github-actions[bot] commented on PR #7234:
URL: https://github.com/apache/texera/pull/7234#issuecomment-5150451153

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `19a35b7` 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/30689975199)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 405 | 0.247 | 24,084/28,603/28,603 us | 🟢 -15.5% / 
🔴 +89.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 884 | 0.54 | 108,257/150,692/150,692 us | 🔴 
+10.2% / 🔴 +36.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,078 | 0.658 | 922,606/996,095/996,095 us | ⚪ 
within ±5% / 🟢 -9.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `19a35b7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 405 tuples/sec | 445 tuples/sec | 765.25 
tuples/sec | -9.0% | -47.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.247 MB/s | 0.272 MB/s | 0.467 MB/s | -9.2% | 
-47.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,084 us | 20,922 us | 12,703 us | +15.1% | 
+89.6% |
   | bs=10 sw=10 sl=64 | p95 | 28,603 us | 33,843 us | 16,199 us | -15.5% | 
+76.6% |
   | bs=10 sw=10 sl=64 | p99 | 28,603 us | 33,843 us | 19,557 us | -15.5% | 
+46.3% |
   | bs=100 sw=10 sl=64 | throughput | 884 tuples/sec | 960 tuples/sec | 965.22 
tuples/sec | -7.9% | -8.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.54 MB/s | 0.586 MB/s | 0.589 MB/s | -7.8% | 
-8.3% |
   | bs=100 sw=10 sl=64 | p50 | 108,257 us | 101,540 us | 103,830 us | +6.6% | 
+4.3% |
   | bs=100 sw=10 sl=64 | p95 | 150,692 us | 136,754 us | 110,778 us | +10.2% | 
+36.0% |
   | bs=100 sw=10 sl=64 | p99 | 150,692 us | 136,754 us | 118,713 us | +10.2% | 
+26.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,078 tuples/sec | 1,101 tuples/sec | 
992.33 tuples/sec | -2.1% | +8.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.672 MB/s | 0.606 MB/s | -2.1% 
| +8.6% |
   | bs=1000 sw=10 sl=64 | p50 | 922,606 us | 911,363 us | 1,016,959 us | +1.2% 
| -9.3% |
   | bs=1000 sw=10 sl=64 | p95 | 996,095 us | 953,076 us | 1,062,501 us | +4.5% 
| -6.2% |
   | bs=1000 sw=10 sl=64 | p99 | 996,095 us | 953,076 us | 1,082,611 us | +4.5% 
| -8.0% |
   
   </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
   0,10,10,64,20,493.73,200,128000,405,0.247,24084.26,28603.32,28603.32
   1,100,10,64,20,2262.13,2000,1280000,884,0.540,108257.23,150691.61,150691.61
   
2,1000,10,64,20,18548.22,20000,12800000,1078,0.658,922606.40,996095.13,996095.13
   ```
   
   </details>
   


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