github-actions[bot] commented on PR #6799:
URL: https://github.com/apache/texera/pull/6799#issuecomment-5050580644

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `a9f384e` 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/29951000768)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 419 | 0.256 | 23,401/31,031/31,031 us | ⚪ within 
±5% / 🔴 +92.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 927 | 0.566 | 105,383/155,687/155,687 us | 🔴 
+16.5% / 🔴 +44.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,127 | 0.688 | 885,944/918,819/918,819 us | ⚪ 
within ±5% / 🟢 -13.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a9f384e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 419 tuples/sec | 439 tuples/sec | 760.2 
tuples/sec | -4.6% | -44.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.256 MB/s | 0.268 MB/s | 0.464 MB/s | -4.5% | 
-44.8% |
   | bs=10 sw=10 sl=64 | p50 | 23,401 us | 22,596 us | 12,781 us | +3.6% | 
+83.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,031 us | 31,851 us | 16,118 us | -2.6% | 
+92.5% |
   | bs=10 sw=10 sl=64 | p99 | 31,031 us | 31,851 us | 19,074 us | -2.6% | 
+62.7% |
   | bs=100 sw=10 sl=64 | throughput | 927 tuples/sec | 960 tuples/sec | 988.68 
tuples/sec | -3.4% | -6.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.586 MB/s | 0.603 MB/s | -3.4% | 
-6.2% |
   | bs=100 sw=10 sl=64 | p50 | 105,383 us | 100,768 us | 101,448 us | +4.6% | 
+3.9% |
   | bs=100 sw=10 sl=64 | p95 | 155,687 us | 133,606 us | 107,410 us | +16.5% | 
+44.9% |
   | bs=100 sw=10 sl=64 | p99 | 155,687 us | 133,606 us | 120,258 us | +16.5% | 
+29.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,127 tuples/sec | 1,122 tuples/sec | 
1,023 tuples/sec | +0.4% | +10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.688 MB/s | 0.685 MB/s | 0.624 MB/s | +0.4% 
| +10.2% |
   | bs=1000 sw=10 sl=64 | p50 | 885,944 us | 888,810 us | 983,888 us | -0.3% | 
-10.0% |
   | bs=1000 sw=10 sl=64 | p95 | 918,819 us | 930,691 us | 1,030,100 us | -1.3% 
| -10.8% |
   | bs=1000 sw=10 sl=64 | p99 | 918,819 us | 930,691 us | 1,056,513 us | -1.3% 
| -13.0% |
   
   </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
   0,10,10,64,20,476.80,200,128000,419,0.256,23401.03,31030.57,31030.57
   1,100,10,64,20,2157.09,2000,1280000,927,0.566,105383.05,155687.17,155687.17
   
2,1000,10,64,20,17739.14,20000,12800000,1127,0.688,885944.17,918818.90,918818.90
   ```
   
   </details>
   


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