github-actions[bot] commented on PR #8957:
URL: https://github.com/apache/texera/pull/8957#issuecomment-6117760426

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `a182a23` 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/38202596967)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 356 | 0.217 | 26,003/37,544/37,544 us | 🔴 +20.6% / 
🔴 +139.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 778 | 0.475 | 126,900/143,804/143,804 us | 🟢 
-25.5% / 🔴 +34.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 897 | 0.548 | 1,109,709/1,220,050/1,220,050 us | 
🔴 +6.3% / 🔴 +19.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a182a23` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 356 tuples/sec | 417 tuples/sec | 782.27 
tuples/sec | -14.6% | -54.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.217 MB/s | 0.255 MB/s | 0.477 MB/s | -14.9% | 
-54.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,003 us | 23,513 us | 12,538 us | +10.6% | 
+107.4% |
   | bs=10 sw=10 sl=64 | p95 | 37,544 us | 31,141 us | 15,667 us | +20.6% | 
+139.6% |
   | bs=10 sw=10 sl=64 | p99 | 37,544 us | 31,141 us | 19,058 us | +20.6% | 
+97.0% |
   | bs=100 sw=10 sl=64 | throughput | 778 tuples/sec | 787 tuples/sec | 1,010 
tuples/sec | -1.1% | -23.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.475 MB/s | 0.48 MB/s | 0.616 MB/s | -1.0% | 
-22.9% |
   | bs=100 sw=10 sl=64 | p50 | 126,900 us | 120,013 us | 100,043 us | +5.7% | 
+26.8% |
   | bs=100 sw=10 sl=64 | p95 | 143,804 us | 192,942 us | 106,848 us | -25.5% | 
+34.6% |
   | bs=100 sw=10 sl=64 | p99 | 143,804 us | 192,942 us | 121,073 us | -25.5% | 
+18.8% |
   | bs=1000 sw=10 sl=64 | throughput | 897 tuples/sec | 909 tuples/sec | 1,041 
tuples/sec | -1.3% | -13.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.555 MB/s | 0.635 MB/s | -1.3% 
| -13.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,109,709 us | 1,100,978 us | 980,364 us | 
+0.8% | +13.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,220,050 us | 1,148,057 us | 1,023,796 us | 
+6.3% | +19.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,220,050 us | 1,148,057 us | 1,046,281 us | 
+6.3% | +16.6% |
   
   </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
   0,10,10,64,20,561.36,200,128000,356,0.217,26003.18,37543.93,37543.93
   1,100,10,64,20,2569.24,2000,1280000,778,0.475,126900.34,143804.23,143804.23
   
2,1000,10,64,20,22294.52,20000,12800000,897,0.548,1109708.92,1220050.26,1220050.26
   ```
   
   </details>
   


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