github-actions[bot] commented on PR #6159:
URL: https://github.com/apache/texera/pull/6159#issuecomment-4885516601

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 1 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `5acb734` 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/28735873181)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 25,344/30,936/30,936 us | 🟢 -14.9% / 
🔴 +104.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 802 | 0.49 | 125,587/135,273/135,273 us | ⚪ 
within ±5% / 🔴 +25.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 914 | 0.558 | 1,097,684/1,127,946/1,127,946 us | 
⚪ within ±5% / 🔴 +10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5acb734` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 394 tuples/sec | 776.36 
tuples/sec | -1.5% | -50.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.241 MB/s | 0.474 MB/s | -1.7% | 
-50.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,344 us | 22,892 us | 12,636 us | +10.7% | 
+100.6% |
   | bs=10 sw=10 sl=64 | p95 | 30,936 us | 36,338 us | 15,143 us | -14.9% | 
+104.3% |
   | bs=10 sw=10 sl=64 | p99 | 30,936 us | 36,338 us | 18,954 us | -14.9% | 
+63.2% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 791 tuples/sec | 985.33 
tuples/sec | +1.4% | -18.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.483 MB/s | 0.601 MB/s | +1.4% | 
-18.5% |
   | bs=100 sw=10 sl=64 | p50 | 125,587 us | 125,876 us | 101,671 us | -0.2% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p95 | 135,273 us | 139,632 us | 107,939 us | -3.1% | 
+25.3% |
   | bs=100 sw=10 sl=64 | p99 | 135,273 us | 139,632 us | 113,798 us | -3.1% | 
+18.9% |
   | bs=1000 sw=10 sl=64 | throughput | 914 tuples/sec | 910 tuples/sec | 1,016 
tuples/sec | +0.4% | -10.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.555 MB/s | 0.62 MB/s | +0.5% | 
-10.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,097,684 us | 1,100,487 us | 989,693 us | 
-0.3% | +10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,127,946 us | 1,150,285 us | 1,028,327 us | 
-1.9% | +9.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,127,946 us | 1,150,285 us | 1,059,969 us | 
-1.9% | +6.4% |
   
   </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
   0,10,10,64,20,515.87,200,128000,388,0.237,25344.00,30936.41,30936.41
   1,100,10,64,20,2492.54,2000,1280000,802,0.490,125587.48,135272.64,135272.64
   
2,1000,10,64,20,21886.68,20000,12800000,914,0.558,1097684.23,1127945.60,1127945.60
   ```
   
   </details>
   


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