github-actions[bot] commented on PR #6833:
URL: https://github.com/apache/texera/pull/6833#issuecomment-5057359291

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `0ba5d1a` 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/29998491963)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 434 | 0.265 | 22,816/28,699/28,699 us | 🟢 -17.9% / 
🔴 +78.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 924 | 0.564 | 105,233/156,049/156,049 us | 🔴 
+19.2% / 🔴 +45.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,101 | 0.672 | 914,839/958,871/958,871 us | ⚪ 
within ±5% / 🟢 -9.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0ba5d1a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 434 tuples/sec | 418 tuples/sec | 760.2 
tuples/sec | +3.8% | -42.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.265 MB/s | 0.255 MB/s | 0.464 MB/s | +3.9% | 
-42.9% |
   | bs=10 sw=10 sl=64 | p50 | 22,816 us | 20,344 us | 12,781 us | +12.2% | 
+78.5% |
   | bs=10 sw=10 sl=64 | p95 | 28,699 us | 34,938 us | 16,118 us | -17.9% | 
+78.1% |
   | bs=10 sw=10 sl=64 | p99 | 28,699 us | 34,938 us | 19,074 us | -17.9% | 
+50.5% |
   | bs=100 sw=10 sl=64 | throughput | 924 tuples/sec | 963 tuples/sec | 988.68 
tuples/sec | -4.0% | -6.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.588 MB/s | 0.603 MB/s | -4.1% | 
-6.5% |
   | bs=100 sw=10 sl=64 | p50 | 105,233 us | 102,314 us | 101,448 us | +2.9% | 
+3.7% |
   | bs=100 sw=10 sl=64 | p95 | 156,049 us | 130,861 us | 107,410 us | +19.2% | 
+45.3% |
   | bs=100 sw=10 sl=64 | p99 | 156,049 us | 130,861 us | 120,258 us | +19.2% | 
+29.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,101 tuples/sec | 1,082 tuples/sec | 
1,023 tuples/sec | +1.8% | +7.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.672 MB/s | 0.66 MB/s | 0.624 MB/s | +1.8% | 
+7.6% |
   | bs=1000 sw=10 sl=64 | p50 | 914,839 us | 926,537 us | 983,888 us | -1.3% | 
-7.0% |
   | bs=1000 sw=10 sl=64 | p95 | 958,871 us | 978,638 us | 1,030,100 us | -2.0% 
| -6.9% |
   | bs=1000 sw=10 sl=64 | p99 | 958,871 us | 978,638 us | 1,056,513 us | -2.0% 
| -9.2% |
   
   </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
   0,10,10,64,20,460.91,200,128000,434,0.265,22816.13,28698.68,28698.68
   1,100,10,64,20,2163.64,2000,1280000,924,0.564,105232.52,156049.35,156049.35
   
2,1000,10,64,20,18168.18,20000,12800000,1101,0.672,914839.37,958870.50,958870.50
   ```
   
   </details>
   


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