github-actions[bot] commented on PR #5658:
URL: https://github.com/apache/texera/pull/5658#issuecomment-4696641554

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 10 better · 🔴 1 worse · ⚪ 4 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/27449862069)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 419 | 0.256 | 25,267/31,646/31,646 us | 🔴 +9.8% / 
🟢 -12.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 950 | 0.58 | 99,837/134,271/134,271 us | 🟢 -16.4% 
/ 🟢 -12.7% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,123 | 0.685 | 889,198/925,611/925,611 us | 🟢 
+18.4% / 🟢 -11.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `73c76f5` from 2026-06-12T22:35:57.354Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 419 tuples/sec | 420.77 tuples/sec | 
398.12 tuples/sec | -0.4% | +5.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.256 MB/s | 0.257 MB/s | 0.243 MB/s | -0.3% | 
+5.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,267 us | 23,004 us | 24,372 us | +9.8% | 
+3.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,646 us | 31,220 us | 36,082 us | +1.4% | 
-12.3% |
   | bs=10 sw=10 sl=64 | p99 | 31,646 us | 31,220 us | 36,082 us | +1.4% | 
-12.3% |
   | bs=100 sw=10 sl=64 | throughput | 950 tuples/sec | 839.89 tuples/sec | 
870.8 tuples/sec | +13.1% | +9.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.513 MB/s | 0.531 MB/s | +13.1% | 
+9.1% |
   | bs=100 sw=10 sl=64 | p50 | 99,837 us | 119,184 us | 114,334 us | -16.2% | 
-12.7% |
   | bs=100 sw=10 sl=64 | p95 | 134,271 us | 160,656 us | 140,980 us | -16.4% | 
-4.8% |
   | bs=100 sw=10 sl=64 | p99 | 134,271 us | 160,656 us | 140,980 us | -16.4% | 
-4.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,123 tuples/sec | 948.1 tuples/sec | 
1,010 tuples/sec | +18.4% | +11.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.685 MB/s | 0.579 MB/s | 0.617 MB/s | +18.4% 
| +11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 889,198 us | 1,048,503 us | 994,062 us | 
-15.2% | -10.5% |
   | bs=1000 sw=10 sl=64 | p95 | 925,611 us | 1,107,534 us | 1,046,212 us | 
-16.4% | -11.5% |
   | bs=1000 sw=10 sl=64 | p99 | 925,611 us | 1,107,534 us | 1,046,212 us | 
-16.4% | -11.5% |
   
   </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
   0,10,10,64,20,477.31,200,128000,419,0.256,25267.15,31646.04,31646.04
   1,100,10,64,20,2105.57,2000,1280000,950,0.580,99837.19,134271.03,134271.03
   
2,1000,10,64,20,17813.02,20000,12800000,1123,0.685,889198.34,925610.56,925610.56
   ```
   
   </details>
   


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