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azuredatastudio/extensions/machine-learning-services/src/packageManagement/sqlRPackageManageProvider.ts
T
Leila Lali 09b578a169 Machine Learning Services R Packages (#8870)
* R Package management in Machine learning services extension
2020-01-15 12:19:22 -08:00

113 lines
3.9 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 * as azdata from 'azdata';
import * as nbExtensionApis from '../typings/notebookServices';
import { QueryRunner } from '../common/queryRunner';
import { ApiWrapper } from '../common/apiWrapper';
import { ProcessService } from '../common/processService';
import { Config } from '../configurations/config';
import { SqlPackageManageProviderBase, ScriptMode } from './SqlPackageManageProviderBase';
/**
* Manage Package Provider for r packages inside SQL server databases
*/
export class SqlRPackageManageProvider extends SqlPackageManageProviderBase implements nbExtensionApis.IPackageManageProvider {
public static ProviderId = 'sql_R';
/**
* Creates new a instance
*/
constructor(
private _outputChannel: vscode.OutputChannel,
apiWrapper: ApiWrapper,
private _queryRunner: QueryRunner,
private _processService: ProcessService,
private _config: Config) {
super(apiWrapper);
}
/**
* Returns provider Id
*/
public get providerId(): string {
return SqlRPackageManageProvider.ProviderId;
}
/**
* Returns package target
*/
public get packageTarget(): nbExtensionApis.IPackageTarget {
return { location: 'SQL', packageType: 'R' };
}
/**
* Returns list of packages
*/
protected async fetchPackages(): Promise<nbExtensionApis.IPackageDetails[]> {
return await this._queryRunner.getRPackages(await this.getCurrentConnection());
}
/**
* Execute a script to install or uninstall a r package inside current SQL Server connection
* @param packageDetails Packages to install or uninstall
* @param scriptMode can be 'install' or 'uninstall'
*/
protected async executeScripts(scriptMode: ScriptMode, packageDetails: nbExtensionApis.IPackageDetails): Promise<void> {
let connection = await this.getCurrentConnection();
let credentials = await this._apiWrapper.getCredentials(connection.connectionId);
if (connection) {
let database = connection.databaseName ? `, database="${connection.databaseName}"` : '';
let connectionParts = `server="${connection.serverName}", uid="${connection.userName}", pwd="${credentials[azdata.ConnectionOptionSpecialType.password]}"${database}`;
let rCommandScript = scriptMode === ScriptMode.Install ? 'sql_install.packages' : 'sql_remove.packages';
let scripts: string[] = [
'formals(quit)$save <- formals(q)$save <- "no"',
'library(sqlmlutils)',
`connection <- connectionInfo(${connectionParts})`,
`pkgs <- c("${packageDetails.name}")`,
`${rCommandScript}(connectionString = connection, pkgs, scope = "PUBLIC")`,
'q()'
];
let rExecutable = this._config.rExecutable;
await this._processService.execScripts(`${rExecutable}`, scripts, ['--vanilla'], this._outputChannel);
}
}
/**
* Returns true if the provider can be used
*/
async canUseProvider(): Promise<boolean> {
let connection = await this.getCurrentConnection();
if (connection && await this._queryRunner.isRInstalled(connection)) {
return true;
}
return false;
}
/**
* Returns package overview for given name
* @param packageName Package Name
*/
protected async fetchPackage(packageName: string): Promise<nbExtensionApis.IPackageOverview> {
let packagePreview: nbExtensionApis.IPackageOverview = {
name: packageName,
versions: [],
summary: ''
};
let connection = await this.getCurrentConnection();
let availablePackages = await this._queryRunner.getRAvailablePackages(connection);
let versions = availablePackages.filter(x => x.name === packageName).map(x => x.version);
packagePreview.versions = versions;
return packagePreview;
}
}