工商信息 股东信息 数据清洗

This commit is contained in:
王思川 2022-04-11 04:57:20 +08:00
parent 409e51765f
commit 9f0bd4e463
6 changed files with 247 additions and 28 deletions

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@ -0,0 +1,107 @@
import json
import requests
from CompanyData.CompanyDataObj import CompanyData, BasicInfo, ShareHolder
from DBHelper.MongoHelper import MongoHelper
from Utils.ErrorUtil import LogConditionCheckFailed
class CompanyDataImpl(CompanyData):
"""企业数据实现类"""
db_tyc = MongoHelper("tyc")
db_tfse = MongoHelper("tfse_v0.21")
def drag_data_from_tyc_api(self):
"""拉取天眼查接口数据"""
url = "http://api.fecribd.com/api/tyc/drag_data"
headers = {'token': "uzdq51N4!I0%HY4sCaQ!aeCSIDIVIdAM"}
data = {"企业名称": self.name}
res = requests.post(url=url, headers=headers, data=json.dumps(data))
return True if res.status_code == 200 else False
def prepare_company_init_data(self):
""""""
def prepare_business_data():
""""""
data = self.db_tyc.find_single_column(
"公司背景",
"基本信息",
{"企业名称": self.name},
"基本信息"
)
basic_info = BasicInfo()
basic_info.status = data['regStatus']
basic_info.legal_person = data['legalPersonName']
basic_info.company_type = data['companyOrgType']
basic_info.taxpayer_id = data['taxNumber']
basic_info.business_scope = data['businessScope']
basic_info.registered_capital = data['regCapital']
basic_info.paid_capital = data['actualCapital']
basic_info.registered_address = data['regLocation']
basic_info.registration_authority = data['regInstitute']
basic_info.industry = data['industry']
basic_info.staff_size = data['staffNumRange']
basic_info.people_insured_num = data['socialStaffNum']
basic_info.micro_company = "" if data['regStatus'] == 1 else ""
self.basic_info = basic_info
self.db_tfse.upsert_single_data(
"企业数据",
"企业数据_更新汇总",
{"企业ID": self.cid},
self.dict_to_save()
)
def prepare_share_holders():
""""""
self.share_holder = list()
data = self.db_tyc.find_single_column(
"公司背景",
"企业股东",
{"企业名称": self.name},
"企业股东"
)
try:
results = data['result']
except KeyError:
raise LogConditionCheckFailed("企业股东数据异常", 200)
for result in results:
share_holder = ShareHolder()
share_holder.name = result['name']
share_holder.share_holder_type = "公司" if result['type'] == 1 else ("个人" if result['type'] == 2 else "其他")
if result['capital']:
share_holder.share_holding_ratio = None if result['capital'][0]['percent'] == '' else result['capital'][0]['percent']
share_holder.subscription_amount = None if result['capital'][0]['amomon'] == '' else result['capital'][0]['amomon']
share_holder.subscription_date = None if result['capital'][0]['time'] == '' else result['capital'][0]['time']
if result['capitalActl']:
share_holder.paid_amount = [capital_actl['amomon'] for capital_actl in result['capitalActl']]
share_holder.payment_method = [capital_actl['paymet'] for capital_actl in result['capitalActl']]
share_holder.payment_time = [capital_actl['time'] for capital_actl in result['capitalActl']]
self.share_holder.append(share_holder)
def __main__():
# prepare_business_data()
prepare_share_holders()
__main__()
if __name__ == '__main__':
impl = CompanyDataImpl()
impl.cid = "qqqqqqqq"
impl.name = "远光软件股份有限公司"
impl.prepare_company_init_data()
print(impl.dict_to_save())

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@ -41,12 +41,12 @@ class ShareHolder(SpecObject):
name = ValidateAttr(field='name', type=str)
share_holder_type = ValidateAttr(field='share_holder_type', type=str)
share_holding_ratio = ValidateAttr(field="share_holding_ratio", type=str)
subscription_amount = ValidateAttr(field="subscription_amount", type=str)
subscription_date = ValidateAttr(field="subscription_date", type=str)
paid_amount = ValidateAttr(field="paid_amount", type=list)
payment_method = ValidateAttr(field="payment_method", type=list)
payment_time = ValidateAttr(field="payment_time", type=list)
share_holding_ratio = ValidateAttr(field="share_holding_ratio", type=str, default=None)
subscription_amount = ValidateAttr(field="subscription_amount", type=str, default=None)
subscription_date = ValidateAttr(field="subscription_date", type=str, default=None)
paid_amount = ValidateAttr(field="paid_amount", type=list, default=[])
payment_method = ValidateAttr(field="payment_method", type=list, default=[])
payment_time = ValidateAttr(field="payment_time", type=list, default=[])
fields_map = {
"name": "股东",
@ -60,6 +60,102 @@ class ShareHolder(SpecObject):
}
class MainMembers(SpecObject):
"""主要成员"""
name = ValidateAttr(field="name", type=str)
job_title = ValidateAttr(field="job_title", type=list)
fields_map = {
"name": "姓名",
"job_title": "职务"
}
class BalanceSheet(SpecObject):
"""资产负债表"""
accounts_receivable = ValidateAttr(field='accounts_receivable', type=float)
stock = ValidateAttr(field='stock', type=float)
total_current_assets = ValidateAttr(field='total_current_assets', type=float)
total_assets = ValidateAttr(field='total_assets', type=float)
short_loan = ValidateAttr(field='short_loan', type=float)
one_year_liabilities = ValidateAttr(field='one_year_liabilities', type=float)
total_current_liabilities = ValidateAttr(field='total_current_liabilities', type=float)
long_term_loan = ValidateAttr(field='long_term_loan', type=float)
total_liabilities = ValidateAttr(field='total_liabilities', type=float)
total_owners_equity = ValidateAttr(field='total_owners_equity', type=float)
fields_map = {
'accounts_receivable': '应收账款',
'stock': '存货',
'total_current_assets': '流动资产合计',
'total_assets': '资产总计',
'short_loan': '短期借款',
'one_year_liabilities': '一年内到期非流动负债',
'total_current_liabilities': '流动负债合计',
'long_term_loan': '长期借款',
'total_liabilities': '负债合计',
'total_owners_equity': '所有者权益合计'
}
class ProfitSheet(SpecObject):
"""利润表"""
operating_income = ValidateAttr(field='operating_income', type=float)
operating_cost = ValidateAttr(field='operating_cost', type=float)
total_profit = ValidateAttr(field='total_profit', type=float)
net_profit = ValidateAttr(field='net_profit', type=float)
fields_map = {
'operating_income': '营业收入',
'operating_cost': '营业成本',
'total_profit': '利润总额',
'net_profit': '净利润'
}
class AppendixDataSheet(SpecObject):
"""补充数据表"""
rd_expenses = ValidateAttr(field='rd_expenses', type=float)
interest_disbursement = ValidateAttr(field='interest_disbursement', type=float)
interest_expense = ValidateAttr(field='interest_expense', type=float)
fields_map = {
'rd_expenses': '研发费用异常',
'interest_disbursement': '计入财务费的利息支出异常',
'interest_expense': '资本化利息支出异常'
}
class FinancialIndex(SpecObject):
"""财务指标"""
roe = ValidateAttr(field="roe", type=float)
inventory_turnover = ValidateAttr(field="inventory_turnover", type=float)
interest_multiple = ValidateAttr(field="interest_multiple", type=float)
accounts_receivable_turnover = ValidateAttr(field="accounts_receivable_turnover", type=float)
total_asset_turnover = ValidateAttr(field="total_asset_turnover", type=float)
total_asset_growth_rate = ValidateAttr(field="total_asset_growth_rate", type=float)
roa = ValidateAttr(field="roa", type=float)
technology_investment_ratio = ValidateAttr(field="technology_investment_ratio", type=float)
operating_growth_rate = ValidateAttr(field="operating_growth_rate", type=float)
assets_and_liabilities = ValidateAttr(field="assets_and_liabilities", type=float)
quick_ratio = ValidateAttr(field="quick_ratio", type=float)
fields_map = {
"roe": "净资产收益率",
"inventory_turnover": "存货周转率",
"interest_multiple": "已获利息倍数",
"accounts_receivable_turnover": "应收账款周转率",
"total_asset_turnover": "总资产周转率",
"total_asset_growth_rate": "总资产增长率",
"roa": "总资产报酬率",
"technology_investment_ratio": "技术投入比率",
"operating_growth_rate": "营业增长率",
"assets_and_liabilities": "资产负债率",
"quick_ratio": "速动比率"
}
class CompanyData(SpecObject):
"""企业数据"""
@ -69,15 +165,15 @@ class CompanyData(SpecObject):
industry_l2 = ValidateAttr(field='industry_l2', type=str)
basic_info = ValidateAttr(field='basic_info', type=BasicInfo)
share_holder = ValidateAttr(field='share_holders', instance_list=ShareHolder)
main_members = []
balance_sheet = {}
profit_sheet = {}
income_sheet = {}
appendix_sheet = {}
fin_index = {}
cc_rating_result = {}
esg_rating_result = {}
update_time = {}
main_members = ValidateAttr(field="main_members", type=MainMembers)
balance_sheet = ValidateAttr(field='balance_sheet', type=BalanceSheet)
profit_sheet = ValidateAttr(field='profit_sheet', type=ProfitSheet)
# income_sheet = {}
appendix_sheet = ValidateAttr(field='appendix_sheet', type=AppendixDataSheet)
fin_index = ValidateAttr(field='fin_index', type=FinancialIndex)
cc_rating_result = ValidateAttr(field='cc_rating_result', type=dict)
esg_rating_result = ValidateAttr(field='esg_rating_result', type=dict)
update_time = ValidateAttr(field='update_time', type=dict)
fields_map = {
"cid": "企业ID",
@ -97,13 +193,8 @@ class CompanyData(SpecObject):
"update_time": "更新时间"
}
def drag_data_from_tyc_api(self):
"""拉取天眼查接口数据"""
if __name__ == '__main__':
company_data = CompanyData()
basic_info = BasicInfo()
share_holder = ShareHolder()
basic_info.status = "存续"
share_holder.name = '123'
company_data.basic_info = basic_info
company_data.share_holders = [share_holder, share_holder]
print(company_data.dict_to_save())
def prepare_company_init_data(self):
"""准备企业初始化数据"""

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@ -1,6 +1,7 @@
{
"MongoDB": {
"tfse_v0.21": "root:UTlC9cCoglD1cI1*@116.63.130.34:27021"
"tfse_v0.21": "root:UTlC9cCoglD1cI1*@116.63.130.34:27021",
"tyc": "root:gP@DwMSVd5Sh6EiH@116.63.130.34:27019"
},
"Mysql": {

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@ -1,8 +1,11 @@
import re
import os
import json
import gridfs
import pymongo
from urllib import parse
from bson import ObjectId
from gridfs import GridFS
@ -18,7 +21,9 @@ class MongoHelper:
with open(os.path.abspath(os.path.dirname(__file__) + '/DBConfig.json')) as f:
db_configs = json.load(f)
this_mongo_cfg = db_configs['MongoDB'][param]
self.client = pymongo.MongoClient('mongodb://{}'.format(this_mongo_cfg))
m = re.match('([\s\S].*?):([\s\S].*)@([\s\S].*)', this_mongo_cfg)
parsed_mongo_config = "{}:{}@{}".format(parse.quote_plus(m.group(1)), parse.quote_plus(m.group(2)), m.group(3))
self.client = pymongo.MongoClient('mongodb://{}'.format(parsed_mongo_config))
def find_single_column(self, param1, param2, param3, param4):
"""

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@ -6,8 +6,8 @@ from flask import request
from DBHelper.MongoHelper import MongoHelper
class ReturnConditionCheckFailed(RuntimeError):
"""条件检查失败 抛出异常 接口返回失败原因和状态码"""
class CheckFailed(RuntimeError):
"""检查异常"""
def __init__(self, failed_info, status_code):
self.failed_info = failed_info # 失败信息
@ -39,3 +39,16 @@ class ReturnConditionCheckFailed(RuntimeError):
"异常日志",
info
)
class LogConditionCheckFailed(CheckFailed):
"""直接记录检查异常"""
def __init__(self, failed_info, status_code):
self.failed_info = failed_info # 失败信息
self.status_code = status_code # 状态码
self.log_error()
class ReturnConditionCheckFailed(CheckFailed):
"""条件检查失败 抛出异常 接口返回失败原因和状态码"""

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@ -22,6 +22,8 @@ class SpecObject(object):
_dict_[self.fields_map[key]] = self.__dict__[key]
else:
_dict_[self.fields_map[key]] = [item.dict_to_save() for item in self.__dict__[key]]
elif self.__dict__[key] is None:
_dict_[self.fields_map[key]] = self.__dict__[key]
else:
_dict_[self.fields_map[key]] = self.__dict__[key].dict_to_save()