github-actions[bot] commented on PR #8472:
URL: https://github.com/apache/texera/pull/8472#issuecomment-5610799140

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `ec3a9dd` 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/34402176554)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 410 | 0.25 | 23,800/32,297/32,297 us | 🔴 +12.3% / 
🔴 +98.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 934 | 0.57 | 107,448/127,418/127,418 us | 🔴 +5.1% 
/ 🔴 +17.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,078 | 0.658 | 923,495/1,046,043/1,046,043 us | 
🔴 +7.1% / 🟢 -7.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ec3a9dd` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 410 tuples/sec | 448 tuples/sec | 754.83 
tuples/sec | -8.5% | -45.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.25 MB/s | 0.274 MB/s | 0.461 MB/s | -8.8% | 
-45.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,800 us | 21,189 us | 12,950 us | +12.3% | 
+83.8% |
   | bs=10 sw=10 sl=64 | p95 | 32,297 us | 33,405 us | 16,243 us | -3.3% | 
+98.8% |
   | bs=10 sw=10 sl=64 | p99 | 32,297 us | 33,405 us | 19,574 us | -3.3% | 
+65.0% |
   | bs=100 sw=10 sl=64 | throughput | 934 tuples/sec | 975 tuples/sec | 982.46 
tuples/sec | -4.2% | -4.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.595 MB/s | 0.6 MB/s | -4.2% | 
-4.9% |
   | bs=100 sw=10 sl=64 | p50 | 107,448 us | 102,232 us | 101,575 us | +5.1% | 
+5.8% |
   | bs=100 sw=10 sl=64 | p95 | 127,418 us | 126,270 us | 108,655 us | +0.9% | 
+17.3% |
   | bs=100 sw=10 sl=64 | p99 | 127,418 us | 126,270 us | 121,794 us | +0.9% | 
+4.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,078 tuples/sec | 1,102 tuples/sec | 
1,010 tuples/sec | -2.2% | +6.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.673 MB/s | 0.616 MB/s | -2.2% 
| +6.8% |
   | bs=1000 sw=10 sl=64 | p50 | 923,495 us | 910,938 us | 998,032 us | +1.4% | 
-7.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,046,043 us | 976,592 us | 1,039,429 us | 
+7.1% | +0.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,046,043 us | 976,592 us | 1,068,120 us | 
+7.1% | -2.1% |
   
   </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
   0,10,10,64,20,487.44,200,128000,410,0.250,23799.82,32296.63,32296.63
   1,100,10,64,20,2141.94,2000,1280000,934,0.570,107448.22,127417.92,127417.92
   
2,1000,10,64,20,18546.35,20000,12800000,1078,0.658,923495.24,1046043.39,1046043.39
   ```
   
   </details>
   


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