github-actions[bot] commented on PR #6080:
URL: https://github.com/apache/texera/pull/6080#issuecomment-4878770931

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `67b6612` 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/28678368520)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 454 | 0.277 | 21,295/27,351/27,351 us | 🟢 -22.9% / 
🔴 +78.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 934 | 0.57 | 103,750/132,351/132,351 us | ⚪ 
within ±5% / 🔴 +22.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,078 | 0.658 | 921,971/994,732/994,732 us | ⚪ 
within ±5% / 🟢 -7.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `67b6612` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 454 tuples/sec | 440 tuples/sec | 772.08 
tuples/sec | +3.2% | -41.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.277 MB/s | 0.268 MB/s | 0.471 MB/s | +3.4% | 
-41.2% |
   | bs=10 sw=10 sl=64 | p50 | 21,295 us | 20,650 us | 12,745 us | +3.1% | 
+67.1% |
   | bs=10 sw=10 sl=64 | p95 | 27,351 us | 35,474 us | 15,330 us | -22.9% | 
+78.4% |
   | bs=10 sw=10 sl=64 | p99 | 27,351 us | 35,474 us | 19,054 us | -22.9% | 
+43.5% |
   | bs=100 sw=10 sl=64 | throughput | 934 tuples/sec | 949 tuples/sec | 982.64 
tuples/sec | -1.6% | -5.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.579 MB/s | 0.6 MB/s | -1.6% | 
-5.0% |
   | bs=100 sw=10 sl=64 | p50 | 103,750 us | 104,709 us | 101,961 us | -0.9% | 
+1.8% |
   | bs=100 sw=10 sl=64 | p95 | 132,351 us | 129,544 us | 108,335 us | +2.2% | 
+22.2% |
   | bs=100 sw=10 sl=64 | p99 | 132,351 us | 129,544 us | 114,379 us | +2.2% | 
+15.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,078 tuples/sec | 1,084 tuples/sec | 
1,013 tuples/sec | -0.6% | +6.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.662 MB/s | 0.618 MB/s | -0.6% 
| +6.4% |
   | bs=1000 sw=10 sl=64 | p50 | 921,971 us | 918,967 us | 993,573 us | +0.3% | 
-7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 994,732 us | 969,401 us | 1,032,489 us | +2.6% 
| -3.7% |
   | bs=1000 sw=10 sl=64 | p99 | 994,732 us | 969,401 us | 1,065,526 us | +2.6% 
| -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
   0,10,10,64,20,440.14,200,128000,454,0.277,21295.15,27350.88,27350.88
   1,100,10,64,20,2140.24,2000,1280000,934,0.570,103750.47,132350.73,132350.73
   
2,1000,10,64,20,18561.27,20000,12800000,1078,0.658,921971.48,994732.43,994732.43
   ```
   
   </details>
   


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