github-actions[bot] commented on PR #6123:
URL: https://github.com/apache/texera/pull/6123#issuecomment-4884251071

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `6de8a48` 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/28724129109)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 368 | 0.224 | 26,041/38,465/38,465 us | 🔴 +12.2% / 
🔴 +154.0% |
   | ⚪ | bs=100 sw=10 sl=64 | 789 | 0.481 | 128,112/143,903/143,903 us | ⚪ 
within ±5% / 🔴 +33.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.551 | 1,103,668/1,146,532/1,146,532 us | 
⚪ within ±5% / 🔴 +11.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6de8a48` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 368 tuples/sec | 392 tuples/sec | 776.36 
tuples/sec | -6.1% | -52.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.224 MB/s | 0.239 MB/s | 0.474 MB/s | -6.3% | 
-52.7% |
   | bs=10 sw=10 sl=64 | p50 | 26,041 us | 23,218 us | 12,636 us | +12.2% | 
+106.1% |
   | bs=10 sw=10 sl=64 | p95 | 38,465 us | 40,750 us | 15,143 us | -5.6% | 
+154.0% |
   | bs=10 sw=10 sl=64 | p99 | 38,465 us | 40,750 us | 18,954 us | -5.6% | 
+102.9% |
   | bs=100 sw=10 sl=64 | throughput | 789 tuples/sec | 809 tuples/sec | 985.33 
tuples/sec | -2.5% | -19.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.494 MB/s | 0.601 MB/s | -2.6% | 
-20.0% |
   | bs=100 sw=10 sl=64 | p50 | 128,112 us | 123,142 us | 101,671 us | +4.0% | 
+26.0% |
   | bs=100 sw=10 sl=64 | p95 | 143,903 us | 140,743 us | 107,939 us | +2.2% | 
+33.3% |
   | bs=100 sw=10 sl=64 | p99 | 143,903 us | 140,743 us | 113,798 us | +2.2% | 
+26.5% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 913 tuples/sec | 1,016 
tuples/sec | -1.2% | -11.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.557 MB/s | 0.62 MB/s | -1.1% | 
-11.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,668 us | 1,098,730 us | 989,693 us | 
+0.4% | +11.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,146,532 us | 1,125,489 us | 1,028,327 us | 
+1.9% | +11.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,146,532 us | 1,125,489 us | 1,059,969 us | 
+1.9% | +8.2% |
   
   </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
   0,10,10,64,20,543.92,200,128000,368,0.224,26040.86,38464.75,38464.75
   1,100,10,64,20,2535.95,2000,1280000,789,0.481,128111.99,143902.86,143902.86
   
2,1000,10,64,20,22172.85,20000,12800000,902,0.551,1103667.50,1146532.06,1146532.06
   ```
   
   </details>
   


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