github-actions[bot] commented on PR #7758:
URL: https://github.com/apache/texera/pull/7758#issuecomment-5332835665

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `fb9f4e2` 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/32174621429)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 378 | 0.231 | 26,094/33,850/33,850 us | 🔴 +19.7% / 
🔴 +108.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 922 | 0.563 | 107,662/145,487/145,487 us | 🔴 
+20.9% / 🔴 +31.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,093 | 0.667 | 904,516/1,091,934/1,091,934 us | 
🔴 +10.3% / 🟢 -10.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fb9f4e2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 378 tuples/sec | 413 tuples/sec | 743.3 
tuples/sec | -8.5% | -49.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.231 MB/s | 0.252 MB/s | 0.454 MB/s | -8.3% | 
-49.1% |
   | bs=10 sw=10 sl=64 | p50 | 26,094 us | 21,792 us | 13,204 us | +19.7% | 
+97.6% |
   | bs=10 sw=10 sl=64 | p95 | 33,850 us | 39,501 us | 16,220 us | -14.3% | 
+108.7% |
   | bs=10 sw=10 sl=64 | p99 | 33,850 us | 39,501 us | 19,867 us | -14.3% | 
+70.4% |
   | bs=100 sw=10 sl=64 | throughput | 922 tuples/sec | 984 tuples/sec | 959.52 
tuples/sec | -6.3% | -3.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.601 MB/s | 0.586 MB/s | -6.3% | 
-3.9% |
   | bs=100 sw=10 sl=64 | p50 | 107,662 us | 103,132 us | 103,974 us | +4.4% | 
+3.5% |
   | bs=100 sw=10 sl=64 | p95 | 145,487 us | 120,288 us | 111,036 us | +20.9% | 
+31.0% |
   | bs=100 sw=10 sl=64 | p99 | 145,487 us | 120,288 us | 118,982 us | +20.9% | 
+22.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,093 tuples/sec | 1,095 tuples/sec | 
994.68 tuples/sec | -0.2% | +9.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.668 MB/s | 0.607 MB/s | -0.1% 
| +9.9% |
   | bs=1000 sw=10 sl=64 | p50 | 904,516 us | 904,133 us | 1,011,206 us | +0.0% 
| -10.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,091,934 us | 989,525 us | 1,055,603 us | 
+10.3% | +3.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,091,934 us | 989,525 us | 1,084,808 us | 
+10.3% | +0.7% |
   
   </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
   0,10,10,64,20,528.97,200,128000,378,0.231,26094.19,33849.74,33849.74
   1,100,10,64,20,2168.19,2000,1280000,922,0.563,107662.35,145486.62,145486.62
   
2,1000,10,64,20,18306.03,20000,12800000,1093,0.667,904516.14,1091934.11,1091934.11
   ```
   
   </details>
   


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