github-actions[bot] commented on PR #6848:
URL: https://github.com/apache/texera/pull/6848#issuecomment-5064494001

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 1 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `3149eb5` 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/30052690853)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 371 | 0.226 | 26,098/36,723/36,723 us | 🔴 +9.0% / 
🔴 +129.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 782 | 0.478 | 125,156/145,631/145,631 us | ⚪ 
within ±5% / 🔴 +36.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 887 | 0.542 | 1,131,275/1,154,957/1,154,957 us | 
⚪ within ±5% / 🔴 +16.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3149eb5` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 371 tuples/sec | 389 tuples/sec | 767.66 
tuples/sec | -4.6% | -51.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.237 MB/s | 0.469 MB/s | -4.6% | 
-51.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,098 us | 23,952 us | 12,623 us | +9.0% | 
+106.8% |
   | bs=10 sw=10 sl=64 | p95 | 36,723 us | 36,872 us | 16,011 us | -0.4% | 
+129.4% |
   | bs=10 sw=10 sl=64 | p99 | 36,723 us | 36,872 us | 18,856 us | -0.4% | 
+94.8% |
   | bs=100 sw=10 sl=64 | throughput | 782 tuples/sec | 788 tuples/sec | 998.44 
tuples/sec | -0.8% | -21.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.481 MB/s | 0.609 MB/s | -0.6% | 
-21.6% |
   | bs=100 sw=10 sl=64 | p50 | 125,156 us | 126,063 us | 100,463 us | -0.7% | 
+24.6% |
   | bs=100 sw=10 sl=64 | p95 | 145,631 us | 149,339 us | 106,400 us | -2.5% | 
+36.9% |
   | bs=100 sw=10 sl=64 | p99 | 145,631 us | 149,339 us | 117,712 us | -2.5% | 
+23.7% |
   | bs=1000 sw=10 sl=64 | throughput | 887 tuples/sec | 901 tuples/sec | 1,034 
tuples/sec | -1.6% | -14.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.542 MB/s | 0.55 MB/s | 0.631 MB/s | -1.5% | 
-14.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,131,275 us | 1,114,415 us | 973,294 us | 
+1.5% | +16.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,154,957 us | 1,154,042 us | 1,019,213 us | 
+0.1% | +13.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,154,957 us | 1,154,042 us | 1,049,896 us | 
+0.1% | +10.0% |
   
   </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
   0,10,10,64,20,539.48,200,128000,371,0.226,26098.32,36723.31,36723.31
   1,100,10,64,20,2556.05,2000,1280000,782,0.478,125156.32,145630.94,145630.94
   
2,1000,10,64,20,22536.99,20000,12800000,887,0.542,1131275.28,1154956.85,1154956.85
   ```
   
   </details>
   


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