github-actions[bot] commented on PR #4961:
URL: https://github.com/apache/texera/pull/4961#issuecomment-4755473330

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `72071ff` 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/27853112008)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 24,146/31,497/31,497 us | 🔴 +12.3% / 
🟢 -10.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 838 | 0.511 | 115,918/148,488/148,488 us | 🔴 
+8.4% / 🔴 +6.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 931 | 0.568 | 1,078,700/1,106,532/1,106,532 us | 
⚪ within ±5% / 🔴 +10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `72071ff` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 444 tuples/sec | 410.82 
tuples/sec | -8.1% | -0.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.271 MB/s | 0.251 MB/s | -8.1% | 
-0.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,146 us | 21,499 us | 23,785 us | +12.3% | 
+1.5% |
   | bs=10 sw=10 sl=64 | p95 | 31,497 us | 30,796 us | 34,980 us | +2.3% | 
-10.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,497 us | 30,796 us | 34,980 us | +2.3% | 
-10.0% |
   | bs=100 sw=10 sl=64 | throughput | 838 tuples/sec | 835 tuples/sec | 891.94 
tuples/sec | +0.4% | -6.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.511 MB/s | 0.51 MB/s | 0.544 MB/s | +0.2% | 
-6.1% |
   | bs=100 sw=10 sl=64 | p50 | 115,918 us | 117,947 us | 112,277 us | -1.7% | 
+3.2% |
   | bs=100 sw=10 sl=64 | p95 | 148,488 us | 136,969 us | 139,802 us | +8.4% | 
+6.2% |
   | bs=100 sw=10 sl=64 | p99 | 148,488 us | 136,969 us | 139,802 us | +8.4% | 
+6.2% |
   | bs=1000 sw=10 sl=64 | throughput | 931 tuples/sec | 933 tuples/sec | 1,041 
tuples/sec | -0.2% | -10.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.568 MB/s | 0.57 MB/s | 0.635 MB/s | -0.4% | 
-10.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,078,700 us | 1,069,798 us | 972,714 us | 
+0.8% | +10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,106,532 us | 1,138,406 us | 1,023,057 us | 
-2.8% | +8.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,106,532 us | 1,138,406 us | 1,023,057 us | 
-2.8% | +8.2% |
   
   </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
   0,10,10,64,20,490.38,200,128000,408,0.249,24145.81,31496.51,31496.51
   1,100,10,64,20,2387.77,2000,1280000,838,0.511,115917.52,148487.96,148487.96
   
2,1000,10,64,20,21473.21,20000,12800000,931,0.568,1078699.67,1106532.25,1106532.25
   ```
   
   </details>
   


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