Visualize Vue Module Dependencies
This challenge involves creating a dynamic, interactive module graph visualization for a Vue.js application. Understanding module dependencies is crucial for debugging, optimizing build times, and comprehending the structure of complex applications. You will build a Vue component that takes a representation of your application's modules and their dependencies, and renders it as a force-directed graph.
Problem Description
Your task is to develop a Vue 3 component using TypeScript that visualizes the module dependency graph of a Vue.js application. The component should accept an array of module objects, where each module has a unique ID and a list of IDs of modules it depends on. The visualization should be a force-directed graph, allowing users to interact with the nodes (modules) and see their connections.
Key Requirements:
- Data Input: The component should accept a prop named
moduleswhich is an array of objects. Each object represents a module and should have at least the following structure:interface Module { id: string; dependencies: string[]; } - Graph Rendering: Render a force-directed graph where:
- Each module is represented as a node.
- Dependencies are represented as directed edges from the dependent module to the module it depends on.
- Nodes should display their
id.
- Interactivity:
- Nodes should be draggable.
- Hovering over a node should highlight it and its direct dependencies/dependents.
- Clicking on a node could potentially expand/collapse its subgraph (optional, but a good stretch goal).
- Styling: Provide basic styling for nodes and edges. Nodes should have distinct colors or shapes. Edges should be clearly visible and indicate direction.
- Technology: Use Vue 3 and TypeScript. You are free to use a JavaScript graphing library (e.g., D3.js, Vis.js, Cytoscape.js) or implement a simplified force-directed layout yourself if you're feeling ambitious.
Expected Behavior:
Given a list of modules and their dependencies, the component should render a visual representation where users can easily identify which modules depend on which others. The graph should be dynamic, allowing for exploration and interaction.
Edge Cases to Consider:
- Circular Dependencies: How will the graph visually represent circular dependencies? (e.g., Module A depends on B, and B depends on A).
- Orphan Modules: Modules with no dependencies and no other modules depending on them.
- Large Graphs: Performance considerations for rendering a graph with many modules.
- Missing Dependencies: If a module lists a dependency that is not present in the
modulesarray.
Examples
Example 1: Simple Dependency Chain
Input:
modules: [
{ id: 'App.vue', dependencies: ['Header.vue', 'Footer.vue'] },
{ id: 'Header.vue', dependencies: ['Logo.vue'] },
{ id: 'Footer.vue', dependencies: [] },
{ id: 'Logo.vue', dependencies: [] }
]
Output:
A force-directed graph where 'App.vue' is connected to 'Header.vue' and 'Footer.vue'.
'Header.vue' is connected to 'Logo.vue'.
'Footer.vue' and 'Logo.vue' have no outgoing dependencies.
Explanation: The output is a visual representation of the input data. Arrows would point from 'App.vue' to 'Header.vue' and 'Footer.vue', and from 'Header.vue' to 'Logo.vue'.
Example 2: Circular Dependency
Input:
modules: [
{ id: 'ModuleA', dependencies: ['ModuleB'] },
{ id: 'ModuleB', dependencies: ['ModuleA'] },
{ id: 'ModuleC', dependencies: ['ModuleA'] }
]
Output:
A force-directed graph where 'ModuleA' and 'ModuleB' are connected to each other (forming a cycle).
'ModuleC' is connected to 'ModuleA'.
Explanation: The graph will visually show a loop between 'ModuleA' and 'ModuleB', indicating their mutual dependency. 'ModuleC' will point to 'ModuleA'.
Example 3: Orphan Module and Missing Dependency
Input:
modules: [
{ id: 'MainComponent', dependencies: ['HelperComponent', 'UnknownComponent'] },
{ id: 'HelperComponent', dependencies: [] },
{ id: 'OrphanComponent', dependencies: [] }
]
Output:
A graph with three nodes: 'MainComponent', 'HelperComponent', and 'OrphanComponent'.
'MainComponent' has an edge to 'HelperComponent'.
'MainComponent' has an edge to 'UnknownComponent' (even though 'UnknownComponent' is not explicitly defined in the input).
'OrphanComponent' is isolated.
Explanation: The visualization should still attempt to draw edges for listed dependencies, even if the target module isn't defined in the input array. 'OrphanComponent' will appear as a standalone node.
Constraints
- The
modulesarray will contain at least one module. - Module IDs will be unique strings.
- Dependency IDs will be strings.
- The number of modules will not exceed 100 for initial implementation to focus on core functionality.
- The component should be responsive to container resizing if possible.
Notes
- Consider using a dedicated library for graph visualization to simplify implementation. Libraries like
vue-d3-network,vue-force-graph, or even integrating D3.js directly can be excellent choices. - Think about how to map your module data structure to the format expected by your chosen graphing library.
- Pay attention to the performance implications of rendering large graphs. Techniques like canvas rendering or simplifying the force simulation might be necessary for very large datasets.
- The exact visual representation (node shapes, colors, link styles) is flexible, but clarity and readability are paramount.