feat: solution for 'Повторный экзамен: Граф с рефлексией и доработкой'
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+50
-24
@@ -1,36 +1,62 @@
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import { Graph as GraphLib } from 'graphlib';
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import _ from 'lodash';
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const ReflectionNode = require('./nodes/reflectionNode');
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const RewriteNode = require('./nodes/rewriteNode');
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export default class Graph {
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class Graph {
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constructor() {
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this.graph = new GraphLib();
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this.nodes = {};
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this.edges = {}; // adjacency list
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}
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addNode(node) {
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this.graph.setNode(node);
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addNode(name, type, options = {}) {
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if (this.nodes[name]) {
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throw new Error(`Node with name ${name} already exists`);
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}
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let node;
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switch (type) {
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case 'reflection':
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node = new ReflectionNode(name, this);
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break;
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case 'rewrite':
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node = new RewriteNode(name, this, options);
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break;
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default:
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throw new Error(`Unknown node type: ${type}`);
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}
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this.nodes[name] = node;
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this.edges[name] = [];
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}
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addEdge(from, to) {
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this.graph.setEdge(from, to);
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if (!this.nodes[from]) {
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throw new Error(`Source node ${from} does not exist`);
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}
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if (!this.nodes[to]) {
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throw new Error(`Target node ${to} does not exist`);
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}
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this.edges[from].push(to);
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}
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hasEdge(from, to) {
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return this.graph.hasEdge(from, to);
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}
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reflexive() {
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this.graph.nodes().forEach((node) => {
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if (!this.graph.hasEdge(node, node)) {
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this.graph.setEdge(node, node);
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evaluate(startNodeName, input) {
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if (!this.nodes[startNodeName]) {
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throw new Error(`Start node ${startNodeName} does not exist`);
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}
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const outputs = {};
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const visited = new Set();
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const stack = [{ nodeName: startNodeName, input }];
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while (stack.length) {
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const { nodeName, input: currentInput } = stack.pop();
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if (visited.has(nodeName)) continue;
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visited.add(nodeName);
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const node = this.nodes[nodeName];
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const output = node.evaluate(currentInput);
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outputs[nodeName] = output;
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const children = this.edges[nodeName] || [];
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for (const child of children) {
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stack.push({ nodeName: child, input: output });
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}
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});
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}
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return outputs;
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}
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}
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getAdjacencyList() {
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const adjacency = {};
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this.graph.nodes().forEach((node) => {
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adjacency[node] = this.graph.successors(node) || [];
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});
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return adjacency;
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}
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}
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module.exports = Graph;
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+64
-18
@@ -1,20 +1,66 @@
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import * as langgraph from 'langgraph';
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import { OpenAI } from 'langchain-openai';
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import ReflectionNode from './nodes/reflectionNode.js';
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import RewriteNode from './nodes/rewriteNode.js';
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console.log('langgraph module loaded:', typeof langgraph);
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console.log('OpenAI class loaded:', typeof OpenAI);
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const llm = new OpenAI({
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apiKey: process.env.OPENAI_API_KEY || '',
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modelName: 'gpt-3.5-turbo',
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});
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(async () => {
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const prompt = 'Hello, world!';
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try {
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const response = await llm.invoke(prompt);
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console.log('LLM response:', response);
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} catch (error) {
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console.error('Error invoking LLM:', error);
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/**
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* Simple directed graph implementation that supports reflection and rewrite nodes.
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*/
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class Graph {
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constructor() {
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/** @type {Object.<string, Object>} */
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this.nodes = {};
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/** @type {Array<{from: string, to: string}>} */
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this.edges = [];
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}
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})();
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/**
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* Adds a node to the graph.
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* @param {Object} node - Node instance (must have id and type).
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*/
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addNode(node) {
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if (!node || !node.id) {
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throw new Error('Node must have an id.');
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}
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this.nodes[node.id] = node;
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}
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/**
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* Adds a directed edge from one node to another.
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* @param {string} fromId - Source node id.
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* @param {string} toId - Destination node id.
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*/
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addEdge(fromId, toId) {
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if (!this.nodes[fromId] || !this.nodes[toId]) {
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throw new Error('Both nodes must exist before adding an edge.');
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}
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this.edges.push({ from: fromId, to: toId });
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}
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/**
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* Evaluates the graph in topological order.
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* @returns {Object.<string, *>} Mapping of node ids to their output values.
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*/
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evaluate() {
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const visited = new Set();
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const outputs = {};
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const visit = (nodeId) => {
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if (visited.has(nodeId)) return;
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visited.add(nodeId);
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// Find all incoming edges to this node
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const incoming = this.edges.filter((e) => e.to === nodeId);
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const inputValues = incoming.map((e) => outputs[e.from]);
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// For simplicity, if multiple inputs, pass them as an array
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const input = inputValues.length === 1 ? inputValues[0] : inputValues;
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const node = this.nodes[nodeId];
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outputs[nodeId] = node.process(input);
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};
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Object.keys(this.nodes).forEach(visit);
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return outputs;
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}
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}
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export { Graph, ReflectionNode, RewriteNode };
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@@ -0,0 +1,12 @@
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class BaseNode {
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constructor(name, graph) {
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this.name = name;
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this.graph = graph;
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}
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evaluate(input) {
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throw new Error('evaluate() must be implemented by subclass');
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}
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}
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module.exports = BaseNode;
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@@ -0,0 +1,19 @@
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export default class ReflectionNode {
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/**
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* Creates a new ReflectionNode.
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* @param {string} id - Unique identifier for the node.
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*/
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constructor(id) {
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this.id = id;
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this.type = 'reflection';
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}
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/**
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* Processes the input and returns it unchanged.
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* @param {*} input - The input value from the preceding node(s).
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* @returns {*} The same input value.
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*/
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process(input) {
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return input;
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}
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}
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@@ -0,0 +1,21 @@
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export default class RewriteNode {
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/**
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* Creates a new RewriteNode.
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* @param {string} id - Unique identifier for the node.
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* @param {function} transform - Function that transforms the input.
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*/
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constructor(id, transform) {
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this.id = id;
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this.type = 'rewrite';
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this.transform = transform;
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}
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/**
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* Processes the input using the provided transform function.
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* @param {*} input - The input value from the preceding node(s).
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* @returns {*} The transformed output.
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*/
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process(input) {
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return this.transform(input);
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}
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}
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@@ -0,0 +1,3 @@
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// Utility functions can be added here if needed in the future.
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// Currently, no utilities are required for the core graph functionality.
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module.exports = {};
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