github-actions[bot] commented on PR #6208:
URL: https://github.com/apache/texera/pull/6208#issuecomment-4889391579

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `5d37f3b` 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/28769705091)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 402 | 0.245 | 24,198/35,080/35,080 us | ⚪ within 
±5% / 🔴 +130.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 812 | 0.496 | 123,243/151,901/151,901 us | 🔴 
+7.4% / 🔴 +40.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 947 | 0.578 | 1,053,612/1,084,407/1,084,407 us | 
⚪ within ±5% / 🔴 -7.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5d37f3b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 408 tuples/sec | 777.63 
tuples/sec | -1.5% | -48.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.249 MB/s | 0.475 MB/s | -1.6% | 
-48.4% |
   | bs=10 sw=10 sl=64 | p50 | 24,198 us | 24,740 us | 12,603 us | -2.2% | 
+92.0% |
   | bs=10 sw=10 sl=64 | p95 | 35,080 us | 35,697 us | 15,215 us | -1.7% | 
+130.6% |
   | bs=10 sw=10 sl=64 | p99 | 35,080 us | 35,697 us | 18,617 us | -1.7% | 
+88.4% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 854 tuples/sec | 987.11 
tuples/sec | -4.9% | -17.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.496 MB/s | 0.521 MB/s | 0.602 MB/s | -4.8% | 
-17.7% |
   | bs=100 sw=10 sl=64 | p50 | 123,243 us | 114,715 us | 101,428 us | +7.4% | 
+21.5% |
   | bs=100 sw=10 sl=64 | p95 | 151,901 us | 142,730 us | 107,959 us | +6.4% | 
+40.7% |
   | bs=100 sw=10 sl=64 | p99 | 151,901 us | 142,730 us | 114,777 us | +6.4% | 
+32.3% |
   | bs=1000 sw=10 sl=64 | throughput | 947 tuples/sec | 946 tuples/sec | 1,021 
tuples/sec | +0.1% | -7.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.577 MB/s | 0.623 MB/s | +0.2% 
| -7.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,053,612 us | 1,055,514 us | 986,363 us | 
-0.2% | +6.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,084,407 us | 1,093,801 us | 1,026,594 us | 
-0.9% | +5.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,084,407 us | 1,093,801 us | 1,054,559 us | 
-0.9% | +2.8% |
   
   </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
   0,10,10,64,20,497.97,200,128000,402,0.245,24198.39,35080.02,35080.02
   1,100,10,64,20,2463.45,2000,1280000,812,0.496,123242.59,151901.35,151901.35
   
2,1000,10,64,20,21120.19,20000,12800000,947,0.578,1053611.54,1084407.38,1084407.38
   ```
   
   </details>
   


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