github-actions[bot] commented on PR #6915:
URL: https://github.com/apache/texera/pull/6915#issuecomment-5086707237

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `f521750` 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/30232175627)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 396 | 0.242 | 24,639/33,371/33,371 us | 🔴 +16.5% / 
🔴 +103.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 817 | 0.499 | 122,103/152,676/152,676 us | 🔴 
+14.3% / 🔴 +39.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 943 | 0.576 | 1,062,817/1,088,437/1,088,437 us | 
⚪ within ±5% / 🔴 -5.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f521750` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 396 tuples/sec | 445 tuples/sec | 759.72 
tuples/sec | -11.0% | -47.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.242 MB/s | 0.272 MB/s | 0.464 MB/s | -11.0% | 
-47.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,639 us | 21,147 us | 12,653 us | +16.5% | 
+94.7% |
   | bs=10 sw=10 sl=64 | p95 | 33,371 us | 33,622 us | 16,371 us | -0.7% | 
+103.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,371 us | 33,622 us | 19,941 us | -0.7% | 
+67.4% |
   | bs=100 sw=10 sl=64 | throughput | 817 tuples/sec | 851 tuples/sec | 966.78 
tuples/sec | -4.0% | -15.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.499 MB/s | 0.519 MB/s | 0.59 MB/s | -3.9% | 
-15.4% |
   | bs=100 sw=10 sl=64 | p50 | 122,103 us | 114,516 us | 103,654 us | +6.6% | 
+17.8% |
   | bs=100 sw=10 sl=64 | p95 | 152,676 us | 133,601 us | 109,308 us | +14.3% | 
+39.7% |
   | bs=100 sw=10 sl=64 | p99 | 152,676 us | 133,601 us | 116,369 us | +14.3% | 
+31.2% |
   | bs=1000 sw=10 sl=64 | throughput | 943 tuples/sec | 944 tuples/sec | 
997.95 tuples/sec | -0.1% | -5.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.576 MB/s | 0.576 MB/s | 0.609 MB/s | 0.0% | 
-5.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,062,817 us | 1,064,750 us | 1,007,348 us | 
-0.2% | +5.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,088,437 us | 1,099,728 us | 1,050,149 us | 
-1.0% | +3.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,088,437 us | 1,099,728 us | 1,079,497 us | 
-1.0% | +0.8% |
   
   </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
   0,10,10,64,20,504.58,200,128000,396,0.242,24638.89,33371.04,33371.04
   1,100,10,64,20,2448.24,2000,1280000,817,0.499,122103.30,152675.96,152675.96
   
2,1000,10,64,20,21209.63,20000,12800000,943,0.576,1062817.31,1088436.88,1088436.88
   ```
   
   </details>
   


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