github-actions[bot] commented on PR #7774:
URL: https://github.com/apache/texera/pull/7774#issuecomment-5338691047

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `80913ed` 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/32224454297)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 392 | 0.239 | 24,522/32,592/32,592 us | 🟢 -5.1% / 
🔴 +100.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 826 | 0.504 | 118,835/147,084/147,084 us | 🔴 
+14.0% / 🔴 +32.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 930 | 0.568 | 1,072,616/1,190,878/1,190,878 us | 
⚪ within ±5% / 🔴 +12.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `80913ed` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 392 tuples/sec | 408 tuples/sec | 743.3 
tuples/sec | -3.9% | -47.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.249 MB/s | 0.454 MB/s | -4.0% | 
-47.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,522 us | 23,935 us | 13,204 us | +2.5% | 
+85.7% |
   | bs=10 sw=10 sl=64 | p95 | 32,592 us | 34,346 us | 16,220 us | -5.1% | 
+100.9% |
   | bs=10 sw=10 sl=64 | p99 | 32,592 us | 34,346 us | 19,867 us | -5.1% | 
+64.0% |
   | bs=100 sw=10 sl=64 | throughput | 826 tuples/sec | 838 tuples/sec | 959.52 
tuples/sec | -1.4% | -13.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.504 MB/s | 0.512 MB/s | 0.586 MB/s | -1.6% | 
-13.9% |
   | bs=100 sw=10 sl=64 | p50 | 118,835 us | 119,526 us | 103,974 us | -0.6% | 
+14.3% |
   | bs=100 sw=10 sl=64 | p95 | 147,084 us | 128,986 us | 111,036 us | +14.0% | 
+32.5% |
   | bs=100 sw=10 sl=64 | p99 | 147,084 us | 128,986 us | 118,982 us | +14.0% | 
+23.6% |
   | bs=1000 sw=10 sl=64 | throughput | 930 tuples/sec | 944 tuples/sec | 
994.68 tuples/sec | -1.5% | -6.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.568 MB/s | 0.576 MB/s | 0.607 MB/s | -1.4% 
| -6.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,072,616 us | 1,051,680 us | 1,011,206 us | 
+2.0% | +6.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,190,878 us | 1,175,769 us | 1,055,603 us | 
+1.3% | +12.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,190,878 us | 1,175,769 us | 1,084,808 us | 
+1.3% | +9.8% |
   
   </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
   0,10,10,64,20,510.19,200,128000,392,0.239,24521.55,32592.48,32592.48
   1,100,10,64,20,2420.52,2000,1280000,826,0.504,118835.39,147084.07,147084.07
   
2,1000,10,64,20,21504.19,20000,12800000,930,0.568,1072616.22,1190878.33,1190878.33
   ```
   
   </details>
   


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