github-actions[bot] commented on PR #5784:
URL: https://github.com/apache/texera/pull/5784#issuecomment-4747415869

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27799110820)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 420 | 0.256 | 22,960/33,441/33,441 us | 🔴 +13.1% / 
⚪ within ±5% |
   | 🟢 | bs=100 sw=10 sl=64 | 971 | 0.593 | 101,645/127,382/127,382 us | 🟢 
-12.5% / 🟢 -9.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,099 | 0.671 | 916,601/968,959/968,959 us | ⚪ 
within ±5% / 🟢 -5.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 420 tuples/sec | 466 tuples/sec | 410.82 
tuples/sec | -9.9% | +2.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.256 MB/s | 0.284 MB/s | 0.251 MB/s | -9.9% | 
+2.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,960 us | 20,301 us | 23,785 us | +13.1% | 
-3.5% |
   | bs=10 sw=10 sl=64 | p95 | 33,441 us | 33,724 us | 34,980 us | -0.8% | 
-4.4% |
   | bs=10 sw=10 sl=64 | p99 | 33,441 us | 33,724 us | 34,980 us | -0.8% | 
-4.4% |
   | bs=100 sw=10 sl=64 | throughput | 971 tuples/sec | 948 tuples/sec | 891.94 
tuples/sec | +2.4% | +8.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.593 MB/s | 0.579 MB/s | 0.544 MB/s | +2.4% | 
+8.9% |
   | bs=100 sw=10 sl=64 | p50 | 101,645 us | 99,971 us | 112,277 us | +1.7% | 
-9.5% |
   | bs=100 sw=10 sl=64 | p95 | 127,382 us | 145,644 us | 139,802 us | -12.5% | 
-8.9% |
   | bs=100 sw=10 sl=64 | p99 | 127,382 us | 145,644 us | 139,802 us | -12.5% | 
-8.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,099 tuples/sec | 1,106 tuples/sec | 
1,041 tuples/sec | -0.6% | +5.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.671 MB/s | 0.675 MB/s | 0.635 MB/s | -0.6% 
| +5.6% |
   | bs=1000 sw=10 sl=64 | p50 | 916,601 us | 909,111 us | 972,714 us | +0.8% | 
-5.8% |
   | bs=1000 sw=10 sl=64 | p95 | 968,959 us | 967,578 us | 1,023,057 us | +0.1% 
| -5.3% |
   | bs=1000 sw=10 sl=64 | p99 | 968,959 us | 967,578 us | 1,023,057 us | +0.1% 
| -5.3% |
   
   </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
   0,10,10,64,20,476.46,200,128000,420,0.256,22960.24,33440.85,33440.85
   1,100,10,64,20,2058.87,2000,1280000,971,0.593,101644.79,127382.46,127382.46
   
2,1000,10,64,20,18205.72,20000,12800000,1099,0.671,916601.13,968959.39,968959.39
   ```
   
   </details>
   


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