github-actions[bot] commented on PR #6084:
URL: https://github.com/apache/texera/pull/6084#issuecomment-4880656355

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `3dd4c2b` 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/28694930408)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 417 | 0.255 | 23,230/31,244/31,244 us | 🔴 +11.3% / 
🔴 +103.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 801 | 0.489 | 122,743/149,879/149,879 us | 🟢 
-8.7% / 🔴 +38.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 928 | 0.566 | 1,076,546/1,146,783/1,146,783 us | 
⚪ within ±5% / 🔴 +11.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3dd4c2b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 417 tuples/sec | 424 tuples/sec | 772.08 
tuples/sec | -1.7% | -46.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.255 MB/s | 0.259 MB/s | 0.471 MB/s | -1.5% | 
-45.9% |
   | bs=10 sw=10 sl=64 | p50 | 23,230 us | 20,879 us | 12,745 us | +11.3% | 
+82.3% |
   | bs=10 sw=10 sl=64 | p95 | 31,244 us | 34,743 us | 15,330 us | -10.1% | 
+103.8% |
   | bs=10 sw=10 sl=64 | p99 | 31,244 us | 34,743 us | 19,054 us | -10.1% | 
+64.0% |
   | bs=100 sw=10 sl=64 | throughput | 801 tuples/sec | 837 tuples/sec | 982.64 
tuples/sec | -4.3% | -18.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.489 MB/s | 0.511 MB/s | 0.6 MB/s | -4.3% | 
-18.5% |
   | bs=100 sw=10 sl=64 | p50 | 122,743 us | 116,818 us | 101,961 us | +5.1% | 
+20.4% |
   | bs=100 sw=10 sl=64 | p95 | 149,879 us | 164,189 us | 108,335 us | -8.7% | 
+38.3% |
   | bs=100 sw=10 sl=64 | p99 | 149,879 us | 164,189 us | 114,379 us | -8.7% | 
+31.0% |
   | bs=1000 sw=10 sl=64 | throughput | 928 tuples/sec | 923 tuples/sec | 1,013 
tuples/sec | +0.5% | -8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.563 MB/s | 0.618 MB/s | +0.5% 
| -8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,076,546 us | 1,089,500 us | 993,573 us | 
-1.2% | +8.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,146,783 us | 1,117,556 us | 1,032,489 us | 
+2.6% | +11.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,146,783 us | 1,117,556 us | 1,065,526 us | 
+2.6% | +7.6% |
   
   </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
   0,10,10,64,20,479.16,200,128000,417,0.255,23230.46,31243.92,31243.92
   1,100,10,64,20,2495.85,2000,1280000,801,0.489,122743.16,149879.14,149879.14
   
2,1000,10,64,20,21554.54,20000,12800000,928,0.566,1076546.38,1146783.15,1146783.15
   ```
   
   </details>
   


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