Improve Parquet documentation

### Describe the enhancement requested

Currently the parquet docs have gaps and appear outdated. There have been several issues in the past where users reported it. (Example: #2914)
One of the suggestions from the community is to introduce a Cookbook (similar to Apache Arrow) with simple examples and docs to allow users to adopt parquet easily and improve the ecosystem support.
This issue tracks the effort for improved docs/cookbooks/tutorials.

### Component(s)

_No response_

首先审查现有的 Parquet 文档以及 issue #2914 中记录的问题，以确定当前的不足之处。在进行更改之前，确定所需的 cookbook、示例和教程。文档已更新并提供清晰的采用指导，且约定的示例可用，即视为完成。

由索引模型根据 Issue 内容生成。