github-actions[bot] commented on PR #8206:
URL: https://github.com/apache/texera/pull/8206#issuecomment-5473212074

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 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/33352633895)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 387 | 0.236 | 25,036/31,791/31,791 us | 🟢 -5.1% / 
🔴 +115.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 767 | 0.468 | 125,882/198,743/198,743 us | 🔴 
+31.7% / 🔴 +96.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.55 | 1,108,105/1,166,733/1,166,733 us | 
⚪ within ±5% / 🔴 +20.6% |
   
   <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 | 387 tuples/sec | 400 tuples/sec | 844.57 
tuples/sec | -3.3% | -54.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.244 MB/s | 0.515 MB/s | -3.3% | 
-54.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,036 us | 25,200 us | 11,837 us | -0.6% | 
+111.5% |
   | bs=10 sw=10 sl=64 | p95 | 31,791 us | 33,499 us | 14,788 us | -5.1% | 
+115.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,791 us | 33,499 us | 17,651 us | -5.1% | 
+80.1% |
   | bs=100 sw=10 sl=64 | throughput | 767 tuples/sec | 817 tuples/sec | 1,084 
tuples/sec | -6.1% | -29.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.468 MB/s | 0.499 MB/s | 0.662 MB/s | -6.2% | 
-29.3% |
   | bs=100 sw=10 sl=64 | p50 | 125,882 us | 120,213 us | 94,505 us | +4.7% | 
+33.2% |
   | bs=100 sw=10 sl=64 | p95 | 198,743 us | 150,940 us | 100,941 us | +31.7% | 
+96.9% |
   | bs=100 sw=10 sl=64 | p99 | 198,743 us | 150,940 us | 108,642 us | +31.7% | 
+82.9% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 906 tuples/sec | 1,119 
tuples/sec | -0.4% | -19.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.553 MB/s | 0.683 MB/s | -0.5% | 
-19.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,108,105 us | 1,100,545 us | 924,404 us | 
+0.7% | +19.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,166,733 us | 1,174,712 us | 967,785 us | 
-0.7% | +20.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,166,733 us | 1,174,712 us | 995,630 us | 
-0.7% | +17.2% |
   
   </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
   0,10,10,64,20,517.10,200,128000,387,0.236,25036.40,31791.22,31791.22
   1,100,10,64,20,2607.78,2000,1280000,767,0.468,125882.44,198743.32,198743.32
   
2,1000,10,64,20,22180.12,20000,12800000,902,0.550,1108105.40,1166733.05,1166733.05
   ```
   
   </details>
   


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