github-actions[bot] commented on PR #7845:
URL: https://github.com/apache/texera/pull/7845#issuecomment-5379980538

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `b7c33b0` 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/32570168763)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 364 | 0.222 | 26,229/34,998/34,998 us | 🔴 +21.0% / 
🔴 +133.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 791 | 0.483 | 122,909/153,025/153,025 us | 🟢 
-5.1% / 🔴 +44.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,093,363/1,170,772/1,170,772 us | 
⚪ within ±5% / 🔴 +16.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b7c33b0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 364 tuples/sec | 409 tuples/sec | 780.31 
tuples/sec | -11.0% | -53.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.222 MB/s | 0.25 MB/s | 0.476 MB/s | -11.2% | 
-53.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,229 us | 21,674 us | 12,590 us | +21.0% | 
+108.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,998 us | 35,855 us | 14,995 us | -2.4% | 
+133.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,998 us | 35,855 us | 19,141 us | -2.4% | 
+82.8% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 823 tuples/sec | 1,006 
tuples/sec | -3.9% | -21.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.502 MB/s | 0.614 MB/s | -3.8% | 
-21.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,909 us | 119,130 us | 99,387 us | +3.2% | 
+23.7% |
   | bs=100 sw=10 sl=64 | p95 | 153,025 us | 161,219 us | 106,056 us | -5.1% | 
+44.3% |
   | bs=100 sw=10 sl=64 | p99 | 153,025 us | 161,219 us | 113,689 us | -5.1% | 
+34.6% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 922 tuples/sec | 1,043 
tuples/sec | -1.2% | -12.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.563 MB/s | 0.637 MB/s | -1.2% 
| -12.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,363 us | 1,086,560 us | 965,215 us | 
+0.6% | +13.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,170,772 us | 1,185,505 us | 1,009,610 us | 
-1.2% | +16.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,170,772 us | 1,185,505 us | 1,039,108 us | 
-1.2% | +12.7% |
   
   </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
   0,10,10,64,20,548.91,200,128000,364,0.222,26228.96,34998.34,34998.34
   1,100,10,64,20,2528.10,2000,1280000,791,0.483,122909.39,153024.82,153024.82
   
2,1000,10,64,20,21962.87,20000,12800000,911,0.556,1093362.93,1170771.86,1170771.86
   ```
   
   </details>
   


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