github-actions[bot] commented on PR #8293:
URL: https://github.com/apache/texera/pull/8293#issuecomment-5480575912

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33404550370)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 560 | 0.342 | 17,115/27,086/27,086 us | 🔴 +5.6% / 
🔴 +73.9% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,150 | 0.702 | 85,112/118,599/118,599 us | 🟢 
-11.7% / 🟢 -15.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,318 | 0.804 | 755,442/825,214/825,214 us | ⚪ 
within ±5% / 🟢 +26.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 560 tuples/sec | 570 tuples/sec | 787.98 
tuples/sec | -1.8% | -28.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.342 MB/s | 0.348 MB/s | 0.481 MB/s | -1.7% | 
-28.9% |
   | bs=10 sw=10 sl=64 | p50 | 17,115 us | 16,834 us | 12,593 us | +1.7% | 
+35.9% |
   | bs=10 sw=10 sl=64 | p95 | 27,086 us | 25,649 us | 15,579 us | +5.6% | 
+73.9% |
   | bs=10 sw=10 sl=64 | p99 | 27,086 us | 25,649 us | 18,786 us | +5.6% | 
+44.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,150 tuples/sec | 1,125 tuples/sec | 
1,008 tuples/sec | +2.2% | +14.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.702 MB/s | 0.687 MB/s | 0.615 MB/s | +2.2% | 
+14.1% |
   | bs=100 sw=10 sl=64 | p50 | 85,112 us | 83,841 us | 100,701 us | +1.5% | 
-15.5% |
   | bs=100 sw=10 sl=64 | p95 | 118,599 us | 134,321 us | 107,244 us | -11.7% | 
+10.6% |
   | bs=100 sw=10 sl=64 | p99 | 118,599 us | 134,321 us | 116,122 us | -11.7% | 
+2.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,318 tuples/sec | 1,341 tuples/sec | 
1,042 tuples/sec | -1.7% | +26.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.804 MB/s | 0.819 MB/s | 0.636 MB/s | -1.8% 
| +26.4% |
   | bs=1000 sw=10 sl=64 | p50 | 755,442 us | 741,999 us | 981,959 us | +1.8% | 
-23.1% |
   | bs=1000 sw=10 sl=64 | p95 | 825,214 us | 800,914 us | 1,023,080 us | +3.0% 
| -19.3% |
   | bs=1000 sw=10 sl=64 | p99 | 825,214 us | 800,914 us | 1,051,697 us | +3.0% 
| -21.5% |
   
   </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
   0,10,10,64,20,357.21,200,128000,560,0.342,17115.16,27085.98,27085.98
   1,100,10,64,20,1739.42,2000,1280000,1150,0.702,85111.64,118598.84,118598.84
   
2,1000,10,64,20,15174.97,20000,12800000,1318,0.804,755442.05,825214.29,825214.29
   ```
   
   </details>
   


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