github-actions[bot] commented on PR #8060:
URL: https://github.com/apache/texera/pull/8060#issuecomment-5446599096

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `516087e` 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/33127521327)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 420 | 0.256 | 22,077/34,389/34,389 us | 🔴 -6.6% / 
🔴 +145.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 950 | 0.58 | 104,821/131,942/131,942 us | 🔴 +5.9% 
/ 🔴 +38.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,108 | 0.677 | 902,927/955,444/955,444 us | ⚪ 
within ±5% / 🔴 -6.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `516087e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 420 tuples/sec | 448 tuples/sec | 893.99 
tuples/sec | -6.3% | -53.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.256 MB/s | 0.274 MB/s | 0.546 MB/s | -6.6% | 
-53.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,077 us | 21,777 us | 11,176 us | +1.4% | 
+97.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,389 us | 33,153 us | 14,009 us | +3.7% | 
+145.5% |
   | bs=10 sw=10 sl=64 | p99 | 34,389 us | 33,153 us | 16,898 us | +3.7% | 
+103.5% |
   | bs=100 sw=10 sl=64 | throughput | 950 tuples/sec | 973 tuples/sec | 1,157 
tuples/sec | -2.4% | -17.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.594 MB/s | 0.706 MB/s | -2.4% | 
-17.9% |
   | bs=100 sw=10 sl=64 | p50 | 104,821 us | 99,008 us | 88,763 us | +5.9% | 
+18.1% |
   | bs=100 sw=10 sl=64 | p95 | 131,942 us | 128,228 us | 95,096 us | +2.9% | 
+38.7% |
   | bs=100 sw=10 sl=64 | p99 | 131,942 us | 128,228 us | 102,854 us | +2.9% | 
+28.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,108 tuples/sec | 1,115 tuples/sec | 
1,187 tuples/sec | -0.6% | -6.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.681 MB/s | 0.724 MB/s | -0.6% 
| -6.5% |
   | bs=1000 sw=10 sl=64 | p50 | 902,927 us | 896,714 us | 874,968 us | +0.7% | 
+3.2% |
   | bs=1000 sw=10 sl=64 | p95 | 955,444 us | 953,588 us | 917,815 us | +0.2% | 
+4.1% |
   | bs=1000 sw=10 sl=64 | p99 | 955,444 us | 953,588 us | 949,868 us | +0.2% | 
+0.6% |
   
   </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
   0,10,10,64,20,476.40,200,128000,420,0.256,22076.57,34388.55,34388.55
   1,100,10,64,20,2105.65,2000,1280000,950,0.580,104821.23,131941.94,131941.94
   
2,1000,10,64,20,18043.46,20000,12800000,1108,0.677,902927.01,955443.71,955443.71
   ```
   
   </details>
   


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