github-actions[bot] commented on PR #6100:
URL: https://github.com/apache/texera/pull/6100#issuecomment-4881368633

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `4c9d30a` 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/28701011150)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 354 | 0.216 | 27,889/38,356/38,356 us | 🔴 +30.4% / 
🔴 +150.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 130,366/150,822/150,822 us | 🔴 
+13.0% / 🔴 +39.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,092,534/1,162,711/1,162,711 us | 
⚪ within ±5% / 🔴 +12.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4c9d30a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 354 tuples/sec | 415 tuples/sec | 772.08 
tuples/sec | -14.7% | -54.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.216 MB/s | 0.254 MB/s | 0.471 MB/s | -15.0% | 
-54.2% |
   | bs=10 sw=10 sl=64 | p50 | 27,889 us | 23,551 us | 12,745 us | +18.4% | 
+118.8% |
   | bs=10 sw=10 sl=64 | p95 | 38,356 us | 29,410 us | 15,330 us | +30.4% | 
+150.2% |
   | bs=10 sw=10 sl=64 | p99 | 38,356 us | 29,410 us | 19,054 us | +30.4% | 
+101.3% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 825 tuples/sec | 982.64 
tuples/sec | -7.9% | -22.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.503 MB/s | 0.6 MB/s | -7.8% | 
-22.6% |
   | bs=100 sw=10 sl=64 | p50 | 130,366 us | 121,382 us | 101,961 us | +7.4% | 
+27.9% |
   | bs=100 sw=10 sl=64 | p95 | 150,822 us | 133,484 us | 108,335 us | +13.0% | 
+39.2% |
   | bs=100 sw=10 sl=64 | p99 | 150,822 us | 133,484 us | 114,379 us | +13.0% | 
+31.9% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 908 tuples/sec | 1,013 
tuples/sec | +0.1% | -10.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.554 MB/s | 0.618 MB/s | +0.2% 
| -10.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,092,534 us | 1,100,008 us | 993,573 us | 
-0.7% | +10.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,162,711 us | 1,133,932 us | 1,032,489 us | 
+2.5% | +12.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,162,711 us | 1,133,932 us | 1,065,526 us | 
+2.5% | +9.1% |
   
   </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
   0,10,10,64,20,564.63,200,128000,354,0.216,27889.00,38355.95,38355.95
   1,100,10,64,20,2630.69,2000,1280000,760,0.464,130365.93,150822.33,150822.33
   
2,1000,10,64,20,22004.77,20000,12800000,909,0.555,1092533.74,1162711.24,1162711.24
   ```
   
   </details>
   


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