github-actions[bot] commented on PR #8574:
URL: https://github.com/apache/texera/pull/8574#issuecomment-5720821421

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `471e53c` 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/35270642574)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 400 | 0.244 | 24,230/31,389/31,389 us | 🔴 +12.2% / 
🔴 +109.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 804 | 0.491 | 120,028/169,240/169,240 us | 🔴 
+12.8% / 🔴 +69.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 924 | 0.564 | 1,083,604/1,163,975/1,163,975 us | 
⚪ within ±5% / 🔴 +21.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `471e53c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 400 tuples/sec | 437 tuples/sec | 839.58 
tuples/sec | -8.5% | -52.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.267 MB/s | 0.512 MB/s | -8.6% | 
-52.4% |
   | bs=10 sw=10 sl=64 | p50 | 24,230 us | 21,590 us | 11,937 us | +12.2% | 
+103.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,389 us | 34,023 us | 14,976 us | -7.7% | 
+109.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,389 us | 34,023 us | 19,204 us | -7.7% | 
+63.4% |
   | bs=100 sw=10 sl=64 | throughput | 804 tuples/sec | 807 tuples/sec | 1,096 
tuples/sec | -0.4% | -26.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.493 MB/s | 0.669 MB/s | -0.4% | 
-26.6% |
   | bs=100 sw=10 sl=64 | p50 | 120,028 us | 120,672 us | 94,033 us | -0.5% | 
+27.6% |
   | bs=100 sw=10 sl=64 | p95 | 169,240 us | 149,973 us | 99,939 us | +12.8% | 
+69.3% |
   | bs=100 sw=10 sl=64 | p99 | 169,240 us | 149,973 us | 110,148 us | +12.8% | 
+53.6% |
   | bs=1000 sw=10 sl=64 | throughput | 924 tuples/sec | 930 tuples/sec | 1,128 
tuples/sec | -0.6% | -18.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.568 MB/s | 0.688 MB/s | -0.7% 
| -18.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,604 us | 1,073,787 us | 921,191 us | 
+0.9% | +17.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,975 us | 1,115,945 us | 959,735 us | 
+4.3% | +21.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,975 us | 1,115,945 us | 988,604 us | 
+4.3% | +17.7% |
   
   </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
   0,10,10,64,20,499.74,200,128000,400,0.244,24229.53,31388.99,31388.99
   1,100,10,64,20,2486.09,2000,1280000,804,0.491,120028.27,169239.51,169239.51
   
2,1000,10,64,20,21637.53,20000,12800000,924,0.564,1083604.49,1163974.83,1163974.83
   ```
   
   </details>
   


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