github-actions[bot] commented on PR #6715:
URL: https://github.com/apache/texera/pull/6715#issuecomment-5036758421

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29850469704)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 435 | 0.266 | 23,199/30,614/30,614 us | 🔴 +8.1% / 
🔴 +93.6% |
   | ⚪ | bs=100 sw=10 sl=64 | 949 | 0.579 | 106,717/123,449/123,449 us | ⚪ 
within ±5% / 🔴 +17.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,093 | 0.667 | 910,330/1,018,260/1,018,260 us | 
🔴 +8.5% / 🟢 -5.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 435 tuples/sec | 449 tuples/sec | 769.76 
tuples/sec | -3.1% | -43.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.266 MB/s | 0.274 MB/s | 0.47 MB/s | -2.9% | 
-43.4% |
   | bs=10 sw=10 sl=64 | p50 | 23,199 us | 21,453 us | 12,663 us | +8.1% | 
+83.2% |
   | bs=10 sw=10 sl=64 | p95 | 30,614 us | 31,475 us | 15,813 us | -2.7% | 
+93.6% |
   | bs=10 sw=10 sl=64 | p99 | 30,614 us | 31,475 us | 19,001 us | -2.7% | 
+61.1% |
   | bs=100 sw=10 sl=64 | throughput | 949 tuples/sec | 967 tuples/sec | 1,009 
tuples/sec | -1.9% | -6.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.579 MB/s | 0.59 MB/s | 0.616 MB/s | -1.9% | 
-6.0% |
   | bs=100 sw=10 sl=64 | p50 | 106,717 us | 104,009 us | 99,444 us | +2.6% | 
+7.3% |
   | bs=100 sw=10 sl=64 | p95 | 123,449 us | 122,651 us | 105,012 us | +0.7% | 
+17.6% |
   | bs=100 sw=10 sl=64 | p99 | 123,449 us | 122,651 us | 116,467 us | +0.7% | 
+6.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,093 tuples/sec | 1,104 tuples/sec | 
1,044 tuples/sec | -1.0% | +4.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.674 MB/s | 0.637 MB/s | -1.0% 
| +4.7% |
   | bs=1000 sw=10 sl=64 | p50 | 910,330 us | 904,305 us | 964,034 us | +0.7% | 
-5.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,018,260 us | 938,511 us | 1,007,497 us | 
+8.5% | +1.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,018,260 us | 938,511 us | 1,040,936 us | 
+8.5% | -2.2% |
   
   </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
   0,10,10,64,20,459.42,200,128000,435,0.266,23199.14,30613.85,30613.85
   1,100,10,64,20,2108.22,2000,1280000,949,0.579,106716.97,123448.91,123448.91
   
2,1000,10,64,20,18299.22,20000,12800000,1093,0.667,910330.02,1018260.33,1018260.33
   ```
   
   </details>
   


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