github-actions[bot] commented on PR #6665:
URL: https://github.com/apache/texera/pull/6665#issuecomment-5029889672

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29798686376)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 443 | 0.271 | 21,919/28,549/28,549 us | 🔴 +15.5% / 
🔴 +82.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 921 | 0.562 | 105,795/157,352/157,352 us | 🔴 
+23.2% / 🔴 +48.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,090 | 0.665 | 917,304/948,914/948,914 us | ⚪ 
within ±5% / 🟢 -9.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 443 tuples/sec | 492 tuples/sec | 767.23 
tuples/sec | -10.0% | -42.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.271 MB/s | 0.301 MB/s | 0.468 MB/s | -10.0% | 
-42.1% |
   | bs=10 sw=10 sl=64 | p50 | 21,919 us | 18,977 us | 12,705 us | +15.5% | 
+72.5% |
   | bs=10 sw=10 sl=64 | p95 | 28,549 us | 29,918 us | 15,633 us | -4.6% | 
+82.6% |
   | bs=10 sw=10 sl=64 | p99 | 28,549 us | 29,918 us | 20,214 us | -4.6% | 
+41.2% |
   | bs=100 sw=10 sl=64 | throughput | 921 tuples/sec | 974 tuples/sec | 1,001 
tuples/sec | -5.4% | -8.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.595 MB/s | 0.611 MB/s | -5.5% | 
-8.0% |
   | bs=100 sw=10 sl=64 | p50 | 105,795 us | 99,844 us | 99,949 us | +6.0% | 
+5.8% |
   | bs=100 sw=10 sl=64 | p95 | 157,352 us | 127,727 us | 105,996 us | +23.2% | 
+48.5% |
   | bs=100 sw=10 sl=64 | p99 | 157,352 us | 127,727 us | 117,999 us | +23.2% | 
+33.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,090 tuples/sec | 1,104 tuples/sec | 
1,033 tuples/sec | -1.3% | +5.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.665 MB/s | 0.674 MB/s | 0.631 MB/s | -1.3% 
| +5.5% |
   | bs=1000 sw=10 sl=64 | p50 | 917,304 us | 911,050 us | 974,571 us | +0.7% | 
-5.9% |
   | bs=1000 sw=10 sl=64 | p95 | 948,914 us | 944,008 us | 1,016,467 us | +0.5% 
| -6.6% |
   | bs=1000 sw=10 sl=64 | p99 | 948,914 us | 944,008 us | 1,048,798 us | +0.5% 
| -9.5% |
   
   </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
   0,10,10,64,20,451.13,200,128000,443,0.271,21919.05,28549.22,28549.22
   1,100,10,64,20,2172.26,2000,1280000,921,0.562,105795.00,157352.09,157352.09
   
2,1000,10,64,20,18349.09,20000,12800000,1090,0.665,917304.47,948913.67,948913.67
   ```
   
   </details>
   


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