Implement a Trie
Trie is a tree-like data structure that stores a dynamic set of strings, typically used to facilitate operations like searching, insertion, and deletion. Tries are particularly useful for tasks that require quick lookups of strings with a common prefix, such as in text autocomplete or in a Router implementation to find the matching paths.
The complexity of creating a trie is O(W*L), where W is the number of words, and L is an average length of the word. Same goes for looking up words later: you perform L steps for each of the W words.
class TrieNode {
isEndOfWord = false;
children = new Map();
}
class Trie {
constructor() {
this.root = new TrieNode();
}
insert(word, node = this.root) {
const wordLength = word.length;
if (wordLength === 0) return;
for (let idx = 0; idx < wordLength; idx++) {
let char = word[idx];
if (!node.children.has(char)) {
node.children.set(char, new TrieNode());
}
node = node.children.get(char);
}
node.isEndOfWord = true;
}
search(word) {
let currentNode = this.root;
for (let idx = 0; idx < word.length; idx++) {
let char = word[idx];
if (currentNode.children.has(char)) {
currentNode = currentNode.children.get(char);
} else {
return false;
}
}
return currentNode.isEndOfWord;
}
}
We can further enhance its capabilities by extending it to implement a Trie-based router for matching URL patterns.
const HTTP_METHODS = {
GET: "GET",
POST: "POST",
PUT: "PUT",
DELETE: "DELETE",
};
class RouteNode {
constructor() {
this.children = new Map();
this.handler = new Map();
this.params = [];
}
}
class Router {
constructor() {
this.root = new RouteNode();
}
#addRoute(path, method, handler) {
if (typeof path !== "string" || path[0] !== "/") throw new Error("Malformed path provided.");
if (typeof handler !== "function") throw new Error("Handler should be a function");
if (!HTTP_METHODS[method]) throw new Error("Invalid HTTP Method");
let currentNode = this.root;
let routeParts = path.split("/").filter(Boolean);
let dynamicParams = [];
for (const segment of routeParts) {
if (segment.includes(" ")) throw new Error("Malformed `path` parameter");
const isDynamic = segment[0] === ":";
const key = isDynamic ? ":" : segment.toLowerCase();
if (isDynamic) {
dynamicParams.push(segment.substring(1));
}
if (!currentNode.children.has(key)) {
currentNode.children.set(key, new RouteNode());
}
currentNode = currentNode.children.get(key);
}
currentNode.handler.set(method, handler);
currentNode.params = dynamicParams; // store the params on the leaf node
}
findRoute(path, method) {
const indexOfDelimiter = path.indexOf("?");
let _path, querySegment;
if (indexOfDelimiter !== -1) {
_path = path.substring(0, indexOfDelimiter);
querySegment = path.substring(indexOfDelimiter + 1);
} else {
_path = path;
}
let segments = _path.split("/").filter(Boolean);
let currentNode = this.root;
let extractedParams = [];
for (let idx = 0; idx < segments.length; idx++) {
const segment = segments[idx];
let childNode = currentNode.children.get(segment.toLowerCase());
if (childNode) {
currentNode = childNode;
} else if ((childNode = currentNode.children.get(":"))) {
extractedParams.push(segment);
currentNode = childNode;
} else {
return null;
}
}
let params = Object.create(null);
for (let idx = 0; idx < extractedParams.length; idx++) {
let key = currentNode.params[idx];
let value = extractedParams[idx];
params[key] = value;
}
let query = querySegment ? this.#parseQueryParams(querySegment) : {};
// Input: "/users/:userId"
// Output: { params: { userId: '123' }, handler: <handler_function> }
return {
params,
query,
handler: currentNode.handler.get(method),
};
}
#parseQueryParams(queryString) {
if (!queryString) return {};
const params = {};
const searchParams = new URLSearchParams(queryString);
// URLSearchParams objects are iterable
for (const [key, value] of searchParams) {
params[key] = decodeURIComponent(value);
}
return params;
}
get(path, handler) {
this.#addRoute(path, HTTP_METHODS.GET, handler);
}
post(path, handler) {
this.#addRoute(path, HTTP_METHODS.POST, handler);
}
put(path, handler) {
this.#addRoute(path, HTTP_METHODS.PUT, handler);
}
delete(path, handler) {
this.#addRoute(path, HTTP_METHODS.DELETE, handler);
}
}
const http = require('node:http');
const Router = require('./router');
function run(router, port) {
http.createServer((req, res) => {
const route = router.findRoute(req.url, req.method);
if (route?.handler) {
req.params = route.params || {};
req.query = route.query || {};
route.handler(req, res);
} else {
res.writeHead(404).end('Not Found');
}
}).listen(port);
}