github-actions[bot] commented on PR #8851:
URL: https://github.com/apache/texera/pull/8851#issuecomment-5990737261

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `99913e7` 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/37282233589)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 446 | 0.272 | 21,581/31,956/31,956 us | 🔴 +5.8% / 
🔴 +140.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 942 | 0.575 | 101,550/150,796/150,796 us | ⚪ 
within ±5% / 🔴 +62.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,101 | 0.672 | 893,592/1,052,262/1,052,262 us | 
🔴 +13.5% / 🔴 +17.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `99913e7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 446 tuples/sec | 470 tuples/sec | 983.85 
tuples/sec | -5.1% | -54.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.272 MB/s | 0.287 MB/s | 0.6 MB/s | -5.2% | 
-54.7% |
   | bs=10 sw=10 sl=64 | p50 | 21,581 us | 20,394 us | 10,889 us | +5.8% | 
+98.2% |
   | bs=10 sw=10 sl=64 | p95 | 31,956 us | 32,103 us | 13,286 us | -0.5% | 
+140.5% |
   | bs=10 sw=10 sl=64 | p99 | 31,956 us | 32,103 us | 16,516 us | -0.5% | 
+93.5% |
   | bs=100 sw=10 sl=64 | throughput | 942 tuples/sec | 920 tuples/sec | 1,260 
tuples/sec | +2.4% | -25.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.562 MB/s | 0.769 MB/s | +2.3% | 
-25.2% |
   | bs=100 sw=10 sl=64 | p50 | 101,550 us | 104,452 us | 87,074 us | -2.8% | 
+16.6% |
   | bs=100 sw=10 sl=64 | p95 | 150,796 us | 150,144 us | 92,942 us | +0.4% | 
+62.2% |
   | bs=100 sw=10 sl=64 | p99 | 150,796 us | 150,144 us | 101,529 us | +0.4% | 
+48.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,101 tuples/sec | 1,128 tuples/sec | 
1,297 tuples/sec | -2.4% | -15.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.672 MB/s | 0.688 MB/s | 0.792 MB/s | -2.3% 
| -15.1% |
   | bs=1000 sw=10 sl=64 | p50 | 893,592 us | 883,863 us | 856,111 us | +1.1% | 
+4.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,052,262 us | 927,114 us | 897,520 us | 
+13.5% | +17.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,052,262 us | 927,114 us | 924,315 us | 
+13.5% | +13.8% |
   
   </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
   0,10,10,64,20,448.84,200,128000,446,0.272,21580.73,31955.58,31955.58
   1,100,10,64,20,2123.39,2000,1280000,942,0.575,101550.13,150795.87,150795.87
   
2,1000,10,64,20,18158.94,20000,12800000,1101,0.672,893592.00,1052262.38,1052262.38
   ```
   
   </details>
   


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