github-actions[bot] commented on PR #7221:
URL: https://github.com/apache/texera/pull/7221#issuecomment-5150184873

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `050c226` 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/30687580545)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 25,686/35,212/35,212 us | 🔴 +14.8% / 
🔴 +117.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 788 | 0.481 | 124,170/152,970/152,970 us | ⚪ 
within ±5% / 🔴 +38.1% |
   | 🟢 | bs=1000 sw=10 sl=64 | 917 | 0.56 | 1,093,866/1,144,885/1,144,885 us | 
🟢 -5.7% / 🔴 +7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `050c226` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 412 tuples/sec | 765.25 
tuples/sec | -5.8% | -49.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.252 MB/s | 0.467 MB/s | -6.0% | 
-49.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,686 us | 22,381 us | 12,703 us | +14.8% | 
+102.2% |
   | bs=10 sw=10 sl=64 | p95 | 35,212 us | 34,060 us | 16,199 us | +3.4% | 
+117.4% |
   | bs=10 sw=10 sl=64 | p99 | 35,212 us | 34,060 us | 19,557 us | +3.4% | 
+80.0% |
   | bs=100 sw=10 sl=64 | throughput | 788 tuples/sec | 821 tuples/sec | 965.22 
tuples/sec | -4.0% | -18.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.501 MB/s | 0.589 MB/s | -4.0% | 
-18.4% |
   | bs=100 sw=10 sl=64 | p50 | 124,170 us | 119,578 us | 103,830 us | +3.8% | 
+19.6% |
   | bs=100 sw=10 sl=64 | p95 | 152,970 us | 149,372 us | 110,778 us | +2.4% | 
+38.1% |
   | bs=100 sw=10 sl=64 | p99 | 152,970 us | 149,372 us | 118,713 us | +2.4% | 
+28.9% |
   | bs=1000 sw=10 sl=64 | throughput | 917 tuples/sec | 917 tuples/sec | 
992.33 tuples/sec | 0.0% | -7.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.56 MB/s | 0.559 MB/s | 0.606 MB/s | +0.2% | 
-7.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,866 us | 1,081,527 us | 1,016,959 us | 
+1.1% | +7.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,144,885 us | 1,213,947 us | 1,062,501 us | 
-5.7% | +7.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,144,885 us | 1,213,947 us | 1,082,611 us | 
-5.7% | +5.8% |
   
   </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
   0,10,10,64,20,515.40,200,128000,388,0.237,25685.51,35212.42,35212.42
   1,100,10,64,20,2537.02,2000,1280000,788,0.481,124169.98,152969.56,152969.56
   
2,1000,10,64,20,21816.39,20000,12800000,917,0.560,1093866.35,1144884.57,1144884.57
   ```
   
   </details>
   


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