// Copyright (c) Microsoft Corporation. // Licensed under the MIT license. 'use strict'; import { MetricDataRecord, MetricType, TrialJobInfo } from './datastore'; import { TrialJobStatus } from './trainingService'; import { ExperimentConfig } from './experimentConfig'; type ProfileUpdateType = 'TRIAL_CONCURRENCY' | 'MAX_EXEC_DURATION' | 'SEARCH_SPACE' | 'MAX_TRIAL_NUM'; type ExperimentStatus = 'INITIALIZED' | 'RUNNING' | 'ERROR' | 'STOPPING' | 'STOPPED' | 'DONE' | 'NO_MORE_TRIAL' | 'TUNER_NO_MORE_TRIAL' | 'VIEWED'; namespace ExperimentStartUpMode { export const NEW = 'new'; export const RESUME = 'resume'; } interface ExperimentProfile { params: ExperimentConfig; id: string; execDuration: number; logDir: string; startTime: number; endTime?: number; nextSequenceId: number; revision: number; } interface TrialJobStatistics { trialJobStatus: TrialJobStatus; trialJobNumber: number; } interface NNIManagerStatus { status: ExperimentStatus; errors: string[]; } abstract class Manager { public abstract startExperiment(experimentConfig: ExperimentConfig): Promise; public abstract resumeExperiment(readonly: boolean): Promise; public abstract stopExperiment(): Promise; public abstract stopExperimentTopHalf(): Promise; public abstract stopExperimentBottomHalf(): Promise; public abstract getExperimentProfile(): Promise; public abstract updateExperimentProfile(experimentProfile: ExperimentProfile, updateType: ProfileUpdateType): Promise; public abstract importData(data: string): Promise; public abstract getImportedData(): Promise; public abstract exportData(): Promise; public abstract addCustomizedTrialJob(hyperParams: string): Promise; public abstract cancelTrialJobByUser(trialJobId: string): Promise; public abstract listTrialJobs(status?: TrialJobStatus): Promise; public abstract getTrialJob(trialJobId: string): Promise; public abstract setClusterMetadata(key: string, value: string): Promise; public abstract getClusterMetadata(key: string): Promise; public abstract getMetricData(trialJobId?: string, metricType?: MetricType): Promise; public abstract getMetricDataByRange(minSeqId: number, maxSeqId: number): Promise; public abstract getLatestMetricData(): Promise; public abstract getTrialFile(trialJobId: string, fileName: string): Promise; public abstract getTrialJobStatistics(): Promise; public abstract getStatus(): NNIManagerStatus; public abstract getTrialOutputLocalPath(trialJobId: string): Promise; public abstract fetchTrialOutput(trialJobId: string, subpath: string): Promise; } export { Manager, ExperimentConfig, ExperimentProfile, TrialJobStatistics, ProfileUpdateType, NNIManagerStatus, ExperimentStatus, ExperimentStartUpMode };