github-actions[bot] commented on PR #6152:
URL: https://github.com/apache/texera/pull/6152#issuecomment-4885440802

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `95684eb` 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/28735138881)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 362 | 0.221 | 26,422/37,150/37,150 us | 🔴 -9.5% / 
🔴 +145.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 786 | 0.479 | 124,888/162,959/162,959 us | 🔴 
+19.5% / 🔴 +51.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 919 | 0.561 | 1,089,492/1,129,645/1,129,645 us | 
⚪ within ±5% / 🔴 +10.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `95684eb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 362 tuples/sec | 400 tuples/sec | 776.36 
tuples/sec | -9.5% | -53.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.221 MB/s | 0.244 MB/s | 0.474 MB/s | -9.4% | 
-53.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,422 us | 24,157 us | 12,636 us | +9.4% | 
+109.1% |
   | bs=10 sw=10 sl=64 | p95 | 37,150 us | 36,104 us | 15,143 us | +2.9% | 
+145.3% |
   | bs=10 sw=10 sl=64 | p99 | 37,150 us | 36,104 us | 18,954 us | +2.9% | 
+96.0% |
   | bs=100 sw=10 sl=64 | throughput | 786 tuples/sec | 818 tuples/sec | 985.33 
tuples/sec | -3.9% | -20.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.479 MB/s | 0.499 MB/s | 0.601 MB/s | -4.0% | 
-20.4% |
   | bs=100 sw=10 sl=64 | p50 | 124,888 us | 124,087 us | 101,671 us | +0.6% | 
+22.8% |
   | bs=100 sw=10 sl=64 | p95 | 162,959 us | 136,395 us | 107,939 us | +19.5% | 
+51.0% |
   | bs=100 sw=10 sl=64 | p99 | 162,959 us | 136,395 us | 113,798 us | +19.5% | 
+43.2% |
   | bs=1000 sw=10 sl=64 | throughput | 919 tuples/sec | 936 tuples/sec | 1,016 
tuples/sec | -1.8% | -9.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.572 MB/s | 0.62 MB/s | -1.9% | 
-9.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,089,492 us | 1,073,466 us | 989,693 us | 
+1.5% | +10.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,129,645 us | 1,095,224 us | 1,028,327 us | 
+3.1% | +9.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,129,645 us | 1,095,224 us | 1,059,969 us | 
+3.1% | +6.6% |
   
   </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
   0,10,10,64,20,552.91,200,128000,362,0.221,26421.60,37150.20,37150.20
   1,100,10,64,20,2545.99,2000,1280000,786,0.479,124887.83,162958.82,162958.82
   
2,1000,10,64,20,21769.27,20000,12800000,919,0.561,1089491.53,1129644.94,1129644.94
   ```
   
   </details>
   


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