github-actions[bot] commented on PR #7192:
URL: https://github.com/apache/texera/pull/7192#issuecomment-5148437209

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 1 better · 🔴 6 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0783470` 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/30674006127)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 439 | 0.268 | 21,329/31,641/31,641 us | 🔴 +16.3% / 
🔴 +95.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 905 | 0.552 | 103,981/155,837/155,837 us | 🔴 
+23.2% / 🔴 +40.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,077 | 0.657 | 927,611/980,938/980,938 us | ⚪ 
within ±5% / 🟢 -9.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0783470` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 439 tuples/sec | 456 tuples/sec | 765.25 
tuples/sec | -3.7% | -42.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.268 MB/s | 0.278 MB/s | 0.467 MB/s | -3.6% | 
-42.6% |
   | bs=10 sw=10 sl=64 | p50 | 21,329 us | 22,870 us | 12,703 us | -6.7% | 
+67.9% |
   | bs=10 sw=10 sl=64 | p95 | 31,641 us | 27,212 us | 16,199 us | +16.3% | 
+95.3% |
   | bs=10 sw=10 sl=64 | p99 | 31,641 us | 27,212 us | 19,557 us | +16.3% | 
+61.8% |
   | bs=100 sw=10 sl=64 | throughput | 905 tuples/sec | 963 tuples/sec | 965.22 
tuples/sec | -6.0% | -6.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.588 MB/s | 0.589 MB/s | -6.1% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p50 | 103,981 us | 100,065 us | 103,830 us | +3.9% | 
+0.1% |
   | bs=100 sw=10 sl=64 | p95 | 155,837 us | 126,501 us | 110,778 us | +23.2% | 
+40.7% |
   | bs=100 sw=10 sl=64 | p99 | 155,837 us | 126,501 us | 118,713 us | +23.2% | 
+31.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,077 tuples/sec | 1,086 tuples/sec | 
992.33 tuples/sec | -0.8% | +8.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.657 MB/s | 0.663 MB/s | 0.606 MB/s | -0.9% 
| +8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 927,611 us | 920,254 us | 1,016,959 us | +0.8% 
| -8.8% |
   | bs=1000 sw=10 sl=64 | p95 | 980,938 us | 961,089 us | 1,062,501 us | +2.1% 
| -7.7% |
   | bs=1000 sw=10 sl=64 | p99 | 980,938 us | 961,089 us | 1,082,611 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
   0,10,10,64,20,455.96,200,128000,439,0.268,21329.47,31640.88,31640.88
   1,100,10,64,20,2209.70,2000,1280000,905,0.552,103980.70,155836.82,155836.82
   
2,1000,10,64,20,18575.69,20000,12800000,1077,0.657,927611.08,980937.76,980937.76
   ```
   
   </details>
   


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