github-actions[bot] commented on PR #7191:
URL: https://github.com/apache/texera/pull/7191#issuecomment-5148435699

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0783470` 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/30673999858)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 532 | 0.325 | 17,775/24,944/24,944 us | 🟢 -12.4% / 
🔴 +54.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,015 | 0.62 | 95,931/129,048/129,048 us | 🔴 
+12.8% / 🔴 +16.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,276 | 0.779 | 781,501/836,845/836,845 us | ⚪ 
within ±5% / 🟢 +28.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0783470` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 532 tuples/sec | 550 tuples/sec | 765.25 
tuples/sec | -3.3% | -30.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.325 MB/s | 0.336 MB/s | 0.467 MB/s | -3.3% | 
-30.4% |
   | bs=10 sw=10 sl=64 | p50 | 17,775 us | 18,196 us | 12,703 us | -2.3% | 
+39.9% |
   | bs=10 sw=10 sl=64 | p95 | 24,944 us | 28,490 us | 16,199 us | -12.4% | 
+54.0% |
   | bs=10 sw=10 sl=64 | p99 | 24,944 us | 28,490 us | 19,557 us | -12.4% | 
+27.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,015 tuples/sec | 1,115 tuples/sec | 
965.22 tuples/sec | -9.0% | +5.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.62 MB/s | 0.68 MB/s | 0.589 MB/s | -8.8% | 
+5.2% |
   | bs=100 sw=10 sl=64 | p50 | 95,931 us | 86,249 us | 103,830 us | +11.2% | 
-7.6% |
   | bs=100 sw=10 sl=64 | p95 | 129,048 us | 114,449 us | 110,778 us | +12.8% | 
+16.5% |
   | bs=100 sw=10 sl=64 | p99 | 129,048 us | 114,449 us | 118,713 us | +12.8% | 
+8.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,276 tuples/sec | 1,273 tuples/sec | 
992.33 tuples/sec | +0.2% | +28.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.779 MB/s | 0.777 MB/s | 0.606 MB/s | +0.3% 
| +28.6% |
   | bs=1000 sw=10 sl=64 | p50 | 781,501 us | 783,981 us | 1,016,959 us | -0.3% 
| -23.2% |
   | bs=1000 sw=10 sl=64 | p95 | 836,845 us | 832,440 us | 1,062,501 us | +0.5% 
| -21.2% |
   | bs=1000 sw=10 sl=64 | p99 | 836,845 us | 832,440 us | 1,082,611 us | +0.5% 
| -22.7% |
   
   </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
   0,10,10,64,20,376.07,200,128000,532,0.325,17775.07,24943.53,24943.53
   1,100,10,64,20,1970.07,2000,1280000,1015,0.620,95930.77,129047.76,129047.76
   
2,1000,10,64,20,15673.34,20000,12800000,1276,0.779,781500.69,836845.01,836845.01
   ```
   
   </details>
   


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