github-actions[bot] commented on PR #8405:
URL: https://github.com/apache/texera/pull/8405#issuecomment-5540222285

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `1cbe857` 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/33870897815)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 512 | 0.313 | 18,452/27,763/27,763 us | 🔴 -7.9% / 
🔴 +73.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,154 | 0.705 | 84,856/123,368/123,368 us | 🟢 
-7.7% / 🟢 +18.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,393 | 0.85 | 719,287/776,090/776,090 us | ⚪ 
within ±5% / 🟢 +38.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1cbe857` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 512 tuples/sec | 556 tuples/sec | 755.36 
tuples/sec | -7.9% | -32.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.313 MB/s | 0.339 MB/s | 0.461 MB/s | -7.7% | 
-32.1% |
   | bs=10 sw=10 sl=64 | p50 | 18,452 us | 17,696 us | 12,938 us | +4.3% | 
+42.6% |
   | bs=10 sw=10 sl=64 | p95 | 27,763 us | 28,556 us | 15,980 us | -2.8% | 
+73.7% |
   | bs=10 sw=10 sl=64 | p99 | 27,763 us | 28,556 us | 19,233 us | -2.8% | 
+44.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,154 tuples/sec | 1,135 tuples/sec | 
976.3 tuples/sec | +1.7% | +18.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.705 MB/s | 0.693 MB/s | 0.596 MB/s | +1.7% | 
+18.3% |
   | bs=100 sw=10 sl=64 | p50 | 84,856 us | 86,599 us | 102,340 us | -2.0% | 
-17.1% |
   | bs=100 sw=10 sl=64 | p95 | 123,368 us | 133,674 us | 109,262 us | -7.7% | 
+12.9% |
   | bs=100 sw=10 sl=64 | p99 | 123,368 us | 133,674 us | 118,827 us | -7.7% | 
+3.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,393 tuples/sec | 1,395 tuples/sec | 
1,006 tuples/sec | -0.1% | +38.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.85 MB/s | 0.851 MB/s | 0.614 MB/s | -0.1% | 
+38.4% |
   | bs=1000 sw=10 sl=64 | p50 | 719,287 us | 715,813 us | 999,855 us | +0.5% | 
-28.1% |
   | bs=1000 sw=10 sl=64 | p95 | 776,090 us | 792,355 us | 1,042,833 us | -2.1% 
| -25.6% |
   | bs=1000 sw=10 sl=64 | p99 | 776,090 us | 792,355 us | 1,070,722 us | -2.1% 
| -27.5% |
   
   </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
   0,10,10,64,20,390.36,200,128000,512,0.313,18451.57,27762.89,27762.89
   1,100,10,64,20,1732.65,2000,1280000,1154,0.705,84856.35,123367.61,123367.61
   
2,1000,10,64,20,14354.38,20000,12800000,1393,0.850,719287.09,776089.87,776089.87
   ```
   
   </details>
   


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