github-actions[bot] commented on PR #7710:
URL: https://github.com/apache/texera/pull/7710#issuecomment-5311176966

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `9d58135` 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/31988634790)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 404 | 0.246 | 23,707/30,775/30,775 us | 🟢 -16.5% / 
🔴 +90.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 800 | 0.488 | 124,880/146,676/146,676 us | 🟢 
-5.2% / 🔴 +38.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 910 | 0.555 | 1,099,506/1,183,774/1,183,774 us | 
⚪ within ±5% / 🔴 +17.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `9d58135` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 404 tuples/sec | 403 tuples/sec | 784.16 
tuples/sec | +0.2% | -48.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.246 MB/s | 0.246 MB/s | 0.479 MB/s | 0.0% | 
-48.6% |
   | bs=10 sw=10 sl=64 | p50 | 23,707 us | 22,553 us | 12,626 us | +5.1% | 
+87.8% |
   | bs=10 sw=10 sl=64 | p95 | 30,775 us | 36,877 us | 16,169 us | -16.5% | 
+90.3% |
   | bs=10 sw=10 sl=64 | p99 | 30,775 us | 36,877 us | 18,986 us | -16.5% | 
+62.1% |
   | bs=100 sw=10 sl=64 | throughput | 800 tuples/sec | 794 tuples/sec | 1,023 
tuples/sec | +0.8% | -21.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.485 MB/s | 0.625 MB/s | +0.6% | 
-21.9% |
   | bs=100 sw=10 sl=64 | p50 | 124,880 us | 122,346 us | 99,185 us | +2.1% | 
+25.9% |
   | bs=100 sw=10 sl=64 | p95 | 146,676 us | 154,705 us | 105,616 us | -5.2% | 
+38.9% |
   | bs=100 sw=10 sl=64 | p99 | 146,676 us | 154,705 us | 113,681 us | -5.2% | 
+29.0% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 904 tuples/sec | 1,057 
tuples/sec | +0.7% | -13.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.552 MB/s | 0.645 MB/s | +0.5% 
| -13.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,099,506 us | 1,109,023 us | 965,435 us | 
-0.9% | +13.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,183,774 us | 1,150,646 us | 1,012,135 us | 
+2.9% | +17.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,183,774 us | 1,150,646 us | 1,042,088 us | 
+2.9% | +13.6% |
   
   </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
   0,10,10,64,20,495.48,200,128000,404,0.246,23706.71,30774.88,30774.88
   1,100,10,64,20,2499.84,2000,1280000,800,0.488,124879.76,146675.81,146675.81
   
2,1000,10,64,20,21984.73,20000,12800000,910,0.555,1099506.46,1183774.42,1183774.42
   ```
   
   </details>
   


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