github-actions[bot] commented on PR #7937:
URL: https://github.com/apache/texera/pull/7937#issuecomment-5400545146

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32770243992)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 405 | 0.247 | 24,499/32,441/32,441 us | 🔴 -10.2% / 
🔴 +130.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 934 | 0.57 | 105,597/134,516/134,516 us | 🔴 
+14.6% / 🔴 +39.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,102 | 0.672 | 909,838/947,645/947,645 us | ⚪ 
within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 405 tuples/sec | 451 tuples/sec | 863.81 
tuples/sec | -10.2% | -53.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.247 MB/s | 0.275 MB/s | 0.527 MB/s | -10.2% | 
-53.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,499 us | 22,571 us | 11,488 us | +8.5% | 
+113.3% |
   | bs=10 sw=10 sl=64 | p95 | 32,441 us | 31,391 us | 14,067 us | +3.3% | 
+130.6% |
   | bs=10 sw=10 sl=64 | p99 | 32,441 us | 31,391 us | 17,591 us | +3.3% | 
+84.4% |
   | bs=100 sw=10 sl=64 | throughput | 934 tuples/sec | 980 tuples/sec | 1,127 
tuples/sec | -4.7% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.598 MB/s | 0.688 MB/s | -4.7% | 
-17.1% |
   | bs=100 sw=10 sl=64 | p50 | 105,597 us | 103,084 us | 89,893 us | +2.4% | 
+17.5% |
   | bs=100 sw=10 sl=64 | p95 | 134,516 us | 117,393 us | 96,506 us | +14.6% | 
+39.4% |
   | bs=100 sw=10 sl=64 | p99 | 134,516 us | 117,393 us | 104,915 us | +14.6% | 
+28.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,102 tuples/sec | 1,106 tuples/sec | 
1,156 tuples/sec | -0.4% | -4.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.672 MB/s | 0.675 MB/s | 0.705 MB/s | -0.4% 
| -4.7% |
   | bs=1000 sw=10 sl=64 | p50 | 909,838 us | 900,978 us | 886,448 us | +1.0% | 
+2.6% |
   | bs=1000 sw=10 sl=64 | p95 | 947,645 us | 986,539 us | 930,093 us | -3.9% | 
+1.9% |
   | bs=1000 sw=10 sl=64 | p99 | 947,645 us | 986,539 us | 963,104 us | -3.9% | 
-1.6% |
   
   </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
   0,10,10,64,20,494.29,200,128000,405,0.247,24499.13,32440.86,32440.86
   1,100,10,64,20,2140.81,2000,1280000,934,0.570,105597.10,134516.07,134516.07
   
2,1000,10,64,20,18154.26,20000,12800000,1102,0.672,909837.68,947645.21,947645.21
   ```
   
   </details>
   


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