github-actions[bot] commented on PR #5689:
URL: https://github.com/apache/texera/pull/5689#issuecomment-4699903486

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > CI benchmark results are noisy; treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/27480119857)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 399 | 0.244 | 23,323/34,040/34,040 us | 🔴 +12.6% / 
⚪ within ±5% |
   | 🔴 | bs=100 sw=10 sl=64 | 820 | 0.5 | 121,520/143,789/143,789 us | 🔴 +17.7% 
/ 🔴 +8.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 930 | 0.568 | 1,073,987/1,118,744/1,118,744 us | 
🔴 +20.3% / 🔴 -11.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4fd395b` from 2026-06-13T21:15:43.559Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 399 tuples/sec | 425.86 tuples/sec | 
411.23 tuples/sec | -6.3% | -3.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.26 MB/s | 0.251 MB/s | -6.1% | 
-2.8% |
   | bs=10 sw=10 sl=64 | p50 | 23,323 us | 24,156 us | 23,773 us | -3.4% | 
-1.9% |
   | bs=10 sw=10 sl=64 | p95 | 34,040 us | 30,243 us | 35,177 us | +12.6% | 
-3.2% |
   | bs=10 sw=10 sl=64 | p99 | 34,040 us | 30,243 us | 35,177 us | +12.6% | 
-3.2% |
   | bs=100 sw=10 sl=64 | throughput | 820 tuples/sec | 957.92 tuples/sec | 
896.95 tuples/sec | -14.4% | -8.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.5 MB/s | 0.585 MB/s | 0.547 MB/s | -14.5% | 
-8.7% |
   | bs=100 sw=10 sl=64 | p50 | 121,520 us | 103,271 us | 111,596 us | +17.7% | 
+8.9% |
   | bs=100 sw=10 sl=64 | p95 | 143,789 us | 144,102 us | 139,415 us | -0.2% | 
+3.1% |
   | bs=100 sw=10 sl=64 | p99 | 143,789 us | 144,102 us | 139,415 us | -0.2% | 
+3.1% |
   | bs=1000 sw=10 sl=64 | throughput | 930 tuples/sec | 1,118 tuples/sec | 
1,048 tuples/sec | -16.8% | -11.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.568 MB/s | 0.682 MB/s | 0.64 MB/s | -16.7% 
| -11.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,073,987 us | 892,725 us | 966,517 us | 
+20.3% | +11.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,118,744 us | 943,636 us | 1,016,694 us | 
+18.6% | +10.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,118,744 us | 943,636 us | 1,016,694 us | 
+18.6% | +10.0% |
   
   </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
   0,10,10,64,20,500.96,200,128000,399,0.244,23323.40,34039.65,34039.65
   1,100,10,64,20,2439.29,2000,1280000,820,0.500,121520.26,143789.08,143789.08
   
2,1000,10,64,20,21500.27,20000,12800000,930,0.568,1073987.13,1118743.79,1118743.79
   ```
   
   </details>
   


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