github-actions[bot] commented on PR #8238:
URL: https://github.com/apache/texera/pull/8238#issuecomment-5473873683

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33358091542)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 358 | 0.219 | 26,578/35,239/35,239 us | 🔴 -12.5% / 
🔴 +138.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 786 | 0.48 | 125,370/148,885/148,885 us | ⚪ 
within ±5% / 🔴 +47.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,101,465/1,203,134/1,203,134 us | 
⚪ within ±5% / 🔴 +24.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 358 tuples/sec | 409 tuples/sec | 844.57 
tuples/sec | -12.5% | -57.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.219 MB/s | 0.25 MB/s | 0.515 MB/s | -12.4% | 
-57.5% |
   | bs=10 sw=10 sl=64 | p50 | 26,578 us | 24,287 us | 11,837 us | +9.4% | 
+124.5% |
   | bs=10 sw=10 sl=64 | p95 | 35,239 us | 35,560 us | 14,788 us | -0.9% | 
+138.3% |
   | bs=10 sw=10 sl=64 | p99 | 35,239 us | 35,560 us | 17,651 us | -0.9% | 
+99.6% |
   | bs=100 sw=10 sl=64 | throughput | 786 tuples/sec | 800 tuples/sec | 1,084 
tuples/sec | -1.8% | -27.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.488 MB/s | 0.662 MB/s | -1.6% | 
-27.5% |
   | bs=100 sw=10 sl=64 | p50 | 125,370 us | 120,400 us | 94,505 us | +4.1% | 
+32.7% |
   | bs=100 sw=10 sl=64 | p95 | 148,885 us | 153,050 us | 100,941 us | -2.7% | 
+47.5% |
   | bs=100 sw=10 sl=64 | p99 | 148,885 us | 153,050 us | 108,642 us | -2.7% | 
+37.0% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 913 tuples/sec | 1,119 
tuples/sec | -0.2% | -18.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.557 MB/s | 0.683 MB/s | -0.2% 
| -18.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,101,465 us | 1,096,602 us | 924,404 us | 
+0.4% | +19.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,203,134 us | 1,188,763 us | 967,785 us | 
+1.2% | +24.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,203,134 us | 1,188,763 us | 995,630 us | 
+1.2% | +20.8% |
   
   </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
   0,10,10,64,20,558.42,200,128000,358,0.219,26577.80,35238.90,35238.90
   1,100,10,64,20,2543.90,2000,1280000,786,0.480,125370.33,148885.41,148885.41
   
2,1000,10,64,20,21945.57,20000,12800000,911,0.556,1101464.71,1203133.87,1203133.87
   ```
   
   </details>
   


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