github-actions[bot] commented on PR #7567:
URL: https://github.com/apache/texera/pull/7567#issuecomment-5258776502

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 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/31535017115)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 317 | 0.194 | 29,965/45,052/45,052 us | 🔴 +51.1% / 
🔴 +181.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 128,596/156,475/156,475 us | 🔴 
+9.9% / 🔴 +44.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 892 | 0.545 | 1,116,930/1,189,586/1,189,586 us | 
⚪ within ±5% / 🔴 +14.5% |
   
   <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 | 317 tuples/sec | 436 tuples/sec | 784.3 
tuples/sec | -27.3% | -59.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.194 MB/s | 0.266 MB/s | 0.479 MB/s | -27.1% | 
-59.5% |
   | bs=10 sw=10 sl=64 | p50 | 29,965 us | 22,480 us | 12,590 us | +33.3% | 
+138.0% |
   | bs=10 sw=10 sl=64 | p95 | 45,052 us | 29,816 us | 15,991 us | +51.1% | 
+181.7% |
   | bs=10 sw=10 sl=64 | p99 | 45,052 us | 29,816 us | 18,694 us | +51.1% | 
+141.0% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 807 tuples/sec | 1,002 
tuples/sec | -5.8% | -24.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.493 MB/s | 0.612 MB/s | -5.9% | 
-24.1% |
   | bs=100 sw=10 sl=64 | p50 | 128,596 us | 121,420 us | 101,285 us | +5.9% | 
+27.0% |
   | bs=100 sw=10 sl=64 | p95 | 156,475 us | 142,354 us | 108,068 us | +9.9% | 
+44.8% |
   | bs=100 sw=10 sl=64 | p99 | 156,475 us | 142,354 us | 118,235 us | +9.9% | 
+32.3% |
   | bs=1000 sw=10 sl=64 | throughput | 892 tuples/sec | 911 tuples/sec | 1,030 
tuples/sec | -2.1% | -13.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.556 MB/s | 0.629 MB/s | -2.0% 
| -13.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,116,930 us | 1,100,594 us | 991,882 us | 
+1.5% | +12.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,189,586 us | 1,160,438 us | 1,038,496 us | 
+2.5% | +14.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,189,586 us | 1,160,438 us | 1,068,265 us | 
+2.5% | +11.4% |
   
   </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
   0,10,10,64,20,630.23,200,128000,317,0.194,29965.14,45052.41,45052.41
   1,100,10,64,20,2631.71,2000,1280000,760,0.464,128595.62,156475.39,156475.39
   
2,1000,10,64,20,22417.05,20000,12800000,892,0.545,1116930.12,1189585.63,1189585.63
   ```
   
   </details>
   


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