ScanPyImports

ScanPyImports scans directories for import statements in Python scripts and Jupyter notebooks, providing tools to summarize and visualize the import statements across your projects.

Cloud plot	Spiral plot

Features

• Directory Scanning:
  • Recursively scans directories to locate all Python files (.py) and Jupyter notebooks (.ipynb), collecting import statements from the code.
  • Employs a set of regular expressions to find and parse import statements within the scripts.
• Import Statement Data:
  • Organizes import data using DataFrames and conducts basic analyses.
• Data Visualization:
  • Provides tools to visualize import data with various plotting options.
  • Currently includes spiral plots and word clouds of the import statements.

Getting started

Dependencies

ScanPyImports requires the following packages:

• pandas
• matplotlib
• numpy
• wordcloud
• pillow
• nbformat

Clone or download ScanPyImports

You can either:

• download the source code here.

• or clone the repo: git clone https://github.com/lennon-c/ScanPyImports.git

Demos, Tutorials

• Data

  • Data Getting the DataFrame of your imported modules.

• Vizualization

  • Visualizing Imported Modules
  • Visualizing Any Data

• Viz. Customization

  • Basics
  • Masks for Cloud plots
  • More Complex Visualizations

API

ScanPyImports

ScanPyImports

ScanPyImports is a Python package designed to scan, track, and analyze import statements across Python files and Jupyter notebooks.

Modules:

• scan –

  Handles directory scanning and the parsing of Python scripts and notebooks.

• analyzer –

  Structures the parsed data into DataFrames and performs basic data cleaning and analysis.

• plotter –

  Manages visualization tools.

The core of the package uses a set of regular expressions to parse import statements.

Yep! super Re. Attribution: xkcd.com