github-actions[bot] commented on PR #8597:
URL: https://github.com/apache/texera/pull/8597#issuecomment-5735478893

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `5264df2` 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/35388586310)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 744 | 0.454 | 13,211/18,237/18,237 us | 🔴 +16.4% / 
🔴 +18.0% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,662 | 1.015 | 58,180/79,286/79,286 us | ⚪ 
within ±5% / 🟢 +62.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,982 | 1.21 | 501,694/571,795/571,795 us | ⚪ 
within ±5% / 🟢 +87.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5264df2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 744 tuples/sec | 790 tuples/sec | 796.29 
tuples/sec | -5.8% | -6.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.454 MB/s | 0.482 MB/s | 0.486 MB/s | -5.8% | 
-6.6% |
   | bs=10 sw=10 sl=64 | p50 | 13,211 us | 11,349 us | 12,549 us | +16.4% | 
+5.3% |
   | bs=10 sw=10 sl=64 | p95 | 18,237 us | 18,753 us | 15,458 us | -2.8% | 
+18.0% |
   | bs=10 sw=10 sl=64 | p99 | 18,237 us | 18,753 us | 19,275 us | -2.8% | 
-5.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,662 tuples/sec | 1,675 tuples/sec | 
1,027 tuples/sec | -0.8% | +61.9% |
   | bs=100 sw=10 sl=64 | MB/s | 1.015 MB/s | 1.022 MB/s | 0.627 MB/s | -0.7% | 
+62.0% |
   | bs=100 sw=10 sl=64 | p50 | 58,180 us | 57,379 us | 100,085 us | +1.4% | 
-41.9% |
   | bs=100 sw=10 sl=64 | p95 | 79,286 us | 82,646 us | 105,895 us | -4.1% | 
-25.1% |
   | bs=100 sw=10 sl=64 | p99 | 79,286 us | 82,646 us | 116,076 us | -4.1% | 
-31.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,982 tuples/sec | 2,003 tuples/sec | 
1,055 tuples/sec | -1.0% | +87.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.21 MB/s | 1.223 MB/s | 0.644 MB/s | -1.1% | 
+87.8% |
   | bs=1000 sw=10 sl=64 | p50 | 501,694 us | 497,346 us | 979,292 us | +0.9% | 
-48.8% |
   | bs=1000 sw=10 sl=64 | p95 | 571,795 us | 549,955 us | 1,018,835 us | +4.0% 
| -43.9% |
   | bs=1000 sw=10 sl=64 | p99 | 571,795 us | 549,955 us | 1,039,692 us | +4.0% 
| -45.0% |
   
   </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
   0,10,10,64,20,268.64,200,128000,744,0.454,13210.97,18236.89,18236.89
   1,100,10,64,20,1203.06,2000,1280000,1662,1.015,58180.37,79285.93,79285.93
   
2,1000,10,64,20,10091.28,20000,12800000,1982,1.210,501694.08,571794.86,571794.86
   ```
   
   </details>
   


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