github-actions[bot] commented on PR #7298:
URL: https://github.com/apache/texera/pull/7298#issuecomment-5172661738

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `7f6402d` 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/30860555135)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 376 | 0.23 | 25,593/34,880/34,880 us | 🔴 +5.7% / 🔴 
+127.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 919 | 0.561 | 107,740/129,750/129,750 us | 🟢 
-9.4% / 🔴 +23.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,096 | 0.669 | 901,388/1,051,080/1,051,080 us | 
🔴 +5.8% / 🟢 -6.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7f6402d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 376 tuples/sec | 397 tuples/sec | 791.9 
tuples/sec | -5.3% | -52.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.23 MB/s | 0.242 MB/s | 0.483 MB/s | -5.0% | 
-52.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,593 us | 24,203 us | 12,391 us | +5.7% | 
+106.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,880 us | 35,872 us | 15,336 us | -2.8% | 
+127.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,880 us | 35,872 us | 18,924 us | -2.8% | 
+84.3% |
   | bs=100 sw=10 sl=64 | throughput | 919 tuples/sec | 967 tuples/sec | 1,018 
tuples/sec | -5.0% | -9.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.59 MB/s | 0.622 MB/s | -4.9% | 
-9.7% |
   | bs=100 sw=10 sl=64 | p50 | 107,740 us | 99,009 us | 98,925 us | +8.8% | 
+8.9% |
   | bs=100 sw=10 sl=64 | p95 | 129,750 us | 143,147 us | 105,265 us | -9.4% | 
+23.3% |
   | bs=100 sw=10 sl=64 | p99 | 129,750 us | 143,147 us | 112,729 us | -9.4% | 
+15.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,096 tuples/sec | 1,083 tuples/sec | 
1,051 tuples/sec | +1.2% | +4.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.661 MB/s | 0.641 MB/s | +1.2% 
| +4.3% |
   | bs=1000 sw=10 sl=64 | p50 | 901,388 us | 929,207 us | 964,104 us | -3.0% | 
-6.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,051,080 us | 993,661 us | 1,002,343 us | 
+5.8% | +4.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,051,080 us | 993,661 us | 1,030,483 us | 
+5.8% | +2.0% |
   
   </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
   0,10,10,64,20,531.65,200,128000,376,0.230,25593.25,34879.83,34879.83
   1,100,10,64,20,2175.14,2000,1280000,919,0.561,107740.25,129749.81,129749.81
   
2,1000,10,64,20,18249.02,20000,12800000,1096,0.669,901388.33,1051079.74,1051079.74
   ```
   
   </details>
   


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