created trie
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4 changed files with 157 additions and 45 deletions
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@ -2,6 +2,7 @@
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// Import the module and reference it with the alias vscode in your code below
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import * as vscode from 'vscode';
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import { Ollama } from 'ollama/browser';
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import { trieInsert, trieLookup, TrieNode } from './trie';
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const MODEL = 'deepseek-coder:6.7b';
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@ -32,9 +33,7 @@ const getModelSupportsSuffix = async (model: string) => {
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return false;
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};
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const getPrompt = (document: vscode.TextDocument, position: vscode.Position) => {
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const prefix = document.getText(new vscode.Range(0, 0, position.line, position.character));
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const getPrompt = (document: vscode.TextDocument, position: vscode.Position, prefix: string) => {
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const messageHeader = `In an english code base with the file.\nfile:\nproject {PROJECT_NAME}\nfile {FILE_NAME}\nlanguage {LANG}`
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.replace("{PROJECT_NAME}", vscode.workspace.name || "Untitled")
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.replace("{FILE_NAME}", document.fileName)
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@ -48,37 +47,37 @@ const getPrompt = (document: vscode.TextDocument, position: vscode.Position) =>
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return prompt;
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};
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const getPromptWithSuffix = (document: vscode.TextDocument, position: vscode.Position) => {
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const prefix = document.getText(new vscode.Range(0, 0, position.line, position.character));
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const suffix = document.getText(new vscode.Range(position.line, position.character, document.lineCount - 1, document.lineAt(document.lineCount - 1).text.length));
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const messageSuffix = `End of the file:\n${SUFFIX_START}\n${suffix}\n${SUFFIX_END}\n`;
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const messagePrefix = `Start of the file:\n${PREFIX_START}`;
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const messageHeader = `In an english code base with the file.\nfile:\nproject {PROJECT_NAME}\nfile {FILE_NAME}\nlanguage {LANG}\n.`
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.replace("{PROJECT_NAME}", vscode.workspace.name || "Untitled")
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.replace("{FILE_NAME}", document.fileName)
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.replace("{LANG}", document.languageId);
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const prompt = `${messageHeader}\n${messageSuffix}\n${messagePrefix}\n${prefix}`;
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return prompt;
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};
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const getSuffix = (document: vscode.TextDocument, position: vscode.Position) => {
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const suffix = document.getText(new vscode.Range(position.line, position.character, document.lineCount - 1, document.lineAt(document.lineCount - 1).text.length));
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return suffix;
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};
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let trieRoot: TrieNode = {
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isLeaf: false,
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value: '',
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children: {},
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};
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const trieRootInsert = (text: string) => {
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trieRoot = trieInsert(trieRoot, text);
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};
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const trieRootLookup = (text: string) => {
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return trieLookup(trieRoot, text);
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};
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const tokenProvider = async (
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document: vscode.TextDocument,
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position: vscode.Position,
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context: vscode.InlineCompletionContext,
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_context: vscode.InlineCompletionContext,
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_token: vscode.CancellationToken,
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) => {
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const prefix = document.getText(new vscode.Range(0, 0, position.line, position.character));
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const modelSupportsSuffix = await getModelSupportsSuffix(MODEL);
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const prompt = modelSupportsSuffix ? getPrompt(document, position) : getPromptWithSuffix(document, position);
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const prompt = getPrompt(document, position, prefix);
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const suffix = modelSupportsSuffix ? getSuffix(document, position) : undefined;
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const response = await ollama.generate({
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@ -112,13 +111,14 @@ export const activate = (context: vscode.ExtensionContext) => {
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try {
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for await (const part of response) {
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console.log(part.response);
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// process.stdout.write(part.response);
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buffer.push(part.response);
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}
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resolve(buffer);
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} catch (err) {
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reject(err);
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} finally {
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response.abort();
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clearTimeout(timeout);
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};
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});
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@ -1,15 +0,0 @@
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import * as assert from 'assert';
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// You can import and use all API from the 'vscode' module
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// as well as import your extension to test it
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import * as vscode from 'vscode';
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// import * as myExtension from '../../extension';
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suite('Extension Test Suite', () => {
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vscode.window.showInformationMessage('Start all tests.');
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test('Sample test', () => {
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assert.strictEqual(-1, [1, 2, 3].indexOf(5));
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assert.strictEqual(-1, [1, 2, 3].indexOf(0));
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});
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});
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134
src/trie.ts
Normal file
134
src/trie.ts
Normal file
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@ -0,0 +1,134 @@
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interface TrieLeaf {
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isLeaf: true
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value: string
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children?: never
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}
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interface TrieBranch {
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isLeaf: false
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value: string
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children: { [key: string]: TrieNode }
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}
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export type TrieNode = TrieLeaf | TrieBranch
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/**
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* Creates a new TrieNode based on node that has text added to it
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* @param node node that we are basing the update on
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* @param text text that is being added to the node
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* @returns a new node with text added to it
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*/
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export const trieInsert = (node: TrieNode, text: string): TrieNode => {
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// TODO: mutate node to add text to it
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for (let index = 0; index < text.length; index++) {
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// If the inserted text is longer then the nodes text update the node with the new text
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if (index >= node.value.length) {
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// If the current node is a leaf we can just replace it with a larger leaf
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if (node.isLeaf) {
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const newLeaf: TrieLeaf = {
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isLeaf: true,
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value: text,
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};
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return newLeaf;
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}
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// If the current node is a branch then we need add the remaining text to one of its children
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const childKey = text[index];
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const childText = text.substring(index + 1);
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const child = node.children[childKey];
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const newBranch: TrieBranch = {
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isLeaf: false,
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value: node.value,
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children: {
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...node.children,
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[childKey]: child === undefined ? {
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isLeaf: true,
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value: childText,
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} : trieInsert(child, childText)
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},
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};
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return newBranch;
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}
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// If our inserted text does not match the node then we need to split the node
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if (node.value[index] !== text[index]) {
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// If the node is a leaf we need to split it into a branch
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if (node.isLeaf) {
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const newBranch: TrieBranch = {
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isLeaf: false,
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value: text.substring(0, index),
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children: {
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[text[index]]: {
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isLeaf: true,
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value: text.substring(index + 1),
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},
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[node.value[index]]: {
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isLeaf: true,
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value: node.value.substring(index + 1),
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},
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},
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};
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return newBranch;
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}
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// If the node is a branch then we need to create a new leaf on it
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const newBranch: TrieBranch = {
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isLeaf: false,
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value: text.substring(0, index),
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children: {
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[text[index]]: {
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isLeaf: true,
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value: text.substring(index + 1),
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},
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[node.value[index]]: {
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isLeaf: false,
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value: node.value.substring(index + 1),
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children: node.children,
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},
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},
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};
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return newBranch;
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}
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}
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return node;
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};
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export const trieLookup = (node: TrieNode, text: string): TrieNode | null => {
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for (let index = 0; index < node.value.length; index++) {
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// If our node still has text left but we have no more search query return a node starting at where we ran out of characters
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if (index >= text.length) {
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if (node.isLeaf) {
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const newNode: TrieLeaf = {
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isLeaf: true,
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value: node.value.substring(index),
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};
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return newNode;
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}
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const newNode: TrieBranch = {
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isLeaf: false,
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value: node.value.substring(index),
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children: node.children,
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};
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return newNode;
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}
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// If we have a difference then there is no match
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if (node.value[index] !== text[index]) {
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return null;
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}
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}
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// If we get past the end of the node and it is a leaf then there is no match
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if (node.isLeaf) {
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return null;
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}
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// Continue matching on the child node
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const childKey = text[node.value.length];
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const childText = text.substring(node.value.length + 1);
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const child = node.children[childKey];
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return child === undefined ? null : trieLookup(child, childText);
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};
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