github-actions[bot] commented on PR #6617:
URL: https://github.com/apache/texera/pull/6617#issuecomment-5036755772

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 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/29850395757)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 369 | 0.225 | 27,043/35,444/35,444 us | 🔴 +24.2% / 
🔴 +124.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 805 | 0.491 | 122,990/142,882/142,882 us | 🔴 
+6.4% / 🔴 +36.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 944 | 0.576 | 1,056,494/1,155,609/1,155,609 us | 
🔴 +7.2% / 🔴 +14.7% |
   
   <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 | 369 tuples/sec | 434 tuples/sec | 769.76 
tuples/sec | -15.0% | -52.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.225 MB/s | 0.265 MB/s | 0.47 MB/s | -15.1% | 
-52.1% |
   | bs=10 sw=10 sl=64 | p50 | 27,043 us | 21,782 us | 12,663 us | +24.2% | 
+113.6% |
   | bs=10 sw=10 sl=64 | p95 | 35,444 us | 32,296 us | 15,813 us | +9.7% | 
+124.1% |
   | bs=10 sw=10 sl=64 | p99 | 35,444 us | 32,296 us | 19,001 us | +9.7% | 
+86.5% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 849 tuples/sec | 1,009 
tuples/sec | -5.2% | -20.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.518 MB/s | 0.616 MB/s | -5.2% | 
-20.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,990 us | 115,629 us | 99,444 us | +6.4% | 
+23.7% |
   | bs=100 sw=10 sl=64 | p95 | 142,882 us | 142,531 us | 105,012 us | +0.2% | 
+36.1% |
   | bs=100 sw=10 sl=64 | p99 | 142,882 us | 142,531 us | 116,467 us | +0.2% | 
+22.7% |
   | bs=1000 sw=10 sl=64 | throughput | 944 tuples/sec | 957 tuples/sec | 1,044 
tuples/sec | -1.4% | -9.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.576 MB/s | 0.584 MB/s | 0.637 MB/s | -1.4% 
| -9.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,056,494 us | 1,051,206 us | 964,034 us | 
+0.5% | +9.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,155,609 us | 1,077,733 us | 1,007,497 us | 
+7.2% | +14.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,155,609 us | 1,077,733 us | 1,040,936 us | 
+7.2% | +11.0% |
   
   </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
   0,10,10,64,20,541.92,200,128000,369,0.225,27043.19,35444.07,35444.07
   1,100,10,64,20,2483.78,2000,1280000,805,0.491,122989.96,142882.14,142882.14
   
2,1000,10,64,20,21196.07,20000,12800000,944,0.576,1056493.51,1155608.99,1155608.99
   ```
   
   </details>
   


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