github-actions[bot] commented on PR #8184:
URL: https://github.com/apache/texera/pull/8184#issuecomment-5472600975

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33347481645)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 365 | 0.223 | 26,169/37,668/37,668 us | 🔴 -8.8% / 
🔴 +154.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 784 | 0.478 | 125,408/150,454/150,454 us | ⚪ 
within ±5% / 🔴 +49.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 914 | 0.558 | 1,094,667/1,163,838/1,163,838 us | 
⚪ within ±5% / 🔴 +20.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 365 tuples/sec | 400 tuples/sec | 844.57 
tuples/sec | -8.8% | -56.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.223 MB/s | 0.244 MB/s | 0.515 MB/s | -8.6% | 
-56.7% |
   | bs=10 sw=10 sl=64 | p50 | 26,169 us | 24,193 us | 11,837 us | +8.2% | 
+121.1% |
   | bs=10 sw=10 sl=64 | p95 | 37,668 us | 37,066 us | 14,788 us | +1.6% | 
+154.7% |
   | bs=10 sw=10 sl=64 | p99 | 37,668 us | 37,066 us | 17,651 us | +1.6% | 
+113.4% |
   | bs=100 sw=10 sl=64 | throughput | 784 tuples/sec | 801 tuples/sec | 1,084 
tuples/sec | -2.1% | -27.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.489 MB/s | 0.662 MB/s | -2.2% | 
-27.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,408 us | 122,754 us | 94,505 us | +2.2% | 
+32.7% |
   | bs=100 sw=10 sl=64 | p95 | 150,454 us | 145,407 us | 100,941 us | +3.5% | 
+49.1% |
   | bs=100 sw=10 sl=64 | p99 | 150,454 us | 145,407 us | 108,642 us | +3.5% | 
+38.5% |
   | bs=1000 sw=10 sl=64 | throughput | 914 tuples/sec | 909 tuples/sec | 1,119 
tuples/sec | +0.6% | -18.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.555 MB/s | 0.683 MB/s | +0.5% 
| -18.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,094,667 us | 1,096,607 us | 924,404 us | 
-0.2% | +18.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,838 us | 1,209,554 us | 967,785 us | 
-3.8% | +20.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,838 us | 1,209,554 us | 995,630 us | 
-3.8% | +16.9% |
   
   </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
   0,10,10,64,20,548.28,200,128000,365,0.223,26168.52,37668.06,37668.06
   1,100,10,64,20,2551.43,2000,1280000,784,0.478,125408.34,150453.87,150453.87
   
2,1000,10,64,20,21880.95,20000,12800000,914,0.558,1094667.03,1163837.71,1163837.71
   ```
   
   </details>
   


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