github-actions[bot] commented on PR #6807:
URL: https://github.com/apache/texera/pull/6807#issuecomment-5052418341

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `fa075d1` 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/29963924418)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 382 | 0.233 | 24,767/33,555/33,555 us | 🟢 -8.4% / 
🔴 +108.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 781 | 0.477 | 126,405/153,097/153,097 us | 🟢 
-6.3% / 🔴 +42.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 932 | 0.569 | 1,068,870/1,155,866/1,155,866 us | 
⚪ within ±5% / 🔴 +12.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fa075d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 379 tuples/sec | 760.2 
tuples/sec | +0.8% | -49.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.231 MB/s | 0.464 MB/s | +0.9% | 
-49.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,767 us | 25,121 us | 12,781 us | -1.4% | 
+93.8% |
   | bs=10 sw=10 sl=64 | p95 | 33,555 us | 36,633 us | 16,118 us | -8.4% | 
+108.2% |
   | bs=10 sw=10 sl=64 | p99 | 33,555 us | 36,633 us | 19,074 us | -8.4% | 
+75.9% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 793 tuples/sec | 988.68 
tuples/sec | -1.5% | -21.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.484 MB/s | 0.603 MB/s | -1.4% | 
-21.0% |
   | bs=100 sw=10 sl=64 | p50 | 126,405 us | 123,510 us | 101,448 us | +2.3% | 
+24.6% |
   | bs=100 sw=10 sl=64 | p95 | 153,097 us | 163,470 us | 107,410 us | -6.3% | 
+42.5% |
   | bs=100 sw=10 sl=64 | p99 | 153,097 us | 163,470 us | 120,258 us | -6.3% | 
+27.3% |
   | bs=1000 sw=10 sl=64 | throughput | 932 tuples/sec | 917 tuples/sec | 1,023 
tuples/sec | +1.6% | -8.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.56 MB/s | 0.624 MB/s | +1.6% | 
-8.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,068,870 us | 1,091,664 us | 983,888 us | 
-2.1% | +8.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,155,866 us | 1,117,855 us | 1,030,100 us | 
+3.4% | +12.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,155,866 us | 1,117,855 us | 1,056,513 us | 
+3.4% | +9.4% |
   
   </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
   0,10,10,64,20,523.10,200,128000,382,0.233,24766.92,33555.34,33555.34
   1,100,10,64,20,2560.75,2000,1280000,781,0.477,126404.85,153097.20,153097.20
   
2,1000,10,64,20,21459.65,20000,12800000,932,0.569,1068870.48,1155865.64,1155865.64
   ```
   
   </details>
   


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