github-actions[bot] commented on PR #7705:
URL: https://github.com/apache/texera/pull/7705#issuecomment-5312651072

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `1c4662b` 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/32001651075)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 422 | 0.257 | 23,479/28,441/28,441 us | 🟢 -12.3% / 
🔴 +86.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 911 | 0.556 | 110,014/129,932/129,932 us | 🟢 
-21.5% / 🔴 +23.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,065 | 0.65 | 933,557/1,029,234/1,029,234 us | 
🔴 +5.7% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1c4662b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 422 tuples/sec | 439 tuples/sec | 784.16 
tuples/sec | -3.9% | -46.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.257 MB/s | 0.268 MB/s | 0.479 MB/s | -4.1% | 
-46.3% |
   | bs=10 sw=10 sl=64 | p50 | 23,479 us | 22,875 us | 12,626 us | +2.6% | 
+86.0% |
   | bs=10 sw=10 sl=64 | p95 | 28,441 us | 32,426 us | 16,169 us | -12.3% | 
+75.9% |
   | bs=10 sw=10 sl=64 | p99 | 28,441 us | 32,426 us | 18,986 us | -12.3% | 
+49.8% |
   | bs=100 sw=10 sl=64 | throughput | 911 tuples/sec | 899 tuples/sec | 1,023 
tuples/sec | +1.3% | -11.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.549 MB/s | 0.625 MB/s | +1.3% | 
-11.0% |
   | bs=100 sw=10 sl=64 | p50 | 110,014 us | 102,543 us | 99,185 us | +7.3% | 
+10.9% |
   | bs=100 sw=10 sl=64 | p95 | 129,932 us | 165,467 us | 105,616 us | -21.5% | 
+23.0% |
   | bs=100 sw=10 sl=64 | p99 | 129,932 us | 165,467 us | 113,681 us | -21.5% | 
+14.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,065 tuples/sec | 1,070 tuples/sec | 
1,057 tuples/sec | -0.5% | +0.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.65 MB/s | 0.653 MB/s | 0.645 MB/s | -0.5% | 
+0.8% |
   | bs=1000 sw=10 sl=64 | p50 | 933,557 us | 941,026 us | 965,435 us | -0.8% | 
-3.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,029,234 us | 973,451 us | 1,012,135 us | 
+5.7% | +1.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,029,234 us | 973,451 us | 1,042,088 us | 
+5.7% | -1.2% |
   
   </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
   0,10,10,64,20,474.27,200,128000,422,0.257,23479.15,28440.93,28440.93
   1,100,10,64,20,2195.80,2000,1280000,911,0.556,110014.11,129932.44,129932.44
   
2,1000,10,64,20,18778.67,20000,12800000,1065,0.650,933557.42,1029233.58,1029233.58
   ```
   
   </details>
   


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