github-actions[bot] commented on PR #7984:
URL: https://github.com/apache/texera/pull/7984#issuecomment-5420295359

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `7fbf64e` 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/32927341703)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 413 | 0.252 | 22,856/41,434/41,434 us | 🔴 +38.7% / 
🔴 +204.6% |
   | ⚪ | bs=100 sw=10 sl=64 | 953 | 0.581 | 104,101/134,937/134,937 us | ⚪ 
within ±5% / 🔴 +47.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,117 | 0.681 | 892,749/957,952/957,952 us | ⚪ 
within ±5% / 🔴 +8.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7fbf64e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 413 tuples/sec | 460 tuples/sec | 908.02 
tuples/sec | -10.2% | -54.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.252 MB/s | 0.281 MB/s | 0.554 MB/s | -10.3% | 
-54.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,856 us | 21,071 us | 10,907 us | +8.5% | 
+109.6% |
   | bs=10 sw=10 sl=64 | p95 | 41,434 us | 29,868 us | 13,604 us | +38.7% | 
+204.6% |
   | bs=10 sw=10 sl=64 | p99 | 41,434 us | 29,868 us | 16,697 us | +38.7% | 
+148.2% |
   | bs=100 sw=10 sl=64 | throughput | 953 tuples/sec | 963 tuples/sec | 1,188 
tuples/sec | -1.0% | -19.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.581 MB/s | 0.588 MB/s | 0.725 MB/s | -1.2% | 
-19.8% |
   | bs=100 sw=10 sl=64 | p50 | 104,101 us | 102,305 us | 85,003 us | +1.8% | 
+22.5% |
   | bs=100 sw=10 sl=64 | p95 | 134,937 us | 133,478 us | 91,599 us | +1.1% | 
+47.3% |
   | bs=100 sw=10 sl=64 | p99 | 134,937 us | 133,478 us | 99,202 us | +1.1% | 
+36.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,117 tuples/sec | 1,121 tuples/sec | 
1,221 tuples/sec | -0.4% | -8.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.681 MB/s | 0.684 MB/s | 0.745 MB/s | -0.4% 
| -8.6% |
   | bs=1000 sw=10 sl=64 | p50 | 892,749 us | 881,704 us | 837,593 us | +1.3% | 
+6.6% |
   | bs=1000 sw=10 sl=64 | p95 | 957,952 us | 933,809 us | 881,015 us | +2.6% | 
+8.7% |
   | bs=1000 sw=10 sl=64 | p99 | 957,952 us | 933,809 us | 915,550 us | +2.6% | 
+4.6% |
   
   </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
   0,10,10,64,20,484.64,200,128000,413,0.252,22856.32,41434.31,41434.31
   1,100,10,64,20,2099.25,2000,1280000,953,0.581,104101.26,134937.39,134937.39
   
2,1000,10,64,20,17912.45,20000,12800000,1117,0.681,892749.34,957952.13,957952.13
   ```
   
   </details>
   


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