github-actions[bot] commented on PR #8798:
URL: https://github.com/apache/texera/pull/8798#issuecomment-5920181606

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `98d3d4b` 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/36777786468)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 372 | 0.227 | 24,440/41,219/41,219 us | 🔴 +24.4% / 
🔴 +161.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 802 | 0.489 | 118,690/173,036/173,036 us | 🔴 
+28.8% / 🔴 +63.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 949 | 0.579 | 1,046,705/1,163,703/1,163,703 us | 
🔴 +8.7% / 🔴 +15.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98d3d4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 428 tuples/sec | 818.62 
tuples/sec | -13.1% | -54.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.261 MB/s | 0.5 MB/s | -13.0% | 
-54.6% |
   | bs=10 sw=10 sl=64 | p50 | 24,440 us | 23,605 us | 12,404 us | +3.5% | 
+97.0% |
   | bs=10 sw=10 sl=64 | p95 | 41,219 us | 33,123 us | 15,787 us | +24.4% | 
+161.1% |
   | bs=10 sw=10 sl=64 | p99 | 41,219 us | 33,123 us | 18,928 us | +24.4% | 
+117.8% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 864 tuples/sec | 1,058 
tuples/sec | -7.2% | -24.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.489 MB/s | 0.528 MB/s | 0.646 MB/s | -7.4% | 
-24.3% |
   | bs=100 sw=10 sl=64 | p50 | 118,690 us | 113,984 us | 99,149 us | +4.1% | 
+19.7% |
   | bs=100 sw=10 sl=64 | p95 | 173,036 us | 134,303 us | 106,165 us | +28.8% | 
+63.0% |
   | bs=100 sw=10 sl=64 | p99 | 173,036 us | 134,303 us | 114,997 us | +28.8% | 
+50.5% |
   | bs=1000 sw=10 sl=64 | throughput | 949 tuples/sec | 957 tuples/sec | 1,088 
tuples/sec | -0.8% | -12.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.579 MB/s | 0.584 MB/s | 0.664 MB/s | -0.9% 
| -12.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,046,705 us | 1,047,882 us | 971,066 us | 
-0.1% | +7.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,703 us | 1,070,237 us | 1,011,680 us | 
+8.7% | +15.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,703 us | 1,070,237 us | 1,037,719 us | 
+8.7% | +12.1% |
   
   </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
   0,10,10,64,20,537.73,200,128000,372,0.227,24440.42,41218.81,41218.81
   1,100,10,64,20,2494.98,2000,1280000,802,0.489,118689.78,173036.14,173036.14
   
2,1000,10,64,20,21071.66,20000,12800000,949,0.579,1046705.11,1163703.04,1163703.04
   ```
   
   </details>
   


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