github-actions[bot] commented on PR #8803:
URL: https://github.com/apache/texera/pull/8803#issuecomment-5935321120

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 1 better · 🔴 4 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `98d3d4b` 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/36887216746)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 497 | 0.303 | 18,440/29,342/29,342 us | 🔴 +6.2% / 
🔴 +91.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,086 | 0.663 | 88,420/117,731/117,731 us | 🔴 
+6.3% / 🔴 +12.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,280 | 0.781 | 772,698/883,499/883,499 us | ⚪ 
within ±5% / 🟢 -19.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98d3d4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 497 tuples/sec | 516 tuples/sec | 829.66 
tuples/sec | -3.7% | -40.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.303 MB/s | 0.315 MB/s | 0.506 MB/s | -3.8% | 
-40.2% |
   | bs=10 sw=10 sl=64 | p50 | 18,440 us | 19,484 us | 12,230 us | -5.4% | 
+50.8% |
   | bs=10 sw=10 sl=64 | p95 | 29,342 us | 27,626 us | 15,320 us | +6.2% | 
+91.5% |
   | bs=10 sw=10 sl=64 | p99 | 29,342 us | 27,626 us | 18,789 us | +6.2% | 
+56.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,086 tuples/sec | 1,102 tuples/sec | 
1,070 tuples/sec | -1.5% | +1.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.663 MB/s | 0.672 MB/s | 0.653 MB/s | -1.3% | 
+1.5% |
   | bs=100 sw=10 sl=64 | p50 | 88,420 us | 89,451 us | 97,964 us | -1.2% | 
-9.7% |
   | bs=100 sw=10 sl=64 | p95 | 117,731 us | 110,708 us | 104,605 us | +6.3% | 
+12.5% |
   | bs=100 sw=10 sl=64 | p99 | 117,731 us | 110,708 us | 113,908 us | +6.3% | 
+3.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,280 tuples/sec | 1,264 tuples/sec | 
1,096 tuples/sec | +1.3% | +16.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.781 MB/s | 0.771 MB/s | 0.669 MB/s | +1.3% 
| +16.7% |
   | bs=1000 sw=10 sl=64 | p50 | 772,698 us | 782,502 us | 963,379 us | -1.3% | 
-19.8% |
   | bs=1000 sw=10 sl=64 | p95 | 883,499 us | 898,783 us | 1,001,808 us | -1.7% 
| -11.8% |
   | bs=1000 sw=10 sl=64 | p99 | 883,499 us | 898,783 us | 1,029,482 us | -1.7% 
| -14.2% |
   
   </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
   0,10,10,64,20,402.76,200,128000,497,0.303,18440.41,29341.62,29341.62
   1,100,10,64,20,1842.11,2000,1280000,1086,0.663,88420.13,117731.19,117731.19
   
2,1000,10,64,20,15621.89,20000,12800000,1280,0.781,772697.77,883498.61,883498.61
   ```
   
   </details>
   


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