github-actions[bot] commented on PR #6151:
URL: https://github.com/apache/texera/pull/6151#issuecomment-4885430599

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `95684eb` 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/28735063339)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 417 | 0.255 | 23,151/31,043/31,043 us | 🔴 +18.2% / 
🔴 +105.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 947 | 0.578 | 106,558/114,817/114,817 us | 🟢 
-11.1% / 🔴 +6.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,096 | 0.669 | 911,748/968,974/968,974 us | ⚪ 
within ±5% / 🟢 -8.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `95684eb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 417 tuples/sec | 481 tuples/sec | 776.36 
tuples/sec | -13.3% | -46.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.255 MB/s | 0.294 MB/s | 0.474 MB/s | -13.3% | 
-46.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,151 us | 19,579 us | 12,636 us | +18.2% | 
+83.2% |
   | bs=10 sw=10 sl=64 | p95 | 31,043 us | 30,744 us | 15,143 us | +1.0% | 
+105.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,043 us | 30,744 us | 18,954 us | +1.0% | 
+63.8% |
   | bs=100 sw=10 sl=64 | throughput | 947 tuples/sec | 960 tuples/sec | 985.33 
tuples/sec | -1.4% | -3.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.586 MB/s | 0.601 MB/s | -1.4% | 
-3.9% |
   | bs=100 sw=10 sl=64 | p50 | 106,558 us | 102,026 us | 101,671 us | +4.4% | 
+4.8% |
   | bs=100 sw=10 sl=64 | p95 | 114,817 us | 129,152 us | 107,939 us | -11.1% | 
+6.4% |
   | bs=100 sw=10 sl=64 | p99 | 114,817 us | 129,152 us | 113,798 us | -11.1% | 
+0.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,096 tuples/sec | 1,081 tuples/sec | 
1,016 tuples/sec | +1.4% | +7.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.66 MB/s | 0.62 MB/s | +1.4% | 
+7.8% |
   | bs=1000 sw=10 sl=64 | p50 | 911,748 us | 925,208 us | 989,693 us | -1.5% | 
-7.9% |
   | bs=1000 sw=10 sl=64 | p95 | 968,974 us | 970,909 us | 1,028,327 us | -0.2% 
| -5.8% |
   | bs=1000 sw=10 sl=64 | p99 | 968,974 us | 970,909 us | 1,059,969 us | -0.2% 
| -8.6% |
   
   </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
   0,10,10,64,20,479.60,200,128000,417,0.255,23151.36,31043.32,31043.32
   1,100,10,64,20,2113.01,2000,1280000,947,0.578,106557.89,114817.45,114817.45
   
2,1000,10,64,20,18247.41,20000,12800000,1096,0.669,911747.85,968973.72,968973.72
   ```
   
   </details>
   


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