github-actions[bot] commented on PR #6669:
URL: https://github.com/apache/texera/pull/6669#issuecomment-5029892178

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 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/29798694003)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 360 | 0.219 | 27,096/34,830/34,830 us | 🔴 +22.1% / 
🔴 +122.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 774 | 0.473 | 126,434/165,819/165,819 us | 🔴 
+9.8% / 🔴 +56.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 898 | 0.548 | 1,109,247/1,204,445/1,204,445 us | 
⚪ within ±5% / 🔴 +18.5% |
   
   <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 | 360 tuples/sec | 416 tuples/sec | 767.23 
tuples/sec | -13.5% | -53.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.219 MB/s | 0.254 MB/s | 0.468 MB/s | -13.8% | 
-53.2% |
   | bs=10 sw=10 sl=64 | p50 | 27,096 us | 22,197 us | 12,705 us | +22.1% | 
+113.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,830 us | 37,172 us | 15,633 us | -6.3% | 
+122.8% |
   | bs=10 sw=10 sl=64 | p99 | 34,830 us | 37,172 us | 20,214 us | -6.3% | 
+72.3% |
   | bs=100 sw=10 sl=64 | throughput | 774 tuples/sec | 809 tuples/sec | 1,001 
tuples/sec | -4.3% | -22.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.494 MB/s | 0.611 MB/s | -4.3% | 
-22.6% |
   | bs=100 sw=10 sl=64 | p50 | 126,434 us | 119,544 us | 99,949 us | +5.8% | 
+26.5% |
   | bs=100 sw=10 sl=64 | p95 | 165,819 us | 151,076 us | 105,996 us | +9.8% | 
+56.4% |
   | bs=100 sw=10 sl=64 | p99 | 165,819 us | 151,076 us | 117,999 us | +9.8% | 
+40.5% |
   | bs=1000 sw=10 sl=64 | throughput | 898 tuples/sec | 915 tuples/sec | 1,033 
tuples/sec | -1.9% | -13.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.559 MB/s | 0.631 MB/s | -2.0% 
| -13.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,109,247 us | 1,096,985 us | 974,571 us | 
+1.1% | +13.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,204,445 us | 1,148,689 us | 1,016,467 us | 
+4.9% | +18.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,204,445 us | 1,148,689 us | 1,048,798 us | 
+4.9% | +14.8% |
   
   </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
   0,10,10,64,20,556.18,200,128000,360,0.219,27095.84,34830.24,34830.24
   1,100,10,64,20,2582.42,2000,1280000,774,0.473,126434.38,165818.74,165818.74
   
2,1000,10,64,20,22266.32,20000,12800000,898,0.548,1109247.28,1204445.19,1204445.19
   ```
   
   </details>
   


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