github-actions[bot] commented on PR #7172:
URL: https://github.com/apache/texera/pull/7172#issuecomment-5145104283

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 1 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `45b7b20` 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/30646532746)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.228 | 27,978/33,996/33,996 us | 🔴 +31.2% / 
🔴 +120.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 798 | 0.487 | 122,550/153,572/153,572 us | ⚪ 
within ±5% / 🔴 +38.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 944 | 0.576 | 1,063,201/1,101,918/1,101,918 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `45b7b20` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 390 tuples/sec | 765.25 
tuples/sec | -4.4% | -51.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.238 MB/s | 0.467 MB/s | -4.2% | 
-51.2% |
   | bs=10 sw=10 sl=64 | p50 | 27,978 us | 21,330 us | 12,703 us | +31.2% | 
+120.2% |
   | bs=10 sw=10 sl=64 | p95 | 33,996 us | 35,826 us | 16,199 us | -5.1% | 
+109.9% |
   | bs=10 sw=10 sl=64 | p99 | 33,996 us | 35,826 us | 19,557 us | -5.1% | 
+73.8% |
   | bs=100 sw=10 sl=64 | throughput | 798 tuples/sec | 816 tuples/sec | 965.22 
tuples/sec | -2.2% | -17.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.487 MB/s | 0.498 MB/s | 0.589 MB/s | -2.2% | 
-17.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,550 us | 120,230 us | 103,830 us | +1.9% | 
+18.0% |
   | bs=100 sw=10 sl=64 | p95 | 153,572 us | 150,434 us | 110,778 us | +2.1% | 
+38.6% |
   | bs=100 sw=10 sl=64 | p99 | 153,572 us | 150,434 us | 118,713 us | +2.1% | 
+29.4% |
   | bs=1000 sw=10 sl=64 | throughput | 944 tuples/sec | 946 tuples/sec | 
992.33 tuples/sec | -0.2% | -4.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.576 MB/s | 0.577 MB/s | 0.606 MB/s | -0.2% 
| -4.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,063,201 us | 1,060,587 us | 1,016,959 us | 
+0.2% | +4.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,101,918 us | 1,089,040 us | 1,062,501 us | 
+1.2% | +3.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,101,918 us | 1,089,040 us | 1,082,611 us | 
+1.2% | +1.8% |
   
   </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
   0,10,10,64,20,536.04,200,128000,373,0.228,27977.62,33995.79,33995.79
   1,100,10,64,20,2507.15,2000,1280000,798,0.487,122549.83,153571.55,153571.55
   
2,1000,10,64,20,21175.79,20000,12800000,944,0.576,1063201.25,1101917.85,1101917.85
   ```
   
   </details>
   


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