github-actions[bot] commented on PR #8740:
URL: https://github.com/apache/texera/pull/8740#issuecomment-5883026343

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `acc6dd1` 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/36516290002)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 550 | 0.336 | 17,942/21,732/21,732 us | 🔴 -7.3% / 
🔴 +42.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,126 | 0.687 | 87,039/119,583/119,583 us | 🔴 
+10.0% / 🟢 -13.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,307 | 0.797 | 759,741/847,609/847,609 us | 🔴 
+8.8% / 🟢 -23.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `acc6dd1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 550 tuples/sec | 593 tuples/sec | 807.63 
tuples/sec | -7.3% | -31.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.336 MB/s | 0.362 MB/s | 0.493 MB/s | -7.2% | 
-31.8% |
   | bs=10 sw=10 sl=64 | p50 | 17,942 us | 17,022 us | 12,578 us | +5.4% | 
+42.6% |
   | bs=10 sw=10 sl=64 | p95 | 21,732 us | 21,707 us | 16,088 us | +0.1% | 
+35.1% |
   | bs=10 sw=10 sl=64 | p99 | 21,732 us | 21,707 us | 19,009 us | +0.1% | 
+14.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,126 tuples/sec | 1,165 tuples/sec | 
1,039 tuples/sec | -3.3% | +8.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.687 MB/s | 0.711 MB/s | 0.634 MB/s | -3.4% | 
+8.3% |
   | bs=100 sw=10 sl=64 | p50 | 87,039 us | 84,165 us | 101,098 us | +3.4% | 
-13.9% |
   | bs=100 sw=10 sl=64 | p95 | 119,583 us | 108,734 us | 107,890 us | +10.0% | 
+10.8% |
   | bs=100 sw=10 sl=64 | p99 | 119,583 us | 108,734 us | 119,853 us | +10.0% | 
-0.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,307 tuples/sec | 1,324 tuples/sec | 
1,065 tuples/sec | -1.3% | +22.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.797 MB/s | 0.808 MB/s | 0.65 MB/s | -1.4% | 
+22.6% |
   | bs=1000 sw=10 sl=64 | p50 | 759,741 us | 752,843 us | 992,940 us | +0.9% | 
-23.5% |
   | bs=1000 sw=10 sl=64 | p95 | 847,609 us | 779,335 us | 1,035,756 us | +8.8% 
| -18.2% |
   | bs=1000 sw=10 sl=64 | p99 | 847,609 us | 779,335 us | 1,062,329 us | +8.8% 
| -20.2% |
   
   </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
   0,10,10,64,20,363.42,200,128000,550,0.336,17941.99,21732.48,21732.48
   1,100,10,64,20,1776.45,2000,1280000,1126,0.687,87039.01,119582.96,119582.96
   
2,1000,10,64,20,15306.81,20000,12800000,1307,0.797,759740.65,847608.60,847608.60
   ```
   
   </details>
   


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