github-actions[bot] commented on PR #6099:
URL: https://github.com/apache/texera/pull/6099#issuecomment-4881367631

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 3 better · 🔴 2 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `4c9d30a` 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/28701010444)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.245 | 24,401/35,772/35,772 us | 🔴 +8.9% / 
🔴 +133.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 802 | 0.49 | 123,419/150,296/150,296 us | 🟢 
-14.6% / 🔴 +38.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 928 | 0.566 | 1,080,890/1,127,989/1,127,989 us | 
⚪ within ±5% / 🔴 +9.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4c9d30a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 394 tuples/sec | 772.08 
tuples/sec | +2.0% | -47.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.241 MB/s | 0.471 MB/s | +1.7% | 
-48.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,401 us | 25,768 us | 12,745 us | -5.3% | 
+91.5% |
   | bs=10 sw=10 sl=64 | p95 | 35,772 us | 32,853 us | 15,330 us | +8.9% | 
+133.4% |
   | bs=10 sw=10 sl=64 | p99 | 35,772 us | 32,853 us | 19,054 us | +8.9% | 
+87.7% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 804 tuples/sec | 982.64 
tuples/sec | -0.2% | -18.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.491 MB/s | 0.6 MB/s | -0.2% | 
-18.3% |
   | bs=100 sw=10 sl=64 | p50 | 123,419 us | 119,434 us | 101,961 us | +3.3% | 
+21.0% |
   | bs=100 sw=10 sl=64 | p95 | 150,296 us | 176,040 us | 108,335 us | -14.6% | 
+38.7% |
   | bs=100 sw=10 sl=64 | p99 | 150,296 us | 176,040 us | 114,379 us | -14.6% | 
+31.4% |
   | bs=1000 sw=10 sl=64 | throughput | 928 tuples/sec | 933 tuples/sec | 1,013 
tuples/sec | -0.5% | -8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.57 MB/s | 0.618 MB/s | -0.7% | 
-8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,890 us | 1,070,840 us | 993,573 us | 
+0.9% | +8.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,127,989 us | 1,122,104 us | 1,032,489 us | 
+0.5% | +9.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,127,989 us | 1,122,104 us | 1,065,526 us | 
+0.5% | +5.9% |
   
   </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
   0,10,10,64,20,497.42,200,128000,402,0.245,24401.15,35772.36,35772.36
   1,100,10,64,20,2492.88,2000,1280000,802,0.490,123418.84,150296.48,150296.48
   
2,1000,10,64,20,21550.38,20000,12800000,928,0.566,1080890.05,1127988.72,1127988.72
   ```
   
   </details>
   


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