github-actions[bot] commented on PR #7341:
URL: https://github.com/apache/texera/pull/7341#issuecomment-5197694499

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `f46b2a7` 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/31049155020)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 374 | 0.228 | 26,417/34,522/34,522 us | 🔴 -6.2% / 
🔴 +117.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 775 | 0.473 | 123,640/170,658/170,658 us | 🔴 
+15.0% / 🔴 +55.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 906 | 0.553 | 1,100,106/1,243,390/1,243,390 us | 
🔴 +8.3% / 🔴 +18.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f46b2a7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 374 tuples/sec | 398 tuples/sec | 762.27 
tuples/sec | -6.0% | -50.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.243 MB/s | 0.465 MB/s | -6.2% | 
-51.0% |
   | bs=10 sw=10 sl=64 | p50 | 26,417 us | 25,980 us | 12,866 us | +1.7% | 
+105.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,522 us | 33,540 us | 15,903 us | +2.9% | 
+117.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,522 us | 33,540 us | 19,260 us | +2.9% | 
+79.2% |
   | bs=100 sw=10 sl=64 | throughput | 775 tuples/sec | 818 tuples/sec | 966.64 
tuples/sec | -5.3% | -19.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.499 MB/s | 0.59 MB/s | -5.2% | 
-19.8% |
   | bs=100 sw=10 sl=64 | p50 | 123,640 us | 120,094 us | 103,594 us | +3.0% | 
+19.4% |
   | bs=100 sw=10 sl=64 | p95 | 170,658 us | 148,391 us | 109,677 us | +15.0% | 
+55.6% |
   | bs=100 sw=10 sl=64 | p99 | 170,658 us | 148,391 us | 120,247 us | +15.0% | 
+41.9% |
   | bs=1000 sw=10 sl=64 | throughput | 906 tuples/sec | 923 tuples/sec | 
998.67 tuples/sec | -1.8% | -9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.564 MB/s | 0.61 MB/s | -2.0% | 
-9.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,100,106 us | 1,078,300 us | 1,009,199 us | 
+2.0% | +9.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,243,390 us | 1,147,748 us | 1,045,335 us | 
+8.3% | +18.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,243,390 us | 1,147,748 us | 1,076,869 us | 
+8.3% | +15.5% |
   
   </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
   0,10,10,64,20,534.47,200,128000,374,0.228,26416.79,34521.50,34521.50
   1,100,10,64,20,2581.74,2000,1280000,775,0.473,123640.22,170658.09,170658.09
   
2,1000,10,64,20,22075.86,20000,12800000,906,0.553,1100106.34,1243389.78,1243389.78
   ```
   
   </details>
   


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