github-actions[bot] commented on PR #8324:
URL: https://github.com/apache/texera/pull/8324#issuecomment-5502042923

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `fc7cfcd` 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/33571333800)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 370 | 0.226 | 25,950/39,564/39,564 us | 🔴 +16.4% / 
🔴 +148.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 796 | 0.486 | 127,423/144,069/144,069 us | 🔴 
+8.0% / 🔴 +30.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,096,993/1,182,492/1,182,492 us | 
🔴 +5.8% / 🔴 +12.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fc7cfcd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 370 tuples/sec | 383 tuples/sec | 750.65 
tuples/sec | -3.4% | -50.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.234 MB/s | 0.458 MB/s | -3.4% | 
-50.7% |
   | bs=10 sw=10 sl=64 | p50 | 25,950 us | 27,212 us | 13,049 us | -4.6% | 
+98.9% |
   | bs=10 sw=10 sl=64 | p95 | 39,564 us | 34,004 us | 15,902 us | +16.4% | 
+148.8% |
   | bs=10 sw=10 sl=64 | p99 | 39,564 us | 34,004 us | 19,184 us | +16.4% | 
+106.2% |
   | bs=100 sw=10 sl=64 | throughput | 796 tuples/sec | 844 tuples/sec | 960.3 
tuples/sec | -5.7% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.486 MB/s | 0.515 MB/s | 0.586 MB/s | -5.6% | 
-17.1% |
   | bs=100 sw=10 sl=64 | p50 | 127,423 us | 117,977 us | 104,199 us | +8.0% | 
+22.3% |
   | bs=100 sw=10 sl=64 | p95 | 144,069 us | 136,693 us | 110,645 us | +5.4% | 
+30.2% |
   | bs=100 sw=10 sl=64 | p99 | 144,069 us | 136,693 us | 120,888 us | +5.4% | 
+19.2% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 927 tuples/sec | 
993.27 tuples/sec | -1.9% | -8.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.566 MB/s | 0.606 MB/s | -1.9% 
| -8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,096,993 us | 1,078,784 us | 1,012,191 us | 
+1.7% | +8.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,182,492 us | 1,117,641 us | 1,054,057 us | 
+5.8% | +12.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,182,492 us | 1,117,641 us | 1,081,313 us | 
+5.8% | +9.4% |
   
   </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
   0,10,10,64,20,541.01,200,128000,370,0.226,25949.58,39564.20,39564.20
   1,100,10,64,20,2512.41,2000,1280000,796,0.486,127423.05,144069.11,144069.11
   
2,1000,10,64,20,22006.42,20000,12800000,909,0.555,1096993.48,1182491.60,1182491.60
   ```
   
   </details>
   


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