github-actions[bot] commented on PR #7214:
URL: https://github.com/apache/texera/pull/7214#issuecomment-5149668182

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `0107183` 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/30682662948)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 436 | 0.266 | 22,131/30,860/30,860 us | 🟢 -11.9% / 
🔴 +90.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 923 | 0.563 | 106,883/143,624/143,624 us | ⚪ 
within ±5% / 🔴 +29.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,060 | 0.647 | 937,972/1,118,488/1,118,488 us | 
🔴 +16.5% / 🟢 -7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0107183` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 436 tuples/sec | 429 tuples/sec | 765.25 
tuples/sec | +1.6% | -43.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.266 MB/s | 0.262 MB/s | 0.467 MB/s | +1.5% | 
-43.0% |
   | bs=10 sw=10 sl=64 | p50 | 22,131 us | 20,483 us | 12,703 us | +8.0% | 
+74.2% |
   | bs=10 sw=10 sl=64 | p95 | 30,860 us | 35,014 us | 16,199 us | -11.9% | 
+90.5% |
   | bs=10 sw=10 sl=64 | p99 | 30,860 us | 35,014 us | 19,557 us | -11.9% | 
+57.8% |
   | bs=100 sw=10 sl=64 | throughput | 923 tuples/sec | 946 tuples/sec | 965.22 
tuples/sec | -2.4% | -4.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.578 MB/s | 0.589 MB/s | -2.6% | 
-4.4% |
   | bs=100 sw=10 sl=64 | p50 | 106,883 us | 105,437 us | 103,830 us | +1.4% | 
+2.9% |
   | bs=100 sw=10 sl=64 | p95 | 143,624 us | 137,136 us | 110,778 us | +4.7% | 
+29.7% |
   | bs=100 sw=10 sl=64 | p99 | 143,624 us | 137,136 us | 118,713 us | +4.7% | 
+21.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,060 tuples/sec | 1,094 tuples/sec | 
992.33 tuples/sec | -3.1% | +6.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.647 MB/s | 0.668 MB/s | 0.606 MB/s | -3.1% 
| +6.8% |
   | bs=1000 sw=10 sl=64 | p50 | 937,972 us | 912,911 us | 1,016,959 us | +2.7% 
| -7.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,118,488 us | 959,795 us | 1,062,501 us | 
+16.5% | +5.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,118,488 us | 959,795 us | 1,082,611 us | 
+16.5% | +3.3% |
   
   </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
   0,10,10,64,20,458.74,200,128000,436,0.266,22131.02,30860.19,30860.19
   1,100,10,64,20,2167.36,2000,1280000,923,0.563,106882.85,143624.31,143624.31
   
2,1000,10,64,20,18862.80,20000,12800000,1060,0.647,937971.88,1118487.68,1118487.68
   ```
   
   </details>
   


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