github-actions[bot] commented on PR #7578:
URL: https://github.com/apache/texera/pull/7578#issuecomment-5259303000

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `e878df3` 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/31539749076)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 556 | 0.34 | 17,181/22,792/22,792 us | 🟢 -13.9% / 
🔴 +42.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,165 | 0.711 | 83,645/109,045/109,045 us | 🟢 
-16.6% / 🟢 -17.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,360 | 0.83 | 730,146/773,733/773,733 us | ⚪ 
within ±5% / 🟢 +32.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e878df3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 556 tuples/sec | 576 tuples/sec | 784.3 
tuples/sec | -3.5% | -29.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.34 MB/s | 0.352 MB/s | 0.479 MB/s | -3.4% | 
-29.0% |
   | bs=10 sw=10 sl=64 | p50 | 17,181 us | 16,051 us | 12,590 us | +7.0% | 
+36.5% |
   | bs=10 sw=10 sl=64 | p95 | 22,792 us | 26,483 us | 15,991 us | -13.9% | 
+42.5% |
   | bs=10 sw=10 sl=64 | p99 | 22,792 us | 26,483 us | 18,694 us | -13.9% | 
+21.9% |
   | bs=100 sw=10 sl=64 | throughput | 1,165 tuples/sec | 1,145 tuples/sec | 
1,002 tuples/sec | +1.7% | +16.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.711 MB/s | 0.699 MB/s | 0.612 MB/s | +1.7% | 
+16.3% |
   | bs=100 sw=10 sl=64 | p50 | 83,645 us | 82,111 us | 101,285 us | +1.9% | 
-17.4% |
   | bs=100 sw=10 sl=64 | p95 | 109,045 us | 130,680 us | 108,068 us | -16.6% | 
+0.9% |
   | bs=100 sw=10 sl=64 | p99 | 109,045 us | 130,680 us | 118,235 us | -16.6% | 
-7.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,360 tuples/sec | 1,348 tuples/sec | 
1,030 tuples/sec | +0.9% | +32.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.83 MB/s | 0.823 MB/s | 0.629 MB/s | +0.9% | 
+32.0% |
   | bs=1000 sw=10 sl=64 | p50 | 730,146 us | 740,728 us | 991,882 us | -1.4% | 
-26.4% |
   | bs=1000 sw=10 sl=64 | p95 | 773,733 us | 771,902 us | 1,038,496 us | +0.2% 
| -25.5% |
   | bs=1000 sw=10 sl=64 | p99 | 773,733 us | 771,902 us | 1,068,265 us | +0.2% 
| -27.6% |
   
   </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
   0,10,10,64,20,359.55,200,128000,556,0.340,17180.77,22791.56,22791.56
   1,100,10,64,20,1717.41,2000,1280000,1165,0.711,83645.09,109044.71,109044.71
   
2,1000,10,64,20,14702.64,20000,12800000,1360,0.830,730146.21,773732.87,773732.87
   ```
   
   </details>
   


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