github-actions[bot] commented on PR #5706:
URL: https://github.com/apache/texera/pull/5706#issuecomment-4700396502

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 10 better · 🔴 1 worse · ⚪ 4 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/27485210673)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 432 | 0.264 | 24,724/29,262/29,262 us | 🔴 +5.7% / 
🟢 -16.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 965 | 0.589 | 102,128/124,132/124,132 us | 🟢 
+19.9% / 🟢 -11.2% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,131 | 0.69 | 895,960/932,770/932,770 us | 🟢 
+21.7% / 🟢 -8.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bdde6b9` from 2026-06-13T23:51:59.624Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 432 tuples/sec | 414.33 tuples/sec | 
410.82 tuples/sec | +4.3% | +5.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.264 MB/s | 0.253 MB/s | 0.251 MB/s | +4.4% | 
+5.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,724 us | 23,391 us | 23,785 us | +5.7% | 
+3.9% |
   | bs=10 sw=10 sl=64 | p95 | 29,262 us | 29,323 us | 34,980 us | -0.2% | 
-16.3% |
   | bs=10 sw=10 sl=64 | p99 | 29,262 us | 29,323 us | 34,980 us | -0.2% | 
-16.3% |
   | bs=100 sw=10 sl=64 | throughput | 965 tuples/sec | 804.8 tuples/sec | 
891.94 tuples/sec | +19.9% | +8.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.589 MB/s | 0.491 MB/s | 0.544 MB/s | +19.9% 
| +8.2% |
   | bs=100 sw=10 sl=64 | p50 | 102,128 us | 124,000 us | 112,277 us | -17.6% | 
-9.0% |
   | bs=100 sw=10 sl=64 | p95 | 124,132 us | 145,811 us | 139,802 us | -14.9% | 
-11.2% |
   | bs=100 sw=10 sl=64 | p99 | 124,132 us | 145,811 us | 139,802 us | -14.9% | 
-11.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,131 tuples/sec | 929.58 tuples/sec | 
1,041 tuples/sec | +21.7% | +8.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.69 MB/s | 0.567 MB/s | 0.635 MB/s | +21.6% 
| +8.6% |
   | bs=1000 sw=10 sl=64 | p50 | 895,960 us | 1,073,040 us | 972,714 us | 
-16.5% | -7.9% |
   | bs=1000 sw=10 sl=64 | p95 | 932,770 us | 1,136,639 us | 1,023,057 us | 
-17.9% | -8.8% |
   | bs=1000 sw=10 sl=64 | p99 | 932,770 us | 1,136,639 us | 1,023,057 us | 
-17.9% | -8.8% |
   
   </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
   0,10,10,64,20,462.86,200,128000,432,0.264,24723.96,29261.76,29261.76
   1,100,10,64,20,2072.07,2000,1280000,965,0.589,102127.98,124131.82,124131.82
   
2,1000,10,64,20,17684.25,20000,12800000,1131,0.690,895959.88,932769.83,932769.83
   ```
   
   </details>
   


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