github-actions[bot] commented on PR #6412:
URL: https://github.com/apache/texera/pull/6412#issuecomment-4969687010

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `0485d02` 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/29336005731)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 360 | 0.22 | 26,964/37,011/37,011 us | 🔴 +16.5% / 
🔴 +155.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 792 | 0.483 | 122,780/147,377/147,377 us | ⚪ 
within ±5% / 🔴 +46.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 905 | 0.552 | 1,113,934/1,153,146/1,153,146 us | 
⚪ within ±5% / 🔴 +20.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0485d02` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 360 tuples/sec | 389 tuples/sec | 830.77 
tuples/sec | -7.5% | -56.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.22 MB/s | 0.237 MB/s | 0.507 MB/s | -7.2% | 
-56.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,964 us | 23,154 us | 11,905 us | +16.5% | 
+126.5% |
   | bs=10 sw=10 sl=64 | p95 | 37,011 us | 37,626 us | 14,486 us | -1.6% | 
+155.5% |
   | bs=10 sw=10 sl=64 | p99 | 37,011 us | 37,626 us | 19,430 us | -1.6% | 
+90.5% |
   | bs=100 sw=10 sl=64 | throughput | 792 tuples/sec | 814 tuples/sec | 1,082 
tuples/sec | -2.7% | -26.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.497 MB/s | 0.66 MB/s | -2.8% | 
-26.9% |
   | bs=100 sw=10 sl=64 | p50 | 122,780 us | 119,261 us | 93,412 us | +3.0% | 
+31.4% |
   | bs=100 sw=10 sl=64 | p95 | 147,377 us | 149,663 us | 100,489 us | -1.5% | 
+46.7% |
   | bs=100 sw=10 sl=64 | p99 | 147,377 us | 149,663 us | 111,365 us | -1.5% | 
+32.3% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 900 tuples/sec | 1,104 
tuples/sec | +0.6% | -18.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.549 MB/s | 0.674 MB/s | +0.5% 
| -18.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,113,934 us | 1,114,471 us | 925,459 us | 
-0.0% | +20.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,153,146 us | 1,132,774 us | 967,138 us | 
+1.8% | +19.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,153,146 us | 1,132,774 us | 997,758 us | 
+1.8% | +15.6% |
   
   </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
   0,10,10,64,20,555.89,200,128000,360,0.220,26964.43,37011.29,37011.29
   1,100,10,64,20,2526.49,2000,1280000,792,0.483,122780.42,147377.05,147377.05
   
2,1000,10,64,20,22108.20,20000,12800000,905,0.552,1113933.64,1153145.59,1153145.59
   ```
   
   </details>
   


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