github-actions[bot] commented on PR #8523:
URL: https://github.com/apache/texera/pull/8523#issuecomment-5647019540

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `0b103f8` 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/34703741976)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 365 | 0.223 | 28,359/38,251/38,251 us | 🔴 +22.6% / 
🔴 +153.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 781 | 0.477 | 124,017/167,146/167,146 us | 🔴 
+13.2% / 🔴 +62.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 915 | 0.559 | 1,088,082/1,169,718/1,169,718 us | 
⚪ within ±5% / 🔴 +19.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0b103f8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 365 tuples/sec | 388 tuples/sec | 807.77 
tuples/sec | -5.9% | -54.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.223 MB/s | 0.237 MB/s | 0.493 MB/s | -5.9% | 
-54.8% |
   | bs=10 sw=10 sl=64 | p50 | 28,359 us | 23,133 us | 12,280 us | +22.6% | 
+130.9% |
   | bs=10 sw=10 sl=64 | p95 | 38,251 us | 37,477 us | 15,066 us | +2.1% | 
+153.9% |
   | bs=10 sw=10 sl=64 | p99 | 38,251 us | 37,477 us | 19,166 us | +2.1% | 
+99.6% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 814 tuples/sec | 1,054 
tuples/sec | -4.1% | -25.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.497 MB/s | 0.643 MB/s | -4.0% | 
-25.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,017 us | 120,051 us | 96,023 us | +3.3% | 
+29.2% |
   | bs=100 sw=10 sl=64 | p95 | 167,146 us | 147,695 us | 102,660 us | +13.2% | 
+62.8% |
   | bs=100 sw=10 sl=64 | p99 | 167,146 us | 147,695 us | 114,950 us | +13.2% | 
+45.4% |
   | bs=1000 sw=10 sl=64 | throughput | 915 tuples/sec | 926 tuples/sec | 1,086 
tuples/sec | -1.2% | -15.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.559 MB/s | 0.565 MB/s | 0.663 MB/s | -1.1% 
| -15.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,088,082 us | 1,085,818 us | 940,412 us | 
+0.2% | +15.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,169,718 us | 1,136,440 us | 979,930 us | 
+2.9% | +19.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,169,718 us | 1,136,440 us | 1,015,625 us | 
+2.9% | +15.2% |
   
   </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
   0,10,10,64,20,548.51,200,128000,365,0.223,28359.04,38250.91,38250.91
   1,100,10,64,20,2560.53,2000,1280000,781,0.477,124016.69,167145.52,167145.52
   
2,1000,10,64,20,21851.65,20000,12800000,915,0.559,1088081.88,1169717.99,1169717.99
   ```
   
   </details>
   


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