github-actions[bot] commented on PR #8188:
URL: https://github.com/apache/texera/pull/8188#issuecomment-5472693986

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 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/33348289524)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 361 | 0.221 | 26,906/34,200/34,200 us | 🔴 +19.4% / 
🔴 +131.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 784 | 0.478 | 126,080/160,933/160,933 us | 🔴 
+15.4% / 🔴 +59.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 900 | 0.55 | 1,103,229/1,284,349/1,284,349 us | 
🔴 +10.9% / 🔴 +32.7% |
   
   <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 | 361 tuples/sec | 398 tuples/sec | 844.57 
tuples/sec | -9.3% | -57.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.221 MB/s | 0.243 MB/s | 0.515 MB/s | -9.1% | 
-57.1% |
   | bs=10 sw=10 sl=64 | p50 | 26,906 us | 22,538 us | 11,837 us | +19.4% | 
+127.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,200 us | 37,645 us | 14,788 us | -9.2% | 
+131.3% |
   | bs=10 sw=10 sl=64 | p99 | 34,200 us | 37,645 us | 17,651 us | -9.2% | 
+93.7% |
   | bs=100 sw=10 sl=64 | throughput | 784 tuples/sec | 813 tuples/sec | 1,084 
tuples/sec | -3.6% | -27.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.496 MB/s | 0.662 MB/s | -3.6% | 
-27.8% |
   | bs=100 sw=10 sl=64 | p50 | 126,080 us | 120,240 us | 94,505 us | +4.9% | 
+33.4% |
   | bs=100 sw=10 sl=64 | p95 | 160,933 us | 139,400 us | 100,941 us | +15.4% | 
+59.4% |
   | bs=100 sw=10 sl=64 | p99 | 160,933 us | 139,400 us | 108,642 us | +15.4% | 
+48.1% |
   | bs=1000 sw=10 sl=64 | throughput | 900 tuples/sec | 916 tuples/sec | 1,119 
tuples/sec | -1.7% | -19.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.559 MB/s | 0.683 MB/s | -1.6% | 
-19.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,229 us | 1,083,148 us | 924,404 us | 
+1.9% | +19.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,284,349 us | 1,158,367 us | 967,785 us | 
+10.9% | +32.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,284,349 us | 1,158,367 us | 995,630 us | 
+10.9% | +29.0% |
   
   </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
   0,10,10,64,20,553.49,200,128000,361,0.221,26906.48,34199.50,34199.50
   1,100,10,64,20,2552.56,2000,1280000,784,0.478,126079.81,160933.23,160933.23
   
2,1000,10,64,20,22211.88,20000,12800000,900,0.550,1103229.38,1284348.88,1284348.88
   ```
   
   </details>
   


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