github-actions[bot] commented on PR #8312:
URL: https://github.com/apache/texera/pull/8312#issuecomment-5499047034

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `8aea604` 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/33547347849)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 355 | 0.217 | 27,697/34,151/34,151 us | 🔴 +24.7% / 
🔴 +114.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 125,242/175,557/175,557 us | 🔴 
+24.4% / 🔴 +58.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 901 | 0.55 | 1,101,853/1,221,870/1,221,870 us | 
⚪ within ±5% / 🔴 +15.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8aea604` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 355 tuples/sec | 425 tuples/sec | 750.65 
tuples/sec | -16.5% | -52.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.217 MB/s | 0.259 MB/s | 0.458 MB/s | -16.2% | 
-52.6% |
   | bs=10 sw=10 sl=64 | p50 | 27,697 us | 22,204 us | 13,049 us | +24.7% | 
+112.2% |
   | bs=10 sw=10 sl=64 | p95 | 34,151 us | 30,348 us | 15,902 us | +12.5% | 
+114.8% |
   | bs=10 sw=10 sl=64 | p99 | 34,151 us | 30,348 us | 19,184 us | +12.5% | 
+78.0% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 833 tuples/sec | 960.3 
tuples/sec | -8.8% | -20.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.508 MB/s | 0.586 MB/s | -8.7% | 
-20.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,242 us | 118,809 us | 104,199 us | +5.4% | 
+20.2% |
   | bs=100 sw=10 sl=64 | p95 | 175,557 us | 141,169 us | 110,645 us | +24.4% | 
+58.7% |
   | bs=100 sw=10 sl=64 | p99 | 175,557 us | 141,169 us | 120,888 us | +24.4% | 
+45.2% |
   | bs=1000 sw=10 sl=64 | throughput | 901 tuples/sec | 912 tuples/sec | 
993.27 tuples/sec | -1.2% | -9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.557 MB/s | 0.606 MB/s | -1.3% | 
-9.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,101,853 us | 1,092,117 us | 1,012,191 us | 
+0.9% | +8.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,221,870 us | 1,165,224 us | 1,054,057 us | 
+4.9% | +15.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,221,870 us | 1,165,224 us | 1,081,313 us | 
+4.9% | +13.0% |
   
   </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
   0,10,10,64,20,563.30,200,128000,355,0.217,27696.65,34151.14,34151.14
   1,100,10,64,20,2631.89,2000,1280000,760,0.464,125241.50,175557.39,175557.39
   
2,1000,10,64,20,22203.21,20000,12800000,901,0.550,1101852.53,1221870.46,1221870.46
   ```
   
   </details>
   


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