github-actions[bot] commented on PR #7540:
URL: https://github.com/apache/texera/pull/7540#issuecomment-5249496099

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `561cd0e` 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/31462791651)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 354 | 0.216 | 27,795/42,345/42,345 us | 🔴 +19.7% / 
🔴 +154.9% |
   | 🟢 | bs=100 sw=10 sl=64 | 772 | 0.471 | 126,293/157,180/157,180 us | 🟢 
-8.2% / 🔴 +38.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 906 | 0.553 | 1,111,964/1,148,310/1,148,310 us | 
⚪ within ±5% / 🔴 +7.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `561cd0e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 354 tuples/sec | 420 tuples/sec | 740.3 
tuples/sec | -15.7% | -52.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.216 MB/s | 0.256 MB/s | 0.452 MB/s | -15.6% | 
-52.2% |
   | bs=10 sw=10 sl=64 | p50 | 27,795 us | 23,227 us | 13,173 us | +19.7% | 
+111.0% |
   | bs=10 sw=10 sl=64 | p95 | 42,345 us | 35,735 us | 16,615 us | +18.5% | 
+154.9% |
   | bs=10 sw=10 sl=64 | p99 | 42,345 us | 35,735 us | 19,272 us | +18.5% | 
+119.7% |
   | bs=100 sw=10 sl=64 | throughput | 772 tuples/sec | 794 tuples/sec | 939.86 
tuples/sec | -2.8% | -17.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.471 MB/s | 0.485 MB/s | 0.574 MB/s | -2.9% | 
-17.9% |
   | bs=100 sw=10 sl=64 | p50 | 126,293 us | 122,365 us | 106,062 us | +3.2% | 
+19.1% |
   | bs=100 sw=10 sl=64 | p95 | 157,180 us | 171,215 us | 113,212 us | -8.2% | 
+38.8% |
   | bs=100 sw=10 sl=64 | p99 | 157,180 us | 171,215 us | 123,853 us | -8.2% | 
+26.9% |
   | bs=1000 sw=10 sl=64 | throughput | 906 tuples/sec | 919 tuples/sec | 
966.11 tuples/sec | -1.4% | -6.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.561 MB/s | 0.59 MB/s | -1.4% | 
-6.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,111,964 us | 1,093,586 us | 1,038,733 us | 
+1.7% | +7.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,148,310 us | 1,118,086 us | 1,085,289 us | 
+2.7% | +5.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,148,310 us | 1,118,086 us | 1,115,555 us | 
+2.7% | +2.9% |
   
   </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
   0,10,10,64,20,564.91,200,128000,354,0.216,27794.74,42345.45,42345.45
   1,100,10,64,20,2592.30,2000,1280000,772,0.471,126292.71,157180.02,157180.02
   
2,1000,10,64,20,22080.42,20000,12800000,906,0.553,1111963.75,1148309.71,1148309.71
   ```
   
   </details>
   


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