Files
azuredatastudio/extensions/machine-learning/src/configurations/config.ts
Leila Lali 053a2c7446 ML - Updating sqlmlutil to fix R package management (#11432)
Updating sqlmlutil to fix R package management
2020-08-12 14:29:07 -07:00

160 lines
4.6 KiB
TypeScript

/*---------------------------------------------------------------------------------------------
* Copyright (c) Microsoft Corporation. All rights reserved.
* Licensed under the Source EULA. See License.txt in the project root for license information.
*--------------------------------------------------------------------------------------------*/
import * as vscode from 'vscode';
import { ApiWrapper } from '../common/apiWrapper';
import * as constants from '../common/constants';
import { promises as fs } from 'fs';
import * as path from 'path';
import { PackageConfigModel } from './packageConfigModel';
import * as utils from '../common/utils';
const configFileName = 'config.json';
const defaultPythonExecutable = '';
const defaultRExecutable = '';
/**
* Extension Configuration from app settings
*/
export class Config {
private _configValues: any;
constructor(private _root: string, private _apiWrapper: ApiWrapper) {
}
/**
* Loads the config values
*/
public async load(): Promise<void> {
const rawConfig = await fs.readFile(path.join(this._root, configFileName));
this._configValues = JSON.parse(rawConfig.toString());
}
/**
* Returns the config value of required python packages. The order of the packages is based on the order they should install
*/
public get requiredSqlPythonPackages(): PackageConfigModel[] {
return this._configValues.sqlPackageManagement.requiredPythonPackages;
}
/**
* Returns the config value of required r packages. The order of the packages is based on the order they should install
*/
public get requiredSqlRPackages(): PackageConfigModel[] {
return this._configValues.sqlPackageManagement.requiredRPackages;
}
/**
* Returns r packages repository
*/
public get rPackagesRepository(): string {
return this._configValues.sqlPackageManagement.rPackagesRepository;
}
/**
* Returns python path from user settings
*/
public async getPythonExecutable(verify: boolean): Promise<string> {
let executable: string = this.config.get(constants.pythonPathConfigKey) || defaultPythonExecutable;
if (!executable) {
executable = utils.getDefaultPythonLocation();
} else {
const exeName = utils.getPythonExeName();
const isFolder = await utils.isDirectory(executable);
if (isFolder && executable.indexOf(exeName) < 0) {
executable = path.join(executable, exeName);
}
}
let checkExist = executable && executable.toLocaleUpperCase() !== 'PYTHON' && executable.toLocaleUpperCase() !== 'PYTHON3';
if (verify && checkExist && !await utils.exists(executable)) {
throw new Error(constants.cannotFindPython(executable));
}
return executable;
}
/**
* Returns true if python package management is enabled
*/
public get pythonEnabled(): boolean {
return this.config.get(constants.pythonEnabledConfigKey) || false;
}
/**
* Returns true if r package management is enabled
*/
public get rEnabled(): boolean {
return this.config.get(constants.rEnabledConfigKey) || false;
}
/**
* Returns registered models table name
*/
public get registeredModelTableName(): string {
return this._configValues.modelManagement.registeredModelsTableName;
}
/**
* Returns registered models table schema name
*/
public get registeredModelTableSchemaName(): string {
return this._configValues.modelManagement.registeredModelsTableSchemaName;
}
/**
* Returns registered models table name
*/
public get registeredModelDatabaseName(): string {
return this._configValues.modelManagement.registeredModelsDatabaseName;
}
/**
* Returns Azure ML API
*/
public get amlModelManagementUrl(): string {
return this._configValues.modelManagement.amlModelManagementUrl;
}
/**
* Returns Azure ML API
*/
public get amlExperienceUrl(): string {
return this._configValues.modelManagement.amlExperienceUrl;
}
/**
* Returns Azure ML API Version
*/
public get amlApiVersion(): string {
return this._configValues.modelManagement.amlApiVersion;
}
/**
* Returns model management python packages
*/
public get modelsRequiredPythonPackages(): PackageConfigModel[] {
return this._configValues.modelManagement.requiredPythonPackages;
}
/**
* Returns r path from user settings
*/
public async getRExecutable(verify: boolean): Promise<string> {
let executable: string = this.config.get(constants.rPathConfigKey) || defaultRExecutable;
let checkExist = executable && executable.toLocaleUpperCase() !== 'R';
if (verify && checkExist && !await utils.exists(executable)) {
throw new Error(constants.cannotFindR(executable));
}
return executable;
}
private get config(): vscode.WorkspaceConfiguration {
return this._apiWrapper.getConfiguration(constants.mlsConfigKey);
}
}