github-actions[bot] commented on PR #8825:
URL: https://github.com/apache/texera/pull/8825#issuecomment-5963964295

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `b7993fb` 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/37084636682)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 400 | 0.244 | 24,338/29,836/29,836 us | 🟢 -16.5% / 
🔴 +116.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 774 | 0.473 | 122,218/200,332/200,332 us | 🔴 
+30.9% / 🔴 +107.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 926 | 0.565 | 1,074,832/1,163,914/1,163,914 us | 
🔴 +5.7% / 🔴 +25.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b7993fb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 400 tuples/sec | 425 tuples/sec | 935.16 
tuples/sec | -5.9% | -57.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.259 MB/s | 0.571 MB/s | -5.8% | 
-57.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,338 us | 23,422 us | 11,225 us | +3.9% | 
+116.8% |
   | bs=10 sw=10 sl=64 | p95 | 29,836 us | 35,738 us | 13,984 us | -16.5% | 
+113.4% |
   | bs=10 sw=10 sl=64 | p99 | 29,836 us | 35,738 us | 17,158 us | -16.5% | 
+73.9% |
   | bs=100 sw=10 sl=64 | throughput | 774 tuples/sec | 851 tuples/sec | 1,202 
tuples/sec | -9.0% | -35.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.52 MB/s | 0.734 MB/s | -9.0% | 
-35.5% |
   | bs=100 sw=10 sl=64 | p50 | 122,218 us | 115,818 us | 90,147 us | +5.5% | 
+35.6% |
   | bs=100 sw=10 sl=64 | p95 | 200,332 us | 153,009 us | 96,575 us | +30.9% | 
+107.4% |
   | bs=100 sw=10 sl=64 | p99 | 200,332 us | 153,009 us | 104,995 us | +30.9% | 
+90.8% |
   | bs=1000 sw=10 sl=64 | throughput | 926 tuples/sec | 938 tuples/sec | 1,236 
tuples/sec | -1.3% | -25.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.572 MB/s | 0.755 MB/s | -1.2% 
| -25.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,074,832 us | 1,068,158 us | 888,237 us | 
+0.6% | +21.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,914 us | 1,101,332 us | 927,592 us | 
+5.7% | +25.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,914 us | 1,101,332 us | 954,428 us | 
+5.7% | +21.9% |
   
   </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
   0,10,10,64,20,500.34,200,128000,400,0.244,24337.60,29836.26,29836.26
   1,100,10,64,20,2583.27,2000,1280000,774,0.473,122218.37,200331.82,200331.82
   
2,1000,10,64,20,21609.05,20000,12800000,926,0.565,1074832.27,1163913.88,1163913.88
   ```
   
   </details>
   


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