ML - dashboard icons and links (#10153)

* ML - dashboard icons and links
This commit is contained in:
Leila Lali
2020-04-28 21:21:30 -07:00
committed by GitHub
parent 046995f2a5
commit 04af41c424
145 changed files with 387 additions and 134 deletions

View File

@@ -0,0 +1,136 @@
/*---------------------------------------------------------------------------------------------
* 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 { ApiWrapper } from '../common/apiWrapper';
import { ProcessService } from '../common/processService';
import { Config } from '../configurations/config';
import { SqlPackageManageProviderBase, ScriptMode } from './packageManageProviderBase';
import { HttpClient } from '../common/httpClient';
import * as utils from '../common/utils';
import { PackageManagementService } from './packageManagementService';
/**
* Manage Package Provider for python packages inside SQL server databases
*/
export class SqlPythonPackageManageProvider extends SqlPackageManageProviderBase implements nbExtensionApis.IPackageManageProvider {
public static ProviderId = 'sql_Python';
/**
* Creates new a instance
*/
constructor(
private _outputChannel: vscode.OutputChannel,
apiWrapper: ApiWrapper,
private _service: PackageManagementService,
private _processService: ProcessService,
private _config: Config,
private _httpClient: HttpClient) {
super(apiWrapper);
}
/**
* Returns provider Id
*/
public get providerId(): string {
return SqlPythonPackageManageProvider.ProviderId;
}
/**
* Returns package target
*/
public get packageTarget(): nbExtensionApis.IPackageTarget {
return { location: 'SQL', packageType: 'Python' };
}
/**
* Returns list of packages
*/
protected async fetchPackages(databaseName: string): Promise<nbExtensionApis.IPackageDetails[]> {
return await this._service.getPythonPackages(await this.getCurrentConnection(), databaseName);
}
/**
* Execute a script to install or uninstall a python 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, databaseName: string): Promise<void> {
let connection = await this.getCurrentConnection();
let credentials = await this._apiWrapper.getCredentials(connection.connectionId);
if (connection) {
let port = '1433';
let server = connection.serverName;
let database = databaseName ? `, database="${databaseName}"` : '';
let index = connection.serverName.indexOf(',');
if (index > 0) {
port = connection.serverName.substring(index + 1);
server = connection.serverName.substring(0, index);
}
let pythonConnectionParts = `server="${server}", port=${port}, uid="${connection.userName}", pwd="${credentials[azdata.ConnectionOptionSpecialType.password]}"${database})`;
let pythonCommandScript = scriptMode === ScriptMode.Install ?
`pkgmanager.install(package="${packageDetails.name}", version="${packageDetails.version}")` :
`pkgmanager.uninstall(package_name="${packageDetails.name}")`;
let scripts: string[] = [
'import sqlmlutils',
`connection = sqlmlutils.ConnectionInfo(driver="ODBC Driver 17 for SQL Server", ${pythonConnectionParts}`,
'pkgmanager = sqlmlutils.SQLPackageManager(connection)',
pythonCommandScript
];
let pythonExecutable = this._config.pythonExecutable;
await this._processService.execScripts(pythonExecutable, scripts, [], this._outputChannel);
}
}
/**
* Returns true if the provider can be used
*/
async canUseProvider(): Promise<boolean> {
if (!this._config.pythonEnabled) {
return false;
}
let connection = await this.getCurrentConnection();
if (connection && await this._service.isPythonInstalled(connection)) {
return true;
}
return false;
}
private getPackageLink(packageName: string): string {
return `https://pypi.org/pypi/${packageName}/json`;
}
protected async fetchPackage(packageName: string): Promise<nbExtensionApis.IPackageOverview> {
let body = await this._httpClient.fetch(this.getPackageLink(packageName));
let packagesJson = JSON.parse(body);
let versionNums: string[] = [];
let packageSummary = '';
if (packagesJson) {
if (packagesJson.releases) {
let versionKeys = Object.keys(packagesJson.releases);
versionKeys = versionKeys.filter(versionKey => {
let releaseInfo = packagesJson.releases[versionKey];
return Array.isArray(releaseInfo) && releaseInfo.length > 0;
});
versionNums = utils.sortPackageVersions(versionKeys, false);
}
if (packagesJson.info && packagesJson.info.summary) {
packageSummary = packagesJson.info.summary;
}
}
return {
name: packageName,
versions: versionNums,
summary: packageSummary
};
}
}