generate_ts_config.py

# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.

import sys
import glob
import argparse
from utils import get_yml_content, dump_yml_content

TRAINING_SERVICE_FILE = 'training_service.yml'

def update_training_service_config(args):
    config = get_yml_content(TRAINING_SERVICE_FILE)
    if args.nni_manager_ip is not None:
        config[args.ts]['nniManagerIp'] = args.nni_manager_ip
    if args.ts == 'pai':
        if args.pai_user is not None:
            config[args.ts]['paiYarnConfig']['userName'] = args.pai_user
        if args.pai_pwd is not None:
            config[args.ts]['paiYarnConfig']['passWord'] = args.pai_pwd
        if args.pai_host is not None:
            config[args.ts]['paiYarnConfig']['host'] = args.pai_host
        if args.nni_docker_image is not None:
            config[args.ts]['trial']['image'] = args.nni_docker_image
        if args.data_dir is not None:
            config[args.ts]['trial']['dataDir'] = args.data_dir
        if args.output_dir is not None:
            config[args.ts]['trial']['outputDir'] = args.output_dir
        if args.vc is not None:
            config[args.ts]['trial']['virtualCluster'] = args.vc
    elif args.ts == 'kubeflow':
        if args.nfs_server is not None:
            config[args.ts]['kubeflowConfig']['nfs']['server'] = args.nfs_server
        if args.nfs_path is not None:
            config[args.ts]['kubeflowConfig']['nfs']['path'] = args.nfs_path
        if args.keyvault_vaultname is not None:
            config[args.ts]['kubeflowConfig']['keyVault']['vaultName'] = args.keyvault_vaultname
        if args.keyvault_name is not None:
            config[args.ts]['kubeflowConfig']['keyVault']['name'] = args.keyvault_name
        if args.azs_account is not None:
            config[args.ts]['kubeflowConfig']['azureStorage']['accountName'] = args.azs_account
        if args.azs_share is not None:
            config[args.ts]['kubeflowConfig']['azureStorage']['azureShare'] = args.azs_share
        if args.nni_docker_image is not None:
            config[args.ts]['trial']['worker']['image'] = args.nni_docker_image
    elif args.ts == 'frameworkcontroller':
        if args.nfs_server is not None:
            config[args.ts]['frameworkcontrollerConfig']['nfs']['server'] = args.nfs_server
        if args.nfs_path is not None:
            config[args.ts]['frameworkcontrollerConfig']['nfs']['path'] = args.nfs_path
        if args.keyvault_vaultname is not None:
            config[args.ts]['frameworkcontrollerConfig']['keyVault']['vaultName'] = args.keyvault_vaultname
        if args.keyvault_name is not None:
            config[args.ts]['frameworkcontrollerConfig']['keyVault']['name'] = args.keyvault_name
        if args.azs_account is not None:
            config[args.ts]['frameworkcontrollerConfig']['azureStorage']['accountName'] = args.azs_account
        if args.azs_share is not None:
            config[args.ts]['frameworkcontrollerConfig']['azureStorage']['azureShare'] = args.azs_share
        if args.nni_docker_image is not None:
            config[args.ts]['trial']['taskRoles'][0]['image'] = args.nni_docker_image
    elif args.ts == 'remote':
        if args.remote_user is not None:
            config[args.ts]['machineList'][0]['username'] = args.remote_user
        if args.remote_host is not None:
            config[args.ts]['machineList'][0]['ip'] = args.remote_host
        if args.remote_port is not None:
            config[args.ts]['machineList'][0]['port'] = args.remote_port
        if args.remote_pwd is not None:
            config[args.ts]['machineList'][0]['passwd'] = args.remote_pwd

    dump_yml_content(TRAINING_SERVICE_FILE, config)

def convert_command():
    '''convert command by platform'''
    if sys.platform != 'win32':
        return None
    config_files = glob.glob('./**/*.yml') + glob.glob('./**/**/*.yml')
    for config_file in config_files:
        print('processing {}'.format(config_file))
        yml_content = get_yml_content(config_file)
        if yml_content.get('trial'):
            if yml_content['trial'].get('command'):
                yml_content['trial']['command'] = yml_content['trial']['command'].replace('python3', 'python')
                dump_yml_content(config_file, yml_content)

if __name__ == '__main__':
    parser = argparse.ArgumentParser()
    parser.add_argument("--ts", type=str, choices=['pai', 'kubeflow', 'remote', 'local', 'frameworkcontroller'], default='pai')
    parser.add_argument("--nni_docker_image", type=str)
    parser.add_argument("--nni_manager_ip", type=str)
    # args for PAI
    parser.add_argument("--pai_user", type=str)
    parser.add_argument("--pai_pwd", type=str)
    parser.add_argument("--pai_host", type=str)
    parser.add_argument("--data_dir", type=str)
    parser.add_argument("--output_dir", type=str)
    parser.add_argument("--vc", type=str)
    # args for kubeflow and frameworkController
    parser.add_argument("--nfs_server", type=str)
    parser.add_argument("--nfs_path", type=str)
    parser.add_argument("--keyvault_vaultname", type=str)
    parser.add_argument("--keyvault_name", type=str)
    parser.add_argument("--azs_account", type=str)
    parser.add_argument("--azs_share", type=str)
    # args for remote
    parser.add_argument("--remote_user", type=str)
    parser.add_argument("--remote_pwd", type=str)
    parser.add_argument("--remote_host", type=str)
    parser.add_argument("--remote_port", type=int)
    args = parser.parse_args()

    update_training_service_config(args)
    if args.ts == 'local':
        convert_command()