github-actions[bot] commented on PR #8877:
URL: https://github.com/apache/texera/pull/8877#issuecomment-6012173866

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 5 better · 🔴 7 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `b43d465` 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/37433907747)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 475 | 0.29 | 19,483/27,765/27,765 us | 🟢 -18.4% / 
🔴 +105.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 949 | 0.579 | 104,732/160,020/160,020 us | 🔴 
+21.4% / 🔴 +70.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,134 | 0.692 | 876,289/1,001,636/1,001,636 us | 
🔴 +7.6% / 🔴 -10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b43d465` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 475 tuples/sec | 441 tuples/sec | 962.17 
tuples/sec | +7.7% | -50.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.29 MB/s | 0.269 MB/s | 0.587 MB/s | +7.8% | 
-50.6% |
   | bs=10 sw=10 sl=64 | p50 | 19,483 us | 23,865 us | 11,046 us | -18.4% | 
+76.4% |
   | bs=10 sw=10 sl=64 | p95 | 27,765 us | 30,887 us | 13,484 us | -10.1% | 
+105.9% |
   | bs=10 sw=10 sl=64 | p99 | 27,765 us | 30,887 us | 16,626 us | -10.1% | 
+67.0% |
   | bs=100 sw=10 sl=64 | throughput | 949 tuples/sec | 1,015 tuples/sec | 
1,234 tuples/sec | -6.5% | -23.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.579 MB/s | 0.619 MB/s | 0.753 MB/s | -6.5% | 
-23.1% |
   | bs=100 sw=10 sl=64 | p50 | 104,732 us | 95,321 us | 87,952 us | +9.9% | 
+19.1% |
   | bs=100 sw=10 sl=64 | p95 | 160,020 us | 131,824 us | 93,929 us | +21.4% | 
+70.4% |
   | bs=100 sw=10 sl=64 | p99 | 160,020 us | 131,824 us | 103,096 us | +21.4% | 
+55.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,134 tuples/sec | 1,147 tuples/sec | 
1,272 tuples/sec | -1.1% | -10.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.692 MB/s | 0.7 MB/s | 0.777 MB/s | -1.1% | 
-10.9% |
   | bs=1000 sw=10 sl=64 | p50 | 876,289 us | 867,904 us | 862,437 us | +1.0% | 
+1.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,001,636 us | 931,289 us | 904,996 us | +7.6% 
| +10.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,001,636 us | 931,289 us | 929,784 us | +7.6% 
| +7.7% |
   
   </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
   0,10,10,64,20,420.79,200,128000,475,0.290,19483.23,27764.66,27764.66
   1,100,10,64,20,2108.50,2000,1280000,949,0.579,104731.90,160020.13,160020.13
   
2,1000,10,64,20,17635.91,20000,12800000,1134,0.692,876289.06,1001635.93,1001635.93
   ```
   
   </details>
   


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