github-actions[bot] commented on PR #6141:
URL: https://github.com/apache/texera/pull/6141#issuecomment-4885163042

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `7d21555` 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/28732550866)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 24,960/30,803/30,803 us | 🟢 -17.6% / 
🔴 +103.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 762 | 0.465 | 125,086/171,476/171,476 us | 🔴 
+22.7% / 🔴 +58.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 904 | 0.552 | 1,109,546/1,149,730/1,149,730 us | 
⚪ within ±5% / 🔴 +12.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7d21555` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 410 tuples/sec | 776.36 
tuples/sec | -4.9% | -49.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.25 MB/s | 0.474 MB/s | -4.8% | 
-49.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,960 us | 21,938 us | 12,636 us | +13.8% | 
+97.5% |
   | bs=10 sw=10 sl=64 | p95 | 30,803 us | 37,382 us | 15,143 us | -17.6% | 
+103.4% |
   | bs=10 sw=10 sl=64 | p99 | 30,803 us | 37,382 us | 18,954 us | -17.6% | 
+62.5% |
   | bs=100 sw=10 sl=64 | throughput | 762 tuples/sec | 802 tuples/sec | 985.33 
tuples/sec | -5.0% | -22.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.465 MB/s | 0.489 MB/s | 0.601 MB/s | -4.9% | 
-22.7% |
   | bs=100 sw=10 sl=64 | p50 | 125,086 us | 124,542 us | 101,671 us | +0.4% | 
+23.0% |
   | bs=100 sw=10 sl=64 | p95 | 171,476 us | 139,807 us | 107,939 us | +22.7% | 
+58.9% |
   | bs=100 sw=10 sl=64 | p99 | 171,476 us | 139,807 us | 113,798 us | +22.7% | 
+50.7% |
   | bs=1000 sw=10 sl=64 | throughput | 904 tuples/sec | 906 tuples/sec | 1,016 
tuples/sec | -0.2% | -11.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.553 MB/s | 0.62 MB/s | -0.2% | 
-11.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,109,546 us | 1,102,256 us | 989,693 us | 
+0.7% | +12.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,149,730 us | 1,182,217 us | 1,028,327 us | 
-2.7% | +11.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,149,730 us | 1,182,217 us | 1,059,969 us | 
-2.7% | +8.5% |
   
   </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
   0,10,10,64,20,512.97,200,128000,390,0.238,24959.83,30802.79,30802.79
   1,100,10,64,20,2623.03,2000,1280000,762,0.465,125086.10,171476.48,171476.48
   
2,1000,10,64,20,22117.68,20000,12800000,904,0.552,1109546.23,1149730.43,1149730.43
   ```
   
   </details>
   


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