github-actions[bot] commented on PR #7752:
URL: https://github.com/apache/texera/pull/7752#issuecomment-5325404512

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `60300e3` 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/32108218856)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 383 | 0.234 | 25,016/36,384/36,384 us | 🔴 +20.1% / 
🔴 +127.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 870 | 0.531 | 108,428/176,474/176,474 us | 🔴 
+47.0% / 🔴 +64.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,068 | 0.652 | 933,296/1,024,407/1,024,407 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `60300e3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 383 tuples/sec | 431 tuples/sec | 779.07 
tuples/sec | -11.1% | -50.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.263 MB/s | 0.476 MB/s | -11.0% | 
-50.8% |
   | bs=10 sw=10 sl=64 | p50 | 25,016 us | 20,833 us | 12,818 us | +20.1% | 
+95.2% |
   | bs=10 sw=10 sl=64 | p95 | 36,384 us | 35,917 us | 15,986 us | +1.3% | 
+127.6% |
   | bs=10 sw=10 sl=64 | p99 | 36,384 us | 35,917 us | 19,339 us | +1.3% | 
+88.1% |
   | bs=100 sw=10 sl=64 | throughput | 870 tuples/sec | 966 tuples/sec | 1,011 
tuples/sec | -9.9% | -14.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.531 MB/s | 0.59 MB/s | 0.617 MB/s | -10.0% | 
-14.0% |
   | bs=100 sw=10 sl=64 | p50 | 108,428 us | 104,259 us | 100,965 us | +4.0% | 
+7.4% |
   | bs=100 sw=10 sl=64 | p95 | 176,474 us | 120,021 us | 107,295 us | +47.0% | 
+64.5% |
   | bs=100 sw=10 sl=64 | p99 | 176,474 us | 120,021 us | 115,531 us | +47.0% | 
+52.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,068 tuples/sec | 1,082 tuples/sec | 
1,049 tuples/sec | -1.3% | +1.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.652 MB/s | 0.66 MB/s | 0.64 MB/s | -1.2% | 
+1.9% |
   | bs=1000 sw=10 sl=64 | p50 | 933,296 us | 912,902 us | 978,248 us | +2.2% | 
-4.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,024,407 us | 1,045,784 us | 1,021,881 us | 
-2.0% | +0.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,024,407 us | 1,045,784 us | 1,050,075 us | 
-2.0% | -2.4% |
   
   </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
   0,10,10,64,20,521.78,200,128000,383,0.234,25016.47,36383.94,36383.94
   1,100,10,64,20,2299.01,2000,1280000,870,0.531,108428.17,176473.83,176473.83
   
2,1000,10,64,20,18728.94,20000,12800000,1068,0.652,933295.95,1024407.38,1024407.38
   ```
   
   </details>
   


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