github-actions[bot] commented on PR #7451:
URL: https://github.com/apache/texera/pull/7451#issuecomment-5231412381

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `e03d971` 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/31312034188)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 429 | 0.262 | 22,854/31,269/31,269 us | 🔴 +22.1% / 
🔴 +94.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 948 | 0.578 | 104,313/125,771/125,771 us | 🟢 
-17.2% / 🔴 +13.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,110 | 0.677 | 895,992/984,290/984,290 us | ⚪ 
within ±5% / 🟢 +12.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e03d971` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 429 tuples/sec | 442 tuples/sec | 752.25 
tuples/sec | -2.9% | -43.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.262 MB/s | 0.27 MB/s | 0.459 MB/s | -3.0% | 
-42.9% |
   | bs=10 sw=10 sl=64 | p50 | 22,854 us | 18,712 us | 13,006 us | +22.1% | 
+75.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,269 us | 37,382 us | 16,117 us | -16.4% | 
+94.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,269 us | 37,382 us | 19,286 us | -16.4% | 
+62.1% |
   | bs=100 sw=10 sl=64 | throughput | 948 tuples/sec | 973 tuples/sec | 953.66 
tuples/sec | -2.6% | -0.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.594 MB/s | 0.582 MB/s | -2.7% | 
-0.7% |
   | bs=100 sw=10 sl=64 | p50 | 104,313 us | 99,986 us | 105,130 us | +4.3% | 
-0.8% |
   | bs=100 sw=10 sl=64 | p95 | 125,771 us | 151,855 us | 111,226 us | -17.2% | 
+13.1% |
   | bs=100 sw=10 sl=64 | p99 | 125,771 us | 151,855 us | 121,065 us | -17.2% | 
+3.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,110 tuples/sec | 1,140 tuples/sec | 
984.25 tuples/sec | -2.6% | +12.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.696 MB/s | 0.601 MB/s | -2.7% 
| +12.7% |
   | bs=1000 sw=10 sl=64 | p50 | 895,992 us | 868,196 us | 1,024,295 us | +3.2% 
| -12.5% |
   | bs=1000 sw=10 sl=64 | p95 | 984,290 us | 945,887 us | 1,062,710 us | +4.1% 
| -7.4% |
   | bs=1000 sw=10 sl=64 | p99 | 984,290 us | 945,887 us | 1,095,400 us | +4.1% 
| -10.1% |
   
   </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
   0,10,10,64,20,465.99,200,128000,429,0.262,22853.77,31269.09,31269.09
   1,100,10,64,20,2110.69,2000,1280000,948,0.578,104312.74,125770.80,125770.80
   
2,1000,10,64,20,18020.52,20000,12800000,1110,0.677,895991.78,984290.20,984290.20
   ```
   
   </details>
   


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