github-actions[bot] commented on PR #7453:
URL: https://github.com/apache/texera/pull/7453#issuecomment-5231411605

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 1 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `e03d971` 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/31312036440)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 438 | 0.267 | 21,804/31,206/31,206 us | ⚪ within 
±5% / 🔴 +93.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 914 | 0.558 | 107,746/141,042/141,042 us | 🔴 
+5.1% / 🔴 +26.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,079 | 0.659 | 922,105/982,415/982,415 us | ⚪ 
within ±5% / 🟢 -10.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e03d971` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 438 tuples/sec | 428 tuples/sec | 752.25 
tuples/sec | +2.3% | -41.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.267 MB/s | 0.262 MB/s | 0.459 MB/s | +1.9% | 
-41.8% |
   | bs=10 sw=10 sl=64 | p50 | 21,804 us | 22,617 us | 13,006 us | -3.6% | 
+67.6% |
   | bs=10 sw=10 sl=64 | p95 | 31,206 us | 32,245 us | 16,117 us | -3.2% | 
+93.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,206 us | 32,245 us | 19,286 us | -3.2% | 
+61.8% |
   | bs=100 sw=10 sl=64 | throughput | 914 tuples/sec | 947 tuples/sec | 953.66 
tuples/sec | -3.5% | -4.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.578 MB/s | 0.582 MB/s | -3.5% | 
-4.1% |
   | bs=100 sw=10 sl=64 | p50 | 107,746 us | 102,477 us | 105,130 us | +5.1% | 
+2.5% |
   | bs=100 sw=10 sl=64 | p95 | 141,042 us | 142,849 us | 111,226 us | -1.3% | 
+26.8% |
   | bs=100 sw=10 sl=64 | p99 | 141,042 us | 142,849 us | 121,065 us | -1.3% | 
+16.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,079 tuples/sec | 1,086 tuples/sec | 
984.25 tuples/sec | -0.6% | +9.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.663 MB/s | 0.601 MB/s | -0.6% 
| +9.7% |
   | bs=1000 sw=10 sl=64 | p50 | 922,105 us | 919,077 us | 1,024,295 us | +0.3% 
| -10.0% |
   | bs=1000 sw=10 sl=64 | p95 | 982,415 us | 1,023,054 us | 1,062,710 us | 
-4.0% | -7.6% |
   | bs=1000 sw=10 sl=64 | p99 | 982,415 us | 1,023,054 us | 1,095,400 us | 
-4.0% | -10.3% |
   
   </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
   0,10,10,64,20,456.88,200,128000,438,0.267,21804.16,31205.68,31205.68
   1,100,10,64,20,2189.07,2000,1280000,914,0.558,107746.01,141042.14,141042.14
   
2,1000,10,64,20,18527.46,20000,12800000,1079,0.659,922105.33,982415.47,982415.47
   ```
   
   </details>
   


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