github-actions[bot] commented on PR #8980:
URL: https://github.com/apache/texera/pull/8980#issuecomment-6170240284

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `6a29c59` 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/38538303666)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 391 | 0.238 | 25,067/32,789/32,789 us | 🔴 +16.1% / 
🔴 +121.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 787 | 0.48 | 124,230/167,965/167,965 us | 🔴 
+34.2% / 🔴 +66.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.558 | 1,090,871/1,184,063/1,184,063 us | 
⚪ within ±5% / 🔴 +23.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6a29c59` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 391 tuples/sec | 434 tuples/sec | 840.06 
tuples/sec | -9.9% | -53.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.265 MB/s | 0.513 MB/s | -10.2% | 
-53.6% |
   | bs=10 sw=10 sl=64 | p50 | 25,067 us | 21,586 us | 11,813 us | +16.1% | 
+112.2% |
   | bs=10 sw=10 sl=64 | p95 | 32,789 us | 35,353 us | 14,838 us | -7.3% | 
+121.0% |
   | bs=10 sw=10 sl=64 | p99 | 32,789 us | 35,353 us | 17,837 us | -7.3% | 
+83.8% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 846 tuples/sec | 1,087 
tuples/sec | -7.0% | -27.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.517 MB/s | 0.663 MB/s | -7.2% | 
-27.6% |
   | bs=100 sw=10 sl=64 | p50 | 124,230 us | 118,779 us | 94,074 us | +4.6% | 
+32.1% |
   | bs=100 sw=10 sl=64 | p95 | 167,965 us | 125,164 us | 100,688 us | +34.2% | 
+66.8% |
   | bs=100 sw=10 sl=64 | p99 | 167,965 us | 125,164 us | 116,015 us | +34.2% | 
+44.8% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 913 tuples/sec | 1,128 
tuples/sec | 0.0% | -19.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.557 MB/s | 0.689 MB/s | +0.2% 
| -19.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,090,871 us | 1,096,393 us | 916,643 us | 
-0.5% | +19.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,184,063 us | 1,147,494 us | 957,169 us | 
+3.2% | +23.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,184,063 us | 1,147,494 us | 978,578 us | 
+3.2% | +21.0% |
   
   </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
   0,10,10,64,20,512.16,200,128000,391,0.238,25067.26,32789.43,32789.43
   1,100,10,64,20,2542.69,2000,1280000,787,0.480,124230.35,167965.00,167965.00
   
2,1000,10,64,20,21895.23,20000,12800000,913,0.558,1090870.67,1184063.07,1184063.07
   ```
   
   </details>
   


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