github-actions[bot] commented on PR #7242:
URL: https://github.com/apache/texera/pull/7242#issuecomment-5150916064

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `268f098` 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/30694513353)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 527 | 0.322 | 18,441/22,303/22,303 us | 🟢 -17.1% / 
🔴 +45.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,154 | 0.705 | 83,295/120,571/120,571 us | 🔴 
+7.0% / 🟢 -19.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,414 | 0.863 | 706,767/743,167/743,167 us | ⚪ 
within ±5% / 🟢 +42.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `268f098` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 527 tuples/sec | 527 tuples/sec | 765.25 
tuples/sec | 0.0% | -31.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.322 MB/s | 0.322 MB/s | 0.467 MB/s | 0.0% | 
-31.1% |
   | bs=10 sw=10 sl=64 | p50 | 18,441 us | 19,347 us | 12,703 us | -4.7% | 
+45.2% |
   | bs=10 sw=10 sl=64 | p95 | 22,303 us | 26,888 us | 16,199 us | -17.1% | 
+37.7% |
   | bs=10 sw=10 sl=64 | p99 | 22,303 us | 26,888 us | 19,557 us | -17.1% | 
+14.0% |
   | bs=100 sw=10 sl=64 | throughput | 1,154 tuples/sec | 1,194 tuples/sec | 
965.22 tuples/sec | -3.4% | +19.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.705 MB/s | 0.729 MB/s | 0.589 MB/s | -3.3% | 
+19.7% |
   | bs=100 sw=10 sl=64 | p50 | 83,295 us | 80,653 us | 103,830 us | +3.3% | 
-19.8% |
   | bs=100 sw=10 sl=64 | p95 | 120,571 us | 112,662 us | 110,778 us | +7.0% | 
+8.8% |
   | bs=100 sw=10 sl=64 | p99 | 120,571 us | 112,662 us | 118,713 us | +7.0% | 
+1.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,414 tuples/sec | 1,430 tuples/sec | 
992.33 tuples/sec | -1.1% | +42.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.863 MB/s | 0.873 MB/s | 0.606 MB/s | -1.1% 
| +42.5% |
   | bs=1000 sw=10 sl=64 | p50 | 706,767 us | 708,117 us | 1,016,959 us | -0.2% 
| -30.5% |
   | bs=1000 sw=10 sl=64 | p95 | 743,167 us | 737,025 us | 1,062,501 us | +0.8% 
| -30.1% |
   | bs=1000 sw=10 sl=64 | p99 | 743,167 us | 737,025 us | 1,082,611 us | +0.8% 
| -31.4% |
   
   </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
   0,10,10,64,20,379.22,200,128000,527,0.322,18441.05,22302.51,22302.51
   1,100,10,64,20,1732.60,2000,1280000,1154,0.705,83295.31,120571.43,120571.43
   
2,1000,10,64,20,14148.53,20000,12800000,1414,0.863,706766.57,743166.57,743166.57
   ```
   
   </details>
   


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