github-actions[bot] commented on PR #7256:
URL: https://github.com/apache/texera/pull/7256#issuecomment-5160219185

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `436b37e` 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/30765659100)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 365 | 0.223 | 25,342/42,008/42,008 us | 🔴 +13.3% / 
🔴 +173.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 771 | 0.47 | 126,017/161,443/161,443 us | 🟢 
-10.6% / 🔴 +52.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 898 | 0.548 | 1,112,313/1,252,837/1,252,837 us | 
🔴 +10.2% / 🔴 +23.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `436b37e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 365 tuples/sec | 401 tuples/sec | 790.88 
tuples/sec | -9.0% | -53.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.223 MB/s | 0.245 MB/s | 0.483 MB/s | -9.0% | 
-53.8% |
   | bs=10 sw=10 sl=64 | p50 | 25,342 us | 22,840 us | 12,348 us | +11.0% | 
+105.2% |
   | bs=10 sw=10 sl=64 | p95 | 42,008 us | 37,080 us | 15,390 us | +13.3% | 
+173.0% |
   | bs=10 sw=10 sl=64 | p99 | 42,008 us | 37,080 us | 18,935 us | +13.3% | 
+121.9% |
   | bs=100 sw=10 sl=64 | throughput | 771 tuples/sec | 770 tuples/sec | 1,009 
tuples/sec | +0.1% | -23.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.47 MB/s | 0.47 MB/s | 0.616 MB/s | 0.0% | 
-23.7% |
   | bs=100 sw=10 sl=64 | p50 | 126,017 us | 129,293 us | 99,753 us | -2.5% | 
+26.3% |
   | bs=100 sw=10 sl=64 | p95 | 161,443 us | 180,629 us | 105,895 us | -10.6% | 
+52.5% |
   | bs=100 sw=10 sl=64 | p99 | 161,443 us | 180,629 us | 113,263 us | -10.6% | 
+42.5% |
   | bs=1000 sw=10 sl=64 | throughput | 898 tuples/sec | 909 tuples/sec | 1,037 
tuples/sec | -1.2% | -13.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.555 MB/s | 0.633 MB/s | -1.3% 
| -13.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,112,313 us | 1,106,555 us | 976,194 us | 
+0.5% | +13.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,252,837 us | 1,136,588 us | 1,016,411 us | 
+10.2% | +23.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,252,837 us | 1,136,588 us | 1,045,212 us | 
+10.2% | +19.9% |
   
   </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
   0,10,10,64,20,548.08,200,128000,365,0.223,25342.43,42008.04,42008.04
   1,100,10,64,20,2595.05,2000,1280000,771,0.470,126016.71,161443.12,161443.12
   
2,1000,10,64,20,22272.48,20000,12800000,898,0.548,1112312.59,1252836.55,1252836.55
   ```
   
   </details>
   


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