// Copyright (c) Microsoft Corporation. // Licensed under the MIT license. 'use strict'; import * as chai from 'chai'; import * as chaiAsPromised from 'chai-as-promised'; import * as fs from 'fs'; import * as tmp from 'tmp'; import * as component from '../../common/component'; import { cleanupUnitTest, prepareUnitTest } from '../../common/utils'; import { TrialConfigMetadataKey } from '../common/trialConfigMetadataKey'; import { KubeflowTrainingService } from '../kubernetes/kubeflow/kubeflowTrainingService'; // TODO: copy mockedTrail.py to local folder const localCodeDir: string = tmp.dirSync().name const mockedTrialPath: string = './training_service/test/mockedTrial.py' fs.copyFileSync(mockedTrialPath, localCodeDir + '/mockedTrial.py') describe('Unit Test for KubeflowTrainingService', () => { let skip: boolean = false; let testKubeflowConfig: any; let testKubeflowTrialConfig : any; try { testKubeflowConfig = JSON.parse(fs.readFileSync('../../.vscode/kubeflowCluster.json', 'utf8')); testKubeflowTrialConfig = `{\"command\":\"python3 mnist.py\",\"codeDir\":\"/tmp/nni/examples/trials/mnist",\"gpuNum\":\"1\",\"cpuNum\":\"2\",\"memoryMB\":\"8196\",\"image\":\"msranni/nni:latest\"}`; } catch (err) { console.log('Please configure kubeflowCluster.json to enable kubeflow training service unit test.'); skip = true; } let kubeflowTrainingService: KubeflowTrainingService; console.log(tmp.dirSync().name); before(() => { chai.should(); chai.use(chaiAsPromised); prepareUnitTest(); }); after(() => { cleanupUnitTest(); }); beforeEach(() => { if (skip) { return; } kubeflowTrainingService = component.get(KubeflowTrainingService); }); afterEach(() => { if (skip) { return; } kubeflowTrainingService.cleanUp(); }); it('Set cluster metadata', async () => { if (skip) { return; } await kubeflowTrainingService.setClusterMetadata(TrialConfigMetadataKey.KUBEFLOW_CLUSTER_CONFIG, testKubeflowConfig), await kubeflowTrainingService.setClusterMetadata(TrialConfigMetadataKey.TRIAL_CONFIG, testKubeflowTrialConfig); }); });