github-actions[bot] commented on PR #7034:
URL: https://github.com/apache/texera/pull/7034#issuecomment-5118197302

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `a61702f` 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/30448841996)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 367 | 0.224 | 27,566/35,784/35,784 us | 🔴 +12.4% / 
🔴 +126.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 804 | 0.491 | 123,311/151,571/151,571 us | 🔴 
+12.5% / 🔴 +41.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 917 | 0.559 | 1,089,078/1,217,965/1,217,965 us | 
🔴 +9.1% / 🔴 +18.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a61702f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 367 tuples/sec | 404 tuples/sec | 787.55 
tuples/sec | -9.2% | -53.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.224 MB/s | 0.247 MB/s | 0.481 MB/s | -9.3% | 
-53.4% |
   | bs=10 sw=10 sl=64 | p50 | 27,566 us | 24,534 us | 12,255 us | +12.4% | 
+124.9% |
   | bs=10 sw=10 sl=64 | p95 | 35,784 us | 37,557 us | 15,802 us | -4.7% | 
+126.4% |
   | bs=10 sw=10 sl=64 | p99 | 35,784 us | 37,557 us | 19,008 us | -4.7% | 
+88.3% |
   | bs=100 sw=10 sl=64 | throughput | 804 tuples/sec | 836 tuples/sec | 997.81 
tuples/sec | -3.8% | -19.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.51 MB/s | 0.609 MB/s | -3.7% | 
-19.4% |
   | bs=100 sw=10 sl=64 | p50 | 123,311 us | 119,988 us | 100,690 us | +2.8% | 
+22.5% |
   | bs=100 sw=10 sl=64 | p95 | 151,571 us | 134,740 us | 107,316 us | +12.5% | 
+41.2% |
   | bs=100 sw=10 sl=64 | p99 | 151,571 us | 134,740 us | 113,823 us | +12.5% | 
+33.2% |
   | bs=1000 sw=10 sl=64 | throughput | 917 tuples/sec | 921 tuples/sec | 1,030 
tuples/sec | -0.4% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.559 MB/s | 0.562 MB/s | 0.629 MB/s | -0.5% 
| -11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,089,078 us | 1,087,824 us | 981,213 us | 
+0.1% | +11.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,217,965 us | 1,116,552 us | 1,027,605 us | 
+9.1% | +18.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,217,965 us | 1,116,552 us | 1,055,466 us | 
+9.1% | +15.4% |
   
   </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
   0,10,10,64,20,545.67,200,128000,367,0.224,27566.15,35783.76,35783.76
   1,100,10,64,20,2486.85,2000,1280000,804,0.491,123311.35,151570.74,151570.74
   
2,1000,10,64,20,21820.69,20000,12800000,917,0.559,1089077.88,1217964.77,1217964.77
   ```
   
   </details>
   


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