github-actions[bot] commented on PR #5788:
URL: https://github.com/apache/texera/pull/5788#issuecomment-4748313468

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27803811390)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 399 | 0.243 | 24,639/31,625/31,625 us | 🔴 +16.1% / 
🟢 -9.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 798 | 0.487 | 124,785/136,631/136,631 us | 🟢 
-7.0% / 🔴 +11.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 919 | 0.561 | 1,093,236/1,146,102/1,146,102 us | 
⚪ within ±5% / 🔴 +12.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 399 tuples/sec | 428 tuples/sec | 410.82 
tuples/sec | -6.8% | -2.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.261 MB/s | 0.251 MB/s | -6.9% | 
-3.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,639 us | 21,228 us | 23,785 us | +16.1% | 
+3.6% |
   | bs=10 sw=10 sl=64 | p95 | 31,625 us | 33,137 us | 34,980 us | -4.6% | 
-9.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,625 us | 33,137 us | 34,980 us | -4.6% | 
-9.6% |
   | bs=100 sw=10 sl=64 | throughput | 798 tuples/sec | 830 tuples/sec | 891.94 
tuples/sec | -3.9% | -10.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.487 MB/s | 0.507 MB/s | 0.544 MB/s | -3.9% | 
-10.5% |
   | bs=100 sw=10 sl=64 | p50 | 124,785 us | 120,027 us | 112,277 us | +4.0% | 
+11.1% |
   | bs=100 sw=10 sl=64 | p95 | 136,631 us | 146,910 us | 139,802 us | -7.0% | 
-2.3% |
   | bs=100 sw=10 sl=64 | p99 | 136,631 us | 146,910 us | 139,802 us | -7.0% | 
-2.3% |
   | bs=1000 sw=10 sl=64 | throughput | 919 tuples/sec | 917 tuples/sec | 1,041 
tuples/sec | +0.2% | -11.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.56 MB/s | 0.635 MB/s | +0.2% | 
-11.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,236 us | 1,087,415 us | 972,714 us | 
+0.5% | +12.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,146,102 us | 1,156,618 us | 1,023,057 us | 
-0.9% | +12.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,146,102 us | 1,156,618 us | 1,023,057 us | 
-0.9% | +12.0% |
   
   </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
   0,10,10,64,20,501.88,200,128000,399,0.243,24639.38,31624.51,31624.51
   1,100,10,64,20,2504.73,2000,1280000,798,0.487,124785.49,136631.35,136631.35
   
2,1000,10,64,20,21771.56,20000,12800000,919,0.561,1093236.48,1146101.92,1146101.92
   ```
   
   </details>
   


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