github-actions[bot] commented on PR #7770:
URL: https://github.com/apache/texera/pull/7770#issuecomment-5337890494

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `8be1743` 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/32218864791)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 386 | 0.235 | 25,797/32,612/32,612 us | 🔴 +6.9% / 
🔴 +101.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 739 | 0.451 | 132,461/167,009/167,009 us | 🔴 
+11.9% / 🔴 +50.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 907 | 0.554 | 1,106,800/1,185,879/1,185,879 us | 
⚪ within ±5% / 🔴 +12.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8be1743` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 386 tuples/sec | 400 tuples/sec | 743.3 
tuples/sec | -3.5% | -48.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.244 MB/s | 0.454 MB/s | -3.7% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,797 us | 24,135 us | 13,204 us | +6.9% | 
+95.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,612 us | 34,968 us | 16,220 us | -6.7% | 
+101.1% |
   | bs=10 sw=10 sl=64 | p99 | 32,612 us | 34,968 us | 19,867 us | -6.7% | 
+64.1% |
   | bs=100 sw=10 sl=64 | throughput | 739 tuples/sec | 807 tuples/sec | 959.52 
tuples/sec | -8.4% | -23.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.451 MB/s | 0.493 MB/s | 0.586 MB/s | -8.5% | 
-23.0% |
   | bs=100 sw=10 sl=64 | p50 | 132,461 us | 122,490 us | 103,974 us | +8.1% | 
+27.4% |
   | bs=100 sw=10 sl=64 | p95 | 167,009 us | 149,299 us | 111,036 us | +11.9% | 
+50.4% |
   | bs=100 sw=10 sl=64 | p99 | 167,009 us | 149,299 us | 118,982 us | +11.9% | 
+40.4% |
   | bs=1000 sw=10 sl=64 | throughput | 907 tuples/sec | 923 tuples/sec | 
994.68 tuples/sec | -1.7% | -8.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.563 MB/s | 0.607 MB/s | -1.6% 
| -8.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,106,800 us | 1,079,707 us | 1,011,206 us | 
+2.5% | +9.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,185,879 us | 1,154,913 us | 1,055,603 us | 
+2.7% | +12.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,185,879 us | 1,154,913 us | 1,084,808 us | 
+2.7% | +9.3% |
   
   </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
   0,10,10,64,20,518.43,200,128000,386,0.235,25796.53,32612.16,32612.16
   1,100,10,64,20,2707.08,2000,1280000,739,0.451,132460.53,167008.96,167008.96
   
2,1000,10,64,20,22049.85,20000,12800000,907,0.554,1106799.78,1185878.58,1185878.58
   ```
   
   </details>
   


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