mirror of
https://github.com/ckaczor/azuredatastudio.git
synced 2026-01-28 01:25:39 -05:00
ML - dashboard icons and links (#10153)
* ML - dashboard icons and links
This commit is contained in:
165
extensions/machine-learning/src/controllers/mainController.ts
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165
extensions/machine-learning/src/controllers/mainController.ts
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/*---------------------------------------------------------------------------------------------
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* Copyright (c) Microsoft Corporation. All rights reserved.
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* Licensed under the Source EULA. See License.txt in the project root for license information.
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*--------------------------------------------------------------------------------------------*/
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import * as vscode from 'vscode';
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import * as nbExtensionApis from '../typings/notebookServices';
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import { PackageManager } from '../packageManagement/packageManager';
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import * as constants from '../common/constants';
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import { ApiWrapper } from '../common/apiWrapper';
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import { QueryRunner } from '../common/queryRunner';
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import { ProcessService } from '../common/processService';
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import { Config } from '../configurations/config';
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import { PackageManagementService } from '../packageManagement/packageManagementService';
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import { HttpClient } from '../common/httpClient';
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import { ModelManagementController } from '../views/models/modelManagementController';
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import { DeployedModelService } from '../modelManagement/deployedModelService';
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import { AzureModelRegistryService } from '../modelManagement/azureModelRegistryService';
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import { ModelPythonClient } from '../modelManagement/modelPythonClient';
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import { PredictService } from '../prediction/predictService';
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import { DashboardWidget } from '../views/widgets/dashboardWidget';
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import { ModelConfigRecent } from '../modelManagement/modelConfigRecent';
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/**
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* The main controller class that initializes the extension
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*/
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export default class MainController implements vscode.Disposable {
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private _outputChannel: vscode.OutputChannel;
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private _rootPath = this._context.extensionPath;
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private _config: Config;
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public constructor(
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private _context: vscode.ExtensionContext,
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private _apiWrapper: ApiWrapper,
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private _queryRunner: QueryRunner,
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private _processService: ProcessService,
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private _packageManager?: PackageManager,
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private _packageManagementService?: PackageManagementService,
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private _httpClient?: HttpClient
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) {
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this._outputChannel = this._apiWrapper.createOutputChannel(constants.extensionOutputChannel);
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this._rootPath = this._context.extensionPath;
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this._config = new Config(this._rootPath, this._apiWrapper);
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}
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/**
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* Deactivates the extension
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*/
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public deactivate(): void {
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}
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/**
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* Activates the extension
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*/
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public async activate(): Promise<boolean> {
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await this.initialize();
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return Promise.resolve(true);
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}
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/**
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* Returns an instance of Server Installation from notebook extension
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*/
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private async getNotebookExtensionApis(): Promise<nbExtensionApis.IExtensionApi> {
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let nbExtension = this._apiWrapper.getExtension(constants.notebookExtensionName);
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if (nbExtension) {
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await nbExtension.activate();
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return (nbExtension.exports as nbExtensionApis.IExtensionApi);
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} else {
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throw new Error(constants.notebookExtensionNotLoaded);
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}
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}
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private async initialize(): Promise<void> {
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this._outputChannel.show(true);
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let nbApis = await this.getNotebookExtensionApis();
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await this._config.load();
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let packageManager = this.getPackageManager(nbApis);
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this._apiWrapper.registerCommand(constants.mlManagePackagesCommand, (async () => {
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await packageManager.managePackages();
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}));
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// External Languages
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//
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let modelImporter = new ModelPythonClient(this._outputChannel, this._apiWrapper, this._processService, this._config, packageManager);
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let modelRecentService = new ModelConfigRecent(this._context.globalState);
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// Model Management
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//
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let registeredModelService = new DeployedModelService(this._apiWrapper, this._config, this._queryRunner, modelImporter, modelRecentService);
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let azureModelsService = new AzureModelRegistryService(this._apiWrapper, this._config, this.httpClient, this._outputChannel);
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let predictService = new PredictService(this._apiWrapper, this._queryRunner);
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let modelManagementController = new ModelManagementController(this._apiWrapper, this._rootPath,
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azureModelsService, registeredModelService, predictService);
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let dashboardWidget = new DashboardWidget(this._apiWrapper, this._rootPath);
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dashboardWidget.register();
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this._apiWrapper.registerCommand(constants.mlManageModelsCommand, (async () => {
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await modelManagementController.manageRegisteredModels();
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}));
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this._apiWrapper.registerCommand(constants.mlImportModelCommand, (async () => {
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await modelManagementController.registerModel(undefined);
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}));
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this._apiWrapper.registerCommand(constants.mlsPredictModelCommand, (async () => {
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await modelManagementController.predictModel();
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}));
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this._apiWrapper.registerCommand(constants.mlsDependenciesCommand, (async () => {
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await packageManager.installDependencies();
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}));
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this._apiWrapper.registerTaskHandler(constants.mlManagePackagesCommand, async () => {
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await packageManager.managePackages();
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});
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}
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/**
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* Returns the package manager instance
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*/
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public getPackageManager(nbApis: nbExtensionApis.IExtensionApi): PackageManager {
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if (!this._packageManager) {
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this._packageManager = new PackageManager(this._outputChannel, this._rootPath, this._apiWrapper, this.packageManagementService, this._processService, this._config, this.httpClient);
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this._packageManager.init();
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this._packageManager.packageManageProviders.forEach(provider => {
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nbApis.registerPackageManager(provider.providerId, provider);
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});
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}
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return this._packageManager;
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}
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/**
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* Returns the server config manager instance
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*/
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public get packageManagementService(): PackageManagementService {
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if (!this._packageManagementService) {
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this._packageManagementService = new PackageManagementService(this._apiWrapper, this._queryRunner);
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}
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return this._packageManagementService;
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}
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/**
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* Returns the server config manager instance
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*/
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public get httpClient(): HttpClient {
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if (!this._httpClient) {
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this._httpClient = new HttpClient();
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}
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return this._httpClient;
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}
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/**
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* Config instance
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*/
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public get config(): Config {
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return this._config;
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}
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/**
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* Disposes the extension
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*/
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public dispose(): void {
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this.deactivate();
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}
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}
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