github-actions[bot] commented on PR #8608:
URL: https://github.com/apache/texera/pull/8608#issuecomment-5741271417

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `957b6c9` 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/35438625255)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 353 | 0.215 | 26,555/39,960/39,960 us | 🔴 +17.5% / 
🔴 +158.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 795 | 0.485 | 126,114/139,711/139,711 us | 🔴 
+9.0% / 🔴 +31.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 910 | 0.555 | 1,091,802/1,188,372/1,188,372 us | 
⚪ within ±5% / 🔴 +16.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `957b6c9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 353 tuples/sec | 416 tuples/sec | 796.29 
tuples/sec | -15.1% | -55.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.215 MB/s | 0.254 MB/s | 0.486 MB/s | -15.4% | 
-55.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,555 us | 22,607 us | 12,549 us | +17.5% | 
+111.6% |
   | bs=10 sw=10 sl=64 | p95 | 39,960 us | 34,157 us | 15,458 us | +17.0% | 
+158.5% |
   | bs=10 sw=10 sl=64 | p99 | 39,960 us | 34,157 us | 19,275 us | +17.0% | 
+107.3% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 824 tuples/sec | 1,027 
tuples/sec | -3.5% | -22.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.503 MB/s | 0.627 MB/s | -3.6% | 
-22.6% |
   | bs=100 sw=10 sl=64 | p50 | 126,114 us | 115,741 us | 100,085 us | +9.0% | 
+26.0% |
   | bs=100 sw=10 sl=64 | p95 | 139,711 us | 150,541 us | 105,895 us | -7.2% | 
+31.9% |
   | bs=100 sw=10 sl=64 | p99 | 139,711 us | 150,541 us | 116,076 us | -7.2% | 
+20.4% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 931 tuples/sec | 1,055 
tuples/sec | -2.3% | -13.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.568 MB/s | 0.644 MB/s | -2.3% 
| -13.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,091,802 us | 1,064,727 us | 979,292 us | 
+2.5% | +11.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,188,372 us | 1,146,662 us | 1,018,835 us | 
+3.6% | +16.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,188,372 us | 1,146,662 us | 1,039,692 us | 
+3.6% | +14.3% |
   
   </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
   0,10,10,64,20,566.86,200,128000,353,0.215,26555.22,39960.12,39960.12
   1,100,10,64,20,2516.11,2000,1280000,795,0.485,126113.96,139710.85,139710.85
   
2,1000,10,64,20,21975.48,20000,12800000,910,0.555,1091801.79,1188372.06,1188372.06
   ```
   
   </details>
   


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