github-actions[bot] commented on PR #8332:
URL: https://github.com/apache/texera/pull/8332#issuecomment-5502615044

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 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/33576140585)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 24,174/39,336/39,336 us | 🔴 +49.6% / 
🔴 +147.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 893 | 0.545 | 104,388/157,010/157,010 us | 🔴 
+7.1% / 🔴 +41.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,097 | 0.669 | 908,541/977,694/977,694 us | ⚪ 
within ±5% / 🟢 +10.4% |
   
   <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 | 388 tuples/sec | 500 tuples/sec | 750.65 
tuples/sec | -22.4% | -48.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.305 MB/s | 0.458 MB/s | -22.3% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,174 us | 20,360 us | 13,049 us | +18.7% | 
+85.3% |
   | bs=10 sw=10 sl=64 | p95 | 39,336 us | 26,293 us | 15,902 us | +49.6% | 
+147.4% |
   | bs=10 sw=10 sl=64 | p99 | 39,336 us | 26,293 us | 19,184 us | +49.6% | 
+105.0% |
   | bs=100 sw=10 sl=64 | throughput | 893 tuples/sec | 952 tuples/sec | 960.3 
tuples/sec | -6.2% | -7.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.581 MB/s | 0.586 MB/s | -6.2% | 
-7.0% |
   | bs=100 sw=10 sl=64 | p50 | 104,388 us | 101,368 us | 104,199 us | +3.0% | 
+0.2% |
   | bs=100 sw=10 sl=64 | p95 | 157,010 us | 146,658 us | 110,645 us | +7.1% | 
+41.9% |
   | bs=100 sw=10 sl=64 | p99 | 157,010 us | 146,658 us | 120,888 us | +7.1% | 
+29.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,097 tuples/sec | 1,104 tuples/sec | 
993.27 tuples/sec | -0.6% | +10.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.674 MB/s | 0.606 MB/s | -0.7% 
| +10.4% |
   | bs=1000 sw=10 sl=64 | p50 | 908,541 us | 908,977 us | 1,012,191 us | -0.0% 
| -10.2% |
   | bs=1000 sw=10 sl=64 | p95 | 977,694 us | 952,962 us | 1,054,057 us | +2.6% 
| -7.2% |
   | bs=1000 sw=10 sl=64 | p99 | 977,694 us | 952,962 us | 1,081,313 us | +2.6% 
| -9.6% |
   
   </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
   0,10,10,64,20,515.67,200,128000,388,0.237,24173.84,39335.77,39335.77
   1,100,10,64,20,2239.39,2000,1280000,893,0.545,104388.25,157010.03,157010.03
   
2,1000,10,64,20,18238.43,20000,12800000,1097,0.669,908541.28,977694.03,977694.03
   ```
   
   </details>
   


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