github-actions[bot] commented on PR #6659:
URL: https://github.com/apache/texera/pull/6659#issuecomment-5027538348

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `f14cd39` 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/29780595281)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 383 | 0.234 | 23,362/40,683/40,683 us | 🔴 +43.8% / 
🔴 +160.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 978 | 0.597 | 102,447/116,020/116,020 us | 🟢 
-8.5% / 🔴 +9.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,101 | 0.672 | 909,178/956,762/956,762 us | ⚪ 
within ±5% / 🟢 -8.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f14cd39` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 383 tuples/sec | 472 tuples/sec | 767.23 
tuples/sec | -18.9% | -50.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.288 MB/s | 0.468 MB/s | -18.7% | 
-50.0% |
   | bs=10 sw=10 sl=64 | p50 | 23,362 us | 21,940 us | 12,705 us | +6.5% | 
+83.9% |
   | bs=10 sw=10 sl=64 | p95 | 40,683 us | 28,298 us | 15,633 us | +43.8% | 
+160.2% |
   | bs=10 sw=10 sl=64 | p99 | 40,683 us | 28,298 us | 20,214 us | +43.8% | 
+101.3% |
   | bs=100 sw=10 sl=64 | throughput | 978 tuples/sec | 967 tuples/sec | 1,001 
tuples/sec | +1.1% | -2.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.597 MB/s | 0.59 MB/s | 0.611 MB/s | +1.2% | 
-2.3% |
   | bs=100 sw=10 sl=64 | p50 | 102,447 us | 102,117 us | 99,949 us | +0.3% | 
+2.5% |
   | bs=100 sw=10 sl=64 | p95 | 116,020 us | 126,840 us | 105,996 us | -8.5% | 
+9.5% |
   | bs=100 sw=10 sl=64 | p99 | 116,020 us | 126,840 us | 117,999 us | -8.5% | 
-1.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,101 tuples/sec | 1,118 tuples/sec | 
1,033 tuples/sec | -1.5% | +6.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.672 MB/s | 0.682 MB/s | 0.631 MB/s | -1.5% 
| +6.6% |
   | bs=1000 sw=10 sl=64 | p50 | 909,178 us | 892,838 us | 974,571 us | +1.8% | 
-6.7% |
   | bs=1000 sw=10 sl=64 | p95 | 956,762 us | 968,743 us | 1,016,467 us | -1.2% 
| -5.9% |
   | bs=1000 sw=10 sl=64 | p99 | 956,762 us | 968,743 us | 1,048,798 us | -1.2% 
| -8.8% |
   
   </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
   0,10,10,64,20,522.44,200,128000,383,0.234,23362.02,40682.61,40682.61
   1,100,10,64,20,2045.23,2000,1280000,978,0.597,102447.28,116019.93,116019.93
   
2,1000,10,64,20,18167.77,20000,12800000,1101,0.672,909177.74,956761.97,956761.97
   ```
   
   </details>
   


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