Graphviz is great for building documentation of dependencies in an automated manner. There's a useful Python library too called pygraphviz. I use this to build up a dependency map then output in both text form and as a visual that automatically exports to PDF.

Jan 14, 2020 · Using the code below, I found out how to make a basic graph data structure, but I want to make it weighted to find shortest paths etc. def generate_edges (graph): edges = [] # for each nod...

Tangle Tools analyzes Python source code to generate a dependency graph of the entire codebase (nodes correspond to modules and edges to imports). Our users can then utilize the command line and browser interfaces to discover, navigate, and refactor dependencies.

For Python packages that have a module structure more than two levels deep, the graph can easily become overwhelmingly complex. Use the --max-module-depth=n flag to examine the internal dependencies of a package while limiting the module depth (private and testing-related modules are removed to further simplify the graph using -x ...

Aug 22, 2022 · Now, I scripted a simple function that builds the dependency graph using networkx and visualized the generated graph with pyvis. As shown in the code, this will generate a dependency...

May 8, 2021 · This code snippet demonstrates how to create and visualize a simple network graph using the networkx and matplotlib libraries in Python.

Oct 14, 2016 · I need to create something like this to represent a directed weighted graph based on user input - 'a': {'b': 1, 'c': 4}, 'b': {'c': 3, 'd': 2, 'e': 2}, 'c': {}, 'd': {'b': 1, 'c': 5}, 'e': {'d': -2} So far, graph.setdefault(input()) edges.setdefault(x) graph[i] = edges. print(i) for j in graph[i]: var = …

pydependence is an AST imports analysis tool that is used to discover the imports of a package and generate a dependency graph and requirements/pyproject sections. pydependence is NOT a package manager or a dependency resolver.

This is a simple tool to generate a dependency graph for a Python project. It uses the ast module to parse the source code and extract the dependencies. Generated graphs can be used to understand the structure of the project and identify the dependencies between different modules.

Jan 11, 2024 · With this graph generation technique and a bit of BigQuery ticks, we were able to automatically infer a dependency graph of complex SQL transformations, as well as the exact final schema of all tables, without any tables being created and at zero cost !