github-actions[bot] commented on PR #7592:
URL: https://github.com/apache/texera/pull/7592#issuecomment-5263446405

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 10 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `5021bc6` 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/31571945041)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 381 | 0.232 | 26,962/31,284/31,284 us | 🔴 +30.6% / 
🔴 +114.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 782 | 0.477 | 124,618/189,601/189,601 us | 🔴 
+32.2% / 🔴 +75.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,080,867/1,228,568/1,228,568 us | 
🔴 +9.7% / 🔴 +18.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5021bc6` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 431 tuples/sec | 784.3 
tuples/sec | -11.6% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.263 MB/s | 0.479 MB/s | -11.8% | 
-51.5% |
   | bs=10 sw=10 sl=64 | p50 | 26,962 us | 20,638 us | 12,590 us | +30.6% | 
+114.2% |
   | bs=10 sw=10 sl=64 | p95 | 31,284 us | 35,056 us | 15,991 us | -10.8% | 
+95.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,284 us | 35,056 us | 18,694 us | -10.8% | 
+67.3% |
   | bs=100 sw=10 sl=64 | throughput | 782 tuples/sec | 831 tuples/sec | 1,002 
tuples/sec | -5.9% | -22.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.507 MB/s | 0.612 MB/s | -5.9% | 
-22.0% |
   | bs=100 sw=10 sl=64 | p50 | 124,618 us | 118,460 us | 101,285 us | +5.2% | 
+23.0% |
   | bs=100 sw=10 sl=64 | p95 | 189,601 us | 143,391 us | 108,068 us | +32.2% | 
+75.4% |
   | bs=100 sw=10 sl=64 | p99 | 189,601 us | 143,391 us | 118,235 us | +32.2% | 
+60.4% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 923 tuples/sec | 1,030 
tuples/sec | -0.3% | -10.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.564 MB/s | 0.629 MB/s | -0.5% 
| -10.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,867 us | 1,083,248 us | 991,882 us | 
-0.2% | +9.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,228,568 us | 1,119,520 us | 1,038,496 us | 
+9.7% | +18.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,228,568 us | 1,119,520 us | 1,068,265 us | 
+9.7% | +15.0% |
   
   </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
   0,10,10,64,20,525.31,200,128000,381,0.232,26962.21,31283.71,31283.71
   1,100,10,64,20,2557.53,2000,1280000,782,0.477,124618.05,189600.82,189600.82
   
2,1000,10,64,20,21744.54,20000,12800000,920,0.561,1080867.40,1228567.76,1228567.76
   ```
   
   </details>
   


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