github-actions[bot] commented on PR #8166:
URL: https://github.com/apache/texera/pull/8166#issuecomment-5472119531

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33343401538)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 443 | 0.27 | 21,805/28,787/28,787 us | 🔴 +18.1% / 
🔴 +94.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 947 | 0.578 | 105,799/127,471/127,471 us | 🔴 
+6.1% / 🔴 +26.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,068 | 0.652 | 936,250/1,037,459/1,037,459 us | 
⚪ within ±5% / 🔴 +7.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 443 tuples/sec | 483 tuples/sec | 844.57 
tuples/sec | -8.3% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.27 MB/s | 0.295 MB/s | 0.515 MB/s | -8.5% | 
-47.6% |
   | bs=10 sw=10 sl=64 | p50 | 21,805 us | 18,469 us | 11,837 us | +18.1% | 
+84.2% |
   | bs=10 sw=10 sl=64 | p95 | 28,787 us | 30,649 us | 14,788 us | -6.1% | 
+94.7% |
   | bs=10 sw=10 sl=64 | p99 | 28,787 us | 30,649 us | 17,651 us | -6.1% | 
+63.1% |
   | bs=100 sw=10 sl=64 | throughput | 947 tuples/sec | 982 tuples/sec | 1,084 
tuples/sec | -3.6% | -12.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.599 MB/s | 0.662 MB/s | -3.5% | 
-12.6% |
   | bs=100 sw=10 sl=64 | p50 | 105,799 us | 99,680 us | 94,505 us | +6.1% | 
+12.0% |
   | bs=100 sw=10 sl=64 | p95 | 127,471 us | 126,729 us | 100,941 us | +0.6% | 
+26.3% |
   | bs=100 sw=10 sl=64 | p99 | 127,471 us | 126,729 us | 108,642 us | +0.6% | 
+17.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,068 tuples/sec | 1,087 tuples/sec | 
1,119 tuples/sec | -1.7% | -4.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.652 MB/s | 0.664 MB/s | 0.683 MB/s | -1.8% 
| -4.6% |
   | bs=1000 sw=10 sl=64 | p50 | 936,250 us | 918,475 us | 924,404 us | +1.9% | 
+1.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,037,459 us | 1,027,916 us | 967,785 us | 
+0.9% | +7.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,037,459 us | 1,027,916 us | 995,630 us | 
+0.9% | +4.2% |
   
   </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
   0,10,10,64,20,451.29,200,128000,443,0.270,21804.98,28787.44,28787.44
   1,100,10,64,20,2111.65,2000,1280000,947,0.578,105799.01,127470.85,127470.85
   
2,1000,10,64,20,18732.72,20000,12800000,1068,0.652,936249.51,1037459.19,1037459.19
   ```
   
   </details>
   


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