github-actions[bot] commented on PR #5941:
URL: https://github.com/apache/texera/pull/5941#issuecomment-4793474898

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `e55d1ab` 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/28128166961)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 25,379/30,630/30,630 us | 🟢 -20.0% / 
🔴 +109.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 784 | 0.479 | 126,437/150,979/150,979 us | 🔴 
+6.0% / 🔴 +50.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 901 | 0.55 | 1,117,026/1,223,286/1,223,286 us | 
🔴 +8.0% / 🔴 +29.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e55d1ab` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 371 tuples/sec | 799.7 
tuples/sec | +4.6% | -51.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.226 MB/s | 0.488 MB/s | +4.9% | 
-51.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,379 us | 23,871 us | 12,125 us | +6.3% | 
+109.3% |
   | bs=10 sw=10 sl=64 | p95 | 30,630 us | 38,293 us | 14,959 us | -20.0% | 
+104.8% |
   | bs=10 sw=10 sl=64 | p99 | 30,630 us | 38,293 us | 18,503 us | -20.0% | 
+65.5% |
   | bs=100 sw=10 sl=64 | throughput | 784 tuples/sec | 798 tuples/sec | 1,069 
tuples/sec | -1.8% | -26.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.479 MB/s | 0.487 MB/s | 0.652 MB/s | -1.6% | 
-26.6% |
   | bs=100 sw=10 sl=64 | p50 | 126,437 us | 125,341 us | 92,709 us | +0.9% | 
+36.4% |
   | bs=100 sw=10 sl=64 | p95 | 150,979 us | 142,410 us | 100,227 us | +6.0% | 
+50.6% |
   | bs=100 sw=10 sl=64 | p99 | 150,979 us | 142,410 us | 109,877 us | +6.0% | 
+37.4% |
   | bs=1000 sw=10 sl=64 | throughput | 901 tuples/sec | 905 tuples/sec | 1,114 
tuples/sec | -0.4% | -19.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.553 MB/s | 0.68 MB/s | -0.5% | 
-19.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,117,026 us | 1,103,964 us | 899,197 us | 
+1.2% | +24.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,223,286 us | 1,132,630 us | 945,162 us | 
+8.0% | +29.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,223,286 us | 1,132,630 us | 986,231 us | 
+8.0% | +24.0% |
   
   </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
   0,10,10,64,20,515.36,200,128000,388,0.237,25379.12,30630.03,30630.03
   1,100,10,64,20,2550.30,2000,1280000,784,0.479,126436.63,150978.95,150978.95
   
2,1000,10,64,20,22206.94,20000,12800000,901,0.550,1117026.12,1223285.73,1223285.73
   ```
   
   </details>
   


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