github-actions[bot] commented on PR #6714:
URL: https://github.com/apache/texera/pull/6714#issuecomment-5036631755

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29849521440)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 473 | 0.289 | 21,168/26,514/26,514 us | 🟢 -14.8% / 
🔴 +67.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 965 | 0.589 | 99,616/126,323/126,323 us | 🟢 -6.0% 
/ 🔴 +20.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,142 | 0.697 | 871,823/986,358/986,358 us | 🔴 
+11.2% / 🟢 -9.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 473 tuples/sec | 470 tuples/sec | 769.76 
tuples/sec | +0.6% | -38.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.289 MB/s | 0.287 MB/s | 0.47 MB/s | +0.7% | 
-38.5% |
   | bs=10 sw=10 sl=64 | p50 | 21,168 us | 21,050 us | 12,663 us | +0.6% | 
+67.2% |
   | bs=10 sw=10 sl=64 | p95 | 26,514 us | 31,114 us | 15,813 us | -14.8% | 
+67.7% |
   | bs=10 sw=10 sl=64 | p99 | 26,514 us | 31,114 us | 19,001 us | -14.8% | 
+39.5% |
   | bs=100 sw=10 sl=64 | throughput | 965 tuples/sec | 1,005 tuples/sec | 
1,009 tuples/sec | -4.0% | -4.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.589 MB/s | 0.613 MB/s | 0.616 MB/s | -3.9% | 
-4.4% |
   | bs=100 sw=10 sl=64 | p50 | 99,616 us | 96,924 us | 99,444 us | +2.8% | 
+0.2% |
   | bs=100 sw=10 sl=64 | p95 | 126,323 us | 134,372 us | 105,012 us | -6.0% | 
+20.3% |
   | bs=100 sw=10 sl=64 | p99 | 126,323 us | 134,372 us | 116,467 us | -6.0% | 
+8.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,142 tuples/sec | 1,173 tuples/sec | 
1,044 tuples/sec | -2.6% | +9.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.697 MB/s | 0.716 MB/s | 0.637 MB/s | -2.7% 
| +9.4% |
   | bs=1000 sw=10 sl=64 | p50 | 871,823 us | 852,140 us | 964,034 us | +2.3% | 
-9.6% |
   | bs=1000 sw=10 sl=64 | p95 | 986,358 us | 886,770 us | 1,007,497 us | 
+11.2% | -2.1% |
   | bs=1000 sw=10 sl=64 | p99 | 986,358 us | 886,770 us | 1,040,936 us | 
+11.2% | -5.2% |
   
   </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
   0,10,10,64,20,422.60,200,128000,473,0.289,21168.06,26513.66,26513.66
   1,100,10,64,20,2071.69,2000,1280000,965,0.589,99616.22,126322.60,126322.60
   
2,1000,10,64,20,17514.93,20000,12800000,1142,0.697,871823.29,986357.60,986357.60
   ```
   
   </details>
   


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