github-actions[bot] commented on PR #8313:
URL: https://github.com/apache/texera/pull/8313#issuecomment-5499260743

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `20e34bd` 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/33548998482)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.227 | 25,643/34,450/34,450 us | 🔴 -11.7% / 
🔴 +116.6% |
   | ⚪ | bs=100 sw=10 sl=64 | 779 | 0.475 | 126,160/153,320/153,320 us | ⚪ 
within ±5% / 🔴 +38.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 904 | 0.552 | 1,100,056/1,147,817/1,147,817 us | 
⚪ within ±5% / 🔴 -9.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `20e34bd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 421 tuples/sec | 750.65 
tuples/sec | -11.4% | -50.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.257 MB/s | 0.458 MB/s | -11.7% | 
-50.5% |
   | bs=10 sw=10 sl=64 | p50 | 25,643 us | 24,702 us | 13,049 us | +3.8% | 
+96.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,450 us | 36,907 us | 15,902 us | -6.7% | 
+116.6% |
   | bs=10 sw=10 sl=64 | p99 | 34,450 us | 36,907 us | 19,184 us | -6.7% | 
+79.6% |
   | bs=100 sw=10 sl=64 | throughput | 779 tuples/sec | 805 tuples/sec | 960.3 
tuples/sec | -3.2% | -18.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.475 MB/s | 0.491 MB/s | 0.586 MB/s | -3.3% | 
-19.0% |
   | bs=100 sw=10 sl=64 | p50 | 126,160 us | 121,903 us | 104,199 us | +3.5% | 
+21.1% |
   | bs=100 sw=10 sl=64 | p95 | 153,320 us | 149,537 us | 110,645 us | +2.5% | 
+38.6% |
   | bs=100 sw=10 sl=64 | p99 | 153,320 us | 149,537 us | 120,888 us | +2.5% | 
+26.8% |
   | bs=1000 sw=10 sl=64 | throughput | 904 tuples/sec | 914 tuples/sec | 
993.27 tuples/sec | -1.1% | -9.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.558 MB/s | 0.606 MB/s | -1.1% 
| -8.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,100,056 us | 1,090,574 us | 1,012,191 us | 
+0.9% | +8.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,147,817 us | 1,144,924 us | 1,054,057 us | 
+0.3% | +8.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,147,817 us | 1,144,924 us | 1,081,313 us | 
+0.3% | +6.2% |
   
   </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
   0,10,10,64,20,536.91,200,128000,373,0.227,25642.91,34450.39,34450.39
   1,100,10,64,20,2568.47,2000,1280000,779,0.475,126160.27,153320.25,153320.25
   
2,1000,10,64,20,22119.67,20000,12800000,904,0.552,1100055.55,1147816.78,1147816.78
   ```
   
   </details>
   


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