github-actions[bot] commented on PR #7375:
URL: https://github.com/apache/texera/pull/7375#issuecomment-5210309329

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `18a277c` 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/31134176450)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 24,496/37,345/37,345 us | 🔴 -12.1% / 
🔴 +132.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 782 | 0.477 | 125,723/143,656/143,656 us | ⚪ 
within ±5% / 🔴 +29.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 919 | 0.561 | 1,086,534/1,167,893/1,167,893 us | 
⚪ within ±5% / 🔴 +10.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `18a277c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 432 tuples/sec | 757.88 
tuples/sec | -12.0% | -49.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.264 MB/s | 0.463 MB/s | -12.1% | 
-49.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,496 us | 22,678 us | 12,904 us | +8.0% | 
+89.8% |
   | bs=10 sw=10 sl=64 | p95 | 37,345 us | 33,399 us | 16,065 us | +11.8% | 
+132.5% |
   | bs=10 sw=10 sl=64 | p99 | 37,345 us | 33,399 us | 19,384 us | +11.8% | 
+92.7% |
   | bs=100 sw=10 sl=64 | throughput | 782 tuples/sec | 821 tuples/sec | 957.87 
tuples/sec | -4.8% | -18.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.501 MB/s | 0.585 MB/s | -4.8% | 
-18.4% |
   | bs=100 sw=10 sl=64 | p50 | 125,723 us | 119,875 us | 104,502 us | +4.9% | 
+20.3% |
   | bs=100 sw=10 sl=64 | p95 | 143,656 us | 147,626 us | 110,735 us | -2.7% | 
+29.7% |
   | bs=100 sw=10 sl=64 | p99 | 143,656 us | 147,626 us | 120,386 us | -2.7% | 
+19.3% |
   | bs=1000 sw=10 sl=64 | throughput | 919 tuples/sec | 914 tuples/sec | 
988.88 tuples/sec | +0.5% | -7.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.558 MB/s | 0.604 MB/s | +0.5% 
| -7.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,534 us | 1,095,424 us | 1,018,589 us | 
-0.8% | +6.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,167,893 us | 1,148,130 us | 1,056,001 us | 
+1.7% | +10.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,167,893 us | 1,148,130 us | 1,087,982 us | 
+1.7% | +7.3% |
   
   </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
   0,10,10,64,20,526.63,200,128000,380,0.232,24496.29,37345.15,37345.15
   1,100,10,64,20,2556.99,2000,1280000,782,0.477,125723.30,143655.96,143655.96
   
2,1000,10,64,20,21758.40,20000,12800000,919,0.561,1086534.42,1167893.07,1167893.07
   ```
   
   </details>
   


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