github-actions[bot] commented on PR #5945:
URL: https://github.com/apache/texera/pull/5945#issuecomment-4796912635

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `43ca4b2` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/28154078182)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 24,055/44,186/44,186 us | 🔴 +37.0% / 
🔴 +195.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 938 | 0.572 | 106,158/137,656/137,656 us | ⚪ 
within ±5% / 🔴 +37.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,110 | 0.677 | 902,012/960,791/960,791 us | ⚪ 
within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `43ca4b2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 410 tuples/sec | 799.7 
tuples/sec | -4.9% | -51.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.251 MB/s | 0.488 MB/s | -5.2% | 
-51.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,055 us | 24,292 us | 12,125 us | -1.0% | 
+98.4% |
   | bs=10 sw=10 sl=64 | p95 | 44,186 us | 32,260 us | 14,959 us | +37.0% | 
+195.4% |
   | bs=10 sw=10 sl=64 | p99 | 44,186 us | 32,260 us | 18,503 us | +37.0% | 
+138.8% |
   | bs=100 sw=10 sl=64 | throughput | 938 tuples/sec | 946 tuples/sec | 1,069 
tuples/sec | -0.8% | -12.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.577 MB/s | 0.652 MB/s | -0.9% | 
-12.3% |
   | bs=100 sw=10 sl=64 | p50 | 106,158 us | 105,121 us | 92,709 us | +1.0% | 
+14.5% |
   | bs=100 sw=10 sl=64 | p95 | 137,656 us | 135,550 us | 100,227 us | +1.6% | 
+37.3% |
   | bs=100 sw=10 sl=64 | p99 | 137,656 us | 135,550 us | 109,877 us | +1.6% | 
+25.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,110 tuples/sec | 1,076 tuples/sec | 
1,114 tuples/sec | +3.2% | -0.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.657 MB/s | 0.68 MB/s | +3.0% | 
-0.4% |
   | bs=1000 sw=10 sl=64 | p50 | 902,012 us | 933,020 us | 899,197 us | -3.3% | 
+0.3% |
   | bs=1000 sw=10 sl=64 | p95 | 960,791 us | 963,889 us | 945,162 us | -0.3% | 
+1.7% |
   | bs=1000 sw=10 sl=64 | p99 | 960,791 us | 963,889 us | 986,231 us | -0.3% | 
-2.6% |
   
   </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
   0,10,10,64,20,512.40,200,128000,390,0.238,24054.67,44185.77,44185.77
   1,100,10,64,20,2133.18,2000,1280000,938,0.572,106158.32,137656.14,137656.14
   
2,1000,10,64,20,18018.36,20000,12800000,1110,0.677,902011.95,960791.16,960791.16
   ```
   
   </details>
   


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