github-actions[bot] commented on PR #6146:
URL: https://github.com/apache/texera/pull/6146#issuecomment-4885336374

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `92b7fc9` 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/28734151864)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 387 | 0.236 | 24,965/35,608/35,608 us | 🔴 +17.4% / 
🔴 +135.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 817 | 0.499 | 123,772/136,515/136,515 us | 🔴 
+6.0% / 🔴 +26.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 948 | 0.578 | 1,061,970/1,093,125/1,093,125 us | 
⚪ within ±5% / 🔴 +7.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `92b7fc9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 387 tuples/sec | 420 tuples/sec | 776.36 
tuples/sec | -7.9% | -50.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.256 MB/s | 0.474 MB/s | -7.8% | 
-50.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,965 us | 21,258 us | 12,636 us | +17.4% | 
+97.6% |
   | bs=10 sw=10 sl=64 | p95 | 35,608 us | 36,604 us | 15,143 us | -2.7% | 
+135.1% |
   | bs=10 sw=10 sl=64 | p99 | 35,608 us | 36,604 us | 18,954 us | -2.7% | 
+87.9% |
   | bs=100 sw=10 sl=64 | throughput | 817 tuples/sec | 853 tuples/sec | 985.33 
tuples/sec | -4.2% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.499 MB/s | 0.52 MB/s | 0.601 MB/s | -4.0% | 
-17.0% |
   | bs=100 sw=10 sl=64 | p50 | 123,772 us | 116,746 us | 101,671 us | +6.0% | 
+21.7% |
   | bs=100 sw=10 sl=64 | p95 | 136,515 us | 136,604 us | 107,939 us | -0.1% | 
+26.5% |
   | bs=100 sw=10 sl=64 | p99 | 136,515 us | 136,604 us | 113,798 us | -0.1% | 
+20.0% |
   | bs=1000 sw=10 sl=64 | throughput | 948 tuples/sec | 958 tuples/sec | 1,016 
tuples/sec | -1.0% | -6.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.585 MB/s | 0.62 MB/s | -1.2% | 
-6.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,061,970 us | 1,047,085 us | 989,693 us | 
+1.4% | +7.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,093,125 us | 1,078,799 us | 1,028,327 us | 
+1.3% | +6.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,093,125 us | 1,078,799 us | 1,059,969 us | 
+1.3% | +3.1% |
   
   </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
   0,10,10,64,20,517.32,200,128000,387,0.236,24965.15,35607.97,35607.97
   1,100,10,64,20,2448.16,2000,1280000,817,0.499,123772.38,136515.05,136515.05
   
2,1000,10,64,20,21106.08,20000,12800000,948,0.578,1061969.91,1093125.17,1093125.17
   ```
   
   </details>
   


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