github-actions[bot] commented on PR #6311:
URL: https://github.com/apache/texera/pull/6311#issuecomment-4932058727

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `1b42558` 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/29069456213)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 427 | 0.26 | 22,584/32,816/32,816 us | 🔴 +16.4% / 
🔴 +117.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 952 | 0.581 | 102,504/131,010/131,010 us | 🔴 
+12.6% / 🔴 +22.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,095 | 0.668 | 910,740/1,037,243/1,037,243 us | 
🔴 +9.1% / 🟢 -7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1b42558` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 427 tuples/sec | 483 tuples/sec | 779.42 
tuples/sec | -11.6% | -45.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.26 MB/s | 0.295 MB/s | 0.476 MB/s | -11.9% | 
-45.3% |
   | bs=10 sw=10 sl=64 | p50 | 22,584 us | 19,711 us | 12,550 us | +14.6% | 
+80.0% |
   | bs=10 sw=10 sl=64 | p95 | 32,816 us | 28,187 us | 15,115 us | +16.4% | 
+117.1% |
   | bs=10 sw=10 sl=64 | p99 | 32,816 us | 28,187 us | 18,652 us | +16.4% | 
+75.9% |
   | bs=100 sw=10 sl=64 | throughput | 952 tuples/sec | 979 tuples/sec | 1,000 
tuples/sec | -2.8% | -4.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.581 MB/s | 0.598 MB/s | 0.61 MB/s | -2.8% | 
-4.8% |
   | bs=100 sw=10 sl=64 | p50 | 102,504 us | 102,113 us | 99,872 us | +0.4% | 
+2.6% |
   | bs=100 sw=10 sl=64 | p95 | 131,010 us | 116,380 us | 107,073 us | +12.6% | 
+22.4% |
   | bs=100 sw=10 sl=64 | p99 | 131,010 us | 116,380 us | 114,377 us | +12.6% | 
+14.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,095 tuples/sec | 1,111 tuples/sec | 
1,020 tuples/sec | -1.4% | +7.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.678 MB/s | 0.622 MB/s | -1.5% 
| +7.3% |
   | bs=1000 sw=10 sl=64 | p50 | 910,740 us | 903,061 us | 987,499 us | +0.9% | 
-7.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,037,243 us | 950,711 us | 1,028,784 us | 
+9.1% | +0.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,037,243 us | 950,711 us | 1,057,136 us | 
+9.1% | -1.9% |
   
   </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
   0,10,10,64,20,468.85,200,128000,427,0.260,22583.95,32816.46,32816.46
   1,100,10,64,20,2100.87,2000,1280000,952,0.581,102503.91,131009.80,131009.80
   
2,1000,10,64,20,18269.48,20000,12800000,1095,0.668,910739.64,1037242.71,1037242.71
   ```
   
   </details>
   


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