Profile a query using Microlog

### Feature Request / Improvement

At PyData Amsterdam 2025 we had an awesome talk on Microlog:

I'm more execited about this than I should, and curious to learn what it thinks of the time spend on a typical query.

It would be good to run this on the benchmark: https://github.com/apache/iceberg-python/blob/main/tests/benchmark/test_benchmark.py

Thanks @laffra 🙌

從 tests/benchmark/test_benchmark.py 開始，檢視現有 benchmark 如何執行典型查詢。研究如何在不變更其測量內容的情況下，使用 Microlog 對該 benchmark 進行分析。完成標準是可以使用 Microlog 執行 benchmark，並為該查詢產生有用的計時資訊。

由索引模型根據 Issue 內容生成。