


How to efficiently construct a tree-like structure from an array of path strings representing a file system hierarchy?
Oct 27, 2024 am 12:40 AMHow to Construct a Tree-Like Structure from a Path String Array
Introduction:
Given an array of strings representing file paths, we aim to construct a tree-like data structure reflecting the directory hierarchy. Each string in the array represents a complete path from the root directory to a specific file or directory.
Recursive Approach with Child List:
To build the tree recursively, we need to traverse the path strings from left to right, splitting them into components. We can represent the tree using a Node struct with a name and a slice of child nodes.
<code class="go">type Node struct { Name string Children []Node }</code>
The key insight is to operate on a list of nodes rather than the children of a single node. This allows us to handle multiple trees with different root nodes.
<code class="go">func AddToTree(root []Node, names []string) []Node { if len(names) > 0 { var i int for i = 0; i < len(root); i++ { if root[i].Name == names[0] { //already in tree break } } if i == len(root) { root = append(root, Node{Name: names[0]}) } root[i].Children = AddToTree(root[i].Children, names[1:]) } return root }</code>
- Check if the first component (names[0]) exists in the current list of nodes (root).
- If not, add a node with this name to the list.
- Recursively call AddToTree on the updated list, passing the remaining components of the path.
Example:
For the input path strings:
<code class="go">s := [...]string{"a/b/c", "a/b/g", "a/d"}</code>
The function AddToTree produces the following tree structure:
<code class="json">{ "name": "a", "children": [ { "name": "b", "children": [ { "name": "c" }, { "name": "g" } ] }, { "name": "d", "children": [] } ] }</code>
Advantages Over the Original Approach:
- Operates on a list of nodes, allowing for multiple trees with different root nodes.
- Creates new nodes instead of reusing the input node, ensuring that each level of the tree is distinct.
- Searches the tree to prevent duplication of nodes.
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