
+51.7% |
   | bs=100 sw=10 sl=64 | p99 | 144,173 us | 137,534 us | 102,275 us | +4.8% | 
+41.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,201 tuples/sec | 1,232 tuples/sec | 
1,188 tuples/sec | -2.5% | +1.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.733 MB/s | 0.752 MB/s | 0.725 MB/s | -2.5% 
| +1.1% |
   | bs=1000 sw=10 sl=64 | p50 | 827,793 us | 810,246 us | 874,204 us | +2.2% | 
-5.3% |
   | bs=1000 sw=10 sl=64 | p95 | 906,152 us | 860,657 us | 916,845 us | +5.3% | 
-1.2% |
   | bs=1000 sw=10 sl=64 | p99 | 906,152 us | 860,657 us | 947,186 us | +5.3% | 
-4.3% |
   
   </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
   0,10,10,64,20,423.60,200,128000,472,0.288,19167.99,52648.37,52648.37
   1,100,10,64,20,1981.58,2000,1280000,1009,0.616,93677.84,144173.47,144173.47
   
2,1000,10,64,20,16656.41,20000,12800000,1201,0.733,827792.71,906151.80,906151.80
   ```
   
   </details>
   


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