github-actions[bot] commented on PR #7062:
URL: https://github.com/apache/texera/pull/7062#issuecomment-5123708603

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `02ae12b` 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/30493438740)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 551 | 0.336 | 17,573/23,210/23,210 us | 🔴 +8.1% / 
🔴 +47.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,191 | 0.727 | 82,464/111,035/111,035 us | 🔴 
+6.6% / 🟢 +19.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,422 | 0.868 | 697,398/743,145/743,145 us | ⚪ 
within ±5% / 🟢 +37.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `02ae12b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 551 tuples/sec | 579 tuples/sec | 786.12 
tuples/sec | -4.8% | -29.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.336 MB/s | 0.353 MB/s | 0.48 MB/s | -4.8% | 
-30.0% |
   | bs=10 sw=10 sl=64 | p50 | 17,573 us | 16,254 us | 12,305 us | +8.1% | 
+42.8% |
   | bs=10 sw=10 sl=64 | p95 | 23,210 us | 24,655 us | 15,774 us | -5.9% | 
+47.1% |
   | bs=10 sw=10 sl=64 | p99 | 23,210 us | 24,655 us | 18,978 us | -5.9% | 
+22.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,191 tuples/sec | 1,215 tuples/sec | 
999.71 tuples/sec | -2.0% | +19.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.727 MB/s | 0.741 MB/s | 0.61 MB/s | -1.9% | 
+19.1% |
   | bs=100 sw=10 sl=64 | p50 | 82,464 us | 77,351 us | 100,616 us | +6.6% | 
-18.0% |
   | bs=100 sw=10 sl=64 | p95 | 111,035 us | 117,876 us | 107,356 us | -5.8% | 
+3.4% |
   | bs=100 sw=10 sl=64 | p99 | 111,035 us | 117,876 us | 113,255 us | -5.8% | 
-2.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,422 tuples/sec | 1,429 tuples/sec | 
1,031 tuples/sec | -0.5% | +37.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.868 MB/s | 0.872 MB/s | 0.63 MB/s | -0.5% | 
+37.9% |
   | bs=1000 sw=10 sl=64 | p50 | 697,398 us | 700,117 us | 980,328 us | -0.4% | 
-28.9% |
   | bs=1000 sw=10 sl=64 | p95 | 743,145 us | 744,294 us | 1,027,528 us | -0.2% 
| -27.7% |
   | bs=1000 sw=10 sl=64 | p99 | 743,145 us | 744,294 us | 1,054,298 us | -0.2% 
| -29.5% |
   
   </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
   0,10,10,64,20,362.79,200,128000,551,0.336,17573.36,23209.68,23209.68
   1,100,10,64,20,1679.83,2000,1280000,1191,0.727,82464.20,111034.60,111034.60
   
2,1000,10,64,20,14066.68,20000,12800000,1422,0.868,697397.99,743144.65,743144.65
   ```
   
   </details>
   


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