github-actions[bot] commented on PR #8077:
URL: https://github.com/apache/texera/pull/8077#issuecomment-5458275889

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 6 better · 🔴 4 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `b3ff4b7` 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/33213650781)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 416 | 0.254 | 23,865/29,554/29,554 us | 🔴 +26.9% / 
🔴 +113.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 942 | 0.575 | 104,223/130,678/130,678 us | 🟢 
-8.2% / 🔴 +37.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,091 | 0.666 | 915,531/948,841/948,841 us | 🟢 
-6.1% / 🔴 -8.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b3ff4b7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 416 tuples/sec | 472 tuples/sec | 894.27 
tuples/sec | -11.9% | -53.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.254 MB/s | 0.288 MB/s | 0.546 MB/s | -11.8% | 
-53.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,865 us | 18,806 us | 11,164 us | +26.9% | 
+113.8% |
   | bs=10 sw=10 sl=64 | p95 | 29,554 us | 31,586 us | 14,219 us | -6.4% | 
+107.8% |
   | bs=10 sw=10 sl=64 | p99 | 29,554 us | 31,586 us | 16,863 us | -6.4% | 
+75.3% |
   | bs=100 sw=10 sl=64 | throughput | 942 tuples/sec | 961 tuples/sec | 1,158 
tuples/sec | -2.0% | -18.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.587 MB/s | 0.707 MB/s | -2.0% | 
-18.6% |
   | bs=100 sw=10 sl=64 | p50 | 104,223 us | 101,405 us | 88,711 us | +2.8% | 
+17.5% |
   | bs=100 sw=10 sl=64 | p95 | 130,678 us | 142,326 us | 95,062 us | -8.2% | 
+37.5% |
   | bs=100 sw=10 sl=64 | p99 | 130,678 us | 142,326 us | 102,275 us | -8.2% | 
+27.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,091 tuples/sec | 1,134 tuples/sec | 
1,188 tuples/sec | -3.8% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.666 MB/s | 0.692 MB/s | 0.725 MB/s | -3.8% 
| -8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 915,531 us | 871,064 us | 874,204 us | +5.1% | 
+4.7% |
   | bs=1000 sw=10 sl=64 | p95 | 948,841 us | 1,010,362 us | 916,845 us | -6.1% 
| +3.5% |
   | bs=1000 sw=10 sl=64 | p99 | 948,841 us | 1,010,362 us | 947,186 us | -6.1% 
| +0.2% |
   
   </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
   0,10,10,64,20,480.54,200,128000,416,0.254,23864.50,29553.60,29553.60
   1,100,10,64,20,2123.62,2000,1280000,942,0.575,104223.13,130678.41,130678.41
   
2,1000,10,64,20,18331.43,20000,12800000,1091,0.666,915530.94,948841.49,948841.49
   ```
   
   </details>
   


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