def run(self):
count = 0
# # 创建 Phoenix 对象-注意表格名字
p_client = PhoenixHbase(table_name="FUND")
p_client.verify_list = self.verify_list
# # 连接 Phoenix
connection = p_client.connect_to_phoenix()
# 创建 MongoDB 查询数据库对象
m_client = MongoClient(mongo_collection="JSFUND_CCBDATA")
db, collection_list = m_client.client_to_mongodb()
collection = m_client.get_check_collection(
db=db, collection_list=collection_list)
#查询省市区的编码列表
# script = GenericScript(entity_code="ICBCFUND", entity_type="JSFUND_CCBDATA")
# province_list, city_list, area_list, dir_area_list = script.area_from_mysql()
list_SUBS_STATUS = self.dict_from_mysql("FUND_SUBS_STATUS")
list_TYPE = self.dict_from_mysql("FUND_TYPE")
# # 删除表
# p_client.drop_table_phoenix(connection=connection)
# # 基金表创建语句
# sql = ('create table "FUND" ("ID_" varchar primary key,"C"."ENTITY_CODE_" varchar,"C"."AREA_CODE_" varchar,'
# '"C"."BANK_CODE_" varchar,"C"."BANK_NAME_" varchar,"C"."UNIT_CODE_" varchar,"C"."PERIOD_CODE_" varchar,"C"."REMARK_" varchar,'
# '"C"."CREATE_TIME_" varchar,"C"."UPDATE_TIME_" varchar,"C"."STATUS_" varchar,"C"."CODE_" varchar,"C"."NAME_" varchar,'
# '"C"."FUND_OLD_VALUE_" varchar,"C"."TOTAL_OLD_VALUE_" varchar,"C"."FUND_NEW_VALUE_" varchar,"C"."TOTAL_NEW_VALUE_" varchar,'
# '"C"."INVEST_PERIOD_" varchar,"C"."DAILY_RATE_" varchar,"C"."YEAR_REWARD_" varchar,"C"."SUBS_STATUS_" varchar,'
# '"C"."ATONEM_STATUS_" varchar,"C"."TYPE_" varchar,"C"."NEWEST_VALUE_" varchar,"C"."TOTAL_VALUE_" varchar,'
# '"C"."POPULARITY_" varchar,"C"."RATING_" varchar,"C"."ENTITY_NAME_" varchar,"C"."OLD_VALUE_" varchar,'
# '"C"."UNIT_VALUE_" varchar,"C"."SCALE_" varchar,"C"."ESTABLISH_DATE_" varchar,"C"."RISK_LEVEL_" varchar,'
# '"C"."BASE_INFO_" varchar,"C"."YIELD_" varchar,"C"."INVEST_" varchar,"C"."MONTH_RATE_" varchar,'
# '"C"."QUARTER_RATE_" varchar,"C"."HALF_YEAR_RATE_" varchar,"C"."URL_" varchar,"C"."HISTORY_RATE_" varchar,'
# '"C"."FUND_STATUS_" varchar,"C"."COMPANY_" varchar,"C"."SUBS_STATUS_CODE_" varchar,"C"."TYPE_CODE_" varchar)IMMUTABLE_ROWS = true')
#
# # 创建表
# p_client.create_new_table_phoenix(connection=connection, sql=sql)
# 遍历 ENTITY_CODE_ 列表
# self.code_list = ["ABCORGANIZE"]
for entity_code in self.code_list:
status = False
module_name = __import__(entity_code)
self.logger.info("开始进行 ENTITY_CODE_ {}".format(entity_code))
self.remove_id_list = []
self.copy_mongo_data_list = []
self.branch_code_list = []
try:
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code)
except pymongo.errors.ServerSelectionTimeoutError:
sleep(1)
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code)
# 清洗数据并插入 HBase
if mongo_data_list:
once_count = 0
self.find_count = mongo_data_list.count()
for data in mongo_data_list:
data_id = data["_id"]
copy_data = {}
self.remove_id_list.append(data_id)
try:
del data["_id"]
copy_data = deepcopy(data)
self.copy_mongo_data_list.append(copy_data)
# re_data = module_name.data_shuffle(data_list,province_list, city_list, area_list,list_SUBS_STATUS,list_TYPE)
re_data = module_name.data_shuffle(
data, list_SUBS_STATUS, list_TYPE)
# re_data = module_name.data_shuffle(data_list)
if not re_data:
self.bad_count += 1
continue
except Exception as e:
# except jpype._jexception.SQLExceptionPyRaisable as e:
# except org.apache.phoenix.exception.BatchUpdateExecution as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(copy_data)
self.logger.warning("清洗错误,错误 _id 为{}, {}".format(
data_id, e))
continue
if isinstance(re_data, list):
for list_data in re_data:
# try:
# area_data = self.shuffle_for_area(list_data)
# except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
# self.logger.warning("_id:{} 获取经纬度失败, {}".format(data_id, e))
# continue
# except ValueError:
# pass
# phoenix_HBase 插入数据
if list_data:
try:
count += 1
print(count)
# print(list_data)
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=list_data)
# 导出csv
# pd.DataFrame(area_data).to_csv("E:\\NEWS_CLEAN_\\" + module_name+ ".csv")
once_count += success_count
self.success_count += success_count
self.logger.info(
"HBase 插入成功, 成功条数 {} 条".format(
success_count))
if self.success_count % 50 == 0:
update_count = m_client.update_to_mongodb(
collection=collection,
data_id=self.remove_id_list,
data_dict={"d": 1})
self.remove_count += update_count
self.logger.info("MongoDB 更新成功")
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(copy_data)
self.logger.warning(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
elif isinstance(re_data, dict):
# try:
# area_data = self.shuffle_for_area(re_data)
# except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
# self.logger.warning("_id: {}获取经纬度失败, {}".format(data_id, e))
# continue
# phoenix_HBase 插入数据
if re_data:
try:
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=re_data)
once_count += success_count
self.success_count += success_count
if self.success_count % 100 == 0:
self.logger.info(
"HBase 插入成功, 成功条数 {} 条".format(
self.success_count))
# 添加 {d:1}
if self.success_count % 50 == 0:
update_count = m_client.update_to_mongodb(
collection=collection,
data_id=self.remove_id_list,
data_dict={"d": 1})
self.remove_count += update_count
self.logger.info("MongoDB 更新成功")
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(copy_data)
self.logger.warning(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
if once_count > 0:
status = True
self.logger.info("HBase 插入成功, 成功条数 {}".format(once_count))
else:
continue
# 关闭连接
m_client.client_close()
p_client.close_client_phoenix(connection=connection)
self.logger.info("本次共向 MongoDB 查取数据{}条".format(self.find_count))
self.logger.info("本次共向 HBase 插入数据{}条".format(self.success_count))
self.logger.info("本次共向 MongoDB 删除数据{}条".format(self.remove_count))
self.logger.info("本次共向 MongoDB 插入数据{}条".format(self.old_count))
self.logger.info("本次坏数据共 {} 条".format(self.bad_count))
self.logger.handlers.clear()
def run(self):
# 创建 Phoenix 对象
p_client = PhoenixHbase(table_name="FINPRODUCT_FINASSIST")
p_client.verify_list = self.verify_list
# 连接 Phoenix
connection = p_client.connect_to_phoenix()
# 创建 MongoDB 查询数据库对象
m_client = MongoClient(mongo_collection="FINPRODUCT_FINASSIST")
db, collection_list = m_client.client_to_mongodb()
collection = m_client.get_check_collection(db=db, collection_list=collection_list)
# 创建 MongoDB spider_data_old 数据库对象
# old_client = MongoClient(mongo_collection="FINPRODUCT_FINASSIST")
# 本地测试
# old_client.client = pymongo.MongoClient(host="localhost", port=27017,
# serverSelectionTimeoutMS=60, connectTimeoutMS=60, connect=False)
# old_client.mongo_db = "spider_data_old"
# db_old, collection_list_old = old_client.client_to_mongodb()
# collection_old = db_old["FINPRODUCT_FINASSIST"]
# # 删除表
# p_client.drop_table_phoenix(connection=connection)
# # 表创建语句
# sql = ('create table "FINPRODUCT_FINASSIST" ("ID_" varchar primary key, "C"."ENTITY_CODE_" varchar,'
# '"C"."AREA_CODE_" varchar,"C"."BANK_CODE_" varchar,"C"."BANK_NAME_" varchar,'
# '"C"."UNIT_CODE_" varchar, "C"."PERIOD_CODE_" varchar, "C"."REMARK_" varchar, '
# '"C"."CREATE_TIME_" varchar, "C"."UPDATE_TIME_" varchar, "C"."STATUS_" varchar,'
# '"C"."CODE_" varchar, "C"."NAME_" varchar, "C"."TIME_LIMIT_" varchar,'
# '"C"."YIELD_RATE_" varchar, "C"."BREAKEVEN_" varchar, "C"."START_FUNDS_" varchar,'
# '"C"."INVEST_PERIOD_" varchar, "C"."SALE_DISTRICT_" varchar, "C"."SALE_START_" varchar,'
# '"C"."SALE_END_" varchar, "C"."RISK_LEVEL_" varchar, "C"."REDEMING_MODE_" varchar,'
# '"C"."PRIVATE_BANK_" varchar, "C"."URL_" varchar, "C"."DEALTIME_" varchar, "C"."DATETIME_" varchar,'
# '"C"."ENTITY_NAME_" varchar, "C"."CURRENCY_TYPE_" varchar, "C"."INCREASE_UNIT_" varchar,'
# '"C"."YIELD_START_DATE_" varchar, "C"."YIELD_END_DATE_" varchar, "C"."YIELD_TYPE_" varchar,'
# '"C"."TARGET_" varchar, "C"."PRODUCT_TYPE_" varchar, "C"."YIELD_STATMENT_" varchar,'
# '"C"."INVEST_RANGE_" varchar, "C"."PRE_STOP_" varchar, "C"."RASE_PLAN_" varchar,'
# '"C"."PURCHASE_" varchar, "T"."CONTENT_" varchar, "C"."IMAGE_" varchar) IMMUTABLE_ROWS = true')
#
# # 创建表
# p_client.create_new_table_phoenix(connection=connection, sql=sql)
# 增加列
# p_client.add_column_phoenix(connection=connection, column="IMAGE_")
for entity in ["CHINANETFINANCIAL", "JSFIN_CCBDATA"]:
# for entity in self.entity_list:
status = False
module_name = __import__(entity)
self.logger.info("开始进行 ENTITY_CODE_: {}".format(entity))
self.remove_id_list = []
self.copy_mongo_data_list = []
# find_id = "5c3f118f8d7fee068da6ef53"
find_id = None
try:
if entity == "JSFIN_CCBDATA":
m_client.mongo_collection = "JSFIN_CCBDATA"
collection = m_client.get_check_collection(db=db, collection_list=collection_list)
mongo_data_list = module_name.ScriptCCB.get_data_from_mongo(self=self, m_client=m_client,
collection=collection,
data_id=None)
else:
m_client.mongo_collection = "FINPRODUCT_FINASSIST"
collection = m_client.get_check_collection(db=db, collection_list=collection_list)
mongo_data_list = self.get_data_from_mongo(m_client=m_client,
collection=collection, entity_code=entity,
data_id=find_id)
except pymongo.errors.ServerSelectionTimeoutError:
sleep(1)
if entity == "JSFIN_CCBDATA":
m_client.mongo_collection = "JSFIN_CCBDATA"
mongo_data_list = module_name.ScriptCCB.get_data_from_mongo(self=self, m_client=m_client,
collection=collection,
data_id=None)
else:
m_client.mongo_collection = "FINPRODUCT_FINASSIST"
collection = m_client.get_check_collection(db=db, collection_list=collection_list)
mongo_data_list = self.get_data_from_mongo(m_client=m_client,
collection=collection, entity_code=entity,
data_id=find_id)
# 清洗数据并插入 HBase
if mongo_data_list:
once_count = 0
self.find_count += mongo_data_list.count()
for data in mongo_data_list:
data_id = data["_id"]
copy_data = {}
self.remove_id_list.append(data_id)
try:
del data["_id"]
copy_data = deepcopy(data)
self.copy_mongo_data_list.append(copy_data)
if entity == "CHINANETFINANCIAL":
re_data = module_name.data_shuffle(data=data, sales_status=self.sales_status,
produc_category=self.produc_category,
revenue_type=self.revenue_type,
operaton_pattern=self.operaton_pattern,
purchase_amount=self.purchase_amount,
duration_type=self.duration_type)
elif entity == "JSFIN_CCBDATA":
re_data = module_name.ScriptCCB.data_shuffle(self=self, data=data)
else:
re_data = module_name.data_shuffle(data)
if not re_data:
self.bad_count += 1
continue
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(data)
self.logger.warning("清洗错误,错误 _id 为{}, {}".format(data_id, e))
continue
print(data_id)
# phoenix_HBase 插入数据
if isinstance(re_data, dict):
try:
success_count = p_client.upsert_to_phoenix_by_one(connection=connection, data=re_data)
once_count += success_count
self.success_count += success_count
# self.logger.info("HBase 插入成功, 成功条数 {} 条".format(success_count))
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(data)
self.logger.warning("HBase 插入 _id 为 {} 的数据失败, {}".format(data_id, e))
continue
elif isinstance(re_data, list):
for r_data in re_data:
try:
success_count = p_client.upsert_to_phoenix_by_one(connection=connection,
data=r_data)
once_count += success_count
self.success_count += success_count
# self.logger.info("HBase 插入成功, 成功条数 {} 条".format(success_count))
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(data)
self.logger.warning("HBase 插入 _id 为 {} 的数据失败, {}".format(data_id, e))
continue
if once_count > 0:
status = True
self.logger.info("HBase 插入成功, 成功条数 {}".format(once_count))
else:
continue
break
# # 删除数据
# if status:
# delete_count = self.delete_data_from_mongo(m_client=m_client, collection=collection,
# entity_code=entity,
# remove_id_list=self.remove_id_list)
# self.remove_count += delete_count
# # self.logger.info("MongoDB 删除成功")
# else:
# self.logger.info("HBase 插入成功条数0条, 不执行删除")
#
# 将数据插入 spider_data_old 中
# if status:
# try:
# old_client.mongo_db = "spider_data_old"
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# # self.logger.info("MongoDB 插入成功, 成功条数 {}".format(insert_count))
# except pymongo.errors.ServerSelectionTimeoutError as e:
# sleep(1)
# self.logger.info("MongoDB 连接失败, 正在重新连接 {}".format(e))
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# # self.logger.info("MongoDB 插入成功, 成功条数 {}".format(insert_count))
# except Exception as e:
# self.logger.info(e)
# 关闭连接
m_client.client_close()
# p_client.close_client_phoenix(connection=connection)
self.logger.info("本次共向 MongoDB 查取数据{}条".format(self.find_count))
self.logger.info("本次共向 HBase 插入数据{}条".format(self.success_count))
self.logger.info("本次共向 MongoDB 删除数据{}条".format(self.remove_count))
self.logger.info("本次共向 MongoDB 插入数据{}条".format(self.old_count))
self.logger.handlers.clear()
def run(self):
# 创建 Phoenix 对象
p_client = PhoenixHbase(table_name="WEIBOBASICINFO")
p_client.verify_list = self.verify_list
# 连接 Phoenix
connection = p_client.connect_to_phoenix()
# 创建 MongoDB 查询数据库对象
m_client = MongoClient(mongo_collection="WEIBOBASICINFO")
db, collection_list = m_client.client_to_mongodb()
collection = m_client.get_check_collection(
db=db, collection_list=collection_list)
# # 创建 MongoDB spider_data_old 数据库对象
# old_client = MongoClient(mongo_collection="WEIBOBASICINFO")
# # 本地测试
# old_client.client = pymongo.MongoClient(host="localhost", port=27017, serverSelectionTimeoutMS=60,
# connectTimeoutMS=60, connect=False)
# old_client.mongo_db = "spider_data_old"
# db_old, collection_list_old = old_client.client_to_mongodb()
# collection_old = db_old["ORGANIZE_FINASSIST"]
# 获取地区编码
province_list, city_list, area_list, dir_area_list = (GenericScript(
entity_code=None, entity_type=None).area_from_mysql())
# 删除表
p_client.drop_table_phoenix(connection=connection)
# quit()
# 创建表
sql = (
'create table "WEIBOBASICINFO" ("ID_" varchar primary key, "C"."BANK_CODE_" varchar,'
'"C"."BANK_NAME_" varchar, "C"."PERIOD_CODE_" varchar, "C"."CREATE_TIME_" varchar,'
'"C"."UPDATE_TIME_" varchar, "C"."REMARK_" varchar, "C"."WEIBO_CODE_" varchar, "C"."MAIN_URL_" varchar,'
'"C"."NAME_" varchar, "C"."FOCUS_" varchar, "C"."FANS_" varchar, "C"."COMPANY_URL_" varchar,'
'"C"."COMPANY_" varchar, "C"."DETAILED_URL_" varchar, "C"."VIRIFIED_" varchar,"C"."AREA_CODE_" varchar,'
'"C"."BIREF_" varchar, "C"."ENTITY_NAME_" varchar, "C"."ENTITY_CODE_" varchar,'
'"C"."DEALTIME_" varchar,"C"."PROVINCE_NAME_" varchar, "C"."PROVINCE_CODE_" varchar,'
'"C"."STATUS_" varchar) IMMUTABLE_ROWS = true')
p_client.create_new_table_phoenix(connection=connection, sql=sql)
# 增加列
# p_client.add_column_phoenix(connection=connection, column="IMAGE_")
# 遍历 ENTITY_CODE_ 列表
status = False
self.logger.info("开始进行 WEIBOBASICINFO")
try:
mongo_data_list = m_client.all_from_mongodb(collection=collection)
except pymongo.errors.ServerSelectionTimeoutError:
time.sleep(1)
mongo_data_list = m_client.all_from_mongodb(collection=collection)
# 清洗数据并插入 HBase
if mongo_data_list:
self.find_count = mongo_data_list.count()
for data in mongo_data_list:
re_data = ""
data_id = data["_id"]
copy_data = {}
self.remove_id_list.append(data_id)
try:
del data["_id"]
copy_data = deepcopy(data)
self.copy_mongo_data_list.append(copy_data)
re_data = self.data_shuffle(data=data,
province_list=province_list)
if not re_data:
self.bad_count += 1
continue
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(copy_data)
self.logger.warning("清洗错误,错误 _id 为{}, {}".format(
data_id, e))
# phoenix_HBase 插入数据
try:
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=re_data)
self.success_count += success_count
# self.logger.info("HBase 插入成功, 成功条数 {} 条".format(success_count))
except Exception as e:
self.remove_id_list.remove(data_id)
self.copy_mongo_data_list.remove(copy_data)
self.logger.warning("HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
if self.success_count > 0:
status = True
self.logger.info("HBase 插入成功, 成功条数 {}".format(
self.success_count))
else:
quit()
# # 删除数据
# if status:
# delete_count = self.delete_data_from_mongo(m_client=m_client, collection=collection,
# remove_id_list=self.remove_id_list)
# self.remove_count += delete_count
# else:
# self.logger.info("HBase 插入成功条数0条, 不执行删除")
#
# # 将数据插入 spider_data_old 中
# if status:
# try:
# old_client.mongo_db = "spider_data_old"
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# except pymongo.errors.ServerSelectionTimeoutError as e:
# time.sleep(1)
# self.logger.info("MongoDB 连接失败, 正在重新连接 {}".format(e))
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# # self.logger.info("MongoDB 插入成功, 成功条数 {}".format(insert_count))
# except Exception as e:
# self.logger.info(e)
# 关闭连接
m_client.client_close()
p_client.close_client_phoenix(connection=connection)
self.logger.info("本次共向 MongoDB 查取数据{}条".format(self.find_count))
self.logger.info("本次共向 HBase 插入数据{}条".format(self.success_count))
self.logger.info("本次共向 MongoDB 删除数据{}条".format(self.remove_count))
self.logger.info("本次共向 MongoDB 插入数据{}条".format(self.old_count))
self.logger.info("本次坏数据共 {} 条".format(self.bad_count))
self.logger.handlers.clear()
def run(self):
# # 创建 Phoenix 对象
p_client = PhoenixHbase(table_name="NEWS_FINASSIST")
p_client.verify_list = self.verify_list
# # 连接 Phoenix
connection = p_client.connect_to_phoenix()
# 创建 MongoDB 查询数据库对象
m_client = MongoClient(mongo_collection="NEWS_FINASSIST")
db, collection_list = m_client.client_to_mongodb()
collection = m_client.get_check_collection(
db=db, collection_list=collection_list)
# # 删除表
# p_client.drop_table_phoenix(connection=connection)
#
# # 表创建语句
# sql = ('create table "NEWS_FINASSIST" ("ID_" varchar primary key, "T"."CONTENT_" varchar, '
# '"C"."ENTITY_NAME_" varchar, "C"."ENTITY_CODE_" varchar, "C"."TITLE_" varchar, "C"."BRIEF_" varchar, '
# '"C"."PUBLISH_TIME_" varchar, "C"."KEYWORDS_" varchar, "C"."URL_" varchar, "C"."DATA_SOURCE_" varchar,'
# '"C"."AREA_CODE_" varchar, "C"."BANK_CODE_" varchar, "C"."BANK_NAME_" varchar,'
# '"C"."UNIT_CODE_" varchar, "C"."PERIOD_CODE_" varchar, "C"."REMARK_" varchar,'
# '"C"."CREATE_TIME_" varchar, "C"."UPDATE_TIME_" varchar, "F"."STATUS_" varchar)'
# 'IMMUTABLE_ROWS = true')
# # 创建表
# p_client.create_new_table_phoenix(connection=connection, sql=sql)
# 遍历 ENTITY_CODE_ 列表
for entity_code in self.code_list:
status = False
module_name = __import__(entity_code)
self.logger.info("开始进行 ENTITY_CODE_ {}".format(entity_code))
# self.remove_id_list = []
# self.copy_mongo_data_list = []
# self.branch_code_list = []
if entity_code == "CAIJINGNEWS":
find_id = "5c6bfa508d7fee512a4ca68f"
else:
find_id = ""
# find_id = ""
try:
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code,
find_id=find_id)
except pymongo.errors.ServerSelectionTimeoutError:
sleep(1)
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code,
find_id=find_id)
# 清洗数据并插入 HBase
if mongo_data_list:
once_count = 0
self.find_count = mongo_data_list.count()
for i in range(1000000):
try:
data = mongo_data_list.__next__()
except pymongo.errors.ServerSelectionTimeoutError:
continue
except StopIteration:
break
# for data in mongo_data_list:
data_id = data["_id"]
if self.success_count % 100 == 0:
self.logger.info(
"running on data_id: {}".format(data_id))
# print(data_id)
# copy_data = {}
# self.remove_id_list.append(data_id)
try:
del data["_id"]
# copy_data = deepcopy(data)
# self.copy_mongo_data_list.append(copy_data)
data_list = [data]
re_data = module_name.data_shuffle(data_list)
if not re_data:
self.bad_count += 1
# self.remove_id_list.remove(data_id)
continue
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.warning("清洗错误,错误 _id 为{}, {}".format(
data_id, e))
continue
if isinstance(re_data, list):
for list_data in re_data:
# phoenix_HBase 插入数据
if list_data:
try:
if entity_code != "CNINFONEWS":
ai_data = self.get_brief_from_ai(
data=list_data)
else:
ai_data = list_data
# print(ai_data["CONTENT_"])
except Exception as e:
self.logger.info("AI 调取失败, 错误信息", e)
ai_data = re_data
try:
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=ai_data)
once_count += success_count
self.success_count += success_count
if self.success_count % 10 == 0:
self.logger.info(
"HBase 插入成功, 成功条数{}条".format(
once_count))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.warning(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
try:
# 添加 {d:1}
update_count = m_client.update_to_mongodb(
collection=collection,
data_id=data_id,
data_dict={"d": 1})
self.remove_count += update_count
# self.logger.info("MongoDB 更新成功")
if self.remove_count % 10 == 0:
self.logger.info(
"MongoDB 更新成功, 成功条数 {} 条".format(
"10"))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.warning(
"MongoDB 更新 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
elif isinstance(re_data, dict):
# phoenix_HBase 插入数据
if re_data:
try:
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=re_data)
once_count += success_count
self.success_count += success_count
self.logger.info(
"HBase 插入成功, 成功条数 {} 条".format(
success_count))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.warning(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
if once_count > 0:
status = True
self.logger.info("ENTITY_CODE_: {} 插入成功条数 {}".format(
entity_code, once_count))
mongo_data_list.close()
else:
continue
# 关闭连接
m_client.client_close()
p_client.close_client_phoenix(connection=connection)
self.logger.info("本次共向 MongoDB 查取数据{}条".format(self.find_count))
self.logger.info("本次共向 HBase 插入数据{}条".format(self.success_count))
self.logger.info("本次共向 MongoDB 删除数据{}条".format(self.remove_count))
self.logger.info("本次共向 MongoDB 插入数据{}条".format(self.old_count))
self.logger.info("本次坏数据共 {} 条".format(self.bad_count))
self.logger.handlers.clear()
def run(self):
# 创建 Phoenix 对象
p_client = PhoenixHbase(table_name="ORGANIZE_FINASSIST")
p_client.verify_list = self.verify_list
# 连接 Phoenix
connection = p_client.connect_to_phoenix()
# 创建 MongoDB 查询数据库对象
m_client = MongoClient(mongo_collection="ORGANIZE_FINASSIST")
db, collection_list = m_client.client_to_mongodb()
collection = m_client.get_check_collection(
db=db, collection_list=collection_list)
# # 创建 MongoDB spider_data_old 数据库对象
# old_client = MongoClient(mongo_collection="ORGANIZE_FINASSIST")
# # 本地测试
# old_client.client = pymongo.MongoClient(host="localhost", port=27017, serverSelectionTimeoutMS=60,
# connectTimeoutMS=60, connect=False)
# old_client.mongo_db = "spider_data_old"
# db_old, collection_list_old = old_client.client_to_mongodb()
# collection_old = db_old["ORGANIZE_FINASSIST"]
# 获取地区编码
province_list, city_list, area_list, dir_area_list = (GenericScript(
entity_code=None,
entity_type="ORGANIZE_FINASSIST").area_from_mysql())
# # 删除表
# p_client.drop_table_phoenix(connection=connection)
# # 创建表
# # 网点表创建语句
# sql = ('create table "ORGANIZE_FINASSIST" ("ID_" varchar primary key, "C"."BANK_NAME_" varchar,'
# '"C"."BANK_CODE_" varchar, "C"."NAME_" varchar,'
# '"C"."CODE_" varchar, "C"."ENTITY_NAME_" varchar, "C"."ENTITY_CODE_" varchar,'
# '"C"."AREA_CODE_" varchar, "C"."UNIT_CODE_" varchar, "C"."ADDR_" varchar,'
# '"C"."PROVINCE_NAME_" varchar, "C"."PROVINCE_CODE_" varchar, "C"."CITY_" varchar,'
# '"C"."CITY_CODE_" varchar, "C"."DISTRICT_NAME_" varchar, "C". "DISTRICT_CODE_" varchar,'
# '"C"."LAT_" varchar, "C"."LNG_" varchar, "C"."CREATE_TIME_" varchar, "C"."DEALTIME_" varchar,'
# '"C"."URL_" varchar, "C"."TEL_" varchar, "C"."BUSINESS_HOURS_" varchar, "C"."STATUS_" varchar,'
# '"C"."IMPORTANCE_" varchar) IMMUTABLE_ROWS = true')
#
# p_client.create_new_table_phoenix(connection=connection, sql=sql)
# 遍历 ENTITY_CODE_ 列表
# self.code_list = ["ABCORGANIZE"]
for entity_code in self.code_list:
status = False
module_name = __import__(entity_code)
self.logger.info("开始进行 ENTITY_CODE_ {}".format(entity_code))
self.remove_id_list = []
self.copy_mongo_data_list = []
self.branch_code_list = []
# find_id = ""
if entity_code == "ECITICORGANIZE":
find_id = "5c3f48479bb3df1d97d762e1"
else:
find_id = None
try:
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code,
data_id=find_id)
except pymongo.errors.ServerSelectionTimeoutError:
sleep(1)
mongo_data_list = self.get_data_from_mongo(
m_client=m_client,
collection=collection,
entity_code=entity_code,
data_id=find_id)
# 清洗数据并插入 HBase
if mongo_data_list:
once_count = 0
self.find_count = mongo_data_list.count()
for data in mongo_data_list:
data_id = data["_id"]
# copy_data = {}
# self.remove_id_list.append(data_id)
try:
del data["_id"]
# copy_data = deepcopy(data)
# self.copy_mongo_data_list.append(copy_data)
re_data = module_name.data_shuffle(
data, province_list, city_list, area_list)
if not re_data:
self.bad_count += 1
continue
except Exception as e:
# except jpype._jexception.SQLExceptionPyRaisable as e:
# except org.apache.phoenix.exception.BatchUpdateExecution as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception("清洗错误,错误 _id 为{}, {}".format(
data_id, e))
continue
print(data_id)
if isinstance(re_data, list):
for list_data in re_data:
area_data = ""
try:
# self.logger.info("_id {}".format(data_id))
area_data = self.shuffle_for_area(list_data)
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception(
"_id:{} 获取经纬度失败, {}".format(data_id, e))
continue
# except ValueError:
# pass
# phoenix_HBase 插入数据
if area_data:
try:
# print(area_data)
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=area_data)
once_count += success_count
self.success_count += success_count
# self.logger.info("HBase 插入成功, 成功条数 {} 条".format(success_count))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
elif isinstance(re_data, dict):
area_data = ""
try:
area_data = self.shuffle_for_area(re_data)
except urllib3.exceptions.NewConnectionError as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception("_id: {}获取经纬度失败, {}".format(
data_id, e))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception("_id: {}获取经纬度失败, {}".format(
data_id, e))
continue
# phoenix_HBase 插入数据
if area_data:
try:
# print(area_data)
success_count = p_client.upsert_to_phoenix_by_one(
connection=connection, data=area_data)
once_count += success_count
self.success_count += success_count
# self.logger.info("HBase 插入成功, 成功条数 {} 条".format(success_count))
except Exception as e:
# self.remove_id_list.remove(data_id)
# self.copy_mongo_data_list.remove(copy_data)
self.logger.exception(
"HBase 插入 _id 为 {} 的数据失败, {}".format(
data_id, e))
continue
if self.success_count % 100 == 0:
self.logger.info("HBase 插入成功, 成功条数 {} 条".format(
self.success_count))
# 添加 {d:1}
# if self.success_count % 50 == 0:
# update_count = m_client.update_to_mongodb(collection=collection,
# data_id=self.remove_id_list,
# data_dict={"d": 1})
# self.remove_id_list = []
# self.remove_count += update_count
# self.logger.info("MongoDB 更新成功")
mongo_data_list.close()
# 添加 {d:1}
# if self.remove_id_list:
# update_count = m_client.update_to_mongodb(collection=collection,
# data_id=self.remove_id_list,
# data_dict={"d": 1})
# self.remove_id_list = []
# self.remove_count += update_count
# self.logger.info("MongoDB 更新成功")
if once_count > 0:
status = True
self.logger.info("HBase 插入成功, 成功条数 {}".format(once_count))
else:
continue
# 删除数据
# if status:
# delete_count = self.delete_data_from_mongo(m_client=m_client, collection=collection,
# entity_code=entity_code,
# remove_id_list=self.remove_id_list)
# self.remove_count += delete_count
# self.logger.info("MongoDB 删除成功")
# else:
# self.logger.info("HBase 插入成功条数0条, 不执行删除")
# # 将数据插入 spider_data_old 中
# if status:
# try:
# old_client.mongo_db = "spider_data_old"
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# # self.logger.info("MongoDB 插入成功, 成功条数 {}".format(insert_count))
# except pymongo.errors.ServerSelectionTimeoutError as e:
# sleep(1)
# self.logger.info("MongoDB 连接失败, 正在重新连接 {}".format(e))
# insert_count = old_client.all_to_mongodb(collection=collection_old,
# insert_list=self.copy_mongo_data_list)
# self.old_count += insert_count
# # self.logger.info("MongoDB 插入成功, 成功条数 {}".format(insert_count))
# except Exception as e:
# self.logger.info(e)
# 关闭连接
m_client.client_close()
p_client.close_client_phoenix(connection=connection)
self.logger.info("本次共向 MongoDB 查取数据{}条".format(self.find_count))
self.logger.info("本次共向 HBase 插入数据{}条".format(self.success_count))
self.logger.info("本次共向 MongoDB 删除数据{}条".format(self.remove_count))
self.logger.info("本次共向 MongoDB 插入数据{}条".format(self.old_count))
self.logger.info("本次坏数据共 {} 条".format(self.bad_count))
self.logger.handlers.clear()