github-actions[bot] commented on PR #5997:
URL: https://github.com/apache/texera/pull/5997#issuecomment-4827654256

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `875ef96` 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/28338645935)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 23,565/34,495/34,495 us | 🔴 +13.0% / 
🔴 +125.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 841 | 0.513 | 118,430/138,975/138,975 us | 🟢 
-13.3% / 🔴 +25.7% |
   | 🟢 | bs=1000 sw=10 sl=64 | 955 | 0.583 | 1,050,475/1,069,308/1,069,308 us | 
🟢 -6.4% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `875ef96` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 426 tuples/sec | 757.16 
tuples/sec | -4.2% | -46.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.26 MB/s | 0.462 MB/s | -4.2% | 
-46.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,565 us | 20,851 us | 12,971 us | +13.0% | 
+81.7% |
   | bs=10 sw=10 sl=64 | p95 | 34,495 us | 32,555 us | 15,333 us | +6.0% | 
+125.0% |
   | bs=10 sw=10 sl=64 | p99 | 34,495 us | 32,555 us | 18,732 us | +6.0% | 
+84.1% |
   | bs=100 sw=10 sl=64 | throughput | 841 tuples/sec | 829 tuples/sec | 957.66 
tuples/sec | +1.4% | -12.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.513 MB/s | 0.506 MB/s | 0.585 MB/s | +1.4% | 
-12.2% |
   | bs=100 sw=10 sl=64 | p50 | 118,430 us | 117,463 us | 103,982 us | +0.8% | 
+13.9% |
   | bs=100 sw=10 sl=64 | p95 | 138,975 us | 160,335 us | 110,583 us | -13.3% | 
+25.7% |
   | bs=100 sw=10 sl=64 | p99 | 138,975 us | 160,335 us | 118,369 us | -13.3% | 
+17.4% |
   | bs=1000 sw=10 sl=64 | throughput | 955 tuples/sec | 934 tuples/sec | 979.6 
tuples/sec | +2.2% | -2.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.583 MB/s | 0.57 MB/s | 0.598 MB/s | +2.3% | 
-2.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,050,475 us | 1,071,522 us | 1,024,553 us | 
-2.0% | +2.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,069,308 us | 1,141,847 us | 1,063,789 us | 
-6.4% | +0.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,069,308 us | 1,141,847 us | 1,096,239 us | 
-6.4% | -2.5% |
   
   </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
   0,10,10,64,20,490.58,200,128000,408,0.249,23564.56,34494.93,34494.93
   1,100,10,64,20,2379.40,2000,1280000,841,0.513,118430.01,138974.97,138974.97
   
2,1000,10,64,20,20942.86,20000,12800000,955,0.583,1050475.40,1069308.22,1069308.22
   ```
   
   </details>
   


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