github-actions[bot] commented on PR #5925:
URL: https://github.com/apache/texera/pull/5925#issuecomment-4785806973

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `1c580e5` 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/28074458614)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 389 | 0.238 | 25,780/33,058/33,058 us | 🔴 +10.0% / 
🔴 +8.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 833 | 0.508 | 116,571/139,934/139,934 us | 🟢 
-11.4% / 🔴 -6.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 935 | 0.57 | 1,069,345/1,118,882/1,118,882 us | 
⚪ within ±5% / 🔴 -10.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1c580e5` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 389 tuples/sec | 395 tuples/sec | 410.82 
tuples/sec | -1.5% | -5.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.241 MB/s | 0.251 MB/s | -1.2% | 
-5.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,780 us | 23,427 us | 23,785 us | +10.0% | 
+8.4% |
   | bs=10 sw=10 sl=64 | p95 | 33,058 us | 36,524 us | 34,980 us | -9.5% | 
-5.5% |
   | bs=10 sw=10 sl=64 | p99 | 33,058 us | 36,524 us | 34,980 us | -9.5% | 
-5.5% |
   | bs=100 sw=10 sl=64 | throughput | 833 tuples/sec | 819 tuples/sec | 891.94 
tuples/sec | +1.7% | -6.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.508 MB/s | 0.5 MB/s | 0.544 MB/s | +1.6% | 
-6.7% |
   | bs=100 sw=10 sl=64 | p50 | 116,571 us | 119,613 us | 112,277 us | -2.5% | 
+3.8% |
   | bs=100 sw=10 sl=64 | p95 | 139,934 us | 158,005 us | 139,802 us | -11.4% | 
+0.1% |
   | bs=100 sw=10 sl=64 | p99 | 139,934 us | 158,005 us | 139,802 us | -11.4% | 
+0.1% |
   | bs=1000 sw=10 sl=64 | throughput | 935 tuples/sec | 920 tuples/sec | 1,041 
tuples/sec | +1.6% | -10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.561 MB/s | 0.635 MB/s | +1.6% | 
-10.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,069,345 us | 1,084,616 us | 972,714 us | 
-1.4% | +9.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,118,882 us | 1,133,084 us | 1,023,057 us | 
-1.3% | +9.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,118,882 us | 1,133,084 us | 1,023,057 us | 
-1.3% | +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
   0,10,10,64,20,513.76,200,128000,389,0.238,25779.92,33057.68,33057.68
   1,100,10,64,20,2400.65,2000,1280000,833,0.508,116571.14,139933.82,139933.82
   
2,1000,10,64,20,21400.53,20000,12800000,935,0.570,1069345.18,1118882.16,1118882.16
   ```
   
   </details>
   


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