github-actions[bot] commented on PR #8162:
URL: https://github.com/apache/texera/pull/8162#issuecomment-5471949436

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33341827544)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 372 | 0.227 | 24,654/37,444/37,444 us | 🔴 +16.1% / 
🔴 +153.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 789 | 0.481 | 123,209/168,534/168,534 us | ⚪ 
within ±5% / 🔴 +67.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.551 | 1,107,711/1,175,038/1,175,038 us | 
⚪ within ±5% / 🔴 +21.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 414 tuples/sec | 844.57 
tuples/sec | -10.1% | -56.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.253 MB/s | 0.515 MB/s | -10.3% | 
-56.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,654 us | 21,228 us | 11,837 us | +16.1% | 
+108.3% |
   | bs=10 sw=10 sl=64 | p95 | 37,444 us | 33,833 us | 14,788 us | +10.7% | 
+153.2% |
   | bs=10 sw=10 sl=64 | p99 | 37,444 us | 33,833 us | 17,651 us | +10.7% | 
+112.1% |
   | bs=100 sw=10 sl=64 | throughput | 789 tuples/sec | 800 tuples/sec | 1,084 
tuples/sec | -1.4% | -27.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.488 MB/s | 0.662 MB/s | -1.4% | 
-27.3% |
   | bs=100 sw=10 sl=64 | p50 | 123,209 us | 121,708 us | 94,505 us | +1.2% | 
+30.4% |
   | bs=100 sw=10 sl=64 | p95 | 168,534 us | 164,503 us | 100,941 us | +2.5% | 
+67.0% |
   | bs=100 sw=10 sl=64 | p99 | 168,534 us | 164,503 us | 108,642 us | +2.5% | 
+55.1% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 912 tuples/sec | 1,119 
tuples/sec | -1.1% | -19.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.557 MB/s | 0.683 MB/s | -1.1% 
| -19.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,711 us | 1,090,754 us | 924,404 us | 
+1.6% | +19.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,175,038 us | 1,152,732 us | 967,785 us | 
+1.9% | +21.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,175,038 us | 1,152,732 us | 995,630 us | 
+1.9% | +18.0% |
   
   </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
   0,10,10,64,20,537.79,200,128000,372,0.227,24654.20,37444.45,37444.45
   1,100,10,64,20,2536.19,2000,1280000,789,0.481,123208.61,168533.84,168533.84
   
2,1000,10,64,20,22163.71,20000,12800000,902,0.551,1107710.78,1175037.86,1175037.86
   ```
   
   </details>
   


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