github-actions[bot] commented on PR #6484:
URL: https://github.com/apache/texera/pull/6484#issuecomment-5009640846

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `e08b7f3` 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/29627923077)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 375 | 0.229 | 25,186/38,764/38,764 us | 🔴 -7.9% / 
🔴 +170.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 787 | 0.48 | 123,717/153,844/153,844 us | 🔴 +9.9% 
/ 🔴 +55.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,092,714/1,226,301/1,226,301 us | 
🔴 +5.8% / 🔴 +29.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e08b7f3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 375 tuples/sec | 407 tuples/sec | 831.47 
tuples/sec | -7.9% | -54.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.229 MB/s | 0.248 MB/s | 0.507 MB/s | -7.7% | 
-54.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,186 us | 23,478 us | 11,844 us | +7.3% | 
+112.6% |
   | bs=10 sw=10 sl=64 | p95 | 38,764 us | 36,393 us | 14,359 us | +6.5% | 
+170.0% |
   | bs=10 sw=10 sl=64 | p99 | 38,764 us | 36,393 us | 18,888 us | +6.5% | 
+105.2% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 821 tuples/sec | 1,089 
tuples/sec | -4.1% | -27.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.501 MB/s | 0.665 MB/s | -4.2% | 
-27.8% |
   | bs=100 sw=10 sl=64 | p50 | 123,717 us | 120,527 us | 92,503 us | +2.6% | 
+33.7% |
   | bs=100 sw=10 sl=64 | p95 | 153,844 us | 139,993 us | 99,121 us | +9.9% | 
+55.2% |
   | bs=100 sw=10 sl=64 | p99 | 153,844 us | 139,993 us | 112,422 us | +9.9% | 
+36.8% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 905 tuples/sec | 1,117 
tuples/sec | +0.9% | -18.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.552 MB/s | 0.682 MB/s | +0.9% 
| -18.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,092,714 us | 1,103,514 us | 910,046 us | 
-1.0% | +20.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,226,301 us | 1,158,696 us | 950,716 us | 
+5.8% | +29.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,226,301 us | 1,158,696 us | 985,832 us | 
+5.8% | +24.4% |
   
   </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
   0,10,10,64,20,533.91,200,128000,375,0.229,25186.22,38763.56,38763.56
   1,100,10,64,20,2541.58,2000,1280000,787,0.480,123716.83,153843.51,153843.51
   
2,1000,10,64,20,21908.32,20000,12800000,913,0.557,1092714.47,1226300.93,1226300.93
   ```
   
   </details>
   


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