Fabelous-Autocoder/src/extension.ts

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import * as vscode from "vscode";
import axios from "axios";
let VSConfig: vscode.WorkspaceConfiguration;
let apiEndpoint: string;
let apiAuthentication: string;
let apiModel: string;
let apiTemperature: number;
let numPredict: number;
let promptWindowSize: number;
let completionKeys: string;
let responsePreview: boolean | undefined;
let responsePreviewMaxTokens: number;
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let responsePreviewDelay: number;
let continueInline: boolean | undefined;
let keepAlive: number | undefined;
let topP: number | undefined;
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let inlinePreviewDecoration: vscode.TextEditorDecorationType;
let currentPreviewText: string | undefined;
function createInlinePreviewDecoration() {
return vscode.window.createTextEditorDecorationType({
after: {
color: '#808080',
fontStyle: 'italic'
}
});
}
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function updateVSConfig() {
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VSConfig = vscode.workspace.getConfiguration("fabelous-autocoder");
apiEndpoint = VSConfig.get("endpoint") || "http://localhost:11434/api/generate";
apiAuthentication = VSConfig.get("authentication") || "";
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apiModel = VSConfig.get("model") || "fabelous-coder:latest";
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numPredict = VSConfig.get("max tokens predicted") || 1000;
promptWindowSize = VSConfig.get("prompt window size") || 2000;
completionKeys = VSConfig.get("completion keys") || " ";
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// Here's where the response preview setting is read
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responsePreview = VSConfig.get("response preview");
responsePreviewMaxTokens = VSConfig.get("preview max tokens") || 50;
responsePreviewDelay = VSConfig.get("preview delay") || 0;
continueInline = VSConfig.get("continue inline");
apiTemperature = VSConfig.get("temperature") || 0.7;
keepAlive = VSConfig.get("keep alive") || 30;
topP = VSConfig.get("top p") || 1;
}
updateVSConfig();
vscode.workspace.onDidChangeConfiguration(updateVSConfig);
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function getContextLines(document: vscode.TextDocument, position: vscode.Position): string {
const lines = [];
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const startLine = Math.max(0, position.line - 1);
const endLine = position.line;
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for (let i = startLine; i <= endLine; i++) {
lines.push(document.lineAt(i).text);
}
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return lines.join("\n");
}
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function createFIMPrompt(prefix: string, language: string): string {
return `<fim_prefix>${prefix}<fim_middle><fim_suffix>${language}\n`;
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}
async function autocompleteCommand(textEditor: vscode.TextEditor, cancellationToken?: vscode.CancellationToken) {
const document = textEditor.document;
const position = textEditor.selection.active;
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const context = getContextLines(document, position);
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const fimPrompt = createFIMPrompt(context, document.languageId);
vscode.window.withProgress(
{
location: vscode.ProgressLocation.Notification,
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title: "Fabelous Autocoder",
cancellable: true,
},
async (progress, progressCancellationToken) => {
try {
progress.report({ message: "Starting model..." });
let axiosCancelPost: () => void;
const axiosCancelToken = new axios.CancelToken((c) => {
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axiosCancelPost = () => {
c("Autocompletion request terminated by user cancel");
};
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if (cancellationToken) cancellationToken.onCancellationRequested(axiosCancelPost);
progressCancellationToken.onCancellationRequested(axiosCancelPost);
vscode.workspace.onDidCloseTextDocument(axiosCancelPost);
});
const response = await axios.post(apiEndpoint, {
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model: apiModel,
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prompt: fimPrompt,
stream: false,
raw: true,
options: {
num_predict: numPredict,
temperature: apiTemperature,
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stop: ["<fim_suffix>", "```"]
}
}, {
cancelToken: axiosCancelToken,
headers: {
'Authorization': apiAuthentication
}
});
progress.report({ message: "Generating..." });
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let completionText = response.data.response;
// Remove any FIM tags and leading/trailing whitespace
completionText = completionText.replace(/<fim_middle>|<fim_suffix>|<fim_prefix>/g, '').trim();
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// Remove the context lines
const startLine = Math.max(0, position.line - 1);
const endLine = position.line;
const rangeToReplace = new vscode.Range(
new vscode.Position(startLine, 0),
new vscode.Position(endLine, document.lineAt(endLine).text.length)
);
// Apply the edit
const edit = new vscode.WorkspaceEdit();
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edit.replace(document.uri, rangeToReplace, completionText);
await vscode.workspace.applyEdit(edit);
// Move the cursor to the end of the inserted text
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const newPosition = new vscode.Position(startLine + completionText.split('\n').length - 1, completionText.split('\n').pop()!.length);
textEditor.selection = new vscode.Selection(newPosition, newPosition);
progress.report({ message: "Fabelous completion finished." });
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} catch (err: any) {
vscode.window.showErrorMessage(
"Fabelous Autocoder encountered an error: " + err.message
);
console.log(err);
}
}
);
}
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async function provideCompletionItems(document: vscode.TextDocument, position: vscode.Position, cancellationToken: vscode.CancellationToken) {
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const item = new vscode.CompletionItem("Fabelous autocompletion");
item.insertText = new vscode.SnippetString('${1:}');
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// This is where the response preview functionality is implemented
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if (responsePreview) {
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await new Promise(resolve => setTimeout(resolve, responsePreviewDelay * 1000));
if (cancellationToken.isCancellationRequested) {
return [ item ];
}
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const context = getContextLines(document, position);
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const fimPrompt = createFIMPrompt(context, document.languageId);
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try {
const response_preview = await axios.post(apiEndpoint, {
model: apiModel,
prompt: fimPrompt,
stream: false,
raw: true,
options: {
num_predict: responsePreviewMaxTokens,
temperature: apiTemperature,
stop: ['<fim_suffix>', '\n', '```'],
...(keepAlive && { keep_alive: keepAlive }),
...(topP && { top_p: topP }),
}
});
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currentPreviewText = response_preview.data.response.replace(/<fim_middle>|<fim_suffix>|<fim_prefix>/g, '').trim();
updateInlinePreview(document, position);
if (currentPreviewText) {
item.label = currentPreviewText.split('\n')[0];
}
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} catch (error) {
console.error("Error fetching preview:", error);
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}
}
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item.documentation = new vscode.MarkdownString('Press `Enter` to accept the autocompletion, or `Escape` to dismiss');
item.command = {
command: 'fabelous-autocoder.acceptCompletion',
title: 'Accept Fabelous Autocompletion',
};
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return [item];
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}
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function removeInlinePreview() {
const editor = vscode.window.activeTextEditor;
if (editor) {
editor.setDecorations(inlinePreviewDecoration, []);
}
currentPreviewText = undefined;
}
function acceptCompletion() {
const editor = vscode.window.activeTextEditor;
if (editor && currentPreviewText) {
editor.edit(editBuilder => {
const position = editor.selection.active;
editBuilder.insert(position, currentPreviewText as string);
});
removeInlinePreview();
}
}
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function activate(context: vscode.ExtensionContext) {
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inlinePreviewDecoration = createInlinePreviewDecoration();
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const completionProvider = vscode.languages.registerCompletionItemProvider("*", {
provideCompletionItems
},
...completionKeys.split("")
);
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const acceptCompletionCommand = vscode.commands.registerCommand(
"fabelous-autocoder.acceptCompletion",
acceptCompletion
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);
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context.subscriptions.push(completionProvider);
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context.subscriptions.push(acceptCompletionCommand);
// Handle Escape key to remove preview
context.subscriptions.push(vscode.commands.registerCommand('type', args => {
if (args.text === 'Escape') {
removeInlinePreview();
}
return vscode.commands.executeCommand('default:type', args);
}));
// Remove preview when cursor moves
context.subscriptions.push(vscode.window.onDidChangeTextEditorSelection(() => {
removeInlinePreview();
}));
}
function updateInlinePreview(document: vscode.TextDocument, position: vscode.Position) {
if (currentPreviewText) {
const editor = vscode.window.activeTextEditor;
if (editor && editor.document === document) {
const decorations = [{
range: new vscode.Range(position, position),
renderOptions: {
after: {
contentText: currentPreviewText
}
}
}];
editor.setDecorations(inlinePreviewDecoration, decorations);
}
}
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}
function deactivate() { }
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export {
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activate,
deactivate,
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};