github-actions[bot] commented on PR #8988:
URL: https://github.com/apache/texera/pull/8988#issuecomment-6180557176

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `6a29c59` 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/38630374269)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 372 | 0.227 | 26,487/32,889/32,889 us | 🔴 +14.7% / 
🔴 +118.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 780 | 0.476 | 126,351/144,256/144,256 us | 🟢 
-10.0% / 🔴 +38.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 910 | 0.556 | 1,099,987/1,181,077/1,181,077 us | 
🔴 +5.9% / 🔴 +19.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6a29c59` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 416 tuples/sec | 822.11 
tuples/sec | -10.6% | -54.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.254 MB/s | 0.502 MB/s | -10.6% | 
-54.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,487 us | 23,097 us | 12,129 us | +14.7% | 
+118.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,889 us | 36,357 us | 15,469 us | -9.5% | 
+112.6% |
   | bs=10 sw=10 sl=64 | p99 | 32,889 us | 36,357 us | 18,357 us | -9.5% | 
+79.2% |
   | bs=100 sw=10 sl=64 | throughput | 780 tuples/sec | 804 tuples/sec | 1,058 
tuples/sec | -3.0% | -26.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.476 MB/s | 0.491 MB/s | 0.646 MB/s | -3.1% | 
-26.3% |
   | bs=100 sw=10 sl=64 | p50 | 126,351 us | 122,623 us | 97,399 us | +3.0% | 
+29.7% |
   | bs=100 sw=10 sl=64 | p95 | 144,256 us | 160,241 us | 104,184 us | -10.0% | 
+38.5% |
   | bs=100 sw=10 sl=64 | p99 | 144,256 us | 160,241 us | 117,615 us | -10.0% | 
+22.7% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 932 tuples/sec | 1,099 
tuples/sec | -2.4% | -17.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.569 MB/s | 0.671 MB/s | -2.3% 
| -17.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,099,987 us | 1,070,663 us | 946,743 us | 
+2.7% | +16.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,181,077 us | 1,115,452 us | 985,437 us | 
+5.9% | +19.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,181,077 us | 1,115,452 us | 1,012,622 us | 
+5.9% | +16.6% |
   
   </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
   0,10,10,64,20,537.64,200,128000,372,0.227,26486.87,32888.69,32888.69
   1,100,10,64,20,2564.22,2000,1280000,780,0.476,126350.85,144256.30,144256.30
   
2,1000,10,64,20,21973.02,20000,12800000,910,0.556,1099986.52,1181076.82,1181076.82
   ```
   
   </details>
   


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