github-actions[bot] commented on PR #6009:
URL: https://github.com/apache/texera/pull/6009#issuecomment-4828070125

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `e5b928f` 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/28341639148)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 392 | 0.239 | 25,158/35,519/35,519 us | 🔴 +19.1% / 
🔴 +131.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 829 | 0.506 | 120,685/135,069/135,069 us | 🔴 
+5.1% / 🔴 +22.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 960 | 0.586 | 1,037,758/1,108,152/1,108,152 us | 
🔴 +5.7% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e5b928f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 392 tuples/sec | 408 tuples/sec | 757.16 
tuples/sec | -3.9% | -48.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.249 MB/s | 0.462 MB/s | -4.0% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,158 us | 21,126 us | 12,971 us | +19.1% | 
+94.0% |
   | bs=10 sw=10 sl=64 | p95 | 35,519 us | 39,144 us | 15,333 us | -9.3% | 
+131.6% |
   | bs=10 sw=10 sl=64 | p99 | 35,519 us | 39,144 us | 18,732 us | -9.3% | 
+89.6% |
   | bs=100 sw=10 sl=64 | throughput | 829 tuples/sec | 860 tuples/sec | 957.66 
tuples/sec | -3.6% | -13.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.506 MB/s | 0.525 MB/s | 0.585 MB/s | -3.6% | 
-13.4% |
   | bs=100 sw=10 sl=64 | p50 | 120,685 us | 114,837 us | 103,982 us | +5.1% | 
+16.1% |
   | bs=100 sw=10 sl=64 | p95 | 135,069 us | 134,460 us | 110,583 us | +0.5% | 
+22.1% |
   | bs=100 sw=10 sl=64 | p99 | 135,069 us | 134,460 us | 118,369 us | +0.5% | 
+14.1% |
   | bs=1000 sw=10 sl=64 | throughput | 960 tuples/sec | 974 tuples/sec | 979.6 
tuples/sec | -1.4% | -2.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.586 MB/s | 0.595 MB/s | 0.598 MB/s | -1.5% 
| -2.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,037,758 us | 1,024,729 us | 1,024,553 us | 
+1.3% | +1.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,108,152 us | 1,047,991 us | 1,063,789 us | 
+5.7% | +4.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,108,152 us | 1,047,991 us | 1,096,239 us | 
+5.7% | +1.1% |
   
   </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
   0,10,10,64,20,509.88,200,128000,392,0.239,25158.05,35519.00,35519.00
   1,100,10,64,20,2413.02,2000,1280000,829,0.506,120684.75,135068.66,135068.66
   
2,1000,10,64,20,20834.66,20000,12800000,960,0.586,1037757.74,1108152.12,1108152.12
   ```
   
   </details>
   


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