github-actions[bot] commented on PR #6011:
URL: https://github.com/apache/texera/pull/6011#issuecomment-4828193850

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `e5b928f` 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/28342660065)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 398 | 0.243 | 25,638/30,254/30,254 us | 🟢 -13.0% / 
🔴 +97.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 791 | 0.483 | 124,002/159,623/159,623 us | 🔴 
+12.2% / 🔴 +44.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,091,283/1,146,640/1,146,640 us | 
⚪ within ±5% / 🔴 +7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e5b928f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 398 tuples/sec | 400 tuples/sec | 757.16 
tuples/sec | -0.5% | -47.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.244 MB/s | 0.462 MB/s | -0.4% | 
-47.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,638 us | 23,922 us | 12,971 us | +7.2% | 
+97.7% |
   | bs=10 sw=10 sl=64 | p95 | 30,254 us | 34,782 us | 15,333 us | -13.0% | 
+97.3% |
   | bs=10 sw=10 sl=64 | p99 | 30,254 us | 34,782 us | 18,732 us | -13.0% | 
+61.5% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 823 tuples/sec | 957.66 
tuples/sec | -3.9% | -17.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.502 MB/s | 0.585 MB/s | -3.8% | 
-17.4% |
   | bs=100 sw=10 sl=64 | p50 | 124,002 us | 121,332 us | 103,982 us | +2.2% | 
+19.3% |
   | bs=100 sw=10 sl=64 | p95 | 159,623 us | 142,272 us | 110,583 us | +12.2% | 
+44.3% |
   | bs=100 sw=10 sl=64 | p99 | 159,623 us | 142,272 us | 118,369 us | +12.2% | 
+34.9% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 917 tuples/sec | 979.6 
tuples/sec | -0.4% | -6.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.56 MB/s | 0.598 MB/s | -0.5% | 
-6.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,091,283 us | 1,089,615 us | 1,024,553 us | 
+0.2% | +6.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,146,640 us | 1,113,877 us | 1,063,789 us | 
+2.9% | +7.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,146,640 us | 1,113,877 us | 1,096,239 us | 
+2.9% | +4.6% |
   
   </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
   0,10,10,64,20,502.56,200,128000,398,0.243,25638.10,30253.56,30253.56
   1,100,10,64,20,2529.12,2000,1280000,791,0.483,124001.64,159623.26,159623.26
   
2,1000,10,64,20,21907.53,20000,12800000,913,0.557,1091283.03,1146640.18,1146640.18
   ```
   
   </details>
   


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