github-actions[bot] commented on PR #7709:
URL: https://github.com/apache/texera/pull/7709#issuecomment-5338791750

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `80913ed` 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/32224736871)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 343 | 0.209 | 28,647/38,934/38,934 us | 🔴 +19.6% / 
🔴 +140.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 787 | 0.48 | 124,921/151,525/151,525 us | 🔴 +9.0% 
/ 🔴 +36.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 897 | 0.547 | 1,108,079/1,229,716/1,229,716 us | 
🔴 +6.9% / 🔴 +16.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `80913ed` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 343 tuples/sec | 404 tuples/sec | 743.3 
tuples/sec | -15.1% | -53.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.209 MB/s | 0.247 MB/s | 0.454 MB/s | -15.4% | 
-53.9% |
   | bs=10 sw=10 sl=64 | p50 | 28,647 us | 23,953 us | 13,204 us | +19.6% | 
+117.0% |
   | bs=10 sw=10 sl=64 | p95 | 38,934 us | 32,757 us | 16,220 us | +18.9% | 
+140.0% |
   | bs=10 sw=10 sl=64 | p99 | 38,934 us | 32,757 us | 19,867 us | +18.9% | 
+96.0% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 804 tuples/sec | 959.52 
tuples/sec | -2.1% | -18.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.49 MB/s | 0.586 MB/s | -2.0% | 
-18.0% |
   | bs=100 sw=10 sl=64 | p50 | 124,921 us | 124,282 us | 103,974 us | +0.5% | 
+20.1% |
   | bs=100 sw=10 sl=64 | p95 | 151,525 us | 139,030 us | 111,036 us | +9.0% | 
+36.5% |
   | bs=100 sw=10 sl=64 | p99 | 151,525 us | 139,030 us | 118,982 us | +9.0% | 
+27.4% |
   | bs=1000 sw=10 sl=64 | throughput | 897 tuples/sec | 915 tuples/sec | 
994.68 tuples/sec | -2.0% | -9.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.547 MB/s | 0.558 MB/s | 0.607 MB/s | -2.0% 
| -9.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,108,079 us | 1,089,378 us | 1,011,206 us | 
+1.7% | +9.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,229,716 us | 1,150,645 us | 1,055,603 us | 
+6.9% | +16.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,229,716 us | 1,150,645 us | 1,084,808 us | 
+6.9% | +13.4% |
   
   </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
   0,10,10,64,20,583.58,200,128000,343,0.209,28646.68,38934.38,38934.38
   1,100,10,64,20,2541.86,2000,1280000,787,0.480,124921.08,151524.77,151524.77
   
2,1000,10,64,20,22307.03,20000,12800000,897,0.547,1108078.50,1229715.76,1229715.76
   ```
   
   </details>
   


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