github-actions[bot] commented on PR #5381:
URL: https://github.com/apache/texera/pull/5381#issuecomment-4694115731

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 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/27434728045)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 417 | 0.254 | 22,809/34,004/34,004 us | 🔴 -5.4% / 
🟢 -8.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 932 | 0.569 | 106,699/121,131/121,131 us | 🟢 
-17.5% / 🟢 -9.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,053 | 0.643 | 940,665/1,006,570/1,006,570 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7e9cabf` from 2026-06-12T17:36:24.738Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 417 tuples/sec | 439.82 tuples/sec | 
393.68 tuples/sec | -5.2% | +5.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.254 MB/s | 0.268 MB/s | 0.24 MB/s | -5.4% | 
+5.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,809 us | 21,867 us | 24,851 us | +4.3% | 
-8.2% |
   | bs=10 sw=10 sl=64 | p95 | 34,004 us | 32,549 us | 35,893 us | +4.5% | 
-5.3% |
   | bs=10 sw=10 sl=64 | p99 | 34,004 us | 32,549 us | 35,893 us | +4.5% | 
-5.3% |
   | bs=100 sw=10 sl=64 | throughput | 932 tuples/sec | 922.84 tuples/sec | 
881.13 tuples/sec | +1.0% | +5.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.563 MB/s | 0.538 MB/s | +1.0% | 
+5.8% |
   | bs=100 sw=10 sl=64 | p50 | 106,699 us | 107,209 us | 113,767 us | -0.5% | 
-6.2% |
   | bs=100 sw=10 sl=64 | p95 | 121,131 us | 146,772 us | 133,722 us | -17.5% | 
-9.4% |
   | bs=100 sw=10 sl=64 | p99 | 121,131 us | 146,772 us | 133,722 us | -17.5% | 
-9.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,053 tuples/sec | 1,082 tuples/sec | 
1,019 tuples/sec | -2.7% | +3.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.643 MB/s | 0.66 MB/s | 0.622 MB/s | -2.6% | 
+3.4% |
   | bs=1000 sw=10 sl=64 | p50 | 940,665 us | 927,133 us | 986,571 us | +1.5% | 
-4.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,006,570 us | 981,103 us | 1,040,758 us | 
+2.6% | -3.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,006,570 us | 981,103 us | 1,040,758 us | 
+2.6% | -3.3% |
   
   </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
   0,10,10,64,20,479.79,200,128000,417,0.254,22808.77,34004.05,34004.05
   1,100,10,64,20,2144.87,2000,1280000,932,0.569,106698.53,121131.44,121131.44
   
2,1000,10,64,20,18984.64,20000,12800000,1053,0.643,940665.17,1006569.50,1006569.50
   ```
   
   </details>
   


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