github-actions[bot] commented on PR #8339:
URL: https://github.com/apache/texera/pull/8339#issuecomment-5507650053

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `464aa8c` 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/33614803679)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 543 | 0.332 | 17,975/22,335/22,335 us | 🟢 -9.7% / 
🔴 +40.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,155 | 0.705 | 84,175/127,695/127,695 us | 🔴 
+42.9% / 🟢 +20.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,395 | 0.852 | 716,235/816,938/816,938 us | 🔴 
+10.0% / 🟢 +40.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `464aa8c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 543 tuples/sec | 581 tuples/sec | 750.65 
tuples/sec | -6.5% | -27.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.332 MB/s | 0.355 MB/s | 0.458 MB/s | -6.5% | 
-27.5% |
   | bs=10 sw=10 sl=64 | p50 | 17,975 us | 16,957 us | 13,049 us | +6.0% | 
+37.8% |
   | bs=10 sw=10 sl=64 | p95 | 22,335 us | 24,740 us | 15,902 us | -9.7% | 
+40.5% |
   | bs=10 sw=10 sl=64 | p99 | 22,335 us | 24,740 us | 19,184 us | -9.7% | 
+16.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,155 tuples/sec | 1,259 tuples/sec | 
960.3 tuples/sec | -8.3% | +20.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.705 MB/s | 0.769 MB/s | 0.586 MB/s | -8.3% | 
+20.3% |
   | bs=100 sw=10 sl=64 | p50 | 84,175 us | 80,689 us | 104,199 us | +4.3% | 
-19.2% |
   | bs=100 sw=10 sl=64 | p95 | 127,695 us | 89,336 us | 110,645 us | +42.9% | 
+15.4% |
   | bs=100 sw=10 sl=64 | p99 | 127,695 us | 89,336 us | 120,888 us | +42.9% | 
+5.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,395 tuples/sec | 1,431 tuples/sec | 
993.27 tuples/sec | -2.5% | +40.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.852 MB/s | 0.873 MB/s | 0.606 MB/s | -2.4% 
| +40.5% |
   | bs=1000 sw=10 sl=64 | p50 | 716,235 us | 695,832 us | 1,012,191 us | +2.9% 
| -29.2% |
   | bs=1000 sw=10 sl=64 | p95 | 816,938 us | 742,915 us | 1,054,057 us | 
+10.0% | -22.5% |
   | bs=1000 sw=10 sl=64 | p99 | 816,938 us | 742,915 us | 1,081,313 us | 
+10.0% | -24.4% |
   
   </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
   0,10,10,64,20,368.04,200,128000,543,0.332,17975.43,22335.14,22335.14
   1,100,10,64,20,1732.29,2000,1280000,1155,0.705,84175.13,127694.54,127694.54
   
2,1000,10,64,20,14332.13,20000,12800000,1395,0.852,716235.07,816938.19,816938.19
   ```
   
   </details>
   


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