github-actions[bot] commented on PR #8671:
URL: https://github.com/apache/texera/pull/8671#issuecomment-5825239791

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `fbf7733` 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/36082259216)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 421 | 0.257 | 22,333/37,088/37,088 us | 🔴 +14.5% / 
🔴 +122.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 907 | 0.553 | 106,612/146,415/146,415 us | 🔴 
+20.2% / 🔴 +30.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,061 | 0.648 | 933,692/1,006,223/1,006,223 us | 
⚪ within ±5% / 🟢 -9.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fbf7733` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 421 tuples/sec | 478 tuples/sec | 735.19 
tuples/sec | -11.9% | -42.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.257 MB/s | 0.292 MB/s | 0.449 MB/s | -12.0% | 
-42.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,333 us | 19,503 us | 13,231 us | +14.5% | 
+68.8% |
   | bs=10 sw=10 sl=64 | p95 | 37,088 us | 35,548 us | 16,692 us | +4.3% | 
+122.2% |
   | bs=10 sw=10 sl=64 | p99 | 37,088 us | 35,548 us | 19,901 us | +4.3% | 
+86.4% |
   | bs=100 sw=10 sl=64 | throughput | 907 tuples/sec | 959 tuples/sec | 943.78 
tuples/sec | -5.4% | -3.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.585 MB/s | 0.576 MB/s | -5.5% | 
-4.0% |
   | bs=100 sw=10 sl=64 | p50 | 106,612 us | 101,910 us | 105,801 us | +4.6% | 
+0.8% |
   | bs=100 sw=10 sl=64 | p95 | 146,415 us | 121,830 us | 112,493 us | +20.2% | 
+30.2% |
   | bs=100 sw=10 sl=64 | p99 | 146,415 us | 121,830 us | 126,888 us | +20.2% | 
+15.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,061 tuples/sec | 1,080 tuples/sec | 
974.98 tuples/sec | -1.8% | +8.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.648 MB/s | 0.659 MB/s | 0.595 MB/s | -1.7% 
| +8.9% |
   | bs=1000 sw=10 sl=64 | p50 | 933,692 us | 919,480 us | 1,030,375 us | +1.5% 
| -9.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,006,223 us | 995,897 us | 1,071,362 us | 
+1.0% | -6.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,006,223 us | 995,897 us | 1,103,808 us | 
+1.0% | -8.8% |
   
   </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
   0,10,10,64,20,474.60,200,128000,421,0.257,22333.40,37087.71,37087.71
   1,100,10,64,20,2205.48,2000,1280000,907,0.553,106612.49,146414.60,146414.60
   
2,1000,10,64,20,18841.26,20000,12800000,1061,0.648,933692.10,1006222.57,1006222.57
   ```
   
   </details>
   


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