github-actions[bot] commented on PR #8811:
URL: https://github.com/apache/texera/pull/8811#issuecomment-5943370419

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `566efb8` 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/36946459215)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 532 | 0.325 | 18,308/25,644/25,644 us | 🔴 +11.3% / 
🔴 +67.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,114 | 0.68 | 86,806/119,136/119,136 us | 🔴 
+25.5% / 🔴 +13.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,383 | 0.844 | 715,429/827,180/827,180 us | ⚪ 
within ±5% / 🟢 +26.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `566efb8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 532 tuples/sec | 583 tuples/sec | 829.66 
tuples/sec | -8.7% | -35.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.325 MB/s | 0.356 MB/s | 0.506 MB/s | -8.7% | 
-35.8% |
   | bs=10 sw=10 sl=64 | p50 | 18,308 us | 18,329 us | 12,230 us | -0.1% | 
+49.7% |
   | bs=10 sw=10 sl=64 | p95 | 25,644 us | 23,034 us | 15,320 us | +11.3% | 
+67.4% |
   | bs=10 sw=10 sl=64 | p99 | 25,644 us | 23,034 us | 18,789 us | +11.3% | 
+36.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,114 tuples/sec | 1,224 tuples/sec | 
1,070 tuples/sec | -9.0% | +4.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.68 MB/s | 0.747 MB/s | 0.653 MB/s | -9.0% | 
+4.1% |
   | bs=100 sw=10 sl=64 | p50 | 86,806 us | 81,200 us | 97,964 us | +6.9% | 
-11.4% |
   | bs=100 sw=10 sl=64 | p95 | 119,136 us | 94,933 us | 104,605 us | +25.5% | 
+13.9% |
   | bs=100 sw=10 sl=64 | p99 | 119,136 us | 94,933 us | 113,908 us | +25.5% | 
+4.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,383 tuples/sec | 1,401 tuples/sec | 
1,096 tuples/sec | -1.3% | +26.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.844 MB/s | 0.855 MB/s | 0.669 MB/s | -1.3% 
| +26.1% |
   | bs=1000 sw=10 sl=64 | p50 | 715,429 us | 713,553 us | 963,379 us | +0.3% | 
-25.7% |
   | bs=1000 sw=10 sl=64 | p95 | 827,180 us | 794,545 us | 1,001,808 us | +4.1% 
| -17.4% |
   | bs=1000 sw=10 sl=64 | p99 | 827,180 us | 794,545 us | 1,029,482 us | +4.1% 
| -19.7% |
   
   </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
   0,10,10,64,20,376.09,200,128000,532,0.325,18307.88,25643.84,25643.84
   1,100,10,64,20,1794.67,2000,1280000,1114,0.680,86805.98,119135.56,119135.56
   
2,1000,10,64,20,14459.31,20000,12800000,1383,0.844,715428.96,827179.94,827179.94
   ```
   
   </details>
   


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