sourcegraph 0.0.7

Convert GitHub Repo Into Graph

Sourcegraph Python Library

This Python library provides an interface to analyze and visualize code dependencies in GitHub repositories.

⚠️ Warning: Currently only supports Python repositories

Please note that this library is currently designed to work only with Python repositories. Analysis of repositories in other programming languages is not supported at this time.

Installation

You can install the Sourcegraph Python library using pip:

pip install sourcegraph

Usage

Here's how you can use the Sourcegraph library to analyze a GitHub repository:

from sourcegraph import Sourcegraph

# Initialize the Sourcegraph object with a repository URL
repo = Sourcegraph(repository_url='https://github.com/Ransaka/sinlib.git')

# Generate a dependency graph
repo.run()

# Plot the dependency graph
repo.plot()  # Supports different networkx compatible layouts when plotting

# Get properties of a specific node (function or class)
node_properties = repo.get_node_property('process_text')
print(node_properties)

# Get the total number of nodes in the repository
print(repo.n_nodes)

# Get all functions and classes in the repository
functions_and_classes = repo.get_functions_and_classes
print(functions_and_classes)

# Get dependencies of a specific class or function
tokenizer_dependencies = repo.get_dependencies("Tokenizer")
print(tokenizer_dependencies)

Features

• Dependency Analysis: Analyze and visualize the dependencies between functions and classes in a GitHub repository.
• Code Inspection: Retrieve detailed information about specific functions or classes, including their definitions and docstrings.
• Visualization: Plot dependency graphs using networkx-compatible layouts.

Main Methods

• run(): Generates the dependency graph for the specified repository.
• plot(): Visualizes the dependency graph.
• get_node_property(node_name): Retrieves properties of a specific node (function or class).
• get_functions_and_classes: Returns a list of all functions and classes in the repository.
• get_dependencies(node_name): Returns the dependencies of a specific function or class.

Example Output

Getting node properties:

repo.get_node_property('process_text')
# Output:
# {'type': 'function',
#  'name': 'process_text',
#  'definition': "def process_text(t):\n    ...",
#  'file_name': 'preprocessing.py',
#  'docstring': ''}

Getting all functions and classes:

repo.get_functions_and_classes
# Output:
# ['Romanizer', 'Tokenizer', 'Transliterator', 'load_tokenizer', ...]

Getting dependencies:

repo.get_dependencies("Tokenizer")
# Output:
# {'load_default_vocab_map', 'process_text'}

Limitations

• Currently, this library only supports analysis of Python repositories. Repositories in other programming languages cannot be processed at this time.
• The library assumes that the repository structure follows common Python project conventions.

Contributing

Contributions to improve the Sourcegraph Python library are welcome. Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contact

For any queries or suggestions, please open an issue on the GitHub repository.