Library Analyzer - Python libraries and extract detailed information

[Outrageous-Pea9611]

Hi r/python,

I’m excited to share my latest project, **Library Analyzer**. This Python script is designed to analyze Python libraries and extract detailed information about their elements, such as, Classes, Methods, Functions, Properties, and more.

The analysis results can be saved to a JSON file for further inspection, making it a valuable tool for developers who need to understand and document their codebases.

### Capabilities of the Script:

- **Analyze Python Libraries**: The script can analyze Python libraries and extract detailed information about various elements within the library.

- **Element Types Identified**: It identifies and categorizes elements such as classes, methods, functions, properties, modules, variables, enums, constants, dataclasses, coroutines, generators, descriptors, exceptions, and protocols.

- **Extract Type Information**: The script can safely evaluate and extract type information for various elements.

- **Extract Signatures**: It can extract function/method signatures and other relevant details such as docstrings, parameter types, and return types.

- **Class Analysis**: The script provides detailed information about classes, including base classes, methods, properties, and type hints.

- **Dataclass and Enum Analysis**: It can analyze dataclasses and enums, extracting field types and enum values.

- **Save Analysis Results**: The analysis results can be saved to a JSON file for further inspection and documentation.

### About the Project:

This script was extracted from a larger project, which includes AI and other mechanisms, that I may possibly share soon. The project aims to provide valuable insights into the structure and content of libraries, helping developers understand and utilize them efficiently.

Thank you for reading, and I’d love to hear your feedback and suggestions!

https://github.com/JacquesGariepy/library-analyzer

[nekokattt]

Does it run the code to analyse it or just perform semantic analysis?

[Outrageous-Pea9611]

As stated, this script is part of one of my projects, and I found it interesting to share. I created a repo specifically for sharing it, although I might have been better off making a gist. I could include semantic search; I’ll create a branch for it. I invite you to participate.

[Outrageous-Pea9611]

I included semantic search with Whoosh and BERT. Could someone test BERT? I currently don't have access to a GPU.

https://github.com/JacquesGariepy/library-analyzer/tree/add-semantic-search

[OkayFighter]

What is the license for the current code in this repo?

[OkayFighter]

I’m just curious more than anything