github-actions[bot] commented on PR #8546:
URL: https://github.com/apache/texera/pull/8546#issuecomment-5671680168

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `5042d96` 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/34903755964)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 350 | 0.214 | 28,254/34,458/34,458 us | 🔴 +16.1% / 
🔴 +130.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 776 | 0.474 | 128,305/143,035/143,035 us | 🟢 
-7.7% / 🔴 +39.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 891 | 0.544 | 1,122,233/1,201,156/1,201,156 us | 
🔴 +6.9% / 🔴 +22.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5042d96` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 350 tuples/sec | 397 tuples/sec | 816.13 
tuples/sec | -11.8% | -57.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.214 MB/s | 0.243 MB/s | 0.498 MB/s | -11.9% | 
-57.0% |
   | bs=10 sw=10 sl=64 | p50 | 28,254 us | 24,325 us | 12,250 us | +16.1% | 
+130.6% |
   | bs=10 sw=10 sl=64 | p95 | 34,458 us | 33,885 us | 15,315 us | +1.7% | 
+125.0% |
   | bs=10 sw=10 sl=64 | p99 | 34,458 us | 33,885 us | 19,159 us | +1.7% | 
+79.9% |
   | bs=100 sw=10 sl=64 | throughput | 776 tuples/sec | 798 tuples/sec | 1,067 
tuples/sec | -2.8% | -27.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.474 MB/s | 0.487 MB/s | 0.651 MB/s | -2.7% | 
-27.2% |
   | bs=100 sw=10 sl=64 | p50 | 128,305 us | 122,760 us | 95,768 us | +4.5% | 
+34.0% |
   | bs=100 sw=10 sl=64 | p95 | 143,035 us | 154,902 us | 102,529 us | -7.7% | 
+39.5% |
   | bs=100 sw=10 sl=64 | p99 | 143,035 us | 154,902 us | 114,717 us | -7.7% | 
+24.7% |
   | bs=1000 sw=10 sl=64 | throughput | 891 tuples/sec | 923 tuples/sec | 1,098 
tuples/sec | -3.5% | -18.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.544 MB/s | 0.563 MB/s | 0.67 MB/s | -3.4% | 
-18.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,122,233 us | 1,087,381 us | 938,676 us | 
+3.2% | +19.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,201,156 us | 1,123,979 us | 979,813 us | 
+6.9% | +22.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,201,156 us | 1,123,979 us | 1,012,292 us | 
+6.9% | +18.7% |
   
   </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
   0,10,10,64,20,571.48,200,128000,350,0.214,28253.59,34457.57,34457.57
   1,100,10,64,20,2576.00,2000,1280000,776,0.474,128305.26,143035.22,143035.22
   
2,1000,10,64,20,22446.10,20000,12800000,891,0.544,1122233.06,1201155.84,1201155.84
   ```
   
   </details>
   


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