// Copyright (c) Microsoft Corporation. // Licensed under the MIT license. 'use strict'; import { TrialJobApplicationForm, TrialJobDetail, TrialJobStatus } from '../../common/trainingService'; /** * PAI trial job detail */ export class PAITrialJobDetail implements TrialJobDetail { public id: string; public status: TrialJobStatus; public paiJobName: string; public submitTime: number; public startTime?: number; public endTime?: number; public tags?: string[]; public url?: string; public workingDirectory: string; public form: TrialJobApplicationForm; public hdfsLogPath: string; public isEarlyStopped?: boolean; constructor(id: string, status: TrialJobStatus, paiJobName: string, submitTime: number, workingDirectory: string, form: TrialJobApplicationForm, hdfsLogPath: string) { this.id = id; this.status = status; this.paiJobName = paiJobName; this.submitTime = submitTime; this.workingDirectory = workingDirectory; this.form = form; this.tags = []; this.hdfsLogPath = hdfsLogPath; } } export const PAI_INSTALL_NNI_SHELL_FORMAT: string = `#!/bin/bash if python3 -c 'import nni' > /dev/null 2>&1; then # nni module is already installed, skip return else # Install nni python3 -m pip install --user nni fi`; export const PAI_TRIAL_COMMAND_FORMAT: string = `export NNI_PLATFORM=pai NNI_SYS_DIR={0} NNI_OUTPUT_DIR={1} NNI_TRIAL_JOB_ID={2} NNI_EXP_ID={3} NNI_TRIAL_SEQ_ID={4} MULTI_PHASE={5} \ && cd $NNI_SYS_DIR && sh install_nni.sh \ && python3 -m nni_trial_tool.trial_keeper --trial_command '{6}' --nnimanager_ip '{7}' --nnimanager_port '{8}' \ --pai_hdfs_output_dir '{9}' --pai_hdfs_host '{10}' --pai_user_name {11} --nni_hdfs_exp_dir '{12}' --webhdfs_path '/webhdfs/api/v1' \ --nni_manager_version '{13}' --log_collection '{14}'`; export const PAI_LOG_PATH_FORMAT: string = `http://{0}/webhdfs/explorer.html#{1}`;