github-actions[bot] commented on PR #7723:
URL: https://github.com/apache/texera/pull/7723#issuecomment-5312365750

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `256c2d1` 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/31999089824)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 379 | 0.231 | 25,121/34,140/34,140 us | 🔴 +16.5% / 
🔴 +111.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 780 | 0.476 | 125,001/168,559/168,559 us | 🔴 
+22.7% / 🔴 +59.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,090,920/1,252,666/1,252,666 us | 
🔴 +9.9% / 🔴 +23.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `256c2d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 379 tuples/sec | 418 tuples/sec | 784.16 
tuples/sec | -9.3% | -51.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.231 MB/s | 0.255 MB/s | 0.479 MB/s | -9.4% | 
-51.7% |
   | bs=10 sw=10 sl=64 | p50 | 25,121 us | 21,557 us | 12,626 us | +16.5% | 
+99.0% |
   | bs=10 sw=10 sl=64 | p95 | 34,140 us | 36,334 us | 16,169 us | -6.0% | 
+111.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,140 us | 36,334 us | 18,986 us | -6.0% | 
+79.8% |
   | bs=100 sw=10 sl=64 | throughput | 780 tuples/sec | 829 tuples/sec | 1,023 
tuples/sec | -5.9% | -23.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.476 MB/s | 0.506 MB/s | 0.625 MB/s | -5.9% | 
-23.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,001 us | 120,729 us | 99,185 us | +3.5% | 
+26.0% |
   | bs=100 sw=10 sl=64 | p95 | 168,559 us | 137,356 us | 105,616 us | +22.7% | 
+59.6% |
   | bs=100 sw=10 sl=64 | p99 | 168,559 us | 137,356 us | 113,681 us | +22.7% | 
+48.3% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 917 tuples/sec | 1,057 
tuples/sec | -0.9% | -14.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.56 MB/s | 0.645 MB/s | -0.9% | 
-13.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,090,920 us | 1,091,603 us | 965,435 us | 
-0.1% | +13.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,252,666 us | 1,139,429 us | 1,012,135 us | 
+9.9% | +23.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,252,666 us | 1,139,429 us | 1,042,088 us | 
+9.9% | +20.2% |
   
   </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
   0,10,10,64,20,527.46,200,128000,379,0.231,25120.68,34140.31,34140.31
   1,100,10,64,20,2564.13,2000,1280000,780,0.476,125000.88,168558.61,168558.61
   
2,1000,10,64,20,21995.13,20000,12800000,909,0.555,1090919.82,1252666.24,1252666.24
   ```
   
   </details>
   


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