github-actions[bot] commented on PR #6806:
URL: https://github.com/apache/texera/pull/6806#issuecomment-5052269978

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `fa075d1` 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/29962721131)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 461 | 0.281 | 21,818/34,072/34,072 us | 🔴 +18.2% / 
🔴 +111.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 934 | 0.57 | 102,136/167,289/167,289 us | 🔴 
+34.8% / 🔴 +55.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,127 | 0.688 | 886,593/940,042/940,042 us | 🔴 
+5.8% / 🟢 -11.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fa075d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 461 tuples/sec | 496 tuples/sec | 760.2 
tuples/sec | -7.1% | -39.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.281 MB/s | 0.303 MB/s | 0.464 MB/s | -7.3% | 
-39.4% |
   | bs=10 sw=10 sl=64 | p50 | 21,818 us | 18,461 us | 12,781 us | +18.2% | 
+70.7% |
   | bs=10 sw=10 sl=64 | p95 | 34,072 us | 31,464 us | 16,118 us | +8.3% | 
+111.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,072 us | 31,464 us | 19,074 us | +8.3% | 
+78.6% |
   | bs=100 sw=10 sl=64 | throughput | 934 tuples/sec | 1,013 tuples/sec | 
988.68 tuples/sec | -7.8% | -5.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.619 MB/s | 0.603 MB/s | -7.9% | 
-5.5% |
   | bs=100 sw=10 sl=64 | p50 | 102,136 us | 96,866 us | 101,448 us | +5.4% | 
+0.7% |
   | bs=100 sw=10 sl=64 | p95 | 167,289 us | 124,086 us | 107,410 us | +34.8% | 
+55.7% |
   | bs=100 sw=10 sl=64 | p99 | 167,289 us | 124,086 us | 120,258 us | +34.8% | 
+39.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,127 tuples/sec | 1,140 tuples/sec | 
1,023 tuples/sec | -1.1% | +10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.688 MB/s | 0.696 MB/s | 0.624 MB/s | -1.1% 
| +10.2% |
   | bs=1000 sw=10 sl=64 | p50 | 886,593 us | 878,938 us | 983,888 us | +0.9% | 
-9.9% |
   | bs=1000 sw=10 sl=64 | p95 | 940,042 us | 888,791 us | 1,030,100 us | +5.8% 
| -8.7% |
   | bs=1000 sw=10 sl=64 | p99 | 940,042 us | 888,791 us | 1,056,513 us | +5.8% 
| -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
   0,10,10,64,20,433.99,200,128000,461,0.281,21818.40,34071.93,34071.93
   1,100,10,64,20,2141.00,2000,1280000,934,0.570,102135.63,167289.27,167289.27
   
2,1000,10,64,20,17739.90,20000,12800000,1127,0.688,886593.46,940042.07,940042.07
   ```
   
   </details>
   


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