github-actions[bot] commented on PR #6545:
URL: https://github.com/apache/texera/pull/6545#issuecomment-5014193286

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `193b7d4` 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/29672758790)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 466 | 0.284 | 21,860/30,198/30,198 us | 🔴 +26.0% / 
🔴 +93.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,183 | 0.722 | 83,201/106,457/106,457 us | ⚪ 
within ±5% / 🟢 +18.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,372 | 0.838 | 725,490/830,360/830,360 us | 🔴 
+10.3% / 🟢 +33.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `193b7d4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 466 tuples/sec | 559 tuples/sec | 768.42 
tuples/sec | -16.6% | -39.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.284 MB/s | 0.341 MB/s | 0.469 MB/s | -16.7% | 
-39.4% |
   | bs=10 sw=10 sl=64 | p50 | 21,860 us | 17,348 us | 12,686 us | +26.0% | 
+72.3% |
   | bs=10 sw=10 sl=64 | p95 | 30,198 us | 25,538 us | 15,574 us | +18.2% | 
+93.9% |
   | bs=10 sw=10 sl=64 | p99 | 30,198 us | 25,538 us | 20,076 us | +18.2% | 
+50.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,183 tuples/sec | 1,177 tuples/sec | 
1,001 tuples/sec | +0.5% | +18.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.722 MB/s | 0.718 MB/s | 0.611 MB/s | +0.6% | 
+18.2% |
   | bs=100 sw=10 sl=64 | p50 | 83,201 us | 82,573 us | 99,753 us | +0.8% | 
-16.6% |
   | bs=100 sw=10 sl=64 | p95 | 106,457 us | 109,576 us | 106,344 us | -2.8% | 
+0.1% |
   | bs=100 sw=10 sl=64 | p99 | 106,457 us | 109,576 us | 119,585 us | -2.8% | 
-11.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,372 tuples/sec | 1,411 tuples/sec | 
1,029 tuples/sec | -2.8% | +33.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.838 MB/s | 0.861 MB/s | 0.628 MB/s | -2.7% 
| +33.4% |
   | bs=1000 sw=10 sl=64 | p50 | 725,490 us | 710,872 us | 979,178 us | +2.1% | 
-25.9% |
   | bs=1000 sw=10 sl=64 | p95 | 830,360 us | 752,907 us | 1,021,692 us | 
+10.3% | -18.7% |
   | bs=1000 sw=10 sl=64 | p99 | 830,360 us | 752,907 us | 1,055,014 us | 
+10.3% | -21.3% |
   
   </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
   0,10,10,64,20,429.37,200,128000,466,0.284,21860.27,30197.99,30197.99
   1,100,10,64,20,1690.51,2000,1280000,1183,0.722,83201.37,106456.66,106456.66
   
2,1000,10,64,20,14573.82,20000,12800000,1372,0.838,725490.26,830359.55,830359.55
   ```
   
   </details>
   


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