github-actions[bot] commented on PR #6544:
URL: https://github.com/apache/texera/pull/6544#issuecomment-5014162356

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `193b7d4` 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/29672551014)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 426 | 0.26 | 23,359/29,321/29,321 us | 🔴 +14.7% / 
🔴 +88.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 965 | 0.589 | 102,153/122,840/122,840 us | 🟢 
-21.4% / 🔴 +15.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,110 | 0.677 | 905,311/938,592/938,592 us | ⚪ 
within ±5% / 🟢 -11.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `193b7d4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 426 tuples/sec | 456 tuples/sec | 768.42 
tuples/sec | -6.6% | -44.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.26 MB/s | 0.278 MB/s | 0.469 MB/s | -6.5% | 
-44.6% |
   | bs=10 sw=10 sl=64 | p50 | 23,359 us | 20,373 us | 12,686 us | +14.7% | 
+84.1% |
   | bs=10 sw=10 sl=64 | p95 | 29,321 us | 34,353 us | 15,574 us | -14.6% | 
+88.3% |
   | bs=10 sw=10 sl=64 | p99 | 29,321 us | 34,353 us | 20,076 us | -14.6% | 
+46.1% |
   | bs=100 sw=10 sl=64 | throughput | 965 tuples/sec | 934 tuples/sec | 1,001 
tuples/sec | +3.3% | -3.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.589 MB/s | 0.57 MB/s | 0.611 MB/s | +3.3% | 
-3.5% |
   | bs=100 sw=10 sl=64 | p50 | 102,153 us | 101,952 us | 99,753 us | +0.2% | 
+2.4% |
   | bs=100 sw=10 sl=64 | p95 | 122,840 us | 156,350 us | 106,344 us | -21.4% | 
+15.5% |
   | bs=100 sw=10 sl=64 | p99 | 122,840 us | 156,350 us | 119,585 us | -21.4% | 
+2.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,110 tuples/sec | 1,091 tuples/sec | 
1,029 tuples/sec | +1.7% | +7.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.666 MB/s | 0.628 MB/s | +1.7% 
| +7.8% |
   | bs=1000 sw=10 sl=64 | p50 | 905,311 us | 909,474 us | 979,178 us | -0.5% | 
-7.5% |
   | bs=1000 sw=10 sl=64 | p95 | 938,592 us | 963,005 us | 1,021,692 us | -2.5% 
| -8.1% |
   | bs=1000 sw=10 sl=64 | p99 | 938,592 us | 963,005 us | 1,055,014 us | -2.5% 
| -11.0% |
   
   </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
   0,10,10,64,20,469.84,200,128000,426,0.260,23358.56,29320.84,29320.84
   1,100,10,64,20,2071.72,2000,1280000,965,0.589,102152.57,122839.90,122839.90
   
2,1000,10,64,20,18018.40,20000,12800000,1110,0.677,905311.29,938591.82,938591.82
   ```
   
   </details>
   


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