github-actions[bot] commented on PR #7858:
URL: https://github.com/apache/texera/pull/7858#issuecomment-5383402817

   <!-- 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/32608049722)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 428 | 0.261 | 22,163/31,882/31,882 us | 🔴 +152.4% 
/ 🔴 +121.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 959 | 0.586 | 103,581/117,765/117,765 us | 🔴 
+56.7% / 🔴 +18.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,093 | 0.667 | 906,711/1,070,943/1,070,943 us | 
🔴 +47.2% / 🔴 +12.4% |
   
   <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 | 428 tuples/sec | 1,070 tuples/sec | 
833.79 tuples/sec | -60.0% | -48.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.261 MB/s | 0.653 MB/s | 0.509 MB/s | -60.0% | 
-48.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,163 us | 8,990 us | 11,864 us | +146.5% | 
+86.8% |
   | bs=10 sw=10 sl=64 | p95 | 31,882 us | 12,633 us | 14,381 us | +152.4% | 
+121.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,882 us | 13,861 us | 18,035 us | +130.0% | 
+76.8% |
   | bs=100 sw=10 sl=64 | throughput | 959 tuples/sec | 1,420 tuples/sec | 
1,083 tuples/sec | -32.5% | -11.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.586 MB/s | 0.867 MB/s | 0.661 MB/s | -32.4% 
| -11.4% |
   | bs=100 sw=10 sl=64 | p50 | 103,581 us | 69,686 us | 93,077 us | +48.6% | 
+11.3% |
   | bs=100 sw=10 sl=64 | p95 | 117,765 us | 75,137 us | 99,553 us | +56.7% | 
+18.3% |
   | bs=100 sw=10 sl=64 | p99 | 117,765 us | 89,601 us | 108,604 us | +31.4% | 
+8.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,093 tuples/sec | 1,455 tuples/sec | 
1,119 tuples/sec | -24.9% | -2.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.888 MB/s | 0.683 MB/s | -24.9% 
| -2.3% |
   | bs=1000 sw=10 sl=64 | p50 | 906,711 us | 685,976 us | 909,247 us | +32.2% 
| -0.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,070,943 us | 727,444 us | 952,561 us | 
+47.2% | +12.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,070,943 us | 767,738 us | 985,186 us | 
+39.5% | +8.7% |
   
   </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
   0,10,10,64,20,467.08,200,128000,428,0.261,22162.89,31881.54,31881.54
   1,100,10,64,20,2084.72,2000,1280000,959,0.586,103580.94,117764.71,117764.71
   
2,1000,10,64,20,18300.24,20000,12800000,1093,0.667,906710.59,1070942.71,1070942.71
   ```
   
   </details>
   


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