# coding=utf-8
import math
import matplotlib.pyplot as plt
from process.main_process import get_limit_taobao_comments
from utils.belief_propagation_utils.node_vec_utils.fea_partition import divide_fea_rates
from utils.node_vec_utils.vec_building_utils import SentenceNode
__author__ = 'jayvee'
if __name__ == '__main__':
json_comments = get_limit_taobao_comments(1000,
'/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/北通阿修罗SE版USB双震动XBOX360架构PS3安卓PC电脑游戏手柄-1410934375464.txt',
is_datetime=True)
json_comments.extend(get_limit_taobao_comments(1000,
'/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/包邮大学生宿舍床头置物架寝室置物架上铺必备挂篮收纳神器-1411148210639.txt',
is_datetime=True))
json_comments.extend(get_limit_taobao_comments(10000,
'/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/特价Apple苹果iPhone5c苹果手机港版美V版三网电信移动4G无锁-1411017234827.txt',
is_datetime=True))
json_comments.extend(get_limit_taobao_comments(10000,
'/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/飞利浦核心技术佰益莱空气净化器家用除甲醛pm2.5离子杀菌除烟尘-1411211340771.txt',
is_datetime=True))
# open('../data/trainset/shenqi.json', 'w').write(json.dumps(json_comments, ensure_ascii=False))
# for i in json_comments:
# print i
# sm = cal_similarity_matrix(json_comments,
# output_path='/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/visualization/flask_app/'
# 'static/trainset-taobao-shenqi-0.5-0.3-100-soft.json',
# sim_rate=0.5,
self.var_node_list[node_index].px_tuple = [1 - px, px]
for i in xrange(10):
# iter 10 times
for node in self.var_node_list:
for nei_node in node.neighbors:
node.cal_m_ij(nei_node, self.sim_matrix[node.node_id][nei_node.node_id])
# update
for node in self.var_node_list:
node.on_update()
node.cal_bx()
return self.var_node_list
if __name__ == '__main__':
json_comments = get_limit_taobao_comments(50,
'/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/北通阿修罗SE版USB双震动XBOX360架构PS3安卓PC电脑游戏手柄-1410934375464.txt',
is_datetime=True)
# json_comments.extend(get_limit_taobao_comments(1000,
# '/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/包邮大学生宿舍床头置物架寝室置物架上铺必备挂篮收纳神器-1411148210639.txt',
# is_datetime=True))
# json_comments.extend(get_limit_taobao_comments(10000,
# '/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/特价Apple苹果iPhone5c苹果手机港版美V版三网电信移动4G无锁-1411017234827.txt',
# is_datetime=True))
# json_comments.extend(get_limit_taobao_comments(10000,
# '/Users/jayvee/github_project/shcolarship/OpinionRankProject/python/data/飞利浦核心技术佰益莱空气净化器家用除甲醛pm2.5离子杀菌除烟尘-1411211340771.txt',
# is_datetime=True))
sent_node_fea_list = []
sent_node_vec_list = []
sent_node_belief_list = []
sent_list = []
verb_list = []
