github-actions[bot] commented on PR #6952:
URL: https://github.com/apache/texera/pull/6952#issuecomment-5097926046

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `31f1e7b` 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/30313462038)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 383 | 0.234 | 25,567/33,728/33,728 us | 🔴 +21.5% / 
🔴 +107.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 833 | 0.508 | 118,235/133,709/133,709 us | 🟢 
-11.5% / 🔴 +23.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 953 | 0.582 | 1,050,028/1,088,475/1,088,475 us | 
⚪ within ±5% / 🔴 -5.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `31f1e7b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 383 tuples/sec | 457 tuples/sec | 767.9 
tuples/sec | -16.2% | -50.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.279 MB/s | 0.469 MB/s | -16.1% | 
-50.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,567 us | 21,330 us | 12,502 us | +19.9% | 
+104.5% |
   | bs=10 sw=10 sl=64 | p95 | 33,728 us | 27,764 us | 16,234 us | +21.5% | 
+107.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,728 us | 27,764 us | 18,919 us | +21.5% | 
+78.3% |
   | bs=100 sw=10 sl=64 | throughput | 833 tuples/sec | 836 tuples/sec | 974.8 
tuples/sec | -0.4% | -14.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.508 MB/s | 0.51 MB/s | 0.595 MB/s | -0.4% | 
-14.6% |
   | bs=100 sw=10 sl=64 | p50 | 118,235 us | 116,762 us | 102,449 us | +1.3% | 
+15.4% |
   | bs=100 sw=10 sl=64 | p95 | 133,709 us | 151,101 us | 108,652 us | -11.5% | 
+23.1% |
   | bs=100 sw=10 sl=64 | p99 | 133,709 us | 151,101 us | 116,310 us | -11.5% | 
+15.0% |
   | bs=1000 sw=10 sl=64 | throughput | 953 tuples/sec | 956 tuples/sec | 1,004 
tuples/sec | -0.3% | -5.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.582 MB/s | 0.583 MB/s | 0.613 MB/s | -0.2% 
| -5.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,050,028 us | 1,044,502 us | 999,606 us | 
+0.5% | +5.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,088,475 us | 1,095,818 us | 1,046,770 us | 
-0.7% | +4.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,088,475 us | 1,095,818 us | 1,076,937 us | 
-0.7% | +1.1% |
   
   </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
   0,10,10,64,20,522.35,200,128000,383,0.234,25566.56,33727.71,33727.71
   1,100,10,64,20,2402.14,2000,1280000,833,0.508,118234.85,133709.45,133709.45
   
2,1000,10,64,20,20979.01,20000,12800000,953,0.582,1050028.12,1088474.63,1088474.63
   ```
   
   </details>
   


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