github-actions[bot] commented on PR #5768:
URL: https://github.com/apache/texera/pull/5768#issuecomment-4737123233

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `715bccc` 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/27731304345)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 24,527/36,911/36,911 us | 🔴 +12.1% / 
🔴 -7.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 807 | 0.492 | 123,821/136,375/136,375 us | 🟢 
-11.6% / 🔴 +10.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,086,425/1,155,861/1,155,861 us | 
⚪ within ±5% / 🔴 +13.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `715bccc` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 417 tuples/sec | 410.82 
tuples/sec | -8.9% | -7.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.255 MB/s | 0.251 MB/s | -9.0% | 
-7.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,527 us | 21,873 us | 23,785 us | +12.1% | 
+3.1% |
   | bs=10 sw=10 sl=64 | p95 | 36,911 us | 33,879 us | 34,980 us | +9.0% | 
+5.5% |
   | bs=10 sw=10 sl=64 | p99 | 36,911 us | 33,879 us | 34,980 us | +9.0% | 
+5.5% |
   | bs=100 sw=10 sl=64 | throughput | 807 tuples/sec | 803 tuples/sec | 891.94 
tuples/sec | +0.5% | -9.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.492 MB/s | 0.49 MB/s | 0.544 MB/s | +0.4% | 
-9.6% |
   | bs=100 sw=10 sl=64 | p50 | 123,821 us | 121,018 us | 112,277 us | +2.3% | 
+10.3% |
   | bs=100 sw=10 sl=64 | p95 | 136,375 us | 154,309 us | 139,802 us | -11.6% | 
-2.5% |
   | bs=100 sw=10 sl=64 | p99 | 136,375 us | 154,309 us | 139,802 us | -11.6% | 
-2.5% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 913 tuples/sec | 1,041 
tuples/sec | 0.0% | -12.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.557 MB/s | 0.635 MB/s | 0.0% | 
-12.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,425 us | 1,095,160 us | 972,714 us | 
-0.8% | +11.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,155,861 us | 1,172,833 us | 1,023,057 us | 
-1.4% | +13.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,155,861 us | 1,172,833 us | 1,023,057 us | 
-1.4% | +13.0% |
   
   </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
   0,10,10,64,20,526.19,200,128000,380,0.232,24526.82,36911.09,36911.09
   1,100,10,64,20,2479.23,2000,1280000,807,0.492,123821.20,136374.98,136374.98
   
2,1000,10,64,20,21899.95,20000,12800000,913,0.557,1086424.92,1155861.35,1155861.35
   ```
   
   </details>
   


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