github-actions[bot] commented on PR #6199:
URL: https://github.com/apache/texera/pull/6199#issuecomment-4887552291

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `aaed085` 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/28754356296)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 401 | 0.245 | 23,224/44,227/44,227 us | 🔴 +32.3% / 
🔴 +190.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 936 | 0.571 | 104,616/127,232/127,232 us | ⚪ 
within ±5% / 🔴 +17.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,085 | 0.662 | 916,222/958,659/958,659 us | ⚪ 
within ±5% / 🟢 -9.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `aaed085` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 401 tuples/sec | 432 tuples/sec | 777.63 
tuples/sec | -7.2% | -48.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.263 MB/s | 0.475 MB/s | -6.8% | 
-48.4% |
   | bs=10 sw=10 sl=64 | p50 | 23,224 us | 21,357 us | 12,603 us | +8.7% | 
+84.3% |
   | bs=10 sw=10 sl=64 | p95 | 44,227 us | 33,425 us | 15,215 us | +32.3% | 
+190.7% |
   | bs=10 sw=10 sl=64 | p99 | 44,227 us | 33,425 us | 18,617 us | +32.3% | 
+137.6% |
   | bs=100 sw=10 sl=64 | throughput | 936 tuples/sec | 933 tuples/sec | 987.11 
tuples/sec | +0.3% | -5.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.571 MB/s | 0.57 MB/s | 0.602 MB/s | +0.2% | 
-5.2% |
   | bs=100 sw=10 sl=64 | p50 | 104,616 us | 105,096 us | 101,428 us | -0.5% | 
+3.1% |
   | bs=100 sw=10 sl=64 | p95 | 127,232 us | 126,562 us | 107,959 us | +0.5% | 
+17.9% |
   | bs=100 sw=10 sl=64 | p99 | 127,232 us | 126,562 us | 114,777 us | +0.5% | 
+10.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,085 tuples/sec | 1,097 tuples/sec | 
1,021 tuples/sec | -1.1% | +6.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.662 MB/s | 0.67 MB/s | 0.623 MB/s | -1.2% | 
+6.2% |
   | bs=1000 sw=10 sl=64 | p50 | 916,222 us | 912,141 us | 986,363 us | +0.4% | 
-7.1% |
   | bs=1000 sw=10 sl=64 | p95 | 958,659 us | 973,588 us | 1,026,594 us | -1.5% 
| -6.6% |
   | bs=1000 sw=10 sl=64 | p99 | 958,659 us | 973,588 us | 1,054,559 us | -1.5% 
| -9.1% |
   
   </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
   0,10,10,64,20,498.60,200,128000,401,0.245,23223.84,44227.12,44227.12
   1,100,10,64,20,2137.31,2000,1280000,936,0.571,104616.38,127231.99,127231.99
   
2,1000,10,64,20,18432.51,20000,12800000,1085,0.662,916222.14,958658.69,958658.69
   ```
   
   </details>
   


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