def load_subject_weibo_data():
"""加载客观微博数据
"""
# topicname = u'外滩踩踏-微博'
# topicname = u'呼格案-微博'
# topicname = u'复旦投毒案-微博'
topicname = u'APEC-微博'
em = EventManager()
topicid = em.getEventIDByName(topicname)
event = Event(topicid)
# f = open('caitai.jl')
# f = open('huge.jl')
# f = open('fudan.jl')
f = open('apec.jl')
for line in f:
item = json.loads(line.strip())
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if not item['subject']:
news = subject_weibo2news(item)
event.saveItem(news)
f.close()
def load_subject_weibo_data():
"""加载客观微博数据
"""
# topicname = u'外滩踩踏-微博'
# topicname = u'呼格案-微博'
# topicname = u'复旦投毒案-微博'
topicname = u'APEC-微博'
em = EventManager()
topicid = em.getEventIDByName(topicname)
event = Event(topicid)
# f = open('caitai.jl')
# f = open('huge.jl')
# f = open('fudan.jl')
f = open('apec.jl')
for line in f:
item = json.loads(line.strip())
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if not item['subject']:
news = subject_weibo2news(item)
event.saveItem(news)
f.close()
def one_topic_clear(topicname_start):
topicname, start_datetime = topicname_start
em = EventManager()
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def one_topic_clear(topicname_start):
topicname, start_datetime = topicname_start
em = EventManager()
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def initializeNewsTopic():
"""初始化新闻话题
"""
em = EventManager()
topicname = u'外滩踩踏'
start_datetime = "2015-01-02 00:00:00"
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def initializeNewsTopic():
"""初始化新闻话题
"""
em = EventManager()
topicname = u'外滩踩踏'
start_datetime = "2015-01-02 00:00:00"
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def initializeWeiboTopic():
"""初始化weibo话题
"""
em = EventManager()
# topicname = u'外滩踩踏-微博'
# start_datetime = "2015-01-02 00:00:00"
# topicname = u'呼格案-微博'
# start_datetime = "2014-12-14 00:00:00"
# topicname = u'复旦投毒案-微博'
# start_datetime = "2014-12-15 00:00:00"
topicname = u'APEC-微博'
start_datetime = "2014-12-15 00:00:00"
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def initializeWeiboTopic():
"""初始化weibo话题
"""
em = EventManager()
# topicname = u'外滩踩踏-微博'
# start_datetime = "2015-01-02 00:00:00"
# topicname = u'呼格案-微博'
# start_datetime = "2014-12-14 00:00:00"
# topicname = u'复旦投毒案-微博'
# start_datetime = "2014-12-15 00:00:00"
topicname = u'APEC-微博'
start_datetime = "2014-12-15 00:00:00"
topicid = em.getEventIDByName(topicname)
start_ts = datetime2ts(start_datetime)
event = Event(topicid)
event.initialize(start_ts)
def load_object_weibo_data():
"""加载主观微博数据
"""
# topicname = u'外滩踩踏-微博'
# topicname = u'呼格案-微博'
# topicname = u'复旦投毒案-微博'
# topicname = u'APEC-微博'
# topicname = u'高校宣传思想工作-微博'
topicname = u'张灵甫遗骨被埋羊圈-微博'
em = EventManager()
topicid = em.getEventIDByName(topicname)
print topicid
eventcomment = EventComments(topicid)
# f = open('caitai.jl')
# f = open('huge.jl')
# f = open('fudan.jl')
# f = open('apec.jl')
# f = open('items_qiushi.jl')
f = open('items_zhang.jl')
for line in f:
item = json.loads(line.strip())
if 'mid' in item:
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if item['subject']:
comment = api_object_weibo2comment(item)
eventcomment.saveItem(comment)
"""
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if item['subject']:
weibo = object_weibo2comment(item)
eventcomment.saveItem(weibo)
"""
f.close()
def load_object_weibo_data():
"""加载主观微博数据
"""
# topicname = u'外滩踩踏-微博'
# topicname = u'呼格案-微博'
# topicname = u'复旦投毒案-微博'
# topicname = u'APEC-微博'
# topicname = u'高校宣传思想工作-微博'
topicname = u'张灵甫遗骨被埋羊圈-微博'
em = EventManager()
topicid = em.getEventIDByName(topicname)
print topicid
eventcomment = EventComments(topicid)
# f = open('caitai.jl')
# f = open('huge.jl')
# f = open('fudan.jl')
# f = open('apec.jl')
# f = open('items_qiushi.jl')
f = open('items_zhang.jl')
for line in f:
item = json.loads(line.strip())
if 'mid' in item:
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if item['subject']:
comment = api_object_weibo2comment(item)
eventcomment.saveItem(comment)
"""
item['text'] = item['text'].encode('utf-8')
item = subob_classifier(item)
if item['subject']:
weibo = object_weibo2comment(item)
eventcomment.saveItem(weibo)
"""
f.close()
from case.time_utils import ts2datetime, ts2date
from xapian_case.xapian_backend import XapianSearch
from xapian_case.utils import cut, load_scws
from case.dynamic_xapian_weibo import getXapianWeiboByTopic
from case.global_config import XAPIAN_USER_DATA_PATH
from case.Database import Event, EventManager
from case.topic_manage import topics_name_start_end
from flask import Blueprint, url_for, render_template, request, abort, flash, session, redirect, make_response
scws = load_scws()
mod = Blueprint('case', __name__, url_prefix='/index')
xapian_search_weibo = getXapianWeiboByTopic()
em = EventManager()
def acquire_user_by_id(uid):
user_search = XapianSearch(path=XAPIAN_USER_DATA_PATH,
name='master_timeline_user',
schema_version=1)
result = user_search.search_by_id(int(uid),
fields=[
'name', 'location',
'followers_count', 'friends_count',
'profile_image_url'
])
user = {}
if result:
top_tfidf_para=10,
top_percent=0.3)
for res_id, mer_id in mids:
# 将mer_id下的文本扔入res_id下的簇，remove mer_id的簇，同时重新计算各簇的特征词, 并计算文本权重, 并去重
temp_infos = event.get_subevent_infos(mer_id)
for r in temp_infos:
news = News(r["_id"], event.id)
news.update_news_subeventid(res_id)
event.remove_subevents([mer_id])
if __name__ == '__main__':
em = EventManager()
event_ids_list = []
# 获取做初始聚类的话题
initial_event_ids = em.getInitializingEventIDs()
event_ids_list.extend([(id, True) for id in initial_event_ids])
# 获取已做完初始聚类的活跃话题
active_event_ids = em.checkActive()
event_ids_list.extend([(id, False) for id in active_event_ids])
# map并行计算
pool = Pool()
pool.map(one_topic_merge, event_ids_list)
pool.close()
pool.join()
event.setModifysuccess(True) # 更新事件的modify_success为True
except Exception, e:
# 如果做计算时出错，更新last_modify, 并将modify_success设置为False
print '[Error]: ', e
event.setLastmodify(timestamp)
event.setModifysuccess(False)
if __name__ == '__main__':
from bson.objectid import ObjectId
# running_ids = [ObjectId("54c4df61d8b487851c2434f6"), ObjectId("54c34b3d2253270fd4dd5598"), \
# running_ids = [ObjectId("54c5105fd8b487851c2434f7"), ObjectId("54c59c19d8b487851c2434f8")]
running_ids = [ObjectId("54cb0b472253277627a8ac43")]
# running_ids = [ObjectId("54cb259e2253277bca996516")]
em = EventManager()
event_ids_list = []
# 获取做初始聚类的话题
initial_event_ids = em.getInitializingEventIDs()
event_ids_list.extend([(id, True) for id in initial_event_ids if id in running_ids])
# 获取已做完初始聚类的活跃话题
active_event_ids = em.checkActive()
event_ids_list.extend([(id, False) for id in active_event_ids if id in running_ids])
# map并行计算
pool = Pool()
pool.map(one_topic_calculation, event_ids_list)
pool.close()
pool.join()
#-*-coding=utf-8-*-
# User: linhaobuaa
# Date: 2015-01-02 12:00:00
# Version: 0.1.0
"""处理演化过程中出错的话题
"""
from Database import EventManager, Event
from run import one_topic_calculation
def handle_error(eventid):
"""
"""
event = Event(eventid)
last_modify = event.getLastmodify()
event.setLastmodify(last_modify - 3600)
event.setModifysuccess(True)
# one_topic_calculation((eventid, False))
if __name__ == '__main__':
em = EventManager()
# event_ids_list = em.getFalseEventIDs()
event_ids_list = em.getAllEventIDs()
map(handle_error, event_ids_list)