github-actions[bot] commented on PR #9000:
URL: https://github.com/apache/texera/pull/9000#issuecomment-6201450048

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 3 better · 🔴 7 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `7426431` 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/38783164276)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 421 | 0.257 | 22,449/31,204/31,204 us | 🟢 -13.3% / 
🔴 +113.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 860 | 0.525 | 110,861/176,238/176,238 us | 🔴 
+13.2% / 🔴 +75.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,009 | 0.616 | 984,274/1,103,013/1,103,013 us | 
🔴 +8.9% / 🔴 +19.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7426431` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 421 tuples/sec | 426 tuples/sec | 912.36 
tuples/sec | -1.2% | -53.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.257 MB/s | 0.26 MB/s | 0.557 MB/s | -1.2% | 
-53.8% |
   | bs=10 sw=10 sl=64 | p50 | 22,449 us | 23,686 us | 11,391 us | -5.2% | 
+97.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,204 us | 36,000 us | 14,608 us | -13.3% | 
+113.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,204 us | 36,000 us | 17,250 us | -13.3% | 
+80.9% |
   | bs=100 sw=10 sl=64 | throughput | 860 tuples/sec | 923 tuples/sec | 1,161 
tuples/sec | -6.8% | -25.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.525 MB/s | 0.564 MB/s | 0.709 MB/s | -6.9% | 
-25.9% |
   | bs=100 sw=10 sl=64 | p50 | 110,861 us | 103,538 us | 91,471 us | +7.1% | 
+21.2% |
   | bs=100 sw=10 sl=64 | p95 | 176,238 us | 155,731 us | 100,192 us | +13.2% | 
+75.9% |
   | bs=100 sw=10 sl=64 | p99 | 176,238 us | 155,731 us | 119,565 us | +13.2% | 
+47.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,009 tuples/sec | 1,038 tuples/sec | 
1,226 tuples/sec | -2.8% | -17.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.616 MB/s | 0.633 MB/s | 0.748 MB/s | -2.7% 
| -17.7% |
   | bs=1000 sw=10 sl=64 | p50 | 984,274 us | 957,187 us | 887,282 us | +2.8% | 
+10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,103,013 us | 1,012,905 us | 924,352 us | 
+8.9% | +19.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,103,013 us | 1,012,905 us | 951,858 us | 
+8.9% | +15.9% |
   
   </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
   0,10,10,64,20,475.04,200,128000,421,0.257,22449.44,31203.88,31203.88
   1,100,10,64,20,2326.11,2000,1280000,860,0.525,110860.73,176238.45,176238.45
   
2,1000,10,64,20,19820.74,20000,12800000,1009,0.616,984273.99,1103013.20,1103013.20
   ```
   
   </details>
   


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