github-actions[bot] commented on PR #7860:
URL: https://github.com/apache/texera/pull/7860#issuecomment-5383401993

   <!-- 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/32608052001)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 425 | 0.259 | 22,419/31,155/31,155 us | 🔴 +149.4% 
/ 🔴 +116.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 938 | 0.572 | 104,062/148,806/148,806 us | 🔴 
+98.0% / 🔴 +49.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,103 | 0.673 | 911,596/982,161/982,161 us | 🔴 
+35.0% / ⚪ within ±5% |
   
   <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 | 425 tuples/sec | 1,070 tuples/sec | 
833.79 tuples/sec | -60.3% | -49.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.259 MB/s | 0.653 MB/s | 0.509 MB/s | -60.3% | 
-49.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,419 us | 8,990 us | 11,864 us | +149.4% | 
+89.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,155 us | 12,633 us | 14,381 us | +146.6% | 
+116.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,155 us | 13,861 us | 18,035 us | +124.8% | 
+72.7% |
   | bs=100 sw=10 sl=64 | throughput | 938 tuples/sec | 1,420 tuples/sec | 
1,083 tuples/sec | -33.9% | -13.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.867 MB/s | 0.661 MB/s | -34.0% 
| -13.5% |
   | bs=100 sw=10 sl=64 | p50 | 104,062 us | 69,686 us | 93,077 us | +49.3% | 
+11.8% |
   | bs=100 sw=10 sl=64 | p95 | 148,806 us | 75,137 us | 99,553 us | +98.0% | 
+49.5% |
   | bs=100 sw=10 sl=64 | p99 | 148,806 us | 89,601 us | 108,604 us | +66.1% | 
+37.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,103 tuples/sec | 1,455 tuples/sec | 
1,119 tuples/sec | -24.2% | -1.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.673 MB/s | 0.888 MB/s | 0.683 MB/s | -24.2% 
| -1.4% |
   | bs=1000 sw=10 sl=64 | p50 | 911,596 us | 685,976 us | 909,247 us | +32.9% 
| +0.3% |
   | bs=1000 sw=10 sl=64 | p95 | 982,161 us | 727,444 us | 952,561 us | +35.0% 
| +3.1% |
   | bs=1000 sw=10 sl=64 | p99 | 982,161 us | 767,738 us | 985,186 us | +27.9% 
| -0.3% |
   
   </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
   0,10,10,64,20,470.62,200,128000,425,0.259,22419.36,31155.16,31155.16
   1,100,10,64,20,2132.81,2000,1280000,938,0.572,104061.54,148805.75,148805.75
   
2,1000,10,64,20,18131.17,20000,12800000,1103,0.673,911595.71,982160.98,982160.98
   ```
   
   </details>
   


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