github-actions[bot] commented on PR #6001:
URL: https://github.com/apache/texera/pull/6001#issuecomment-4827656666

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `875ef96` 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/28338683548)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 435 | 0.265 | 22,628/38,678/38,678 us | 🔴 +20.6% / 
🔴 +152.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 961 | 0.587 | 103,044/113,848/113,848 us | ⚪ 
within ±5% / ⚪ within ±5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,113 | 0.679 | 902,930/934,127/934,127 us | ⚪ 
within ±5% / 🟢 -14.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `875ef96` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 435 tuples/sec | 486 tuples/sec | 757.16 
tuples/sec | -10.5% | -42.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.265 MB/s | 0.297 MB/s | 0.462 MB/s | -10.8% | 
-42.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,628 us | 19,653 us | 12,971 us | +15.1% | 
+74.4% |
   | bs=10 sw=10 sl=64 | p95 | 38,678 us | 32,074 us | 15,333 us | +20.6% | 
+152.2% |
   | bs=10 sw=10 sl=64 | p99 | 38,678 us | 32,074 us | 18,732 us | +20.6% | 
+106.5% |
   | bs=100 sw=10 sl=64 | throughput | 961 tuples/sec | 972 tuples/sec | 957.66 
tuples/sec | -1.1% | +0.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.587 MB/s | 0.593 MB/s | 0.585 MB/s | -1.0% | 
+0.4% |
   | bs=100 sw=10 sl=64 | p50 | 103,044 us | 102,359 us | 103,982 us | +0.7% | 
-0.9% |
   | bs=100 sw=10 sl=64 | p95 | 113,848 us | 112,374 us | 110,583 us | +1.3% | 
+3.0% |
   | bs=100 sw=10 sl=64 | p99 | 113,848 us | 112,374 us | 118,369 us | +1.3% | 
-3.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,113 tuples/sec | 1,107 tuples/sec | 
979.6 tuples/sec | +0.5% | +13.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.679 MB/s | 0.676 MB/s | 0.598 MB/s | +0.4% 
| +13.6% |
   | bs=1000 sw=10 sl=64 | p50 | 902,930 us | 906,490 us | 1,024,553 us | -0.4% 
| -11.9% |
   | bs=1000 sw=10 sl=64 | p95 | 934,127 us | 951,784 us | 1,063,789 us | -1.9% 
| -12.2% |
   | bs=1000 sw=10 sl=64 | p99 | 934,127 us | 951,784 us | 1,096,239 us | -1.9% 
| -14.8% |
   
   </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
   0,10,10,64,20,459.88,200,128000,435,0.265,22627.92,38678.03,38678.03
   1,100,10,64,20,2080.34,2000,1280000,961,0.587,103043.85,113848.47,113848.47
   
2,1000,10,64,20,17972.38,20000,12800000,1113,0.679,902929.77,934126.62,934126.62
   ```
   
   </details>
   


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