github-actions[bot] commented on PR #7982:
URL: https://github.com/apache/texera/pull/7982#issuecomment-5419988255

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 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/32924666140)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 424 | 0.259 | 24,712/27,558/27,558 us | 🟢 -25.5% / 
🔴 +126.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 945 | 0.577 | 105,006/140,386/140,386 us | 🟢 
-9.5% / 🔴 +53.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,117 | 0.682 | 891,490/950,868/950,868 us | ⚪ 
within ±5% / 🔴 -8.5% |
   
   <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 | 424 tuples/sec | 445 tuples/sec | 908.02 
tuples/sec | -4.7% | -53.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.259 MB/s | 0.272 MB/s | 0.554 MB/s | -4.8% | 
-53.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,712 us | 19,774 us | 10,907 us | +25.0% | 
+126.6% |
   | bs=10 sw=10 sl=64 | p95 | 27,558 us | 36,990 us | 13,604 us | -25.5% | 
+102.6% |
   | bs=10 sw=10 sl=64 | p99 | 27,558 us | 36,990 us | 16,697 us | -25.5% | 
+65.0% |
   | bs=100 sw=10 sl=64 | throughput | 945 tuples/sec | 957 tuples/sec | 1,188 
tuples/sec | -1.3% | -20.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.577 MB/s | 0.584 MB/s | 0.725 MB/s | -1.2% | 
-20.4% |
   | bs=100 sw=10 sl=64 | p50 | 105,006 us | 100,625 us | 85,003 us | +4.4% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p95 | 140,386 us | 155,161 us | 91,599 us | -9.5% | 
+53.3% |
   | bs=100 sw=10 sl=64 | p99 | 140,386 us | 155,161 us | 99,202 us | -9.5% | 
+41.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,117 tuples/sec | 1,119 tuples/sec | 
1,221 tuples/sec | -0.2% | -8.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.682 MB/s | 0.683 MB/s | 0.745 MB/s | -0.1% 
| -8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 891,490 us | 893,439 us | 837,593 us | -0.2% | 
+6.4% |
   | bs=1000 sw=10 sl=64 | p95 | 950,868 us | 957,906 us | 881,015 us | -0.7% | 
+7.9% |
   | bs=1000 sw=10 sl=64 | p99 | 950,868 us | 957,906 us | 915,550 us | -0.7% | 
+3.9% |
   
   </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
   0,10,10,64,20,471.28,200,128000,424,0.259,24712.42,27557.89,27557.89
   1,100,10,64,20,2117.16,2000,1280000,945,0.577,105006.46,140386.10,140386.10
   
2,1000,10,64,20,17897.97,20000,12800000,1117,0.682,891490.25,950868.03,950868.03
   ```
   
   </details>
   


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