github-actions[bot] commented on PR #6165:
URL: https://github.com/apache/texera/pull/6165#issuecomment-4885709399

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 5 better · 🔴 5 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `6fdfe19` 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/28737881929)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.234 | 22,558/48,737/48,737 us | 🔴 +48.2% / 
🔴 +221.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 940 | 0.574 | 106,329/128,121/128,121 us | 🟢 
-20.9% / 🔴 +18.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,092 | 0.667 | 918,770/975,036/975,036 us | ⚪ 
within ±5% / 🟢 -8.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6fdfe19` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 462 tuples/sec | 776.36 
tuples/sec | -16.9% | -50.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.282 MB/s | 0.474 MB/s | -17.0% | 
-50.6% |
   | bs=10 sw=10 sl=64 | p50 | 22,558 us | 19,154 us | 12,636 us | +17.8% | 
+78.5% |
   | bs=10 sw=10 sl=64 | p95 | 48,737 us | 32,886 us | 15,143 us | +48.2% | 
+221.8% |
   | bs=10 sw=10 sl=64 | p99 | 48,737 us | 32,886 us | 18,954 us | +48.2% | 
+157.1% |
   | bs=100 sw=10 sl=64 | throughput | 940 tuples/sec | 884 tuples/sec | 985.33 
tuples/sec | +6.3% | -4.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.574 MB/s | 0.539 MB/s | 0.601 MB/s | +6.5% | 
-4.6% |
   | bs=100 sw=10 sl=64 | p50 | 106,329 us | 112,863 us | 101,671 us | -5.8% | 
+4.6% |
   | bs=100 sw=10 sl=64 | p95 | 128,121 us | 161,943 us | 107,939 us | -20.9% | 
+18.7% |
   | bs=100 sw=10 sl=64 | p99 | 128,121 us | 161,943 us | 113,798 us | -20.9% | 
+12.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,092 tuples/sec | 
1,016 tuples/sec | 0.0% | +7.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.666 MB/s | 0.62 MB/s | +0.2% | 
+7.5% |
   | bs=1000 sw=10 sl=64 | p50 | 918,770 us | 924,763 us | 989,693 us | -0.6% | 
-7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 975,036 us | 952,495 us | 1,028,327 us | +2.4% 
| -5.2% |
   | bs=1000 sw=10 sl=64 | p99 | 975,036 us | 952,495 us | 1,059,969 us | +2.4% 
| -8.0% |
   
   </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
   0,10,10,64,20,520.88,200,128000,384,0.234,22557.92,48736.61,48736.61
   1,100,10,64,20,2126.79,2000,1280000,940,0.574,106329.31,128121.43,128121.43
   
2,1000,10,64,20,18310.43,20000,12800000,1092,0.667,918770.22,975036.46,975036.46
   ```
   
   </details>
   


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