github-actions[bot] commented on PR #7577:
URL: https://github.com/apache/texera/pull/7577#issuecomment-5259299053

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `e878df3` 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/31539651554)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 426 | 0.26 | 22,022/30,665/30,665 us | 🟢 -9.9% / 🔴 
+91.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 910 | 0.556 | 106,504/147,079/147,079 us | 🔴 
+16.9% / 🔴 +36.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,078 | 0.658 | 922,596/1,024,055/1,024,055 us | 
🔴 +6.4% / 🟢 -7.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e878df3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 426 tuples/sec | 445 tuples/sec | 784.3 
tuples/sec | -4.3% | -45.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.26 MB/s | 0.271 MB/s | 0.479 MB/s | -4.1% | 
-45.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,022 us | 22,060 us | 12,590 us | -0.2% | 
+74.9% |
   | bs=10 sw=10 sl=64 | p95 | 30,665 us | 34,028 us | 15,991 us | -9.9% | 
+91.8% |
   | bs=10 sw=10 sl=64 | p99 | 30,665 us | 34,028 us | 18,694 us | -9.9% | 
+64.0% |
   | bs=100 sw=10 sl=64 | throughput | 910 tuples/sec | 954 tuples/sec | 1,002 
tuples/sec | -4.6% | -9.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.582 MB/s | 0.612 MB/s | -4.5% | 
-9.1% |
   | bs=100 sw=10 sl=64 | p50 | 106,504 us | 102,405 us | 101,285 us | +4.0% | 
+5.2% |
   | bs=100 sw=10 sl=64 | p95 | 147,079 us | 125,840 us | 108,068 us | +16.9% | 
+36.1% |
   | bs=100 sw=10 sl=64 | p99 | 147,079 us | 125,840 us | 118,235 us | +16.9% | 
+24.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,078 tuples/sec | 1,091 tuples/sec | 
1,030 tuples/sec | -1.2% | +4.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.666 MB/s | 0.629 MB/s | -1.2% 
| +4.7% |
   | bs=1000 sw=10 sl=64 | p50 | 922,596 us | 916,616 us | 991,882 us | +0.7% | 
-7.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,024,055 us | 962,907 us | 1,038,496 us | 
+6.4% | -1.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,024,055 us | 962,907 us | 1,068,265 us | 
+6.4% | -4.1% |
   
   </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
   0,10,10,64,20,470.03,200,128000,426,0.260,22021.69,30664.64,30664.64
   1,100,10,64,20,2196.68,2000,1280000,910,0.556,106503.94,147079.27,147079.27
   
2,1000,10,64,20,18546.60,20000,12800000,1078,0.658,922595.51,1024054.70,1024054.70
   ```
   
   </details>
   


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