github-actions[bot] commented on PR #8228:
URL: https://github.com/apache/texera/pull/8228#issuecomment-5473621776

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33356001888)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 381 | 0.232 | 24,557/37,897/37,897 us | 🔴 -12.5% / 
🔴 +156.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 775 | 0.473 | 125,780/170,772/170,772 us | 🔴 
+11.7% / 🔴 +69.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 916 | 0.559 | 1,086,038/1,201,284/1,201,284 us | 
🔴 +5.3% / 🔴 +24.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 435 tuples/sec | 844.57 
tuples/sec | -12.4% | -54.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.265 MB/s | 0.515 MB/s | -12.5% | 
-55.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,557 us | 22,362 us | 11,837 us | +9.8% | 
+107.5% |
   | bs=10 sw=10 sl=64 | p95 | 37,897 us | 36,623 us | 14,788 us | +3.5% | 
+156.3% |
   | bs=10 sw=10 sl=64 | p99 | 37,897 us | 36,623 us | 17,651 us | +3.5% | 
+114.7% |
   | bs=100 sw=10 sl=64 | throughput | 775 tuples/sec | 812 tuples/sec | 1,084 
tuples/sec | -4.6% | -28.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.496 MB/s | 0.662 MB/s | -4.6% | 
-28.5% |
   | bs=100 sw=10 sl=64 | p50 | 125,780 us | 121,819 us | 94,505 us | +3.3% | 
+33.1% |
   | bs=100 sw=10 sl=64 | p95 | 170,772 us | 152,862 us | 100,941 us | +11.7% | 
+69.2% |
   | bs=100 sw=10 sl=64 | p99 | 170,772 us | 152,862 us | 108,642 us | +11.7% | 
+57.2% |
   | bs=1000 sw=10 sl=64 | throughput | 916 tuples/sec | 922 tuples/sec | 1,119 
tuples/sec | -0.7% | -18.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.559 MB/s | 0.563 MB/s | 0.683 MB/s | -0.7% 
| -18.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,038 us | 1,084,842 us | 924,404 us | 
+0.1% | +17.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,201,284 us | 1,140,722 us | 967,785 us | 
+5.3% | +24.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,201,284 us | 1,140,722 us | 995,630 us | 
+5.3% | +20.7% |
   
   </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
   0,10,10,64,20,525.27,200,128000,381,0.232,24557.09,37897.02,37897.02
   1,100,10,64,20,2581.46,2000,1280000,775,0.473,125779.56,170771.94,170771.94
   
2,1000,10,64,20,21827.84,20000,12800000,916,0.559,1086038.19,1201284.31,1201284.31
   ```
   
   </details>
   


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