github-actions[bot] commented on PR #6002:
URL: https://github.com/apache/texera/pull/6002#issuecomment-4827657316

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `875ef96` 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/28338684264)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 27,003/30,202/30,202 us | 🔴 +26.1% / 
🔴 +108.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 812 | 0.495 | 122,702/144,482/144,482 us | ⚪ 
within ±5% / 🔴 +30.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 937 | 0.572 | 1,060,398/1,128,290/1,128,290 us | 
⚪ within ±5% / 🔴 +6.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `875ef96` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 446 tuples/sec | 757.16 
tuples/sec | -14.8% | -49.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.272 MB/s | 0.462 MB/s | -14.7% | 
-49.8% |
   | bs=10 sw=10 sl=64 | p50 | 27,003 us | 21,419 us | 12,971 us | +26.1% | 
+108.2% |
   | bs=10 sw=10 sl=64 | p95 | 30,202 us | 29,117 us | 15,333 us | +3.7% | 
+97.0% |
   | bs=10 sw=10 sl=64 | p99 | 30,202 us | 29,117 us | 18,732 us | +3.7% | 
+61.2% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 822 tuples/sec | 957.66 
tuples/sec | -1.2% | -15.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.502 MB/s | 0.585 MB/s | -1.4% | 
-15.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,702 us | 118,494 us | 103,982 us | +3.6% | 
+18.0% |
   | bs=100 sw=10 sl=64 | p95 | 144,482 us | 143,469 us | 110,583 us | +0.7% | 
+30.7% |
   | bs=100 sw=10 sl=64 | p99 | 144,482 us | 143,469 us | 118,369 us | +0.7% | 
+22.1% |
   | bs=1000 sw=10 sl=64 | throughput | 937 tuples/sec | 937 tuples/sec | 979.6 
tuples/sec | 0.0% | -4.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.572 MB/s | 0.598 MB/s | 0.0% | 
-4.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,060,398 us | 1,064,095 us | 1,024,553 us | 
-0.3% | +3.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,128,290 us | 1,114,724 us | 1,063,789 us | 
+1.2% | +6.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,128,290 us | 1,114,724 us | 1,096,239 us | 
+1.2% | +2.9% |
   
   </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
   0,10,10,64,20,526.74,200,128000,380,0.232,27002.98,30202.28,30202.28
   1,100,10,64,20,2463.99,2000,1280000,812,0.495,122702.07,144482.03,144482.03
   
2,1000,10,64,20,21340.90,20000,12800000,937,0.572,1060397.82,1128290.02,1128290.02
   ```
   
   </details>
   


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