github-actions[bot] commented on PR #7996:
URL: https://github.com/apache/texera/pull/7996#issuecomment-5429684574

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `444fc58` 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/32998893586)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 375 | 0.229 | 25,561/33,383/33,383 us | 🟢 -9.0% / 
🔴 +141.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 767 | 0.468 | 125,793/196,040/196,040 us | 🔴 
+28.8% / 🔴 +109.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 912 | 0.557 | 1,084,833/1,207,128/1,207,128 us | 
⚪ within ±5% / 🔴 +33.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `444fc58` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 375 tuples/sec | 373 tuples/sec | 894.86 
tuples/sec | +0.5% | -58.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.229 MB/s | 0.228 MB/s | 0.546 MB/s | +0.4% | 
-58.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,561 us | 24,494 us | 11,139 us | +4.4% | 
+129.5% |
   | bs=10 sw=10 sl=64 | p95 | 33,383 us | 36,683 us | 13,843 us | -9.0% | 
+141.2% |
   | bs=10 sw=10 sl=64 | p99 | 33,383 us | 36,683 us | 16,839 us | -9.0% | 
+98.2% |
   | bs=100 sw=10 sl=64 | throughput | 767 tuples/sec | 815 tuples/sec | 1,166 
tuples/sec | -5.9% | -34.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.468 MB/s | 0.498 MB/s | 0.711 MB/s | -6.0% | 
-34.2% |
   | bs=100 sw=10 sl=64 | p50 | 125,793 us | 121,321 us | 87,509 us | +3.7% | 
+43.7% |
   | bs=100 sw=10 sl=64 | p95 | 196,040 us | 152,247 us | 93,675 us | +28.8% | 
+109.3% |
   | bs=100 sw=10 sl=64 | p99 | 196,040 us | 152,247 us | 102,153 us | +28.8% | 
+91.9% |
   | bs=1000 sw=10 sl=64 | throughput | 912 tuples/sec | 897 tuples/sec | 1,198 
tuples/sec | +1.7% | -23.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.547 MB/s | 0.731 MB/s | +1.8% 
| -23.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,084,833 us | 1,118,932 us | 859,766 us | 
-3.0% | +26.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,207,128 us | 1,198,616 us | 902,897 us | 
+0.7% | +33.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,207,128 us | 1,198,616 us | 937,957 us | 
+0.7% | +28.7% |
   
   </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
   0,10,10,64,20,533.62,200,128000,375,0.229,25560.62,33383.28,33383.28
   1,100,10,64,20,2607.38,2000,1280000,767,0.468,125793.43,196040.00,196040.00
   
2,1000,10,64,20,21921.87,20000,12800000,912,0.557,1084833.39,1207128.03,1207128.03
   ```
   
   </details>
   


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