github-actions[bot] commented on PR #7703:
URL: https://github.com/apache/texera/pull/7703#issuecomment-5312651867

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `1c4662b` 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/32001649153)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 395 | 0.241 | 24,956/33,851/33,851 us | ⚪ within 
±5% / 🔴 +109.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 803 | 0.49 | 123,571/146,241/146,241 us | 🟢 -6.0% 
/ 🔴 +38.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,098,300/1,140,381/1,140,381 us | 
⚪ within ±5% / 🔴 -14.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1c4662b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 395 tuples/sec | 405 tuples/sec | 784.16 
tuples/sec | -2.5% | -49.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.241 MB/s | 0.247 MB/s | 0.479 MB/s | -2.4% | 
-49.6% |
   | bs=10 sw=10 sl=64 | p50 | 24,956 us | 25,177 us | 12,626 us | -0.9% | 
+97.6% |
   | bs=10 sw=10 sl=64 | p95 | 33,851 us | 34,510 us | 16,169 us | -1.9% | 
+109.4% |
   | bs=10 sw=10 sl=64 | p99 | 33,851 us | 34,510 us | 18,986 us | -1.9% | 
+78.3% |
   | bs=100 sw=10 sl=64 | throughput | 803 tuples/sec | 823 tuples/sec | 1,023 
tuples/sec | -2.4% | -21.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.502 MB/s | 0.625 MB/s | -2.4% | 
-21.6% |
   | bs=100 sw=10 sl=64 | p50 | 123,571 us | 119,569 us | 99,185 us | +3.3% | 
+24.6% |
   | bs=100 sw=10 sl=64 | p95 | 146,241 us | 155,506 us | 105,616 us | -6.0% | 
+38.5% |
   | bs=100 sw=10 sl=64 | p99 | 146,241 us | 155,506 us | 113,681 us | -6.0% | 
+28.6% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 918 tuples/sec | 1,057 
tuples/sec | -1.0% | -14.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.56 MB/s | 0.645 MB/s | -0.9% | 
-13.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,098,300 us | 1,087,306 us | 965,435 us | 
+1.0% | +13.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,140,381 us | 1,117,128 us | 1,012,135 us | 
+2.1% | +12.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,140,381 us | 1,117,128 us | 1,042,088 us | 
+2.1% | +9.4% |
   
   </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
   0,10,10,64,20,506.57,200,128000,395,0.241,24955.74,33851.36,33851.36
   1,100,10,64,20,2489.55,2000,1280000,803,0.490,123571.15,146240.82,146240.82
   
2,1000,10,64,20,21999.26,20000,12800000,909,0.555,1098299.95,1140380.65,1140380.65
   ```
   
   </details>
   


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