github-actions[bot] commented on PR #8737:
URL: https://github.com/apache/texera/pull/8737#issuecomment-5880558300

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `acc6dd1` 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/36497181012)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 397 | 0.243 | 24,429/33,071/33,071 us | ⚪ within 
±5% / 🔴 +105.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 807 | 0.493 | 120,316/179,816/179,816 us | 🔴 
+37.0% / 🔴 +66.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 939 | 0.573 | 1,051,606/1,191,937/1,191,937 us | 
🔴 +8.8% / 🔴 +15.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `acc6dd1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 397 tuples/sec | 405 tuples/sec | 807.63 
tuples/sec | -2.0% | -50.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.247 MB/s | 0.493 MB/s | -1.6% | 
-50.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,429 us | 25,117 us | 12,578 us | -2.7% | 
+94.2% |
   | bs=10 sw=10 sl=64 | p95 | 33,071 us | 34,478 us | 16,088 us | -4.1% | 
+105.6% |
   | bs=10 sw=10 sl=64 | p99 | 33,071 us | 34,478 us | 19,009 us | -4.1% | 
+74.0% |
   | bs=100 sw=10 sl=64 | throughput | 807 tuples/sec | 873 tuples/sec | 1,039 
tuples/sec | -7.6% | -22.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.493 MB/s | 0.533 MB/s | 0.634 MB/s | -7.5% | 
-22.3% |
   | bs=100 sw=10 sl=64 | p50 | 120,316 us | 114,367 us | 101,098 us | +5.2% | 
+19.0% |
   | bs=100 sw=10 sl=64 | p95 | 179,816 us | 131,219 us | 107,890 us | +37.0% | 
+66.7% |
   | bs=100 sw=10 sl=64 | p99 | 179,816 us | 131,219 us | 119,853 us | +37.0% | 
+50.0% |
   | bs=1000 sw=10 sl=64 | throughput | 939 tuples/sec | 950 tuples/sec | 1,065 
tuples/sec | -1.2% | -11.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.58 MB/s | 0.65 MB/s | -1.2% | 
-11.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,051,606 us | 1,052,389 us | 992,940 us | 
-0.1% | +5.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,191,937 us | 1,095,657 us | 1,035,756 us | 
+8.8% | +15.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,191,937 us | 1,095,657 us | 1,062,329 us | 
+8.8% | +12.2% |
   
   </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
   0,10,10,64,20,503.38,200,128000,397,0.243,24429.26,33071.29,33071.29
   1,100,10,64,20,2478.13,2000,1280000,807,0.493,120316.25,179816.43,179816.43
   
2,1000,10,64,20,21293.54,20000,12800000,939,0.573,1051606.37,1191937.19,1191937.19
   ```
   
   </details>
   


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