github-actions[bot] commented on PR #8252:
URL: https://github.com/apache/texera/pull/8252#issuecomment-5474104460

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 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/33360035658)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 463 | 0.282 | 21,561/25,577/25,577 us | 🔴 +25.7% / 
🔴 +82.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,187 | 0.725 | 84,729/102,182/102,182 us | 🔴 
+5.9% / 🟢 -10.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,390 | 0.848 | 717,454/771,407/771,407 us | ⚪ 
within ±5% / 🟢 +24.2% |
   
   <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 | 463 tuples/sec | 552 tuples/sec | 844.57 
tuples/sec | -16.1% | -45.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.282 MB/s | 0.337 MB/s | 0.515 MB/s | -16.3% | 
-45.3% |
   | bs=10 sw=10 sl=64 | p50 | 21,561 us | 17,154 us | 11,837 us | +25.7% | 
+82.1% |
   | bs=10 sw=10 sl=64 | p95 | 25,577 us | 28,913 us | 14,788 us | -11.5% | 
+73.0% |
   | bs=10 sw=10 sl=64 | p99 | 25,577 us | 28,913 us | 17,651 us | -11.5% | 
+44.9% |
   | bs=100 sw=10 sl=64 | throughput | 1,187 tuples/sec | 1,202 tuples/sec | 
1,084 tuples/sec | -1.2% | +9.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.725 MB/s | 0.733 MB/s | 0.662 MB/s | -1.1% | 
+9.6% |
   | bs=100 sw=10 sl=64 | p50 | 84,729 us | 83,853 us | 94,505 us | +1.0% | 
-10.3% |
   | bs=100 sw=10 sl=64 | p95 | 102,182 us | 96,484 us | 100,941 us | +5.9% | 
+1.2% |
   | bs=100 sw=10 sl=64 | p99 | 102,182 us | 96,484 us | 108,642 us | +5.9% | 
-5.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,390 tuples/sec | 1,408 tuples/sec | 
1,119 tuples/sec | -1.3% | +24.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.848 MB/s | 0.86 MB/s | 0.683 MB/s | -1.4% | 
+24.1% |
   | bs=1000 sw=10 sl=64 | p50 | 717,454 us | 702,284 us | 924,404 us | +2.2% | 
-22.4% |
   | bs=1000 sw=10 sl=64 | p95 | 771,407 us | 779,950 us | 967,785 us | -1.1% | 
-20.3% |
   | bs=1000 sw=10 sl=64 | p99 | 771,407 us | 779,950 us | 995,630 us | -1.1% | 
-22.5% |
   
   </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
   0,10,10,64,20,432.28,200,128000,463,0.282,21560.81,25576.73,25576.73
   1,100,10,64,20,1684.78,2000,1280000,1187,0.725,84728.77,102181.55,102181.55
   
2,1000,10,64,20,14393.27,20000,12800000,1390,0.848,717453.67,771406.61,771406.61
   ```
   
   </details>
   


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