github-actions[bot] commented on PR #7583:
URL: https://github.com/apache/texera/pull/7583#issuecomment-5260101895

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `cb6e5c6` 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/31546679860)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 372 | 0.227 | 26,601/33,399/33,399 us | 🔴 +24.3% / 
🔴 +111.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 774 | 0.472 | 126,620/167,794/167,794 us | 🔴 
+9.7% / 🔴 +55.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 905 | 0.553 | 1,108,295/1,170,084/1,170,084 us | 
⚪ within ±5% / 🔴 +12.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `cb6e5c6` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 417 tuples/sec | 784.3 
tuples/sec | -10.8% | -52.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.254 MB/s | 0.479 MB/s | -10.6% | 
-52.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,601 us | 21,393 us | 12,590 us | +24.3% | 
+111.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,399 us | 35,349 us | 15,991 us | -5.5% | 
+108.9% |
   | bs=10 sw=10 sl=64 | p99 | 33,399 us | 35,349 us | 18,694 us | -5.5% | 
+78.7% |
   | bs=100 sw=10 sl=64 | throughput | 774 tuples/sec | 816 tuples/sec | 1,002 
tuples/sec | -5.1% | -22.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.472 MB/s | 0.498 MB/s | 0.612 MB/s | -5.2% | 
-22.8% |
   | bs=100 sw=10 sl=64 | p50 | 126,620 us | 120,582 us | 101,285 us | +5.0% | 
+25.0% |
   | bs=100 sw=10 sl=64 | p95 | 167,794 us | 152,935 us | 108,068 us | +9.7% | 
+55.3% |
   | bs=100 sw=10 sl=64 | p99 | 167,794 us | 152,935 us | 118,235 us | +9.7% | 
+41.9% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 918 tuples/sec | 1,030 
tuples/sec | -1.4% | -12.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.56 MB/s | 0.629 MB/s | -1.3% | 
-12.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,108,295 us | 1,090,152 us | 991,882 us | 
+1.7% | +11.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,170,084 us | 1,151,417 us | 1,038,496 us | 
+1.6% | +12.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,170,084 us | 1,151,417 us | 1,068,265 us | 
+1.6% | +9.5% |
   
   </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
   0,10,10,64,20,538.16,200,128000,372,0.227,26600.94,33398.87,33398.87
   1,100,10,64,20,2584.91,2000,1280000,774,0.472,126619.65,167793.75,167793.75
   
2,1000,10,64,20,22093.25,20000,12800000,905,0.553,1108295.44,1170083.88,1170083.88
   ```
   
   </details>
   


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