github-actions[bot] commented on PR #8920:
URL: https://github.com/apache/texera/pull/8920#issuecomment-6054496144

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `40b507d` 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/37740832472)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 655 | 0.4 | 14,390/18,891/18,891 us | 🟢 -9.0% / 🔴 
+39.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,179 | 0.719 | 85,743/95,169/95,169 us | 🔴 +6.3% 
/ 🟢 -10.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,505 | 0.919 | 661,583/727,983/727,983 us | ⚪ 
within ±5% / 🟢 -23.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `40b507d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 655 tuples/sec | 701 tuples/sec | 960.16 
tuples/sec | -6.6% | -31.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.4 MB/s | 0.428 MB/s | 0.586 MB/s | -6.5% | 
-31.7% |
   | bs=10 sw=10 sl=64 | p50 | 14,390 us | 13,899 us | 11,059 us | +3.5% | 
+30.1% |
   | bs=10 sw=10 sl=64 | p95 | 18,891 us | 20,765 us | 13,567 us | -9.0% | 
+39.2% |
   | bs=10 sw=10 sl=64 | p99 | 18,891 us | 20,765 us | 16,824 us | -9.0% | 
+12.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,179 tuples/sec | 1,198 tuples/sec | 
1,235 tuples/sec | -1.6% | -4.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.719 MB/s | 0.731 MB/s | 0.754 MB/s | -1.6% | 
-4.6% |
   | bs=100 sw=10 sl=64 | p50 | 85,743 us | 80,677 us | 87,809 us | +6.3% | 
-2.4% |
   | bs=100 sw=10 sl=64 | p95 | 95,169 us | 100,763 us | 93,907 us | -5.6% | 
+1.3% |
   | bs=100 sw=10 sl=64 | p99 | 95,169 us | 100,763 us | 106,076 us | -5.6% | 
-10.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,505 tuples/sec | 1,510 tuples/sec | 
1,272 tuples/sec | -0.3% | +18.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.919 MB/s | 0.922 MB/s | 0.776 MB/s | -0.3% 
| +18.4% |
   | bs=1000 sw=10 sl=64 | p50 | 661,583 us | 656,112 us | 863,168 us | +0.8% | 
-23.4% |
   | bs=1000 sw=10 sl=64 | p95 | 727,983 us | 724,812 us | 907,700 us | +0.4% | 
-19.8% |
   | bs=1000 sw=10 sl=64 | p99 | 727,983 us | 724,812 us | 933,684 us | +0.4% | 
-22.0% |
   
   </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
   0,10,10,64,20,305.19,200,128000,655,0.400,14390.23,18890.74,18890.74
   1,100,10,64,20,1696.67,2000,1280000,1179,0.719,85742.89,95168.83,95168.83
   
2,1000,10,64,20,13288.34,20000,12800000,1505,0.919,661583.19,727983.11,727983.11
   ```
   
   </details>
   


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