github-actions[bot] commented on PR #8327:
URL: https://github.com/apache/texera/pull/8327#issuecomment-5502129532

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `fc7cfcd` 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/33571875669)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 405 | 0.247 | 24,916/37,766/37,766 us | 🔴 +49.6% / 
🔴 +137.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 893 | 0.545 | 110,168/146,384/146,384 us | 🔴 
+5.6% / 🔴 +32.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,086 | 0.663 | 921,375/1,027,692/1,027,692 us | 
⚪ within ±5% / 🟢 +9.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fc7cfcd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 405 tuples/sec | 496 tuples/sec | 750.65 
tuples/sec | -18.3% | -46.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.247 MB/s | 0.303 MB/s | 0.458 MB/s | -18.5% | 
-46.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,916 us | 19,243 us | 13,049 us | +29.5% | 
+90.9% |
   | bs=10 sw=10 sl=64 | p95 | 37,766 us | 25,237 us | 15,902 us | +49.6% | 
+137.5% |
   | bs=10 sw=10 sl=64 | p99 | 37,766 us | 25,237 us | 19,184 us | +49.6% | 
+96.9% |
   | bs=100 sw=10 sl=64 | throughput | 893 tuples/sec | 928 tuples/sec | 960.3 
tuples/sec | -3.8% | -7.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.567 MB/s | 0.586 MB/s | -3.9% | 
-7.0% |
   | bs=100 sw=10 sl=64 | p50 | 110,168 us | 104,323 us | 104,199 us | +5.6% | 
+5.7% |
   | bs=100 sw=10 sl=64 | p95 | 146,384 us | 143,927 us | 110,645 us | +1.7% | 
+32.3% |
   | bs=100 sw=10 sl=64 | p99 | 146,384 us | 143,927 us | 120,888 us | +1.7% | 
+21.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,086 tuples/sec | 1,076 tuples/sec | 
993.27 tuples/sec | +0.9% | +9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.663 MB/s | 0.657 MB/s | 0.606 MB/s | +0.9% 
| +9.4% |
   | bs=1000 sw=10 sl=64 | p50 | 921,375 us | 928,209 us | 1,012,191 us | -0.7% 
| -9.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,027,692 us | 995,288 us | 1,054,057 us | 
+3.3% | -2.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,027,692 us | 995,288 us | 1,081,313 us | 
+3.3% | -5.0% |
   
   </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
   0,10,10,64,20,494.13,200,128000,405,0.247,24916.49,37766.39,37766.39
   1,100,10,64,20,2239.56,2000,1280000,893,0.545,110168.00,146384.23,146384.23
   
2,1000,10,64,20,18417.39,20000,12800000,1086,0.663,921374.99,1027692.15,1027692.15
   ```
   
   </details>
   


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