#!/usr/bin/python # Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ module for launching cluster job """ import os import argparse import socket import copy import time import signal from fabric.api import run, put, settings, env, prefix from fabric.tasks import execute #configuration for cluster import conf def refine_unknown_args(cmd_args): ''' refine unknown parameters to handle some special parameters ''' new_args = [] for arg in cmd_args: if arg.startswith("--") and arg.find("=") != -1: equal_pos = arg.find("=") #find first = pos arglist = list(arg) arglist[equal_pos] = " " arg = "".join(arglist) arg = arg.lstrip("-") new_args += arg.split(" ") elif arg.startswith("--") and arg.find("=") == -1: arg = arg.lstrip("-") new_args.append(arg) else: new_args.append(arg) return new_args def kill_process(): ''' kill comments threads ''' run("ps aux \ | grep paddle_process_by_paddle \ | grep -v grep \ | awk '{print $2}' \ | xargs kill > /dev/null 2>&1") def job_prepare(jobdir, data=None): ''' prepare job related workspace data Assuming you already installed PaddlePaddle in all nodes which means PaddlePaddle related bins and dependencies libraries. Assuming the train/test data have already been installed. This function just prepare all related model and other resources needed at runtime. ''' def job_create_workspace(jobdir, data=None): ''' prepare job workspace, common file, etc. ''' log = os.path.join(jobdir, "log") if data is not None: #create job dir run('rm ' + jobdir + ' -fr && ' + 'mkdir -p ' + jobdir) #push data and paddle bin