github-actions[bot] commented on PR #6800:
URL: https://github.com/apache/texera/pull/6800#issuecomment-5051509297

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 1 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `bf1f589` 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/29957125581)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 452 | 0.276 | 20,989/29,391/29,391 us | 🟢 -8.4% / 
🔴 +82.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 944 | 0.576 | 104,582/126,314/126,314 us | ⚪ 
within ±5% / 🔴 +17.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,109 | 0.677 | 903,688/944,366/944,366 us | ⚪ 
within ±5% / 🟢 -10.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bf1f589` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 452 tuples/sec | 449 tuples/sec | 760.2 
tuples/sec | +0.7% | -40.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.276 MB/s | 0.274 MB/s | 0.464 MB/s | +0.7% | 
-40.5% |
   | bs=10 sw=10 sl=64 | p50 | 20,989 us | 19,385 us | 12,781 us | +8.3% | 
+64.2% |
   | bs=10 sw=10 sl=64 | p95 | 29,391 us | 32,088 us | 16,118 us | -8.4% | 
+82.3% |
   | bs=10 sw=10 sl=64 | p99 | 29,391 us | 32,088 us | 19,074 us | -8.4% | 
+54.1% |
   | bs=100 sw=10 sl=64 | throughput | 944 tuples/sec | 955 tuples/sec | 988.68 
tuples/sec | -1.2% | -4.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.576 MB/s | 0.583 MB/s | 0.603 MB/s | -1.2% | 
-4.5% |
   | bs=100 sw=10 sl=64 | p50 | 104,582 us | 103,848 us | 101,448 us | +0.7% | 
+3.1% |
   | bs=100 sw=10 sl=64 | p95 | 126,314 us | 124,075 us | 107,410 us | +1.8% | 
+17.6% |
   | bs=100 sw=10 sl=64 | p99 | 126,314 us | 124,075 us | 120,258 us | +1.8% | 
+5.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,109 tuples/sec | 1,121 tuples/sec | 
1,023 tuples/sec | -1.1% | +8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.684 MB/s | 0.624 MB/s | -1.0% 
| +8.4% |
   | bs=1000 sw=10 sl=64 | p50 | 903,688 us | 894,929 us | 983,888 us | +1.0% | 
-8.2% |
   | bs=1000 sw=10 sl=64 | p95 | 944,366 us | 933,232 us | 1,030,100 us | +1.2% 
| -8.3% |
   | bs=1000 sw=10 sl=64 | p99 | 944,366 us | 933,232 us | 1,056,513 us | +1.2% 
| -10.6% |
   
   </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
   0,10,10,64,20,441.99,200,128000,452,0.276,20989.43,29390.59,29390.59
   1,100,10,64,20,2117.54,2000,1280000,944,0.576,104581.66,126314.05,126314.05
   
2,1000,10,64,20,18036.52,20000,12800000,1109,0.677,903688.14,944366.01,944366.01
   ```
   
   </details>
   


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