github-actions[bot] commented on PR #7359:
URL: https://github.com/apache/texera/pull/7359#issuecomment-5216247686

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `5fe5fde` 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/31172364549)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 358 | 0.219 | 28,172/34,261/34,261 us | 🔴 -10.3% / 
🔴 +118.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 736 | 0.449 | 127,692/210,128/210,128 us | 🔴 
+33.0% / 🔴 +89.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 893 | 0.545 | 1,115,474/1,226,705/1,226,705 us | 
⚪ within ±5% / 🔴 +16.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5fe5fde` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 358 tuples/sec | 399 tuples/sec | 757.88 
tuples/sec | -10.3% | -52.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.219 MB/s | 0.243 MB/s | 0.463 MB/s | -9.9% | 
-52.7% |
   | bs=10 sw=10 sl=64 | p50 | 28,172 us | 25,762 us | 12,904 us | +9.4% | 
+118.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,261 us | 32,857 us | 16,065 us | +4.3% | 
+113.3% |
   | bs=10 sw=10 sl=64 | p99 | 34,261 us | 32,857 us | 19,384 us | +4.3% | 
+76.7% |
   | bs=100 sw=10 sl=64 | throughput | 736 tuples/sec | 789 tuples/sec | 957.87 
tuples/sec | -6.7% | -23.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.449 MB/s | 0.482 MB/s | 0.585 MB/s | -6.8% | 
-23.2% |
   | bs=100 sw=10 sl=64 | p50 | 127,692 us | 120,621 us | 104,502 us | +5.9% | 
+22.2% |
   | bs=100 sw=10 sl=64 | p95 | 210,128 us | 158,008 us | 110,735 us | +33.0% | 
+89.8% |
   | bs=100 sw=10 sl=64 | p99 | 210,128 us | 158,008 us | 120,386 us | +33.0% | 
+74.5% |
   | bs=1000 sw=10 sl=64 | throughput | 893 tuples/sec | 905 tuples/sec | 
988.88 tuples/sec | -1.3% | -9.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.553 MB/s | 0.604 MB/s | -1.4% 
| -9.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,115,474 us | 1,103,139 us | 1,018,589 us | 
+1.1% | +9.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,226,705 us | 1,185,430 us | 1,056,001 us | 
+3.5% | +16.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,226,705 us | 1,185,430 us | 1,087,982 us | 
+3.5% | +12.8% |
   
   </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
   0,10,10,64,20,558.18,200,128000,358,0.219,28171.64,34261.29,34261.29
   1,100,10,64,20,2716.43,2000,1280000,736,0.449,127692.03,210128.04,210128.04
   
2,1000,10,64,20,22398.89,20000,12800000,893,0.545,1115474.49,1226705.10,1226705.10
   ```
   
   </details>
   


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