github-actions[bot] commented on PR #8480:
URL: https://github.com/apache/texera/pull/8480#issuecomment-5611941232

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `ec3a9dd` 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/34422075407)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 415 | 0.253 | 23,678/32,520/32,520 us | 🔴 +19.5% / 
🔴 +100.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 907 | 0.554 | 108,505/148,575/148,575 us | 🔴 
+12.4% / 🔴 +36.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,080 | 0.659 | 926,324/1,020,690/1,020,690 us | 
⚪ within ±5% / 🟢 -7.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ec3a9dd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 415 tuples/sec | 448 tuples/sec | 754.83 
tuples/sec | -7.4% | -45.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.253 MB/s | 0.274 MB/s | 0.461 MB/s | -7.7% | 
-45.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,678 us | 19,808 us | 12,950 us | +19.5% | 
+82.8% |
   | bs=10 sw=10 sl=64 | p95 | 32,520 us | 39,236 us | 16,243 us | -17.1% | 
+100.2% |
   | bs=10 sw=10 sl=64 | p99 | 32,520 us | 39,236 us | 19,574 us | -17.1% | 
+66.1% |
   | bs=100 sw=10 sl=64 | throughput | 907 tuples/sec | 947 tuples/sec | 982.46 
tuples/sec | -4.2% | -7.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.578 MB/s | 0.6 MB/s | -4.2% | 
-7.6% |
   | bs=100 sw=10 sl=64 | p50 | 108,505 us | 104,769 us | 101,575 us | +3.6% | 
+6.8% |
   | bs=100 sw=10 sl=64 | p95 | 148,575 us | 132,201 us | 108,655 us | +12.4% | 
+36.7% |
   | bs=100 sw=10 sl=64 | p99 | 148,575 us | 132,201 us | 121,794 us | +12.4% | 
+22.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,080 tuples/sec | 1,078 tuples/sec | 
1,010 tuples/sec | +0.2% | +7.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.658 MB/s | 0.616 MB/s | +0.2% 
| +6.9% |
   | bs=1000 sw=10 sl=64 | p50 | 926,324 us | 920,971 us | 998,032 us | +0.6% | 
-7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,020,690 us | 1,027,027 us | 1,039,429 us | 
-0.6% | -1.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,020,690 us | 1,027,027 us | 1,068,120 us | 
-0.6% | -4.4% |
   
   </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
   0,10,10,64,20,482.15,200,128000,415,0.253,23678.08,32520.35,32520.35
   1,100,10,64,20,2204.20,2000,1280000,907,0.554,108504.78,148575.07,148575.07
   
2,1000,10,64,20,18510.74,20000,12800000,1080,0.659,926323.67,1020690.43,1020690.43
   ```
   
   </details>
   


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