github-actions[bot] commented on PR #8733:
URL: https://github.com/apache/texera/pull/8733#issuecomment-5877771215

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 10 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `bcd0ec4` 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/36474739414)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 22,950/34,278/34,278 us | 🟢 -31.7% / 
🔴 +113.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 896 | 0.547 | 107,625/168,879/168,879 us | 🔴 
+45.7% / 🔴 +56.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,084 | 0.662 | 927,513/1,002,261/1,002,261 us | 
🔴 +6.7% / 🟢 -6.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bcd0ec4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 431 tuples/sec | 807.63 
tuples/sec | -5.3% | -49.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.263 MB/s | 0.493 MB/s | -5.3% | 
-49.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,950 us | 18,416 us | 12,578 us | +24.6% | 
+82.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,278 us | 50,214 us | 16,088 us | -31.7% | 
+113.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,278 us | 50,214 us | 19,009 us | -31.7% | 
+80.3% |
   | bs=100 sw=10 sl=64 | throughput | 896 tuples/sec | 990 tuples/sec | 1,039 
tuples/sec | -9.5% | -13.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.547 MB/s | 0.604 MB/s | 0.634 MB/s | -9.4% | 
-13.7% |
   | bs=100 sw=10 sl=64 | p50 | 107,625 us | 101,697 us | 101,098 us | +5.8% | 
+6.5% |
   | bs=100 sw=10 sl=64 | p95 | 168,879 us | 115,932 us | 107,890 us | +45.7% | 
+56.5% |
   | bs=100 sw=10 sl=64 | p99 | 168,879 us | 115,932 us | 119,853 us | +45.7% | 
+40.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,084 tuples/sec | 1,103 tuples/sec | 
1,065 tuples/sec | -1.7% | +1.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.662 MB/s | 0.673 MB/s | 0.65 MB/s | -1.6% | 
+1.8% |
   | bs=1000 sw=10 sl=64 | p50 | 927,513 us | 913,145 us | 992,940 us | +1.6% | 
-6.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,002,261 us | 939,099 us | 1,035,756 us | 
+6.7% | -3.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,002,261 us | 939,099 us | 1,062,329 us | 
+6.7% | -5.7% |
   
   </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
   0,10,10,64,20,490.33,200,128000,408,0.249,22950.48,34277.99,34277.99
   1,100,10,64,20,2232.39,2000,1280000,896,0.547,107624.57,168879.04,168879.04
   
2,1000,10,64,20,18452.17,20000,12800000,1084,0.662,927512.79,1002260.99,1002260.99
   ```
   
   </details>
   


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