github-actions[bot] commented on PR #8812:
URL: https://github.com/apache/texera/pull/8812#issuecomment-5943734383

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `566efb8` 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/36949382310)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 369 | 0.225 | 26,020/36,192/36,192 us | 🔴 +10.9% / 
🔴 +136.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 791 | 0.483 | 125,257/147,460/147,460 us | 🟢 
-23.8% / 🔴 +41.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,086,555/1,161,008/1,161,008 us | 
⚪ within ±5% / 🔴 -16.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `566efb8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 369 tuples/sec | 408 tuples/sec | 829.66 
tuples/sec | -9.6% | -55.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.225 MB/s | 0.249 MB/s | 0.506 MB/s | -9.6% | 
-55.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,020 us | 23,455 us | 12,230 us | +10.9% | 
+112.7% |
   | bs=10 sw=10 sl=64 | p95 | 36,192 us | 35,966 us | 15,320 us | +0.6% | 
+136.2% |
   | bs=10 sw=10 sl=64 | p99 | 36,192 us | 35,966 us | 18,789 us | +0.6% | 
+92.6% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 798 tuples/sec | 1,070 
tuples/sec | -0.9% | -26.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.487 MB/s | 0.653 MB/s | -0.8% | 
-26.1% |
   | bs=100 sw=10 sl=64 | p50 | 125,257 us | 120,108 us | 97,964 us | +4.3% | 
+27.9% |
   | bs=100 sw=10 sl=64 | p95 | 147,460 us | 193,475 us | 104,605 us | -23.8% | 
+41.0% |
   | bs=100 sw=10 sl=64 | p99 | 147,460 us | 193,475 us | 113,908 us | -23.8% | 
+29.5% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 918 tuples/sec | 1,096 
tuples/sec | -0.5% | -16.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.56 MB/s | 0.669 MB/s | -0.5% | 
-16.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,555 us | 1,088,416 us | 963,379 us | 
-0.2% | +12.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,161,008 us | 1,121,941 us | 1,001,808 us | 
+3.5% | +15.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,161,008 us | 1,121,941 us | 1,029,482 us | 
+3.5% | +12.8% |
   
   </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
   0,10,10,64,20,541.77,200,128000,369,0.225,26019.53,36191.75,36191.75
   1,100,10,64,20,2528.48,2000,1280000,791,0.483,125257.27,147459.59,147459.59
   
2,1000,10,64,20,21903.59,20000,12800000,913,0.557,1086554.56,1161007.74,1161007.74
   ```
   
   </details>
   


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