github-actions[bot] commented on PR #6437:
URL: https://github.com/apache/texera/pull/6437#issuecomment-4982898860

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `181e38b` 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/29393770072)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.228 | 26,923/32,355/32,355 us | 🔴 +13.4% / 
🔴 +131.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 793 | 0.484 | 125,476/134,482/134,482 us | ⚪ 
within ±5% / 🔴 +37.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,100,195/1,126,374/1,126,374 us | 
⚪ within ±5% / 🔴 +21.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `181e38b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 411 tuples/sec | 847.3 
tuples/sec | -9.2% | -56.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.251 MB/s | 0.517 MB/s | -9.2% | 
-55.9% |
   | bs=10 sw=10 sl=64 | p50 | 26,923 us | 23,740 us | 11,621 us | +13.4% | 
+131.7% |
   | bs=10 sw=10 sl=64 | p95 | 32,355 us | 35,239 us | 14,154 us | -8.2% | 
+128.6% |
   | bs=10 sw=10 sl=64 | p99 | 32,355 us | 35,239 us | 19,069 us | -8.2% | 
+69.7% |
   | bs=100 sw=10 sl=64 | throughput | 793 tuples/sec | 831 tuples/sec | 1,104 
tuples/sec | -4.6% | -28.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.484 MB/s | 0.507 MB/s | 0.674 MB/s | -4.5% | 
-28.2% |
   | bs=100 sw=10 sl=64 | p50 | 125,476 us | 120,718 us | 91,279 us | +3.9% | 
+37.5% |
   | bs=100 sw=10 sl=64 | p95 | 134,482 us | 131,993 us | 97,771 us | +1.9% | 
+37.5% |
   | bs=100 sw=10 sl=64 | p99 | 134,482 us | 131,993 us | 107,798 us | +1.9% | 
+24.8% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 932 tuples/sec | 1,127 
tuples/sec | -2.0% | -19.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.569 MB/s | 0.688 MB/s | -2.1% 
| -19.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,100,195 us | 1,075,607 us | 902,553 us | 
+2.3% | +21.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,126,374 us | 1,101,228 us | 941,491 us | 
+2.3% | +19.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,126,374 us | 1,101,228 us | 979,025 us | 
+2.3% | +15.1% |
   
   </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
   0,10,10,64,20,536.36,200,128000,373,0.228,26923.17,32355.08,32355.08
   1,100,10,64,20,2522.41,2000,1280000,793,0.484,125475.72,134482.36,134482.36
   
2,1000,10,64,20,21901.91,20000,12800000,913,0.557,1100194.50,1126374.01,1126374.01
   ```
   
   </details>
   


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