github-actions[bot] commented on PR #6811:
URL: https://github.com/apache/texera/pull/6811#issuecomment-5052983215

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `87ec5f2` 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/29968692891)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 425 | 0.259 | 21,897/33,240/33,240 us | 🔴 +12.9% / 
🔴 +106.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 955 | 0.583 | 102,484/135,507/135,507 us | ⚪ 
within ±5% / 🔴 +26.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,106 | 0.675 | 895,395/1,078,033/1,078,033 us | 
🔴 +14.2% / 🟢 -9.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `87ec5f2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 425 tuples/sec | 482 tuples/sec | 760.2 
tuples/sec | -11.8% | -44.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.259 MB/s | 0.294 MB/s | 0.464 MB/s | -11.9% | 
-44.2% |
   | bs=10 sw=10 sl=64 | p50 | 21,897 us | 20,572 us | 12,781 us | +6.4% | 
+71.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,240 us | 29,451 us | 16,118 us | +12.9% | 
+106.2% |
   | bs=10 sw=10 sl=64 | p99 | 33,240 us | 29,451 us | 19,074 us | +12.9% | 
+74.3% |
   | bs=100 sw=10 sl=64 | throughput | 955 tuples/sec | 964 tuples/sec | 988.68 
tuples/sec | -0.9% | -3.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.583 MB/s | 0.588 MB/s | 0.603 MB/s | -0.9% | 
-3.4% |
   | bs=100 sw=10 sl=64 | p50 | 102,484 us | 103,940 us | 101,448 us | -1.4% | 
+1.0% |
   | bs=100 sw=10 sl=64 | p95 | 135,507 us | 132,704 us | 107,410 us | +2.1% | 
+26.2% |
   | bs=100 sw=10 sl=64 | p99 | 135,507 us | 132,704 us | 120,258 us | +2.1% | 
+12.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,106 tuples/sec | 1,107 tuples/sec | 
1,023 tuples/sec | -0.1% | +8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.675 MB/s | 0.676 MB/s | 0.624 MB/s | -0.1% 
| +8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 895,395 us | 909,780 us | 983,888 us | -1.6% | 
-9.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,078,033 us | 944,086 us | 1,030,100 us | 
+14.2% | +4.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,078,033 us | 944,086 us | 1,056,513 us | 
+14.2% | +2.0% |
   
   </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
   0,10,10,64,20,470.74,200,128000,425,0.259,21897.25,33239.60,33239.60
   1,100,10,64,20,2094.93,2000,1280000,955,0.583,102483.61,135507.28,135507.28
   
2,1000,10,64,20,18090.66,20000,12800000,1106,0.675,895394.87,1078033.09,1078033.09
   ```
   
   </details>
   


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