class WeiboBasicInfoUpdate(object):
def __init__(self,
table_name="CHA_BRANCH_WEIBO_BASIC",
collection_name="WEIBOBASICINFO"):
# phoenix connection
self.p_client = PhoenixHbase(table_name=table_name)
self.connection = self.p_client.connect_to_phoenix()
# Mongo connection
self.m_client = MongoClient(entity_code="CMBCMICROBLOG",
mongo_collection=collection_name)
self.mongo_host = "172.22.69.35"
self.mongo_port = 20000
self.m_client.client = pymongo.MongoClient(host="172.22.69.35",
port=20000,
serverSelectionTimeoutMS=60,
connectTimeoutMS=60,
connect=False)
self.db, self.collection_list = self.m_client.client_to_mongodb()
self.collection = self.m_client.get_check_collection(
db=self.db, collection_list=self.collection_list)
# Log
self.logger = Logger().logger
def get_mongo_column_dict(self, collection, column1, column2):
mon_logger = Logger().logger
try:
mon_logger.info("开始查取数据")
result = collection.aggregate([{
"$project": {
"_id": 0,
column1: 1,
column2: 1
}
}])
return result
except TypeError as e:
mon_logger.error(
"WEIBO_CODE_ 数据查取失败,错误信息为{}, 请检查匹配规则是否正确".format(e))
raise Exception("WEIBO_CODE_ 查取失败, 错误信息为{}".format(e))
finally:
self.m_client.client.close()
def main(self):
mongo_data_list = self.get_mongo_column_dict(
collection=self.collection, column1="WEIBO_CODE_", column2="FANS_")
# update to hbase
result_generator = self.p_client.search_all_from_phoenix(
connection=self.connection, dict_status=True)
while True:
try:
result = result_generator.__next__()
for mongo_data in mongo_data_list:
if mongo_data["WEIBO_CODE_"] == result["WEIBO_CODE_"]:
result["FANS_"] = mongo_data["FANS_"]
break
except StopIteration:
break
self.p_client.upsert_to_phoenix_by_one(connection=self.connection,
data=result)
self.connection.close()
insert_data["TITLE_"] = title
insert_data["BANK_CODE_"] = bank_code
insert_data["TYPE_"] = type_
insert_data["COUNT_"] = count
insert_list.append(insert_data)
if insert_list:
# mysql_client.mysql_table = "cha_network_volume"
mysql_client.insert_to_mysql(connection=mysql_connection, data=insert_list)
mysql_client, mysql_connection = mysql_connect()
p_client = PhoenixHbase(table_name="CHA_BRANCH_NEWS")
connection = p_client.connect_to_phoenix()
# 返回生成器对象
result_generator = p_client.search_all_from_phoenix(connection=connection, dict_status=True)
while True:
try:
result = result_generator.__next__()
count_network_volume(data=result)
# p_client.upsert_to_phoenix_by_one(connection=connection, data=result)
except StopIteration:
break
except Exception as e:
print(e)
continue
connection.close()
class MapBarTransfer(object):
def __init__(self,
table_name="CHA_BRANCH_MAPBAR",
collection_name="mapbar"):
# phoenix connection
self.p_client = PhoenixHbase(table_name=table_name)
self.connection = self.p_client.connect_to_phoenix()
# MongoDB connection
self.m_client = MongoClient(mongo_collection=collection_name,
entity_code="MAPBAR_DEATAIL_BJ")
self.m_client.mongo_host = "172.22.69.35"
self.m_client.mongo_port = 20000
self.m_client.client = pymongo.MongoClient(host="172.22.69.35",
port=20000,
serverSelectionTimeoutMS=60,
connectTimeoutMS=60,
connect=False)
self.db, self.collection_list = self.m_client.client_to_mongodb()
self.collection = self.m_client.get_check_collection(
db=self.db, collection_list=self.collection_list)
# Log
self.logger = Logger().logger
# count
self.count = 0
def main(self):
# # 创建表
# table_sql = (f'create table "{self.p_client.table_name}" ("ID_" varchar primary key,'
# '"C"."BTYPE_" varchar, "C"."TYPE_" varchar, "C"."NAME_" varchar, "C"."UPDATETIME_" varchar,'
# '"C"."ADDRESS_" varchar, "C"."POINAME_" varchar, "C"."PHONE_" varchar, "C"."BUSSTOP_" varchar,'
# '"C"."BUS_" varchar, "C"."URL_" varchar, "C"."DEALTIME_" varchar, "C"."DATETIME_" varchar,'
# '"C"."ENTITY_NAME_" varchar, "C"."ENTITY_CODE_" varchar, "C"."LAT_" varchar, "C"."LNG_" varchar'
# ') IMMUTABLE_ROWS = true')
# self.p_client.create_new_table_phoenix(connection=self.connection, sql=table_sql)
# 获取数据
# mongo_data_list = self.m_client.all_from_mongodb(collection=self.collection)
mongo_data_list = self.m_client.search_from_mongodb(
collection=self.collection,
field_name="DEALTIME_",
field_value={"$gt": "1555136656.0579224"},
data_id="5cb65fac9bb3df61a09c6625")
count = 0
while True:
# 取一条处理
try:
data = mongo_data_list.__next__()
except StopIteration:
break
except pymongo.errors.ServerSelectionTimeoutError:
time.sleep(3)
data = mongo_data_list.__next__()
# 清洗
try:
data["PHONE_"] = data["PHONE_"].replace("无，", "")
u_time_list = re.findall(r"(\d{4}年\d{1,2}月\d{1,2})日",
data["UPDATETIME_"])
if u_time_list:
u_ = u_time_list[0].replace("年", "-")
u_ = u_.replace("月", "-")
u_l = u_.split("-")
if len(u_l[1]) == 1:
u_l[1] = "0" + u_l[1]
if len(u_l[2]) == 1:
u_l[2] = "0" + u_l[2]
data["UPDATETIME_"] = "-".join(u_l)
except Exception as e:
self.logger.exception(f"数据清洗出错, _id: {data['_id']}, error {e}")
continue
# 获取经纬度
try:
if data["ADDRESS_"]:
data["ADDRESS_"] = "".join(data["ADDRESS_"].split("|")[1:])
location_result = get_lat_lng(address=data["ADDRESS_"])
if location_result["status"] == 0:
data["LNG_"] = str(
location_result["result"]["location"]["lng"])
data["LAT_"] = str(
location_result["result"]["location"]["lat"])
else:
self.logger.warning(f"_id: {data['_id']} 获取经纬度失败")
else:
continue
except Exception as e:
self.logger.exception(
f"_id: {data['_id']} 获取经纬度失败, error: {e}")
continue
# upsert to HBase
try:
re_data = self.__check_lat(data=data)
# 向 HBase 中插入一条
self.p_client.upsert_to_phoenix_by_one(
connection=self.connection, data=re_data)
count += 1
if count % 100 == 0:
self.logger.info(
f"HBase 插入成功, _id: {data['_id']}, 成功条数 {count}")
except Exception as e:
self.logger.exception(
f"HBase 插入失败, _id: {data['_id']}, error: {e}")
continue
# 关闭 MongoDB cursor
mongo_data_list.close()
self.logger.info(
f"collection: {self.m_client.mongo_collection} 的数据清洗完毕, 成功条数共计: {count} 条"
)
def check_lat(self):
# # 删除表
# self.p_client.drop_table_phoenix(connection=self.connection, table_name="CHA_BRANCH_MAPBAR")
#
# table_sql = (f'create table "CHA_BRANCH_MAPBAR" ("ID_" varchar primary key,'
# '"C"."BTYPE_" varchar, "C"."TYPE_" varchar, "C"."NAME_" varchar, "C"."UPDATETIME_" varchar,'
# '"C"."ADDRESS_" varchar, "C"."POINAME_" varchar, "C"."PHONE_" varchar, "C"."BUSSTOP_" varchar,'
# '"C"."BUS_" varchar, "C"."URL_" varchar, "C"."DEALTIME_" varchar, "C"."DATETIME_" varchar,'
# '"C"."ENTITY_NAME_" varchar, "C"."ENTITY_CODE_" varchar, "C"."LAT_" varchar, "C"."LNG_" varchar,'
# '"C"."CHECK_LAT_" varchar, "C"."CHECK_LNG_" varchar'
# ') IMMUTABLE_ROWS = true')
# self.p_client.create_new_table_phoenix(connection=self.connection, sql=table_sql)
self.p_client.table_name = "FANSILE"
data_cursor = self.p_client.search_all_from_phoenix(
connection=self.connection, dict_status=True)
self.p_client.table_name = "CHA_BRANCH_MAPBAR"
while True:
try:
data = data_cursor.__next__()
# del data["('C', 'CHECK_LNG_')"]
# if not data["LAT_"]:
# self.p_client.upsert_to_phoenix_by_one(connection=self.connection, data=data)
# continue
# if 30.7083860773 < float(data["LAT_"]) < 31.8739003864:
# pass
# else:
# self.logger.warning(f"错误 _id: {data['ID_']}, 经纬度: {data['LAT_']},{data['LNG_']}")
# data["CHECK_LAT_"] = data["LAT_"]
# data["CHECK_LNG_"] = data["LNG_"]
# data["LAT_"] = ""
# data["LNG_"] = ""
#
# self.p_client.upsert_to_phoenix_by_one(connection=self.connection, data=data)
# continue
# if 120.8778122800 < float(data["LNG_"]) < 122.1248433443:
# self.p_client.upsert_to_phoenix_by_one(connection=self.connection, data=data)
# continue
# else:
# self.logger.warning(f"错误 _id: {data['ID_']}, 经纬度: {data['LAT_']},{data['LNG_']}")
# data["CHECK_LAT_"] = data["LAT_"]
# data["CHECK_LNG_"] = data["LNG_"]
# data["LAT_"] = ""
# data["LNG_"] = ""
# self.p_client.upsert_to_phoenix_by_one(connection=self.connection, data=data)
# continue
self.p_client.upsert_to_phoenix_by_one(
connection=self.connection, data=data)
self.count += 1
if self.count % 100 == 0:
self.logger.info(
f"HBase 插入成功, _id: {data['_id']}, 成功条数 {self.count} 条")
except StopIteration:
break
def __check_lat(self, data):
if "LAT_" not in data:
return data
# 上海
# if 30.7083860773 < float(data["LAT_"]) < 31.8739003864:
# 北京
if 39.4498800000 < float(data["LAT_"]) < 41.1684980000:
pass
else:
self.logger.warning(
f"错误 _id: {data['_id']}, 经纬度: {data['LAT_']},{data['LNG_']}")
data["CHECK_LAT_"] = data["LAT_"]
data["CHECK_LNG_"] = data["LNG_"]
data["LAT_"] = ""
data["LNG_"] = ""
return data
# 上海
# if 120.8778122800 < float(data["LNG_"]) < 122.1248433443:
# 北京
if 115.4534230000 < float(data["LNG_"]) < 117.5461160000:
return data
else:
self.logger.warning(
f"错误 _id: {data['_id']}, 经纬度: {data['LAT_']},{data['LNG_']}")
data["CHECK_LAT_"] = data["LAT_"]
data["CHECK_LNG_"] = data["LNG_"]
data["LAT_"] = ""
data["LNG_"] = ""
return data