github-actions[bot] commented on PR #7676:
URL: https://github.com/apache/texera/pull/7676#issuecomment-5300257284

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `4b526eb` 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/31860912015)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 340 | 0.208 | 28,589/34,875/34,875 us | 🟢 -71.4% / 
🔴 +124.9% |
   | 🟢 | bs=100 sw=10 sl=64 | 748 | 0.456 | 129,239/162,889/162,889 us | 🟢 
-9.9% / 🔴 +53.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 884 | 0.54 | 1,129,269/1,187,668/1,187,668 us | 
⚪ within ±5% / 🔴 +16.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4b526eb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 340 tuples/sec | 327 tuples/sec | 779.28 
tuples/sec | +4.0% | -56.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.208 MB/s | 0.2 MB/s | 0.476 MB/s | +4.0% | 
-56.3% |
   | bs=10 sw=10 sl=64 | p50 | 28,589 us | 25,940 us | 12,712 us | +10.2% | 
+124.9% |
   | bs=10 sw=10 sl=64 | p95 | 34,875 us | 121,741 us | 16,345 us | -71.4% | 
+113.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,875 us | 121,741 us | 19,050 us | -71.4% | 
+83.1% |
   | bs=100 sw=10 sl=64 | throughput | 748 tuples/sec | 753 tuples/sec | 1,017 
tuples/sec | -0.7% | -26.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.456 MB/s | 0.46 MB/s | 0.621 MB/s | -0.9% | 
-26.6% |
   | bs=100 sw=10 sl=64 | p50 | 129,239 us | 126,688 us | 100,048 us | +2.0% | 
+29.2% |
   | bs=100 sw=10 sl=64 | p95 | 162,889 us | 180,811 us | 106,477 us | -9.9% | 
+53.0% |
   | bs=100 sw=10 sl=64 | p99 | 162,889 us | 180,811 us | 114,739 us | -9.9% | 
+42.0% |
   | bs=1000 sw=10 sl=64 | throughput | 884 tuples/sec | 888 tuples/sec | 1,048 
tuples/sec | -0.5% | -15.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.54 MB/s | 0.542 MB/s | 0.639 MB/s | -0.4% | 
-15.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,129,269 us | 1,125,703 us | 976,350 us | 
+0.3% | +15.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,187,668 us | 1,200,985 us | 1,022,084 us | 
-1.1% | +16.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,187,668 us | 1,200,985 us | 1,053,520 us | 
-1.1% | +12.7% |
   
   </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
   0,10,10,64,20,588.01,200,128000,340,0.208,28588.95,34874.86,34874.86
   1,100,10,64,20,2675.01,2000,1280000,748,0.456,129238.91,162889.45,162889.45
   
2,1000,10,64,20,22618.79,20000,12800000,884,0.540,1129269.06,1187668.42,1187668.42
   ```
   
   </details>
   


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