github-actions[bot] commented on PR #5710:
URL: https://github.com/apache/texera/pull/5710#issuecomment-4700837031

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `b21540d` 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/27489684165)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 439 | 0.268 | 21,868/31,460/31,460 us | 🔴 +7.2% / 
🟢 -10.1% |
   | 🟢 | bs=100 sw=10 sl=64 | 978 | 0.597 | 101,180/121,171/121,171 us | 🟢 
-14.6% / 🟢 -13.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,114 | 0.68 | 899,002/942,872/942,872 us | ⚪ 
within ±5% / 🟢 -7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b21540d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 439 tuples/sec | 449 tuples/sec | 410.82 
tuples/sec | -2.2% | +6.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.268 MB/s | 0.274 MB/s | 0.251 MB/s | -2.2% | 
+6.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,868 us | 20,401 us | 23,785 us | +7.2% | 
-8.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,460 us | 33,383 us | 34,980 us | -5.8% | 
-10.1% |
   | bs=10 sw=10 sl=64 | p99 | 31,460 us | 33,383 us | 34,980 us | -5.8% | 
-10.1% |
   | bs=100 sw=10 sl=64 | throughput | 978 tuples/sec | 982 tuples/sec | 891.94 
tuples/sec | -0.4% | +9.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.597 MB/s | 0.599 MB/s | 0.544 MB/s | -0.3% | 
+9.7% |
   | bs=100 sw=10 sl=64 | p50 | 101,180 us | 98,103 us | 112,277 us | +3.1% | 
-9.9% |
   | bs=100 sw=10 sl=64 | p95 | 121,171 us | 141,807 us | 139,802 us | -14.6% | 
-13.3% |
   | bs=100 sw=10 sl=64 | p99 | 121,171 us | 141,807 us | 139,802 us | -14.6% | 
-13.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,114 tuples/sec | 1,123 tuples/sec | 
1,041 tuples/sec | -0.8% | +7.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.68 MB/s | 0.685 MB/s | 0.635 MB/s | -0.7% | 
+7.0% |
   | bs=1000 sw=10 sl=64 | p50 | 899,002 us | 882,140 us | 972,714 us | +1.9% | 
-7.6% |
   | bs=1000 sw=10 sl=64 | p95 | 942,872 us | 941,513 us | 1,023,057 us | +0.1% 
| -7.8% |
   | bs=1000 sw=10 sl=64 | p99 | 942,872 us | 941,513 us | 1,023,057 us | +0.1% 
| -7.8% |
   
   </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
   0,10,10,64,20,455.26,200,128000,439,0.268,21867.75,31460.17,31460.17
   1,100,10,64,20,2045.34,2000,1280000,978,0.597,101180.27,121171.38,121171.38
   
2,1000,10,64,20,17953.40,20000,12800000,1114,0.680,899002.02,942871.66,942871.66
   ```
   
   </details>
   


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