github-actions[bot] commented on PR #6140:
URL: https://github.com/apache/texera/pull/6140#issuecomment-4885217082

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `7d21555` 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/28733009510)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 406 | 0.248 | 25,743/31,607/31,607 us | 🔴 +15.3% / 
🔴 +108.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 805 | 0.491 | 122,269/143,054/143,054 us | 🟢 
-12.4% / 🔴 +32.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 934 | 0.57 | 1,073,531/1,124,603/1,124,603 us | 
⚪ within ±5% / 🔴 +9.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7d21555` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 418 tuples/sec | 776.36 
tuples/sec | -2.9% | -47.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.255 MB/s | 0.474 MB/s | -2.7% | 
-47.7% |
   | bs=10 sw=10 sl=64 | p50 | 25,743 us | 22,329 us | 12,636 us | +15.3% | 
+103.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,607 us | 36,423 us | 15,143 us | -13.2% | 
+108.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,607 us | 36,423 us | 18,954 us | -13.2% | 
+66.8% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 836 tuples/sec | 985.33 
tuples/sec | -3.7% | -18.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.51 MB/s | 0.601 MB/s | -3.7% | 
-18.4% |
   | bs=100 sw=10 sl=64 | p50 | 122,269 us | 117,919 us | 101,671 us | +3.7% | 
+20.3% |
   | bs=100 sw=10 sl=64 | p95 | 143,054 us | 163,364 us | 107,939 us | -12.4% | 
+32.5% |
   | bs=100 sw=10 sl=64 | p99 | 143,054 us | 163,364 us | 113,798 us | -12.4% | 
+25.7% |
   | bs=1000 sw=10 sl=64 | throughput | 934 tuples/sec | 942 tuples/sec | 1,016 
tuples/sec | -0.8% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.575 MB/s | 0.62 MB/s | -0.9% | 
-8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,073,531 us | 1,057,381 us | 989,693 us | 
+1.5% | +8.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,124,603 us | 1,104,292 us | 1,028,327 us | 
+1.8% | +9.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,124,603 us | 1,104,292 us | 1,059,969 us | 
+1.8% | +6.1% |
   
   </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
   0,10,10,64,20,492.76,200,128000,406,0.248,25743.14,31606.95,31606.95
   1,100,10,64,20,2484.48,2000,1280000,805,0.491,122269.04,143054.45,143054.45
   
2,1000,10,64,20,21409.34,20000,12800000,934,0.570,1073531.41,1124603.11,1124603.11
   ```
   
   </details>
   


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