github-actions[bot] commented on PR #6278:
URL: https://github.com/apache/texera/pull/6278#issuecomment-4919949906

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 7 better · 🔴 3 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `18ccda9` 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/28981401082)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 371 | 0.227 | 25,698/35,199/35,199 us | 🟢 -11.7% / 
🔴 +124.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 764 | 0.466 | 130,973/146,303/146,303 us | 🔴 
+9.4% / 🔴 +34.0% |
   | 🟢 | bs=1000 sw=10 sl=64 | 907 | 0.554 | 1,105,698/1,159,314/1,159,314 us | 
🟢 -5.8% / 🔴 +10.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `18ccda9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 371 tuples/sec | 352 tuples/sec | 760.25 
tuples/sec | +5.4% | -51.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.215 MB/s | 0.464 MB/s | +5.6% | 
-51.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,698 us | 28,927 us | 12,873 us | -11.2% | 
+99.6% |
   | bs=10 sw=10 sl=64 | p95 | 35,199 us | 39,864 us | 15,648 us | -11.7% | 
+124.9% |
   | bs=10 sw=10 sl=64 | p99 | 35,199 us | 39,864 us | 19,338 us | -11.7% | 
+82.0% |
   | bs=100 sw=10 sl=64 | throughput | 764 tuples/sec | 813 tuples/sec | 974.75 
tuples/sec | -6.0% | -21.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.496 MB/s | 0.595 MB/s | -6.0% | 
-21.7% |
   | bs=100 sw=10 sl=64 | p50 | 130,973 us | 119,725 us | 102,470 us | +9.4% | 
+27.8% |
   | bs=100 sw=10 sl=64 | p95 | 146,303 us | 149,495 us | 109,144 us | -2.1% | 
+34.0% |
   | bs=100 sw=10 sl=64 | p99 | 146,303 us | 149,495 us | 115,530 us | -2.1% | 
+26.6% |
   | bs=1000 sw=10 sl=64 | throughput | 907 tuples/sec | 871 tuples/sec | 1,000 
tuples/sec | +4.1% | -9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.532 MB/s | 0.61 MB/s | +4.1% | 
-9.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,105,698 us | 1,146,541 us | 1,005,545 us | 
-3.6% | +10.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,159,314 us | 1,231,093 us | 1,045,968 us | 
-5.8% | +10.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,159,314 us | 1,231,093 us | 1,076,800 us | 
-5.8% | +7.7% |
   
   </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
   0,10,10,64,20,538.65,200,128000,371,0.227,25697.52,35198.87,35198.87
   1,100,10,64,20,2618.34,2000,1280000,764,0.466,130972.62,146303.22,146303.22
   
2,1000,10,64,20,22047.33,20000,12800000,907,0.554,1105697.67,1159313.87,1159313.87
   ```
   
   </details>
   


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