def __init__(self, parameter_dict, path = ''):
self.parameter_dict = parameter_dict
if not path:
path = parameter_dict['input']['raw_data_path']
file_name = parameter_dict['input']['raw_data_file_name']
feature_choice_list = parameter_dict['input']['feature_choice_str'].split(',')
#LOGGING
if (not path) and (not file_name):
logger1.error("Parameter error, no file name and path!!")
sys.exit(0)
elif not path:
path_now = path = os.path.abspath(__file__)
folder_path = get_upper_folder_path(2, path_now)
folder_path = os.path.join(folder_path, 'data')
path = os.path.join(folder_path, file_name)
self.path = path
# testing_path, if not customize file_path, assign the training path to testing path
self.testing_file_path =parameter_dict['testing']['raw_data_file_path']
self.testing_file_path = self.path
self.feature_choice_list = [int(x) for x in feature_choice_list]
self.raw_data_dict = parameter_dict['input']['raw_data_dict']
# set a span of the training date
self.restrict_training_date = parameter_dict['input']['restrict_training_date']
if self.restrict_training_date:
self.training_date_start = parameter_dict['input']['training_date_start']
self.training_date_end = parameter_dict['input']['training_date_end']
def get_upper_folder_path(num, path=''):
if not path:
path = os.path.dirname(os.path.abspath(__file__))
else:
path = os.path.dirname(path)
num -= 1
if num > 0:
return get_upper_folder_path(num, path=path)
else:
return path
def get_upper_folder_path(num, path=''):
if not path:
path = os.path.dirname(os.path.abspath(__file__))
else:
path = os.path.dirname(path)
num -= 1
if num > 0:
return get_upper_folder_path(num, path=path)
else:
return path
import sys
import os
parent_folder = get_upper_folder_path(1)
sys.path.append(os.path.join(parent_folder, 'pjslib'))
sys.path.append(os.path.join(parent_folder))
# import from pjslib
from general import get_upper_folder_path
from general import accepts
from logger import logger1, logger_bg, logger_s
#================================================
import os
import sys
import re
import json
import collections
import random
from solution import Solution