#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : qichun tang
# @Contact : qichun.tang@bupt.edu.cn
import time
[文档]class Datum(object):
def __init__(self, config, config_info, results=None, timestamps=None, exceptions=None, status='QUEUED', budget=0):
self.config = config
self.config_info = config_info
self.results = results if not results is None else {}
self.timestamps = timestamps if not timestamps is None else {}
self.exceptions = exceptions if not exceptions is None else {}
self.status = status
self.budget = budget
def __repr__(self):
return ( \
"\nconfig:{}\n".format(self.config) + \
"config_info:\n{}\n".format(self.config_info) + \
"losses:\n"
'\t'.join(["{}: {}\t".format(k, v['loss']) for k, v in self.results.items()]) + \
"time stamps: {}".format(self.timestamps)
)
[文档]class Job(object):
def __init__(self, id, **kwargs):
self.id = id
self.kwargs = kwargs
self.timestamps = {}
self.result = None
self.exception = None
self.worker_name = None
[文档] def time_it(self, which_time):
self.timestamps[which_time] = time.time()
def __repr__(self):
return(\
"job_id: " +str(self.id) + "\n" + \
"kwargs: " + str(self.kwargs) + "\n" + \
"result: " + str(self.result)+ "\n" +\
"exception: "+ str(self.exception) + "\n"
)
