github-actions[bot] commented on PR #6290:
URL: https://github.com/apache/texera/pull/6290#issuecomment-4923286720

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `4178064` 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/29005589560)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 397 | 0.242 | 24,770/32,054/32,054 us | 🔴 +21.3% / 
🔴 +104.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 804 | 0.491 | 124,731/143,303/143,303 us | 🟢 
-10.1% / 🔴 +31.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 912 | 0.557 | 1,085,895/1,265,059/1,265,059 us | 
🔴 +10.6% / 🔴 +20.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4178064` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 397 tuples/sec | 425 tuples/sec | 760.25 
tuples/sec | -6.6% | -47.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.242 MB/s | 0.26 MB/s | 0.464 MB/s | -6.9% | 
-47.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,770 us | 20,417 us | 12,873 us | +21.3% | 
+92.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,054 us | 34,885 us | 15,648 us | -8.1% | 
+104.8% |
   | bs=10 sw=10 sl=64 | p99 | 32,054 us | 34,885 us | 19,338 us | -8.1% | 
+65.8% |
   | bs=100 sw=10 sl=64 | throughput | 804 tuples/sec | 812 tuples/sec | 974.75 
tuples/sec | -1.0% | -17.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.496 MB/s | 0.595 MB/s | -1.0% | 
-17.5% |
   | bs=100 sw=10 sl=64 | p50 | 124,731 us | 121,409 us | 102,470 us | +2.7% | 
+21.7% |
   | bs=100 sw=10 sl=64 | p95 | 143,303 us | 159,487 us | 109,144 us | -10.1% | 
+31.3% |
   | bs=100 sw=10 sl=64 | p99 | 143,303 us | 159,487 us | 115,530 us | -10.1% | 
+24.0% |
   | bs=1000 sw=10 sl=64 | throughput | 912 tuples/sec | 929 tuples/sec | 1,000 
tuples/sec | -1.8% | -8.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.567 MB/s | 0.61 MB/s | -1.8% | 
-8.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,895 us | 1,074,840 us | 1,005,545 us | 
+1.0% | +8.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,265,059 us | 1,143,421 us | 1,045,968 us | 
+10.6% | +20.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,265,059 us | 1,143,421 us | 1,076,800 us | 
+10.6% | +17.5% |
   
   </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
   0,10,10,64,20,504.12,200,128000,397,0.242,24770.16,32053.79,32053.79
   1,100,10,64,20,2488.35,2000,1280000,804,0.491,124730.91,143303.22,143303.22
   
2,1000,10,64,20,21932.00,20000,12800000,912,0.557,1085895.13,1265058.79,1265058.79
   ```
   
   </details>
   


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