github-actions[bot] commented on PR #8550:
URL: https://github.com/apache/texera/pull/8550#issuecomment-5690499396

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `84b6c90` 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/35042552420)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 406 | 0.248 | 25,520/30,418/30,418 us | 🔴 +25.6% / 
🔴 +108.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 926 | 0.565 | 107,262/133,195/133,195 us | 🔴 
+11.3% / 🔴 +30.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,069 | 0.653 | 933,015/1,015,845/1,015,845 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `84b6c90` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 468 tuples/sec | 815.42 
tuples/sec | -13.2% | -50.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.286 MB/s | 0.498 MB/s | -13.3% | 
-50.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,520 us | 20,311 us | 12,250 us | +25.6% | 
+108.3% |
   | bs=10 sw=10 sl=64 | p95 | 30,418 us | 30,979 us | 15,390 us | -1.8% | 
+97.6% |
   | bs=10 sw=10 sl=64 | p99 | 30,418 us | 30,979 us | 19,658 us | -1.8% | 
+54.7% |
   | bs=100 sw=10 sl=64 | throughput | 926 tuples/sec | 978 tuples/sec | 1,068 
tuples/sec | -5.3% | -13.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.597 MB/s | 0.652 MB/s | -5.4% | 
-13.3% |
   | bs=100 sw=10 sl=64 | p50 | 107,262 us | 101,979 us | 95,665 us | +5.2% | 
+12.1% |
   | bs=100 sw=10 sl=64 | p95 | 133,195 us | 119,645 us | 102,266 us | +11.3% | 
+30.2% |
   | bs=100 sw=10 sl=64 | p99 | 133,195 us | 119,645 us | 113,877 us | +11.3% | 
+17.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,069 tuples/sec | 1,088 tuples/sec | 
1,097 tuples/sec | -1.7% | -2.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.653 MB/s | 0.664 MB/s | 0.67 MB/s | -1.7% | 
-2.5% |
   | bs=1000 sw=10 sl=64 | p50 | 933,015 us | 919,123 us | 939,401 us | +1.5% | 
-0.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,015,845 us | 989,868 us | 981,525 us | +2.6% 
| +3.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,015,845 us | 989,868 us | 1,012,677 us | 
+2.6% | +0.3% |
   
   </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
   0,10,10,64,20,492.45,200,128000,406,0.248,25519.76,30417.64,30417.64
   1,100,10,64,20,2159.05,2000,1280000,926,0.565,107261.81,133194.89,133194.89
   
2,1000,10,64,20,18701.78,20000,12800000,1069,0.653,933015.06,1015844.60,1015844.60
   ```
   
   </details>
   


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