github-actions[bot] commented on PR #5978:
URL: https://github.com/apache/texera/pull/5978#issuecomment-4827116696

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `1aae005` 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/28332865042)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 435 | 0.266 | 22,160/34,054/34,054 us | 🔴 +14.2% / 
🔴 +122.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 941 | 0.574 | 103,081/136,855/136,855 us | 🔴 
+13.2% / 🔴 +23.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,098 | 0.67 | 915,315/936,929/936,929 us | ⚪ 
within ±5% / 🟢 -14.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1aae005` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 435 tuples/sec | 462 tuples/sec | 757.16 
tuples/sec | -5.8% | -42.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.266 MB/s | 0.282 MB/s | 0.462 MB/s | -5.7% | 
-42.4% |
   | bs=10 sw=10 sl=64 | p50 | 22,160 us | 19,403 us | 12,971 us | +14.2% | 
+70.8% |
   | bs=10 sw=10 sl=64 | p95 | 34,054 us | 34,394 us | 15,333 us | -1.0% | 
+122.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,054 us | 34,394 us | 18,732 us | -1.0% | 
+81.8% |
   | bs=100 sw=10 sl=64 | throughput | 941 tuples/sec | 966 tuples/sec | 957.66 
tuples/sec | -2.6% | -1.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.574 MB/s | 0.59 MB/s | 0.585 MB/s | -2.7% | 
-1.8% |
   | bs=100 sw=10 sl=64 | p50 | 103,081 us | 99,710 us | 103,982 us | +3.4% | 
-0.9% |
   | bs=100 sw=10 sl=64 | p95 | 136,855 us | 120,914 us | 110,583 us | +13.2% | 
+23.8% |
   | bs=100 sw=10 sl=64 | p99 | 136,855 us | 120,914 us | 118,369 us | +13.2% | 
+15.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,098 tuples/sec | 1,078 tuples/sec | 
979.6 tuples/sec | +1.9% | +12.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.67 MB/s | 0.658 MB/s | 0.598 MB/s | +1.8% | 
+12.1% |
   | bs=1000 sw=10 sl=64 | p50 | 915,315 us | 930,656 us | 1,024,553 us | -1.6% 
| -10.7% |
   | bs=1000 sw=10 sl=64 | p95 | 936,929 us | 948,265 us | 1,063,789 us | -1.2% 
| -11.9% |
   | bs=1000 sw=10 sl=64 | p99 | 936,929 us | 948,265 us | 1,096,239 us | -1.2% 
| -14.5% |
   
   </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
   0,10,10,64,20,459.66,200,128000,435,0.266,22160.20,34054.37,34054.37
   1,100,10,64,20,2125.32,2000,1280000,941,0.574,103081.14,136855.44,136855.44
   
2,1000,10,64,20,18207.12,20000,12800000,1098,0.670,915315.00,936929.48,936929.48
   ```
   
   </details>
   


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