github-actions[bot] commented on PR #5981:
URL: https://github.com/apache/texera/pull/5981#issuecomment-4827128632

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `ce23c01` 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/28332980986)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 362 | 0.221 | 26,904/37,148/37,148 us | 🔴 +16.4% / 
🔴 +142.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 772 | 0.471 | 128,415/154,812/154,812 us | 🔴 
+5.3% / 🔴 +40.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 898 | 0.548 | 1,112,647/1,168,059/1,168,059 us | 
⚪ within ±5% / 🔴 +9.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ce23c01` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 362 tuples/sec | 402 tuples/sec | 757.16 
tuples/sec | -10.0% | -52.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.221 MB/s | 0.245 MB/s | 0.462 MB/s | -9.8% | 
-52.2% |
   | bs=10 sw=10 sl=64 | p50 | 26,904 us | 23,112 us | 12,971 us | +16.4% | 
+107.4% |
   | bs=10 sw=10 sl=64 | p95 | 37,148 us | 34,312 us | 15,333 us | +8.3% | 
+142.3% |
   | bs=10 sw=10 sl=64 | p99 | 37,148 us | 34,312 us | 18,732 us | +8.3% | 
+98.3% |
   | bs=100 sw=10 sl=64 | throughput | 772 tuples/sec | 798 tuples/sec | 957.66 
tuples/sec | -3.3% | -19.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.471 MB/s | 0.487 MB/s | 0.585 MB/s | -3.3% | 
-19.4% |
   | bs=100 sw=10 sl=64 | p50 | 128,415 us | 121,896 us | 103,982 us | +5.3% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p95 | 154,812 us | 151,471 us | 110,583 us | +2.2% | 
+40.0% |
   | bs=100 sw=10 sl=64 | p99 | 154,812 us | 151,471 us | 118,369 us | +2.2% | 
+30.8% |
   | bs=1000 sw=10 sl=64 | throughput | 898 tuples/sec | 896 tuples/sec | 979.6 
tuples/sec | +0.2% | -8.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.547 MB/s | 0.598 MB/s | +0.2% 
| -8.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,112,647 us | 1,104,609 us | 1,024,553 us | 
+0.7% | +8.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,168,059 us | 1,216,804 us | 1,063,789 us | 
-4.0% | +9.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,168,059 us | 1,216,804 us | 1,096,239 us | 
-4.0% | +6.6% |
   
   </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
   0,10,10,64,20,552.41,200,128000,362,0.221,26903.83,37147.67,37147.67
   1,100,10,64,20,2589.34,2000,1280000,772,0.471,128414.60,154812.18,154812.18
   
2,1000,10,64,20,22276.22,20000,12800000,898,0.548,1112647.37,1168059.01,1168059.01
   ```
   
   </details>
   


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