github-actions[bot] commented on PR #8990:
URL: https://github.com/apache/texera/pull/8990#issuecomment-6180934195

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 10 worse · ⚪ 3 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/38654291583)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 356 | 0.217 | 27,354/36,564/36,564 us | 🔴 +22.6% / 
🔴 +136.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 768 | 0.469 | 128,227/166,938/166,938 us | 🔴 
+10.1% / 🔴 +60.2% |
   | 🟢 | bs=1000 sw=10 sl=64 | 918 | 0.56 | 1,083,182/1,153,982/1,153,982 us | 
🟢 -5.1% / 🔴 +17.1% |
   
   <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 | 356 tuples/sec | 434 tuples/sec | 822.11 
tuples/sec | -18.0% | -56.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.217 MB/s | 0.265 MB/s | 0.502 MB/s | -18.1% | 
-56.8% |
   | bs=10 sw=10 sl=64 | p50 | 27,354 us | 22,319 us | 12,129 us | +22.6% | 
+125.5% |
   | bs=10 sw=10 sl=64 | p95 | 36,564 us | 34,314 us | 15,469 us | +6.6% | 
+136.4% |
   | bs=10 sw=10 sl=64 | p99 | 36,564 us | 34,314 us | 18,357 us | +6.6% | 
+99.2% |
   | bs=100 sw=10 sl=64 | throughput | 768 tuples/sec | 842 tuples/sec | 1,058 
tuples/sec | -8.8% | -27.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.469 MB/s | 0.514 MB/s | 0.646 MB/s | -8.8% | 
-27.4% |
   | bs=100 sw=10 sl=64 | p50 | 128,227 us | 116,474 us | 97,399 us | +10.1% | 
+31.7% |
   | bs=100 sw=10 sl=64 | p95 | 166,938 us | 158,549 us | 104,184 us | +5.3% | 
+60.2% |
   | bs=100 sw=10 sl=64 | p99 | 166,938 us | 158,549 us | 117,615 us | +5.3% | 
+41.9% |
   | bs=1000 sw=10 sl=64 | throughput | 918 tuples/sec | 889 tuples/sec | 1,099 
tuples/sec | +3.3% | -16.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.56 MB/s | 0.542 MB/s | 0.671 MB/s | +3.3% | 
-16.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,182 us | 1,123,593 us | 946,743 us | 
-3.6% | +14.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,153,982 us | 1,215,960 us | 985,437 us | 
-5.1% | +17.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,153,982 us | 1,215,960 us | 1,012,622 us | 
-5.1% | +14.0% |
   
   </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
   0,10,10,64,20,562.10,200,128000,356,0.217,27354.23,36563.69,36563.69
   1,100,10,64,20,2604.93,2000,1280000,768,0.469,128226.96,166937.72,166937.72
   
2,1000,10,64,20,21782.63,20000,12800000,918,0.560,1083182.07,1153982.01,1153982.01
   ```
   
   </details>
   


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