github-actions[bot] commented on PR #5322:
URL: https://github.com/apache/texera/pull/5322#issuecomment-4693533408

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 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/27430883907)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 395 | 0.241 | 23,869/36,110/36,110 us | ⚪ within 
±5% / 🟢 -6.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 817 | 0.498 | 120,177/147,555/147,555 us | 🔴 
+19.6% / 🔴 +9.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,079,558/1,155,478/1,155,478 us | 
🔴 +17.3% / 🔴 +9.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `397d275` from 2026-06-12T17:09:16.891Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 395 tuples/sec | 409.12 tuples/sec | 
385.65 tuples/sec | -3.5% | +2.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.241 MB/s | 0.25 MB/s | 0.235 MB/s | -3.5% | 
+2.4% |
   | bs=10 sw=10 sl=64 | p50 | 23,869 us | 24,246 us | 25,412 us | -1.6% | 
-6.1% |
   | bs=10 sw=10 sl=64 | p95 | 36,110 us | 35,244 us | 36,121 us | +2.5% | 
-0.0% |
   | bs=10 sw=10 sl=64 | p99 | 36,110 us | 35,244 us | 36,121 us | +2.5% | 
-0.0% |
   | bs=100 sw=10 sl=64 | throughput | 817 tuples/sec | 931.55 tuples/sec | 
868.77 tuples/sec | -12.3% | -6.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.498 MB/s | 0.569 MB/s | 0.53 MB/s | -12.4% | 
-6.1% |
   | bs=100 sw=10 sl=64 | p50 | 120,177 us | 106,982 us | 115,456 us | +12.3% | 
+4.1% |
   | bs=100 sw=10 sl=64 | p95 | 147,555 us | 123,409 us | 134,319 us | +19.6% | 
+9.9% |
   | bs=100 sw=10 sl=64 | p99 | 147,555 us | 123,409 us | 134,319 us | +19.6% | 
+9.9% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 1,073 tuples/sec | 
1,008 tuples/sec | -14.3% | -8.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.655 MB/s | 0.615 MB/s | -14.3% 
| -8.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,079,558 us | 927,678 us | 997,997 us | 
+16.4% | +8.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,155,478 us | 985,220 us | 1,053,203 us | 
+17.3% | +9.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,155,478 us | 985,220 us | 1,053,203 us | 
+17.3% | +9.7% |
   
   </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
   0,10,10,64,20,506.44,200,128000,395,0.241,23869.38,36110.25,36110.25
   1,100,10,64,20,2449.02,2000,1280000,817,0.498,120176.81,147554.84,147554.84
   
2,1000,10,64,20,21750.26,20000,12800000,920,0.561,1079558.08,1155478.46,1155478.46
   ```
   
   </details>
   


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