github-actions[bot] commented on PR #5843:
URL: https://github.com/apache/texera/pull/5843#issuecomment-4760929581

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `6d31f46` 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/27893675104)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 26,573/37,759/37,759 us | 🔴 +15.2% / 
🔴 +11.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 793 | 0.484 | 121,877/149,066/149,066 us | ⚪ 
within ±5% / 🔴 -11.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 926 | 0.565 | 1,072,984/1,140,177/1,140,177 us | 
⚪ within ±5% / 🔴 +11.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6d31f46` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 432 tuples/sec | 410.82 
tuples/sec | -12.0% | -7.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.263 MB/s | 0.251 MB/s | -11.8% | 
-7.5% |
   | bs=10 sw=10 sl=64 | p50 | 26,573 us | 23,076 us | 23,785 us | +15.2% | 
+11.7% |
   | bs=10 sw=10 sl=64 | p95 | 37,759 us | 34,440 us | 34,980 us | +9.6% | 
+7.9% |
   | bs=10 sw=10 sl=64 | p99 | 37,759 us | 34,440 us | 34,980 us | +9.6% | 
+7.9% |
   | bs=100 sw=10 sl=64 | throughput | 793 tuples/sec | 822 tuples/sec | 891.94 
tuples/sec | -3.5% | -11.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.484 MB/s | 0.502 MB/s | 0.544 MB/s | -3.6% | 
-11.1% |
   | bs=100 sw=10 sl=64 | p50 | 121,877 us | 119,935 us | 112,277 us | +1.6% | 
+8.5% |
   | bs=100 sw=10 sl=64 | p95 | 149,066 us | 146,145 us | 139,802 us | +2.0% | 
+6.6% |
   | bs=100 sw=10 sl=64 | p99 | 149,066 us | 146,145 us | 139,802 us | +2.0% | 
+6.6% |
   | bs=1000 sw=10 sl=64 | throughput | 926 tuples/sec | 913 tuples/sec | 1,041 
tuples/sec | +1.4% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.557 MB/s | 0.635 MB/s | +1.4% 
| -11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,072,984 us | 1,092,126 us | 972,714 us | 
-1.8% | +10.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,140,177 us | 1,146,576 us | 1,023,057 us | 
-0.6% | +11.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,140,177 us | 1,146,576 us | 1,023,057 us | 
-0.6% | +11.4% |
   
   </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
   0,10,10,64,20,526.07,200,128000,380,0.232,26572.84,37759.27,37759.27
   1,100,10,64,20,2522.58,2000,1280000,793,0.484,121876.90,149066.24,149066.24
   
2,1000,10,64,20,21606.81,20000,12800000,926,0.565,1072984.33,1140176.67,1140176.67
   ```
   
   </details>
   


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