github-actions[bot] commented on PR #7767:
URL: https://github.com/apache/texera/pull/7767#issuecomment-5335996986

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `fb9f4e2` 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/32201210474)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 411 | 0.251 | 23,557/30,651/30,651 us | 🟢 -28.8% / 
🔴 +89.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 798 | 0.487 | 124,622/146,738/146,738 us | 🟢 
-8.6% / 🔴 +32.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 901 | 0.55 | 1,107,737/1,191,695/1,191,695 us | 
⚪ within ±5% / 🔴 +12.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fb9f4e2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 411 tuples/sec | 408 tuples/sec | 743.3 
tuples/sec | +0.7% | -44.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.251 MB/s | 0.249 MB/s | 0.454 MB/s | +0.8% | 
-44.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,557 us | 19,869 us | 13,204 us | +18.6% | 
+78.4% |
   | bs=10 sw=10 sl=64 | p95 | 30,651 us | 43,024 us | 16,220 us | -28.8% | 
+89.0% |
   | bs=10 sw=10 sl=64 | p99 | 30,651 us | 43,024 us | 19,867 us | -28.8% | 
+54.3% |
   | bs=100 sw=10 sl=64 | throughput | 798 tuples/sec | 779 tuples/sec | 959.52 
tuples/sec | +2.4% | -16.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.487 MB/s | 0.476 MB/s | 0.586 MB/s | +2.3% | 
-16.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,622 us | 126,614 us | 103,974 us | -1.6% | 
+19.9% |
   | bs=100 sw=10 sl=64 | p95 | 146,738 us | 160,524 us | 111,036 us | -8.6% | 
+32.2% |
   | bs=100 sw=10 sl=64 | p99 | 146,738 us | 160,524 us | 118,982 us | -8.6% | 
+23.3% |
   | bs=1000 sw=10 sl=64 | throughput | 901 tuples/sec | 924 tuples/sec | 
994.68 tuples/sec | -2.5% | -9.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.564 MB/s | 0.607 MB/s | -2.5% | 
-9.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,737 us | 1,081,808 us | 1,011,206 us | 
+2.4% | +9.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,191,695 us | 1,137,640 us | 1,055,603 us | 
+4.8% | +12.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,191,695 us | 1,137,640 us | 1,084,808 us | 
+4.8% | +9.9% |
   
   </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
   0,10,10,64,20,486.44,200,128000,411,0.251,23556.96,30650.72,30650.72
   1,100,10,64,20,2507.64,2000,1280000,798,0.487,124621.69,146737.89,146737.89
   
2,1000,10,64,20,22196.01,20000,12800000,901,0.550,1107736.63,1191694.96,1191694.96
   ```
   
   </details>
   


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