github-actions[bot] commented on PR #5790:
URL: https://github.com/apache/texera/pull/5790#issuecomment-4749201004

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27808098336)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 424 | 0.259 | 23,939/34,546/34,546 us | 🔴 +26.9% / 
⚪ within ±5% |
   | ⚪ | bs=100 sw=10 sl=64 | 932 | 0.569 | 104,294/147,693/147,693 us | ⚪ 
within ±5% / 🟢 -7.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,087 | 0.664 | 919,387/1,023,222/1,023,222 us | 
🔴 +9.2% / 🟢 -5.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 424 tuples/sec | 456 tuples/sec | 410.82 
tuples/sec | -7.0% | +3.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.259 MB/s | 0.278 MB/s | 0.251 MB/s | -6.8% | 
+3.3% |
   | bs=10 sw=10 sl=64 | p50 | 23,939 us | 18,864 us | 23,785 us | +26.9% | 
+0.6% |
   | bs=10 sw=10 sl=64 | p95 | 34,546 us | 31,922 us | 34,980 us | +8.2% | 
-1.2% |
   | bs=10 sw=10 sl=64 | p99 | 34,546 us | 31,922 us | 34,980 us | +8.2% | 
-1.2% |
   | bs=100 sw=10 sl=64 | throughput | 932 tuples/sec | 914 tuples/sec | 891.94 
tuples/sec | +2.0% | +4.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.558 MB/s | 0.544 MB/s | +2.0% | 
+4.5% |
   | bs=100 sw=10 sl=64 | p50 | 104,294 us | 104,885 us | 112,277 us | -0.6% | 
-7.1% |
   | bs=100 sw=10 sl=64 | p95 | 147,693 us | 142,874 us | 139,802 us | +3.4% | 
+5.6% |
   | bs=100 sw=10 sl=64 | p99 | 147,693 us | 142,874 us | 139,802 us | +3.4% | 
+5.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,087 tuples/sec | 1,115 tuples/sec | 
1,041 tuples/sec | -2.5% | +4.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.664 MB/s | 0.681 MB/s | 0.635 MB/s | -2.5% 
| +4.5% |
   | bs=1000 sw=10 sl=64 | p50 | 919,387 us | 899,773 us | 972,714 us | +2.2% | 
-5.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,023,222 us | 936,880 us | 1,023,057 us | 
+9.2% | +0.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,023,222 us | 936,880 us | 1,023,057 us | 
+9.2% | +0.0% |
   
   </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
   0,10,10,64,20,471.34,200,128000,424,0.259,23938.92,34546.20,34546.20
   1,100,10,64,20,2146.87,2000,1280000,932,0.569,104293.74,147692.57,147692.57
   
2,1000,10,64,20,18391.39,20000,12800000,1087,0.664,919387.06,1023222.02,1023222.02
   ```
   
   </details>
   


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