github-actions[bot] commented on PR #6048:
URL: https://github.com/apache/texera/pull/6048#issuecomment-4858925003

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `baca3f9` 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/28538827035)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 452 | 0.276 | 22,114/28,815/28,815 us | 🔴 +10.9% / 
🔴 +94.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 935 | 0.57 | 104,162/158,675/158,675 us | 🔴 
+26.4% / 🔴 +48.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,105 | 0.675 | 907,912/949,980/949,980 us | ⚪ 
within ±5% / 🟢 -9.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `baca3f9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 452 tuples/sec | 466 tuples/sec | 786.27 
tuples/sec | -3.0% | -42.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.276 MB/s | 0.284 MB/s | 0.48 MB/s | -2.8% | 
-42.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,114 us | 19,942 us | 12,495 us | +10.9% | 
+77.0% |
   | bs=10 sw=10 sl=64 | p95 | 28,815 us | 30,514 us | 14,784 us | -5.6% | 
+94.9% |
   | bs=10 sw=10 sl=64 | p99 | 28,815 us | 30,514 us | 18,468 us | -5.6% | 
+56.0% |
   | bs=100 sw=10 sl=64 | throughput | 935 tuples/sec | 994 tuples/sec | 991.49 
tuples/sec | -5.9% | -5.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.607 MB/s | 0.605 MB/s | -6.1% | 
-5.8% |
   | bs=100 sw=10 sl=64 | p50 | 104,162 us | 97,253 us | 100,929 us | +7.1% | 
+3.2% |
   | bs=100 sw=10 sl=64 | p95 | 158,675 us | 125,580 us | 106,894 us | +26.4% | 
+48.4% |
   | bs=100 sw=10 sl=64 | p99 | 158,675 us | 125,580 us | 114,085 us | +26.4% | 
+39.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,105 tuples/sec | 1,114 tuples/sec | 
1,023 tuples/sec | -0.8% | +8.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.675 MB/s | 0.68 MB/s | 0.624 MB/s | -0.7% | 
+8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 907,912 us | 898,247 us | 983,835 us | +1.1% | 
-7.7% |
   | bs=1000 sw=10 sl=64 | p95 | 949,980 us | 999,338 us | 1,023,777 us | -4.9% 
| -7.2% |
   | bs=1000 sw=10 sl=64 | p99 | 949,980 us | 999,338 us | 1,053,883 us | -4.9% 
| -9.9% |
   
   </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
   0,10,10,64,20,442.28,200,128000,452,0.276,22114.42,28814.86,28814.86
   1,100,10,64,20,2140.04,2000,1280000,935,0.570,104161.56,158674.63,158674.63
   
2,1000,10,64,20,18093.38,20000,12800000,1105,0.675,907911.68,949980.25,949980.25
   ```
   
   </details>
   


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