github-actions[bot] commented on PR #8378:
URL: https://github.com/apache/texera/pull/8378#issuecomment-5522556664

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `16da22b` 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/33730725480)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 411 | 0.251 | 22,859/34,526/34,526 us | 🔴 -9.3% / 
🔴 +115.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 902 | 0.551 | 105,072/179,382/179,382 us | 🔴 
+38.9% / 🔴 +62.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,096 | 0.669 | 911,207/1,060,002/1,060,002 us | 
🔴 +6.6% / 🟢 +10.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `16da22b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 411 tuples/sec | 453 tuples/sec | 750.25 
tuples/sec | -9.3% | -45.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.251 MB/s | 0.276 MB/s | 0.458 MB/s | -9.1% | 
-45.2% |
   | bs=10 sw=10 sl=64 | p50 | 22,859 us | 22,822 us | 13,041 us | +0.2% | 
+75.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,526 us | 32,268 us | 15,996 us | +7.0% | 
+115.8% |
   | bs=10 sw=10 sl=64 | p99 | 34,526 us | 32,268 us | 19,395 us | +7.0% | 
+78.0% |
   | bs=100 sw=10 sl=64 | throughput | 902 tuples/sec | 940 tuples/sec | 961.14 
tuples/sec | -4.0% | -6.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.574 MB/s | 0.587 MB/s | -4.0% | 
-6.1% |
   | bs=100 sw=10 sl=64 | p50 | 105,072 us | 103,179 us | 103,974 us | +1.8% | 
+1.1% |
   | bs=100 sw=10 sl=64 | p95 | 179,382 us | 129,168 us | 110,662 us | +38.9% | 
+62.1% |
   | bs=100 sw=10 sl=64 | p99 | 179,382 us | 129,168 us | 120,690 us | +38.9% | 
+48.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,096 tuples/sec | 1,095 tuples/sec | 
991.91 tuples/sec | +0.1% | +10.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.668 MB/s | 0.605 MB/s | +0.1% 
| +10.5% |
   | bs=1000 sw=10 sl=64 | p50 | 911,207 us | 913,930 us | 1,013,755 us | -0.3% 
| -10.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,060,002 us | 994,524 us | 1,056,115 us | 
+6.6% | +0.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,060,002 us | 994,524 us | 1,082,840 us | 
+6.6% | -2.1% |
   
   </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
   0,10,10,64,20,486.96,200,128000,411,0.251,22858.74,34525.50,34525.50
   1,100,10,64,20,2217.25,2000,1280000,902,0.551,105071.74,179382.12,179382.12
   
2,1000,10,64,20,18246.30,20000,12800000,1096,0.669,911207.00,1060001.71,1060001.71
   ```
   
   </details>
   


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