github-actions[bot] commented on PR #6928:
URL: https://github.com/apache/texera/pull/6928#issuecomment-5088675508

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `49f9e2c` 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/30247096950)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 401 | 0.244 | 24,463/37,126/37,126 us | 🔴 +11.4% / 
🔴 +126.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 804 | 0.491 | 124,583/152,331/152,331 us | ⚪ 
within ±5% / 🔴 +39.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,093,537/1,177,616/1,177,616 us | 
⚪ within ±5% / 🔴 +12.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `49f9e2c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 401 tuples/sec | 412 tuples/sec | 759.72 
tuples/sec | -2.7% | -47.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.251 MB/s | 0.464 MB/s | -2.8% | 
-47.4% |
   | bs=10 sw=10 sl=64 | p50 | 24,463 us | 24,037 us | 12,653 us | +1.8% | 
+93.3% |
   | bs=10 sw=10 sl=64 | p95 | 37,126 us | 33,336 us | 16,371 us | +11.4% | 
+126.8% |
   | bs=10 sw=10 sl=64 | p99 | 37,126 us | 33,336 us | 19,941 us | +11.4% | 
+86.2% |
   | bs=100 sw=10 sl=64 | throughput | 804 tuples/sec | 817 tuples/sec | 966.78 
tuples/sec | -1.6% | -16.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.499 MB/s | 0.59 MB/s | -1.6% | 
-16.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,583 us | 121,341 us | 103,654 us | +2.7% | 
+20.2% |
   | bs=100 sw=10 sl=64 | p95 | 152,331 us | 150,049 us | 109,308 us | +1.5% | 
+39.4% |
   | bs=100 sw=10 sl=64 | p99 | 152,331 us | 150,049 us | 116,369 us | +1.5% | 
+30.9% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 913 tuples/sec | 
997.95 tuples/sec | -0.2% | -8.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.557 MB/s | 0.609 MB/s | -0.2% 
| -8.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,537 us | 1,100,192 us | 1,007,348 us | 
-0.6% | +8.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,177,616 us | 1,137,155 us | 1,050,149 us | 
+3.6% | +12.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,177,616 us | 1,137,155 us | 1,079,497 us | 
+3.6% | +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
   0,10,10,64,20,499.27,200,128000,401,0.244,24462.71,37125.55,37125.55
   1,100,10,64,20,2487.95,2000,1280000,804,0.491,124582.85,152331.17,152331.17
   
2,1000,10,64,20,21951.00,20000,12800000,911,0.556,1093537.15,1177616.10,1177616.10
   ```
   
   </details>
   


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