github-actions[bot] commented on PR #7343:
URL: https://github.com/apache/texera/pull/7343#issuecomment-5198205775

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `f46b2a7` 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/31053294729)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 567 | 0.346 | 17,006/21,645/21,645 us | 🟢 -30.1% / 
🔴 +36.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,170 | 0.714 | 83,508/108,747/108,747 us | 🟢 
-11.2% / 🟢 +21.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,383 | 0.844 | 719,157/835,583/835,583 us | 🔴 
+5.8% / 🟢 +38.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f46b2a7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 567 tuples/sec | 571 tuples/sec | 762.27 
tuples/sec | -0.7% | -25.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.346 MB/s | 0.348 MB/s | 0.465 MB/s | -0.6% | 
-25.6% |
   | bs=10 sw=10 sl=64 | p50 | 17,006 us | 16,860 us | 12,866 us | +0.9% | 
+32.2% |
   | bs=10 sw=10 sl=64 | p95 | 21,645 us | 30,968 us | 15,903 us | -30.1% | 
+36.1% |
   | bs=10 sw=10 sl=64 | p99 | 21,645 us | 30,968 us | 19,260 us | -30.1% | 
+12.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,170 tuples/sec | 1,200 tuples/sec | 
966.64 tuples/sec | -2.5% | +21.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.714 MB/s | 0.732 MB/s | 0.59 MB/s | -2.5% | 
+21.0% |
   | bs=100 sw=10 sl=64 | p50 | 83,508 us | 77,233 us | 103,594 us | +8.1% | 
-19.4% |
   | bs=100 sw=10 sl=64 | p95 | 108,747 us | 122,531 us | 109,677 us | -11.2% | 
-0.8% |
   | bs=100 sw=10 sl=64 | p99 | 108,747 us | 122,531 us | 120,247 us | -11.2% | 
-9.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,383 tuples/sec | 1,433 tuples/sec | 
998.67 tuples/sec | -3.5% | +38.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.844 MB/s | 0.875 MB/s | 0.61 MB/s | -3.5% | 
+38.5% |
   | bs=1000 sw=10 sl=64 | p50 | 719,157 us | 695,328 us | 1,009,199 us | +3.4% 
| -28.7% |
   | bs=1000 sw=10 sl=64 | p95 | 835,583 us | 790,109 us | 1,045,335 us | +5.8% 
| -20.1% |
   | bs=1000 sw=10 sl=64 | p99 | 835,583 us | 790,109 us | 1,076,869 us | +5.8% 
| -22.4% |
   
   </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
   0,10,10,64,20,352.46,200,128000,567,0.346,17006.13,21645.23,21645.23
   1,100,10,64,20,1709.49,2000,1280000,1170,0.714,83508.41,108747.43,108747.43
   
2,1000,10,64,20,14461.91,20000,12800000,1383,0.844,719156.53,835583.19,835583.19
   ```
   
   </details>
   


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