github-actions[bot] commented on PR #6407:
URL: https://github.com/apache/texera/pull/6407#issuecomment-4969686855

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0485d02` 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/29335984068)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 430 | 0.262 | 21,789/30,145/30,145 us | 🟢 -15.3% / 
🔴 +108.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 927 | 0.566 | 106,140/141,620/141,620 us | 🔴 
+16.0% / 🔴 +40.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,083 | 0.661 | 927,957/957,950/957,950 us | ⚪ 
within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0485d02` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 430 tuples/sec | 470 tuples/sec | 830.77 
tuples/sec | -8.5% | -48.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.262 MB/s | 0.287 MB/s | 0.507 MB/s | -8.7% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 21,789 us | 19,382 us | 11,905 us | +12.4% | 
+83.0% |
   | bs=10 sw=10 sl=64 | p95 | 30,145 us | 35,611 us | 14,486 us | -15.3% | 
+108.1% |
   | bs=10 sw=10 sl=64 | p99 | 30,145 us | 35,611 us | 19,430 us | -15.3% | 
+55.1% |
   | bs=100 sw=10 sl=64 | throughput | 927 tuples/sec | 974 tuples/sec | 1,082 
tuples/sec | -4.8% | -14.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.594 MB/s | 0.66 MB/s | -4.7% | 
-14.3% |
   | bs=100 sw=10 sl=64 | p50 | 106,140 us | 101,254 us | 93,412 us | +4.8% | 
+13.6% |
   | bs=100 sw=10 sl=64 | p95 | 141,620 us | 122,115 us | 100,489 us | +16.0% | 
+40.9% |
   | bs=100 sw=10 sl=64 | p99 | 141,620 us | 122,115 us | 111,365 us | +16.0% | 
+27.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,083 tuples/sec | 1,104 tuples/sec | 
1,104 tuples/sec | -1.9% | -1.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.661 MB/s | 0.674 MB/s | 0.674 MB/s | -1.9% 
| -1.9% |
   | bs=1000 sw=10 sl=64 | p50 | 927,957 us | 907,896 us | 925,459 us | +2.2% | 
+0.3% |
   | bs=1000 sw=10 sl=64 | p95 | 957,950 us | 934,240 us | 967,138 us | +2.5% | 
-0.9% |
   | bs=1000 sw=10 sl=64 | p99 | 957,950 us | 934,240 us | 997,758 us | +2.5% | 
-4.0% |
   
   </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
   0,10,10,64,20,465.43,200,128000,430,0.262,21788.64,30144.70,30144.70
   1,100,10,64,20,2158.01,2000,1280000,927,0.566,106139.78,141619.79,141619.79
   
2,1000,10,64,20,18468.23,20000,12800000,1083,0.661,927957.49,957950.47,957950.47
   ```
   
   </details>
   


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