github-actions[bot] commented on PR #8357:
URL: https://github.com/apache/texera/pull/8357#issuecomment-5518013394

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `f34905e` 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/33695451428)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 387 | 0.236 | 23,898/39,583/39,583 us | 🔴 +24.0% / 
🔴 +147.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 913 | 0.557 | 108,460/140,692/140,692 us | 🔴 
+12.1% / 🔴 +27.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,083 | 0.661 | 924,966/1,019,632/1,019,632 us | 
⚪ within ±5% / 🟢 +9.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f34905e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 387 tuples/sec | 458 tuples/sec | 750.25 
tuples/sec | -15.5% | -48.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.279 MB/s | 0.458 MB/s | -15.4% | 
-48.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,898 us | 19,279 us | 13,041 us | +24.0% | 
+83.3% |
   | bs=10 sw=10 sl=64 | p95 | 39,583 us | 42,719 us | 15,996 us | -7.3% | 
+147.5% |
   | bs=10 sw=10 sl=64 | p99 | 39,583 us | 42,719 us | 19,395 us | -7.3% | 
+104.1% |
   | bs=100 sw=10 sl=64 | throughput | 913 tuples/sec | 953 tuples/sec | 961.14 
tuples/sec | -4.2% | -5.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.582 MB/s | 0.587 MB/s | -4.3% | 
-5.1% |
   | bs=100 sw=10 sl=64 | p50 | 108,460 us | 103,499 us | 103,974 us | +4.8% | 
+4.3% |
   | bs=100 sw=10 sl=64 | p95 | 140,692 us | 125,553 us | 110,662 us | +12.1% | 
+27.1% |
   | bs=100 sw=10 sl=64 | p99 | 140,692 us | 125,553 us | 120,690 us | +12.1% | 
+16.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,083 tuples/sec | 1,102 tuples/sec | 
991.91 tuples/sec | -1.7% | +9.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.661 MB/s | 0.673 MB/s | 0.605 MB/s | -1.8% 
| +9.2% |
   | bs=1000 sw=10 sl=64 | p50 | 924,966 us | 892,940 us | 1,013,755 us | +3.6% 
| -8.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,019,632 us | 1,043,934 us | 1,056,115 us | 
-2.3% | -3.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,019,632 us | 1,043,934 us | 1,082,840 us | 
-2.3% | -5.8% |
   
   </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
   0,10,10,64,20,517.13,200,128000,387,0.236,23897.85,39583.30,39583.30
   1,100,10,64,20,2189.76,2000,1280000,913,0.557,108459.81,140691.89,140691.89
   
2,1000,10,64,20,18467.27,20000,12800000,1083,0.661,924965.94,1019631.66,1019631.66
   ```
   
   </details>
   


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