// 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 { TrialJobApplicationForm } from '../../common/trainingService'; import { cleanupUnitTest, prepareUnitTest } from '../../common/utils'; import { TrialConfigMetadataKey } from '../common/trialConfigMetadataKey'; import { PAITrainingService } from '../pai/paiTrainingService'; // 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 PAITrainingService', () => { let skip: boolean = false; let testPaiClusterInfo: any; let paiCluster: any; let paiTrialConfig : any; try { testPaiClusterInfo = JSON.parse(fs.readFileSync('../../.vscode/paiCluster.json', 'utf8')); paiCluster = `{\"userName\":\"${testPaiClusterInfo.userName}\",\"passWord\":\"${testPaiClusterInfo.passWord}\",\"host\":\"${testPaiClusterInfo.host}\"}`; paiTrialConfig = `{\"command\":\"echo hello && ls\",\"codeDir\":\"/tmp/nni/examples/trials/mnist",\"gpuNum\":\"1\", \"cpuNum\":\"1\",\"memoryMB\":\"8196\",\"image\":\"openpai/pai.example.tensorflow\",\"dataDir\":\"\",\"outputDir\":\"\"}`; } catch (err) { console.log('Please configure rminfo.json to enable remote machine unit test.'); skip = true; } let paiTrainingService: PAITrainingService; console.log(tmp.dirSync().name); before(() => { chai.should(); chai.use(chaiAsPromised); prepareUnitTest(); }); after(() => { cleanupUnitTest(); }); beforeEach(() => { if (skip) { return; } paiTrainingService = component.get(PAITrainingService); paiTrainingService.run(); }); afterEach(() => { if (skip) { return; } paiTrainingService.cleanUp(); }); it('Get PAI token', async () => { if (skip) { return; } console.log(`paiCluster is ${paiCluster}`) await paiTrainingService.setClusterMetadata(TrialConfigMetadataKey.PAI_CLUSTER_CONFIG, paiCluster); await paiTrainingService.setClusterMetadata(TrialConfigMetadataKey.TRIAL_CONFIG, paiTrialConfig); const form: TrialJobApplicationForm = { sequenceId: 0, hyperParameters: { value: '', index: 0 } }; try { const trialDetail = await paiTrainingService.submitTrialJob(form); chai.expect(trialDetail.status).to.be.equals('WAITING'); } catch(error) { console.log('Submit job failed:' + error); chai.assert(error) } }); });