github-actions[bot] commented on PR #7851:
URL: https://github.com/apache/texera/pull/7851#issuecomment-5382751778

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 15 worse · ⚪ 0 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/32600116220)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 406 | 0.248 | 23,375/35,018/35,018 us | 🔴 +177.2% 
/ 🔴 +143.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 824 | 0.503 | 118,779/137,664/137,664 us | 🔴 
+83.2% / 🔴 +38.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 978 | 0.597 | 1,019,703/1,071,487/1,071,487 us | 
🔴 +48.6% / 🔴 -12.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b7c33b0` from 2026-08-22T12:41:18.215Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 1,070 tuples/sec | 
833.79 tuples/sec | -62.0% | -51.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.653 MB/s | 0.509 MB/s | -62.0% | 
-51.3% |
   | bs=10 sw=10 sl=64 | p50 | 23,375 us | 8,990 us | 11,864 us | +160.0% | 
+97.0% |
   | bs=10 sw=10 sl=64 | p95 | 35,018 us | 12,633 us | 14,381 us | +177.2% | 
+143.5% |
   | bs=10 sw=10 sl=64 | p99 | 35,018 us | 13,861 us | 18,035 us | +152.6% | 
+94.2% |
   | bs=100 sw=10 sl=64 | throughput | 824 tuples/sec | 1,420 tuples/sec | 
1,083 tuples/sec | -42.0% | -23.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.503 MB/s | 0.867 MB/s | 0.661 MB/s | -42.0% 
| -23.9% |
   | bs=100 sw=10 sl=64 | p50 | 118,779 us | 69,686 us | 93,077 us | +70.4% | 
+27.6% |
   | bs=100 sw=10 sl=64 | p95 | 137,664 us | 75,137 us | 99,553 us | +83.2% | 
+38.3% |
   | bs=100 sw=10 sl=64 | p99 | 137,664 us | 89,601 us | 108,604 us | +53.6% | 
+26.8% |
   | bs=1000 sw=10 sl=64 | throughput | 978 tuples/sec | 1,455 tuples/sec | 
1,119 tuples/sec | -32.8% | -12.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.597 MB/s | 0.888 MB/s | 0.683 MB/s | -32.8% 
| -12.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,019,703 us | 685,976 us | 909,247 us | 
+48.6% | +12.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,071,487 us | 727,444 us | 952,561 us | 
+47.3% | +12.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,071,487 us | 767,738 us | 985,186 us | 
+39.6% | +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
   0,10,10,64,20,492.14,200,128000,406,0.248,23374.53,35018.17,35018.17
   1,100,10,64,20,2427.87,2000,1280000,824,0.503,118779.21,137664.46,137664.46
   
2,1000,10,64,20,20457.87,20000,12800000,978,0.597,1019703.43,1071487.09,1071487.09
   ```
   
   </details>
   


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