github-actions[bot] commented on PR #8234:
URL: https://github.com/apache/texera/pull/8234#issuecomment-5473748320

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33357040369)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 407 | 0.249 | 23,207/32,062/32,062 us | 🔴 -12.8% / 
🔴 +116.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 913 | 0.557 | 109,209/136,038/136,038 us | 🟢 
-20.6% / 🔴 +34.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,099 | 0.671 | 903,670/1,005,294/1,005,294 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 407 tuples/sec | 467 tuples/sec | 844.57 
tuples/sec | -12.8% | -51.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.285 MB/s | 0.515 MB/s | -12.6% | 
-51.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,207 us | 21,696 us | 11,837 us | +7.0% | 
+96.0% |
   | bs=10 sw=10 sl=64 | p95 | 32,062 us | 28,628 us | 14,788 us | +12.0% | 
+116.8% |
   | bs=10 sw=10 sl=64 | p99 | 32,062 us | 28,628 us | 17,651 us | +12.0% | 
+81.6% |
   | bs=100 sw=10 sl=64 | throughput | 913 tuples/sec | 929 tuples/sec | 1,084 
tuples/sec | -1.7% | -15.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.567 MB/s | 0.662 MB/s | -1.8% | 
-15.8% |
   | bs=100 sw=10 sl=64 | p50 | 109,209 us | 102,429 us | 94,505 us | +6.6% | 
+15.6% |
   | bs=100 sw=10 sl=64 | p95 | 136,038 us | 171,336 us | 100,941 us | -20.6% | 
+34.8% |
   | bs=100 sw=10 sl=64 | p99 | 136,038 us | 171,336 us | 108,642 us | -20.6% | 
+25.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,099 tuples/sec | 1,108 tuples/sec | 
1,119 tuples/sec | -0.8% | -1.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.671 MB/s | 0.676 MB/s | 0.683 MB/s | -0.7% 
| -1.8% |
   | bs=1000 sw=10 sl=64 | p50 | 903,670 us | 898,435 us | 924,404 us | +0.6% | 
-2.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,005,294 us | 1,018,663 us | 967,785 us | 
-1.3% | +3.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,005,294 us | 1,018,663 us | 995,630 us | 
-1.3% | +1.0% |
   
   </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
   0,10,10,64,20,490.89,200,128000,407,0.249,23206.96,32061.54,32061.54
   1,100,10,64,20,2189.91,2000,1280000,913,0.557,109209.33,136037.95,136037.95
   
2,1000,10,64,20,18198.98,20000,12800000,1099,0.671,903669.82,1005294.03,1005294.03
   ```
   
   </details>
   


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