github-actions[bot] commented on PR #8125:
URL: https://github.com/apache/texera/pull/8125#issuecomment-5467378575

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 8 better · 🔴 6 worse · ⚪ 1 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/33298952586)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 442 | 0.27 | 21,015/34,685/34,685 us | 🔴 +110.9% / 
🔴 +134.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 950 | 0.58 | 102,795/135,063/135,063 us | 🔴 
+15.9% / 🔴 +33.8% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,120 | 0.683 | 886,004/977,537/977,537 us | 🟢 
+21.4% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `04b213d` from 2026-08-29T13:05:59.195Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 442 tuples/sec | 705.48 tuples/sec | 
842.25 tuples/sec | -37.3% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.27 MB/s | 0.431 MB/s | 0.514 MB/s | -37.3% | 
-47.5% |
   | bs=10 sw=10 sl=64 | p50 | 21,015 us | 13,866 us | 11,860 us | +51.6% | 
+77.2% |
   | bs=10 sw=10 sl=64 | p95 | 34,685 us | 16,449 us | 14,764 us | +110.9% | 
+134.9% |
   | bs=10 sw=10 sl=64 | p99 | 34,685 us | 20,911 us | 17,870 us | +65.9% | 
+94.1% |
   | bs=100 sw=10 sl=64 | throughput | 950 tuples/sec | 900.44 tuples/sec | 
1,084 tuples/sec | +5.5% | -12.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.55 MB/s | 0.662 MB/s | +5.5% | 
-12.3% |
   | bs=100 sw=10 sl=64 | p50 | 102,795 us | 111,025 us | 94,616 us | -7.4% | 
+8.6% |
   | bs=100 sw=10 sl=64 | p95 | 135,063 us | 116,569 us | 100,981 us | +15.9% | 
+33.8% |
   | bs=100 sw=10 sl=64 | p99 | 135,063 us | 130,664 us | 108,141 us | +3.4% | 
+24.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,120 tuples/sec | 922.9 tuples/sec | 
1,112 tuples/sec | +21.4% | +0.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.683 MB/s | 0.563 MB/s | 0.679 MB/s | +21.3% 
| +0.7% |
   | bs=1000 sw=10 sl=64 | p50 | 886,004 us | 1,080,907 us | 930,623 us | 
-18.0% | -4.8% |
   | bs=1000 sw=10 sl=64 | p95 | 977,537 us | 1,129,687 us | 974,308 us | 
-13.5% | +0.3% |
   | bs=1000 sw=10 sl=64 | p99 | 977,537 us | 1,157,078 us | 1,002,806 us | 
-15.5% | -2.5% |
   
   </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
   0,10,10,64,20,452.41,200,128000,442,0.270,21015.43,34685.12,34685.12
   1,100,10,64,20,2106.24,2000,1280000,950,0.580,102794.50,135063.11,135063.11
   
2,1000,10,64,20,17860.02,20000,12800000,1120,0.683,886003.54,977537.35,977537.35
   ```
   
   </details>
   


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