github-actions[bot] commented on PR #7926:
URL: https://github.com/apache/texera/pull/7926#issuecomment-5399454817

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 5 better · 🔴 5 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32760904186)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 492 | 0.3 | 19,952/23,780/23,780 us | 🟢 -62.9% / 🔴 
+73.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 974 | 0.594 | 100,847/145,229/145,229 us | 🔴 
+16.4% / 🔴 +50.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,169 | 0.714 | 853,215/896,394/896,394 us | ⚪ 
within ±5% / 🟢 -6.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 492 tuples/sec | 358 tuples/sec | 863.81 
tuples/sec | +37.4% | -43.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.3 MB/s | 0.218 MB/s | 0.527 MB/s | +37.6% | 
-43.1% |
   | bs=10 sw=10 sl=64 | p50 | 19,952 us | 26,883 us | 11,488 us | -25.8% | 
+73.7% |
   | bs=10 sw=10 sl=64 | p95 | 23,780 us | 64,133 us | 14,067 us | -62.9% | 
+69.0% |
   | bs=10 sw=10 sl=64 | p99 | 23,780 us | 64,133 us | 17,591 us | -62.9% | 
+35.2% |
   | bs=100 sw=10 sl=64 | throughput | 974 tuples/sec | 1,040 tuples/sec | 
1,127 tuples/sec | -6.3% | -13.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.594 MB/s | 0.635 MB/s | 0.688 MB/s | -6.5% | 
-13.7% |
   | bs=100 sw=10 sl=64 | p50 | 100,847 us | 91,695 us | 89,893 us | +10.0% | 
+12.2% |
   | bs=100 sw=10 sl=64 | p95 | 145,229 us | 124,818 us | 96,506 us | +16.4% | 
+50.5% |
   | bs=100 sw=10 sl=64 | p99 | 145,229 us | 124,818 us | 104,915 us | +16.4% | 
+38.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,169 tuples/sec | 1,200 tuples/sec | 
1,156 tuples/sec | -2.6% | +1.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.714 MB/s | 0.732 MB/s | 0.705 MB/s | -2.5% 
| +1.2% |
   | bs=1000 sw=10 sl=64 | p50 | 853,215 us | 833,765 us | 886,448 us | +2.3% | 
-3.7% |
   | bs=1000 sw=10 sl=64 | p95 | 896,394 us | 882,705 us | 930,093 us | +1.6% | 
-3.6% |
   | bs=1000 sw=10 sl=64 | p99 | 896,394 us | 882,705 us | 963,104 us | +1.6% | 
-6.9% |
   
   </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
   0,10,10,64,20,406.84,200,128000,492,0.300,19951.71,23780.01,23780.01
   1,100,10,64,20,2053.52,2000,1280000,974,0.594,100846.61,145228.54,145228.54
   
2,1000,10,64,20,17102.92,20000,12800000,1169,0.714,853214.58,896393.98,896393.98
   ```
   
   </details>
   


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