github-actions[bot] commented on PR #5966:
URL: https://github.com/apache/texera/pull/5966#issuecomment-4826871877

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `a24d1d1` 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/28330274741)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 376 | 0.229 | 26,000/35,286/35,286 us | 🔴 +17.6% / 
🔴 +130.1% |
   | ⚪ | bs=100 sw=10 sl=64 | 808 | 0.493 | 122,558/137,282/137,282 us | ⚪ 
within ±5% / 🔴 +24.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 903 | 0.551 | 1,094,079/1,208,349/1,208,349 us | 
🔴 +5.5% / 🔴 +13.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a24d1d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 376 tuples/sec | 417 tuples/sec | 757.16 
tuples/sec | -9.8% | -50.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.229 MB/s | 0.254 MB/s | 0.462 MB/s | -9.8% | 
-50.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,000 us | 22,107 us | 12,971 us | +17.6% | 
+100.4% |
   | bs=10 sw=10 sl=64 | p95 | 35,286 us | 34,078 us | 15,333 us | +3.5% | 
+130.1% |
   | bs=10 sw=10 sl=64 | p99 | 35,286 us | 34,078 us | 18,732 us | +3.5% | 
+88.4% |
   | bs=100 sw=10 sl=64 | throughput | 808 tuples/sec | 822 tuples/sec | 957.66 
tuples/sec | -1.7% | -15.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.493 MB/s | 0.502 MB/s | 0.585 MB/s | -1.8% | 
-15.7% |
   | bs=100 sw=10 sl=64 | p50 | 122,558 us | 120,892 us | 103,982 us | +1.4% | 
+17.9% |
   | bs=100 sw=10 sl=64 | p95 | 137,282 us | 134,622 us | 110,583 us | +2.0% | 
+24.1% |
   | bs=100 sw=10 sl=64 | p99 | 137,282 us | 134,622 us | 118,369 us | +2.0% | 
+16.0% |
   | bs=1000 sw=10 sl=64 | throughput | 903 tuples/sec | 905 tuples/sec | 979.6 
tuples/sec | -0.2% | -7.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.553 MB/s | 0.598 MB/s | -0.4% 
| -7.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,094,079 us | 1,104,977 us | 1,024,553 us | 
-1.0% | +6.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,208,349 us | 1,145,590 us | 1,063,789 us | 
+5.5% | +13.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,208,349 us | 1,145,590 us | 1,096,239 us | 
+5.5% | +10.2% |
   
   </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
   0,10,10,64,20,532.10,200,128000,376,0.229,26000.33,35286.32,35286.32
   1,100,10,64,20,2474.17,2000,1280000,808,0.493,122558.15,137282.38,137282.38
   
2,1000,10,64,20,22147.25,20000,12800000,903,0.551,1094079.26,1208349.11,1208349.11
   ```
   
   </details>
   


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