github-actions[bot] commented on PR #7207:
URL: https://github.com/apache/texera/pull/7207#issuecomment-5149385103

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `0107183` 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/30680478258)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 372 | 0.227 | 25,925/32,986/32,986 us | 🟢 -13.3% / 
🔴 +104.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 790 | 0.482 | 128,331/150,002/150,002 us | 🔴 
+6.9% / 🔴 +35.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,100,680/1,143,724/1,143,724 us | 
⚪ within ±5% / 🔴 -8.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0107183` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 400 tuples/sec | 765.25 
tuples/sec | -7.0% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.244 MB/s | 0.467 MB/s | -7.0% | 
-51.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,925 us | 24,173 us | 12,703 us | +7.3% | 
+104.1% |
   | bs=10 sw=10 sl=64 | p95 | 32,986 us | 38,046 us | 16,199 us | -13.3% | 
+103.6% |
   | bs=10 sw=10 sl=64 | p99 | 32,986 us | 38,046 us | 19,557 us | -13.3% | 
+68.7% |
   | bs=100 sw=10 sl=64 | throughput | 790 tuples/sec | 819 tuples/sec | 965.22 
tuples/sec | -3.5% | -18.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.482 MB/s | 0.5 MB/s | 0.589 MB/s | -3.6% | 
-18.2% |
   | bs=100 sw=10 sl=64 | p50 | 128,331 us | 120,042 us | 103,830 us | +6.9% | 
+23.6% |
   | bs=100 sw=10 sl=64 | p95 | 150,002 us | 143,661 us | 110,778 us | +4.4% | 
+35.4% |
   | bs=100 sw=10 sl=64 | p99 | 150,002 us | 143,661 us | 118,713 us | +4.4% | 
+26.4% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 927 tuples/sec | 
992.33 tuples/sec | -1.9% | -8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.566 MB/s | 0.606 MB/s | -1.9% 
| -8.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,100,680 us | 1,077,483 us | 1,016,959 us | 
+2.2% | +8.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,143,724 us | 1,128,204 us | 1,062,501 us | 
+1.4% | +7.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,143,724 us | 1,128,204 us | 1,082,611 us | 
+1.4% | +5.6% |
   
   </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
   0,10,10,64,20,537.09,200,128000,372,0.227,25925.34,32985.57,32985.57
   1,100,10,64,20,2530.59,2000,1280000,790,0.482,128330.97,150001.96,150001.96
   
2,1000,10,64,20,21993.53,20000,12800000,909,0.555,1100680.21,1143723.61,1143723.61
   ```
   
   </details>
   


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