github-actions[bot] commented on PR #7895:
URL: https://github.com/apache/texera/pull/7895#issuecomment-5389532714

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `2113455` 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/32678057631)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 401 | 0.245 | 24,005/33,341/33,341 us | 🟢 -7.0% / 
🔴 +132.6% |
   | ⚪ | bs=100 sw=10 sl=64 | 795 | 0.485 | 120,280/172,571/172,571 us | ⚪ 
within ±5% / 🔴 +73.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 922 | 0.563 | 1,084,789/1,168,685/1,168,685 us | 
⚪ within ±5% / 🔴 +21.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2113455` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 401 tuples/sec | 423 tuples/sec | 833.1 
tuples/sec | -5.2% | -51.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.258 MB/s | 0.508 MB/s | -5.0% | 
-51.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,005 us | 23,390 us | 11,860 us | +2.6% | 
+102.4% |
   | bs=10 sw=10 sl=64 | p95 | 33,341 us | 35,862 us | 14,334 us | -7.0% | 
+132.6% |
   | bs=10 sw=10 sl=64 | p99 | 33,341 us | 35,862 us | 18,194 us | -7.0% | 
+83.3% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 824 tuples/sec | 1,085 
tuples/sec | -3.5% | -26.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.503 MB/s | 0.662 MB/s | -3.6% | 
-26.8% |
   | bs=100 sw=10 sl=64 | p50 | 120,280 us | 116,750 us | 92,973 us | +3.0% | 
+29.4% |
   | bs=100 sw=10 sl=64 | p95 | 172,571 us | 178,817 us | 99,460 us | -3.5% | 
+73.5% |
   | bs=100 sw=10 sl=64 | p99 | 172,571 us | 178,817 us | 107,737 us | -3.5% | 
+60.2% |
   | bs=1000 sw=10 sl=64 | throughput | 922 tuples/sec | 927 tuples/sec | 1,111 
tuples/sec | -0.5% | -17.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.566 MB/s | 0.678 MB/s | -0.5% 
| -17.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,084,789 us | 1,075,530 us | 915,816 us | 
+0.9% | +18.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,168,685 us | 1,119,376 us | 959,066 us | 
+4.4% | +21.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,168,685 us | 1,119,376 us | 993,644 us | 
+4.4% | +17.6% |
   
   </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
   0,10,10,64,20,498.94,200,128000,401,0.245,24005.39,33341.35,33341.35
   1,100,10,64,20,2515.19,2000,1280000,795,0.485,120280.01,172571.24,172571.24
   
2,1000,10,64,20,21698.22,20000,12800000,922,0.563,1084789.25,1168685.03,1168685.03
   ```
   
   </details>
   


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