def syns_data(startTimeStr):
# 将数据同步到es中
try:
mongoDB = MongoDBConnection("articles_testN")
logging.info("[sysn_data] startTimeStr:" + startTimeStr)
endTime = datetime.datetime.now()
endTimeStr = endTime.strftime('%Y-%m-%d')
curTime = datetime.datetime.strptime(startTimeStr, "%Y-%m-%d")
print "startTime:", curTime
print "endTime", endTimeStr
es = ES()
while curTime <= endTime:
curTimeStr = curTime.strftime('%Y-%m-%d')
coll = mongoDB.dbConnection()
logging.info("[sysn_data] ** time: " + curTimeStr)
print "****** time:", curTimeStr
data_list = coll.find({'article_publish_time': curTimeStr},
no_cursor_timeout=True)
mongoDB.dbClose()
for one_data in data_list:
url = "http://localhost:9200/news_spider_db/articles_testN/" + str(
one_data["_id"])
print one_data["_id"]
one_data.pop("_id")
result = es.put(url, one_data)
print result
curTime = curTime + datetime.timedelta(days=1)
except BaseException, e:
logging.error(e)
class UserDAO(object):
def __init__(self):
self.mongoDB = MongoDBConnection('user')
def addUser(self, user):
try:
information = {
"username": user.username,
"password": user.password,
"role": user.role
}
coll = self.mongoDB.dbConnection()
coll.insert(information)
self.mongoDB.dbClose()
return True
except:
return False
def isexist(self, user):
coll = self.mongoDB.dbConnection()
query_result = coll.find_one({"username": user.username})
self.mongoDB.dbClose()
if query_result:
return True
else:
return False
def login(self, user):
coll = self.mongoDB.dbConnection()
query_result = coll.find_one({
"username": user.username,
'password': user.password
})
print query_result
self.mongoDB.dbClose()
if query_result:
query_result['_id'] = str(query_result['_id'])
return query_result
else:
return None
def userlist(self):
coll = self.mongoDB.dbConnection()
query_result = coll.find()
self.mongoDB.dbClose()
userList = []
for item in query_result:
item['_id'] = str(item['_id'])
item['id'] = item['_id']
#print item
userList.append(item)
return userList
def deluser(self, userId):
coll = self.mongoDB.dbConnection()
query_result = coll.remove({"_id": ObjectId(userId)})
self.mongoDB.dbClose()
return True
class DataUtil(object):
def __init__(self, label):
self.mongoDB = MongoDBConnection(label)
def filter_data(self, data_list, label):
new_datalist = []
for data in data_list:
newdata = {}
newdata["processed_content"] = self.del_unknowIndex(
data['processed_content'])
newdata["processed_title"] = self.del_unknowIndex(
data['processed_title'])
newdata["label"] = label
new_datalist.append(newdata)
return new_datalist
def del_unknowIndex(self, enum):
#过滤unknow的值
news_list = []
for x in enum:
if x != 511001:
news_list.append(x)
return news_list
def get_data(self):
#获取所有的正例和负例
try:
logging.info("get_data()")
coll = self.mongoDB.dbConnection()
positive_data = coll.find({
'article_label': 1,
'article_label_state': {
'$gte': 1
}
})
pos_data = self.filter_data(positive_data, 1)
pos_length = len(pos_data)
logging.info("pos_length=[" + str(pos_length) + ']')
print "positive data num:", pos_length
if pos_length == 0:
return []
negative_data = coll.find({
'article_label': 0,
'article_label_state': {
'$gte': 1
}
}).limit(pos_length)
neg_data = self.filter_data(negative_data, 0)
self.mongoDB.dbClose()
data = {}
data['pos'] = pos_data
data['neg'] = neg_data
return data
except BaseException, e:
logging.error(e)
return {}
class ArticleDAO(object):
def __init__(self, label):
self.mongoDB = MongoDBConnection(label)
def article_search_list(self, search_condition):
try:
article_source = search_condition['article_source']
article_db = search_condition['article_db']
article_label_state = search_condition['article_label_state']
startTime = search_condition['startTime']
endTime = search_condition['endTime']
current_page = search_condition['current_page']
page_size = search_condition['page_size']
coll = self.mongoDB.dbConnection()
condition = {
"article_label_state": article_label_state,
'article_publish_time': {
'$gte': startTime,
'$lte': endTime
}
}
if len(article_source) != 0:
# 如果列表长度为0则查询所有网站新闻
condition['article_source'] = {'$in': article_source}
if article_db == 1:
condition['is_repeate'] = 0
if search_condition.has_key("update_student"):
condition['update_student'] = search_condition[
'update_student']
result = coll.find(condition).skip(page_size *
current_page).limit(page_size)
self.mongoDB.dbClose()
article_list = []
for article in result:
article['_id'] = str(article['_id'])
article['id'] = article['_id']
article.pop('article_discuss')
article.pop('processed_content')
article.pop('processed_title')
article.pop('article_attend_number')
article.pop('article_discuss_number')
article.pop('article_discuss')
article['article_content'] = self._remove_htmlTags(
article['article_content'])
article['article_content'] = article['article_content'][0:240]
article_list.append(article)
return article_list
except BaseException, e:
logging.error(e)
return None
class TagsDAO(object):
def __init__(self):
self.mongoDB = MongoDBConnection('articles_tags')
pass
def addTag(self, tag):
try:
if self.find(tag):
return True
information = {"tag": tag}
coll = self.mongoDB.dbConnection()
coll.insert(information)
self.mongoDB.dbClose()
return True
except BaseException, e:
logging.error(e)
return False
class SystemSetting:
def __init__(self):
self.mongoDB = MongoDBConnection("system_setting")
def lock_model_training(self):
# 模型训练的时候锁住，防止多次触发模型训练，导致内存、cpu占用过高
try:
coll = self.mongoDB.dbConnection()
result = coll.find_one({"key":"classifier_model_training_lock" })
if result is None:
coll.insert({"key":"classifier_model_training_lock", "value":True})
else:
coll.update({"key":"classifier_model_training_lock"}, \
{"$set":{"value":True}})
self.mongoDB.dbClose()
return True
except BaseException, e:
logging.error(e)
return False
class ArticleDAO(object):
def __init__(self, label):
self.mongoDB = MongoDBConnection(label)
def article_search_list(self, search_condition):
try:
logging.info("article_search_list()")
article_source = search_condition['article_source']
article_db = search_condition['article_db']
article_label_state = search_condition['article_label_state']
startTime = search_condition['startTime']
endTime = search_condition['endTime']
current_page = search_condition['current_page']
page_size = search_condition['page_size']
article_label = search_condition['article_label']
timerange_check = search_condition["timerange_check"]
search_type = search_condition["search_type"]
tags = search_condition["tags"]
coll = self.mongoDB.dbConnection()
condition = {}
if search_type == "filter_search":
if timerange_check == 1:
condition['article_publish_time'] = {
'$gte': startTime,
'$lte': endTime
}
if len(article_label_state) != 0:
condition['article_label_state'] = {
'$in': article_label_state
}
if len(article_label) != 0:
condition["article_label"] = {'$in': article_label}
if len(article_source) != 0:
# 如果列表长度为0则查询所有网站新闻
condition['article_source'] = {'$in': article_source}
if len(tags) != 0:
orlist = []
for tag in tags:
orlist.append({"tags": tag.strip()})
condition['$or'] = orlist
if article_db == 1:
condition['is_repeate'] = 0
if search_condition.has_key("update_student"):
condition['update_student'] = search_condition[
'update_student']
print "mongodb condition:", condition
result = coll.find(condition).skip(page_size *
current_page).limit(page_size)
self.mongoDB.dbClose()
article_list = []
for article in result:
article['_id'] = str(article['_id'])
article['id'] = article['_id']
article['article_content'] = self._remove_htmlTags(
article['article_content'])
article['article_content'] = article['article_content'][0:240]
article_list.append(article)
return article_list
except BaseException, e:
print e
print traceback.print_exc()
logging.error(e)
return []