2024-01-06 23:33:17 +00:00
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// Original script was GPT4 but it has been deeply Ship of Theseused.
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2023-12-20 09:36:55 +00:00
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import * as vscode from "vscode";
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2023-12-21 00:27:42 +00:00
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import axios from "axios";
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let VSConfig: vscode.WorkspaceConfiguration;
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let apiEndpoint: string;
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let apiModel: string;
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let apiSystemMessage: string | undefined;
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let numPredict: number;
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let promptWindowSize: number;
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2023-12-21 06:33:07 +00:00
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let rawInput: boolean | undefined;
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2024-01-06 21:49:41 +00:00
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let completionKeys: string;
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2024-01-06 23:33:17 +00:00
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let responsePreview: boolean | undefined;
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2024-01-09 02:21:32 +00:00
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let responsePreviewMaxTokens: number;
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2024-01-28 02:22:47 +00:00
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let responsePreviewDelay: number;
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let continueInline: boolean | undefined;
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2023-12-21 00:27:42 +00:00
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function updateVSConfig() {
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VSConfig = vscode.workspace.getConfiguration("ollama-autocoder");
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2024-01-09 13:32:24 +00:00
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apiEndpoint = VSConfig.get("endpoint") || "http://localhost:11434/api/generate";
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2023-12-21 06:33:07 +00:00
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apiModel = VSConfig.get("model") || "openhermes2.5-mistral:7b-q4_K_M"; // The model I tested with
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2023-12-21 06:54:03 +00:00
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apiSystemMessage = VSConfig.get("system message");
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numPredict = VSConfig.get("max tokens predicted") || 500;
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promptWindowSize = VSConfig.get("prompt window size") || 2000;
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rawInput = VSConfig.get("raw input");
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2024-01-06 21:49:41 +00:00
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completionKeys = VSConfig.get("completion keys") || " ";
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2024-01-06 23:33:17 +00:00
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responsePreview = VSConfig.get("response preview");
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2024-01-09 02:21:32 +00:00
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responsePreviewMaxTokens = VSConfig.get("preview max tokens") || 10;
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2024-01-28 02:22:47 +00:00
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responsePreviewDelay = VSConfig.get("preview delay") || 0; // Must be || 0 instead of || [default] because of truthy
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continueInline = VSConfig.get("continue inline");
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2023-12-21 00:27:42 +00:00
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if (apiSystemMessage == "DEFAULT" || rawInput) apiSystemMessage = undefined;
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}
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updateVSConfig();
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2023-12-20 09:36:55 +00:00
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2023-12-21 00:27:42 +00:00
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// No need for restart for any of these settings
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vscode.workspace.onDidChangeConfiguration(updateVSConfig);
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2023-12-20 09:36:55 +00:00
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2024-01-28 03:22:14 +00:00
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// internal function to handle undo functionality
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async function handleUndo(document: vscode.TextDocument, startingPosition: vscode.Position, endingPosition: vscode.Position, optons?: vscode.MessageOptions) {
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vscode.window.showInformationMessage("Ollama autocompletion was cancelled. Would you like it to undo its changes?", "Keep", "Undo").then(r => {
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if (r === "Undo") {
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const edit = new vscode.WorkspaceEdit();
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const range = new vscode.Range(startingPosition, endingPosition);
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edit.delete(document.uri, range);
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vscode.workspace.applyEdit(edit);
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}
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});
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}
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2023-12-21 06:33:07 +00:00
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// internal function for autocomplete, not directly exposed
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2023-12-27 01:04:50 +00:00
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async function autocompleteCommand(textEditor: vscode.TextEditor, cancellationToken?: vscode.CancellationToken) {
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const document = textEditor.document;
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const position = textEditor.selection.active;
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2023-12-21 06:33:07 +00:00
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// Get the current prompt
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let prompt = document.getText(new vscode.Range(document.lineAt(0).range.start, position));
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prompt = prompt.substring(Math.max(0, prompt.length - promptWindowSize), prompt.length);
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2023-12-20 22:06:47 +00:00
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// Show a progress message
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vscode.window.withProgress(
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{
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location: vscode.ProgressLocation.Notification,
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2023-12-21 00:27:42 +00:00
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title: "Ollama Autocoder",
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2023-12-20 22:06:47 +00:00
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cancellable: true,
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},
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async (progress, progressCancellationToken) => {
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try {
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2023-12-21 00:27:42 +00:00
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progress.report({ message: "Starting model..." });
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2024-01-28 03:22:14 +00:00
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//tracker
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// let oldPosition = position;
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let currentPosition = position;
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// let lastToken = "";
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2023-12-27 01:04:50 +00:00
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let axiosCancelPost: () => void;
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const axiosCancelToken = new axios.CancelToken((c) => {
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const cancelPost = function () {
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c("Autocompletion request terminated by user cancel");
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2024-01-28 03:22:14 +00:00
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handleUndo(document, position, currentPosition);
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2023-12-27 01:04:50 +00:00
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};
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axiosCancelPost = cancelPost;
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if (cancellationToken) cancellationToken.onCancellationRequested(cancelPost);
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progressCancellationToken.onCancellationRequested(cancelPost);
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vscode.workspace.onDidCloseTextDocument(cancelPost);
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});
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2023-12-20 22:06:47 +00:00
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// Make a request to the ollama.ai REST API
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const response = await axios.post(apiEndpoint, {
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model: apiModel, // Change this to the model you want to use
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prompt: prompt,
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stream: true,
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system: apiSystemMessage,
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2023-12-21 00:27:42 +00:00
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raw: rawInput,
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2023-12-20 22:06:47 +00:00
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options: {
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num_predict: numPredict
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2023-12-21 00:27:42 +00:00
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}
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2023-12-20 22:06:47 +00:00
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}, {
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2023-12-27 01:04:50 +00:00
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cancelToken: axiosCancelToken,
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2023-12-20 22:06:47 +00:00
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responseType: 'stream'
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}
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);
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response.data.on('data', async (d: Uint8Array) => {
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2023-12-21 00:27:42 +00:00
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progress.report({ message: "Generating..." });
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2023-12-27 01:04:50 +00:00
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// Check for user input (cancel)
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2024-01-28 03:22:14 +00:00
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if (currentPosition != textEditor.selection.start) {
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console.log(currentPosition, textEditor.selection.start);
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axiosCancelPost(); // cancel axios => cancel finished promise => close notification
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return;
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2023-12-27 01:04:50 +00:00
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}
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2024-01-28 03:22:14 +00:00
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// if (lastToken != "") {
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// const lastInput = document.getText(new vscode.Range(oldPosition, textEditor.selection.active));
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// if (lastInput !== lastToken) {
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// console.log(lastInput, lastToken);
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// axiosCancelPost(); // cancel axios => cancel finished promise => close notification
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// return;
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// }
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// }
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2023-12-27 01:04:50 +00:00
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2023-12-20 22:06:47 +00:00
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// Get a completion from the response
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const completion: string = JSON.parse(d.toString()).response;
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2024-01-28 03:22:14 +00:00
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// lastToken = completion;
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if (completion === "") {
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return;
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}
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2023-12-20 22:06:47 +00:00
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//complete edit for token
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const edit = new vscode.WorkspaceEdit();
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2023-12-21 02:22:39 +00:00
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const range = new vscode.Position(
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2023-12-20 22:06:47 +00:00
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currentPosition.line,
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currentPosition.character
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);
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2023-12-21 02:22:39 +00:00
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edit.insert(document.uri, range, completion);
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2023-12-20 22:06:47 +00:00
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await vscode.workspace.applyEdit(edit);
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// Move the cursor to the end of the completion
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const completionLines = completion.split("\n");
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2023-12-21 02:22:39 +00:00
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const newPosition = new vscode.Position(
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currentPosition.line + completionLines.length - 1,
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(completionLines.length > 1 ? 0 : currentPosition.character) + completionLines[completionLines.length - 1].length
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2023-12-20 22:06:47 +00:00
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);
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const newSelection = new vscode.Selection(
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newPosition,
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newPosition
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);
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2024-01-28 03:22:14 +00:00
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// oldPosition = currentPosition;
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2023-12-20 22:06:47 +00:00
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currentPosition = newPosition;
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// completion bar
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2023-12-21 02:22:39 +00:00
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progress.report({ message: "Generating...", increment: 1 / (numPredict / 100) });
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2023-12-20 22:06:47 +00:00
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// move cursor
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2023-12-21 06:33:07 +00:00
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const editor = vscode.window.activeTextEditor;
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if (editor) editor.selection = newSelection;
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2023-12-20 22:06:47 +00:00
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});
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// Keep cancel window available
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const finished = new Promise((resolve) => {
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response.data.on('end', () => {
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progress.report({ message: "Ollama completion finished." });
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resolve(true);
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});
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2023-12-27 01:04:50 +00:00
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axiosCancelToken.promise.finally(() => { // prevent notification from freezing on user input cancel
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resolve(false);
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});
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2023-12-20 22:06:47 +00:00
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});
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await finished;
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} catch (err: any) {
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// Show an error message
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vscode.window.showErrorMessage(
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"Ollama encountered an error: " + err.message
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);
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2023-12-21 00:27:42 +00:00
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console.log(err);
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2023-12-20 22:06:47 +00:00
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}
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}
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);
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}
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2024-01-28 03:22:14 +00:00
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// Completion item provider callback for activate
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async function provideCompletionItems(document: vscode.TextDocument, position: vscode.Position, cancellationToken: vscode.CancellationToken) {
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// Create a completion item
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const item = new vscode.CompletionItem("Autocomplete with Ollama");
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// Set the insert text to a placeholder
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item.insertText = new vscode.SnippetString('${1:}');
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// Wait before initializing Ollama to reduce compute usage
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if (responsePreview) await new Promise(resolve => setTimeout(resolve, responsePreviewDelay * 1000));
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if (cancellationToken.isCancellationRequested) {
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return [ item ];
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}
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// Set the label & inset text to a shortened, non-stream response
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if (responsePreview) {
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let prompt = document.getText(new vscode.Range(document.lineAt(0).range.start, position));
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prompt = prompt.substring(Math.max(0, prompt.length - promptWindowSize), prompt.length);
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const response_preview = await axios.post(apiEndpoint, {
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model: apiModel, // Change this to the model you want to use
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prompt: prompt,
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stream: false,
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system: apiSystemMessage,
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raw: rawInput,
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options: {
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num_predict: responsePreviewMaxTokens, // reduced compute max
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stop: ['\n']
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}
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}, {
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cancelToken: new axios.CancelToken((c) => {
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const cancelPost = function () {
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c("Autocompletion request terminated by completion cancel");
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};
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cancellationToken.onCancellationRequested(cancelPost);
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})
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});
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if (response_preview.data.response.trim() != "") { // default if empty
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item.label = response_preview.data.response.trimStart(); // tended to add whitespace at the beginning
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item.insertText = response_preview.data.response.trimStart();
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}
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}
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// Set the documentation to a message
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item.documentation = new vscode.MarkdownString('Press `Enter` to get an autocompletion from Ollama');
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// Set the command to trigger the completion
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if (continueInline || !responsePreview) item.command = {
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command: 'ollama-autocoder.autocomplete',
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title: 'Autocomplete with Ollama',
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arguments: [cancellationToken]
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};
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// Return the completion item
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return [item];
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}
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2023-12-21 00:27:42 +00:00
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// This method is called when extension is activated
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2023-12-20 09:36:55 +00:00
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function activate(context: vscode.ExtensionContext) {
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// Register a completion provider for JavaScript files
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2023-12-21 06:33:07 +00:00
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const completionProvider = vscode.languages.registerCompletionItemProvider("*", {
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2024-01-28 03:22:14 +00:00
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provideCompletionItems
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2023-12-20 09:36:55 +00:00
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},
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2024-01-06 21:49:41 +00:00
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...completionKeys.split("")
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2023-12-20 09:36:55 +00:00
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);
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2023-12-21 06:33:07 +00:00
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// Register a command for getting a completion from Ollama through command/keybind
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const externalAutocompleteCommand = vscode.commands.registerTextEditorCommand(
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"ollama-autocoder.autocomplete",
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2023-12-27 01:04:50 +00:00
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(textEditor, _, cancellationToken?) => {
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// no cancellation token from here, but there is one from completionProvider
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autocompleteCommand(textEditor, cancellationToken);
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2023-12-21 06:33:07 +00:00
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}
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);
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2023-12-21 06:43:22 +00:00
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// Add the commands & completion provider to the context
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context.subscriptions.push(completionProvider);
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2023-12-21 06:33:07 +00:00
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context.subscriptions.push(externalAutocompleteCommand);
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2023-12-20 09:36:55 +00:00
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}
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2023-12-21 00:27:42 +00:00
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// This method is called when extension is deactivated
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2023-12-20 09:36:55 +00:00
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function deactivate() { }
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module.exports = {
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activate,
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deactivate,
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};
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