github-actions[bot] commented on PR #5826:
URL: https://github.com/apache/texera/pull/5826#issuecomment-4756838884

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `41123c0` 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/27863950337)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 24,079/40,901/40,901 us | 🔴 +12.0% / 
🔴 +16.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 788 | 0.481 | 121,113/159,159/159,159 us | ⚪ 
within ±5% / 🔴 +13.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 926 | 0.565 | 1,080,802/1,117,328/1,117,328 us | 
⚪ within ±5% / 🔴 -11.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `41123c0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 418 tuples/sec | 410.82 
tuples/sec | -7.2% | -5.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.255 MB/s | 0.251 MB/s | -7.1% | 
-5.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,079 us | 21,825 us | 23,785 us | +10.3% | 
+1.2% |
   | bs=10 sw=10 sl=64 | p95 | 40,901 us | 36,524 us | 34,980 us | +12.0% | 
+16.9% |
   | bs=10 sw=10 sl=64 | p99 | 40,901 us | 36,524 us | 34,980 us | +12.0% | 
+16.9% |
   | bs=100 sw=10 sl=64 | throughput | 788 tuples/sec | 799 tuples/sec | 891.94 
tuples/sec | -1.4% | -11.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.487 MB/s | 0.544 MB/s | -1.2% | 
-11.6% |
   | bs=100 sw=10 sl=64 | p50 | 121,113 us | 123,849 us | 112,277 us | -2.2% | 
+7.9% |
   | bs=100 sw=10 sl=64 | p95 | 159,159 us | 157,531 us | 139,802 us | +1.0% | 
+13.8% |
   | bs=100 sw=10 sl=64 | p99 | 159,159 us | 157,531 us | 139,802 us | +1.0% | 
+13.8% |
   | bs=1000 sw=10 sl=64 | throughput | 926 tuples/sec | 920 tuples/sec | 1,041 
tuples/sec | +0.7% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.561 MB/s | 0.635 MB/s | +0.7% 
| -11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,802 us | 1,085,116 us | 972,714 us | 
-0.4% | +11.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,117,328 us | 1,113,425 us | 1,023,057 us | 
+0.4% | +9.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,117,328 us | 1,113,425 us | 1,023,057 us | 
+0.4% | +9.2% |
   
   </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
   0,10,10,64,20,515.47,200,128000,388,0.237,24079.27,40901.29,40901.29
   1,100,10,64,20,2538.32,2000,1280000,788,0.481,121112.60,159159.07,159159.07
   
2,1000,10,64,20,21600.64,20000,12800000,926,0.565,1080801.56,1117327.82,1117327.82
   ```
   
   </details>
   


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