github-actions[bot] commented on PR #8872:
URL: https://github.com/apache/texera/pull/8872#issuecomment-6009370025

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `1df2c56` 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/37413582429)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 385 | 0.235 | 25,246/31,939/31,939 us | 🔴 +11.2% / 
🔴 +136.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 783 | 0.478 | 123,889/175,454/175,454 us | 🔴 
+17.9% / 🔴 +86.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,081,694/1,160,733/1,160,733 us | 
⚪ within ±5% / 🔴 +28.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1df2c56` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 385 tuples/sec | 426 tuples/sec | 962.17 
tuples/sec | -9.6% | -60.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.26 MB/s | 0.587 MB/s | -9.6% | 
-60.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,246 us | 22,710 us | 11,046 us | +11.2% | 
+128.5% |
   | bs=10 sw=10 sl=64 | p95 | 31,939 us | 33,908 us | 13,484 us | -5.8% | 
+136.9% |
   | bs=10 sw=10 sl=64 | p99 | 31,939 us | 33,908 us | 16,626 us | -5.8% | 
+92.1% |
   | bs=100 sw=10 sl=64 | throughput | 783 tuples/sec | 829 tuples/sec | 1,234 
tuples/sec | -5.5% | -36.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.506 MB/s | 0.753 MB/s | -5.5% | 
-36.5% |
   | bs=100 sw=10 sl=64 | p50 | 123,889 us | 119,071 us | 87,952 us | +4.0% | 
+40.9% |
   | bs=100 sw=10 sl=64 | p95 | 175,454 us | 148,863 us | 93,929 us | +17.9% | 
+86.8% |
   | bs=100 sw=10 sl=64 | p99 | 175,454 us | 148,863 us | 103,096 us | +17.9% | 
+70.2% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 920 tuples/sec | 1,272 
tuples/sec | 0.0% | -27.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.562 MB/s | 0.777 MB/s | -0.2% 
| -27.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,081,694 us | 1,089,207 us | 862,437 us | 
-0.7% | +25.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,160,733 us | 1,150,809 us | 904,996 us | 
+0.9% | +28.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,160,733 us | 1,150,809 us | 929,784 us | 
+0.9% | +24.8% |
   
   </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
   0,10,10,64,20,519.46,200,128000,385,0.235,25245.50,31938.88,31938.88
   1,100,10,64,20,2555.71,2000,1280000,783,0.478,123888.50,175453.62,175453.62
   
2,1000,10,64,20,21740.83,20000,12800000,920,0.561,1081694.37,1160732.62,1160732.62
   ```
   
   </details>
   


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