571 lines
24 KiB
Python
571 lines
24 KiB
Python
from Utils.ObjUtil import SpecObject
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from Utils.ValidateUtil import ValidateAttr, Validate
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class BasicInfo(SpecObject):
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"""基本工商信息"""
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status = ValidateAttr(field="status", type=str, default=None)
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legal_person = ValidateAttr(field="legal_person", type=str, default=None)
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company_type = ValidateAttr(field="company_type", type=str, default=None)
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taxpayer_id = ValidateAttr(field="taxpayer_id", type=str, default=None)
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business_scope = ValidateAttr(field="business_scope", type=str, default=None)
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registered_capital = ValidateAttr(field="registered_capital", type=str, default=None)
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paid_capital = ValidateAttr(field="paid_capital", type=str, default=None)
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registered_address = ValidateAttr(field="registered_address", type=str, default=None)
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registration_authority = ValidateAttr(field="registration_authority", type=str, default=None)
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industry = ValidateAttr(field="industry", type=str, default=None)
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staff_size = ValidateAttr(field="staff_size", type=str, default=None)
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people_insured_num = ValidateAttr(field="people_insured_num", type=int, default=None)
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micro_company = ValidateAttr(field="micro_company", type=str, default=None)
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fields_map = {
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"status": "企业状态",
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"legal_person": "法定代表人",
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"company_type": "企业类型",
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"taxpayer_id": "纳税人识别号",
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"business_scope": "经营范围",
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"registered_capital": "注册资本",
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"paid_capital": "实缴资本",
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"registered_address": "注册地址",
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"registration_authority": "登记机关",
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"industry": "行业",
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"staff_size": "人员规模",
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"people_insured_num": "参保人数",
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"micro_company": "小微企业"
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}
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class ShareHolder(SpecObject):
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"""股东信息"""
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name = ValidateAttr(field='name', type=str)
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share_holder_type = ValidateAttr(field='share_holder_type', type=str, default=None)
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share_holding_ratio = ValidateAttr(field="share_holding_ratio", type=str, default=None)
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subscription_amount = ValidateAttr(field="subscription_amount", type=str, default=None)
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subscription_date = ValidateAttr(field="subscription_date", type=str, default=None)
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paid_amount = ValidateAttr(field="paid_amount", type=list, default=[])
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payment_method = ValidateAttr(field="payment_method", type=list, default=[])
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payment_time = ValidateAttr(field="payment_time", type=list, default=[])
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fields_map = {
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"name": "股东",
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"share_holder_type": "股东类型",
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"share_holding_ratio": "持股比例",
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"subscription_amount": "认缴金额",
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"subscription_date": "认缴日期",
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"paid_amount": "实缴金额",
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"payment_method": "实缴方式",
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"payment_time": "实缴时间"
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}
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class MainMember(SpecObject):
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"""主要成员"""
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name = ValidateAttr(field="name", type=str)
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job_title = ValidateAttr(field="job_title", type=list, default=None)
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fields_map = {
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"name": "姓名",
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"job_title": "职务"
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}
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class BalanceSheet(SpecObject):
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"""资产负债表"""
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accounts_receivable = ValidateAttr(field='accounts_receivable', type=float)
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stock = ValidateAttr(field='stock', type=float)
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total_current_assets = ValidateAttr(field='total_current_assets', type=float)
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total_assets = ValidateAttr(field='total_assets', type=float)
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short_loan = ValidateAttr(field='short_loan', type=float)
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one_year_liabilities = ValidateAttr(field='one_year_liabilities', type=float)
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total_current_liabilities = ValidateAttr(field='total_current_liabilities', type=float)
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long_term_loan = ValidateAttr(field='long_term_loan', type=float)
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total_liabilities = ValidateAttr(field='total_liabilities', type=float)
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total_owners_equity = ValidateAttr(field='total_owners_equity', type=float)
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fields_map = {
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'accounts_receivable': '应收账款',
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'stock': '存货',
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'total_current_assets': '流动资产合计',
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'total_assets': '资产总计',
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'short_loan': '短期借款',
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'one_year_liabilities': '一年内到期非流动负债',
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'total_current_liabilities': '流动负债合计',
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'long_term_loan': '长期借款',
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'total_liabilities': '负债合计',
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'total_owners_equity': '所有者权益合计'
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}
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class ProfitSheet(SpecObject):
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"""利润表"""
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operating_income = ValidateAttr(field='operating_income', type=float)
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operating_cost = ValidateAttr(field='operating_cost', type=float)
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total_profit = ValidateAttr(field='total_profit', type=float)
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net_profit = ValidateAttr(field='net_profit', type=float)
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fields_map = {
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'operating_income': '营业收入',
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'operating_cost': '营业成本',
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'total_profit': '利润总额',
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'net_profit': '净利润'
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}
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class AppendixDataSheet(SpecObject):
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"""补充数据表"""
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rd_expenses = ValidateAttr(field='rd_expenses', type=float)
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interest_disbursement = ValidateAttr(field='interest_disbursement', type=float)
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interest_expense = ValidateAttr(field='interest_expense', type=float)
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fields_map = {
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'rd_expenses': '研发费用',
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'interest_disbursement': '计入财务费的利息支出',
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'interest_expense': '资本化利息支出'
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}
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class FinancialIndex(SpecObject):
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"""财务指标"""
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roe = ValidateAttr(field="roe", type=float)
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inventory_turnover = ValidateAttr(field="inventory_turnover", type=(float, int))
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interest_multiple = ValidateAttr(field="interest_multiple", type=(float, int))
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accounts_receivable_turnover = ValidateAttr(field="accounts_receivable_turnover", type=(float, int))
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total_asset_turnover = ValidateAttr(field="total_asset_turnover", type=(float, int))
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total_asset_growth_rate = ValidateAttr(field="total_asset_growth_rate", type=(float, int))
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roa = ValidateAttr(field="roa", type=(float, int))
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technology_investment_ratio = ValidateAttr(field="technology_investment_ratio", type=(float, int))
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operating_growth_rate = ValidateAttr(field="operating_growth_rate", type=(float, int))
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assets_and_liabilities = ValidateAttr(field="assets_and_liabilities", type=(float, int))
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quick_ratio = ValidateAttr(field="quick_ratio", type=(float, int))
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fields_map = {
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"roe": "净资产收益率",
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"inventory_turnover": "存货周转率",
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"interest_multiple": "已获利息倍数",
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"accounts_receivable_turnover": "应收账款周转率",
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"total_asset_turnover": "总资产周转率",
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"total_asset_growth_rate": "总资产增长率",
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"roa": "总资产报酬率",
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"technology_investment_ratio": "技术投入比率",
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"operating_growth_rate": "营业增长率",
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"assets_and_liabilities": "资产负债率",
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"quick_ratio": "速动比率"
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}
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class CompanyData(SpecObject):
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"""企业数据"""
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cid = ValidateAttr(field='cid', type=str, length=8)
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name = ValidateAttr(field='name', type=str)
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industry_l1 = ValidateAttr(field='industry_l1', type=str)
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industry_l2 = ValidateAttr(field='industry_l2', type=str)
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basic_info = ValidateAttr(field='basic_info', type=BasicInfo)
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share_holders = ValidateAttr(field='share_holders', instance_list=ShareHolder)
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main_members = ValidateAttr(field="main_members", instance_list=MainMember)
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balance_sheet = ValidateAttr(field='balance_sheet', type=BalanceSheet)
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profit_sheet = ValidateAttr(field='profit_sheet', type=ProfitSheet)
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appendix_sheet = ValidateAttr(field='appendix_sheet', type=AppendixDataSheet)
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fin_index = ValidateAttr(field='fin_index', type=FinancialIndex)
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cc_rating_result = ValidateAttr(field='cc_rating_result', type=dict)
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esg_rating_result = ValidateAttr(field='esg_rating_result', type=dict)
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update_time = ValidateAttr(field='update_time', type=dict)
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fields_map = {
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"cid": "企业ID",
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"name": "企业名称",
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"industry_l1": "一级行业",
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"industry_l2": "二级行业",
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"basic_info": "工商信息",
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"share_holders": "股东信息",
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"main_members": "主要成员",
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"balance_sheet": "资产负债表",
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"profit_sheet": "利润表",
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"income_sheet": "现金流量表",
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"appendix_sheet": "财务补充数据",
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"fin_index": "财务指标",
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"cc_rating_result": "综信评价结果",
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"esg_rating_result": "ESG评价结果",
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"update_time": "更新时间"
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}
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def drag_data_from_tyc_api(self):
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"""拉取天眼查接口数据"""
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def prepare_company_init_data(self):
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"""准备企业初始化数据"""
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class ComprehensiveCreditAnalysis(SpecObject):
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"""综合信用分析"""
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class CreditPerformance(SpecObject):
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class IndicatorRadar(SpecObject):
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"""指标雷达"""
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class IndexScore(SpecObject):
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"""指标得分"""
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environment = ValidateAttr(field='environment', type=(int, float))
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social_responsibility = ValidateAttr(field='social_responsibility', type=(int, float))
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corporate_governance = ValidateAttr(field='corporate_governance', type=(int, float))
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profitability = ValidateAttr(field='profitability', type=(int, float))
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asset_quality = ValidateAttr(field='asset_quality', type=(int, float))
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debt_risk = ValidateAttr(field='debt_risk', type=(int, float))
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operational_growth = ValidateAttr(field='operational_growth', type=(int, float))
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compliance_risk = ValidateAttr(field='compliance_risk', type=(int, float))
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cperational_risk = ValidateAttr(field='cperational_risk', type=(int, float))
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associated_risk = ValidateAttr(field='associated_risk', type=(int, float))
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fields_map = {
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"environment": "环境",
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"social_responsibility": "社会责任",
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"corporate_governance": "公司治理",
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"profitability": "盈利能力",
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"asset_quality": "资产质量",
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"debt_risk": "债务风险",
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"operational_growth": "经营增长",
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"compliance_risk": "合规风险",
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"cperational_risk": "经营风险",
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"associated_risk": "关联风险"
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}
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class MaxScore(SpecObject):
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"""最大分数"""
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environment = ValidateAttr(field='environment', type=int)
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social_responsibility = ValidateAttr(field='social_responsibility', type=int)
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corporate_governance = ValidateAttr(field='corporate_governance', type=int)
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profitability = ValidateAttr(field='profitability', type=int)
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asset_quality = ValidateAttr(field='asset_quality', type=int)
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debt_risk = ValidateAttr(field='debt_risk', type=int)
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operational_growth = ValidateAttr(field='operational_growth', type=int)
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compliance_risk = ValidateAttr(field='compliance_risk', type=int)
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cperational_risk = ValidateAttr(field='cperational_risk', type=int)
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associated_risk = ValidateAttr(field='associated_risk', type=int)
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fields_map = {
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"environment": "环境",
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"social_responsibility": "社会责任",
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"corporate_governance": "公司治理",
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"profitability": "盈利能力",
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"asset_quality": "资产质量",
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"debt_risk": "债务风险",
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"operational_growth": "经营增长",
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"compliance_risk": "合规风险",
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"cperational_risk": "经营风险",
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"associated_risk": "关联风险"
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}
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index_score = ValidateAttr(field='index_score', type=IndexScore)
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max_score = ValidateAttr(field='max_score', type=MaxScore)
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fields_map = {
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"index_score": "指标得分",
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"max_score": "最大分数"
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}
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"""综合信用表现"""
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indicator_radar = ValidateAttr(field='indicator_radar', type=IndicatorRadar)
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fields_map = {
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"indicator_radar": "指标雷达"
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}
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class CreditAnalysis(SpecObject):
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"""信用分析"""
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management_analysis = ValidateAttr(field='management_analysis', type=str)
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finance_analysis = ValidateAttr(field='finance_analysis', type=str)
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risk_analysis = ValidateAttr(field='risk_analysis', type=str)
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evaluation_opinion = ValidateAttr(field='evaluation_opinion', type=str)
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view_report = ValidateAttr(field='view_report', type=str)
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fields_map = {
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"management_analysis": "经营分析",
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"finance_analysis": "财务分析",
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"risk_analysis": "风险分析",
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"evaluation_opinion": "评价意见",
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"view_report": "查看报告"
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}
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class IndexTable(SpecObject):
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"""指标表格"""
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class FinancialIndicators(SpecObject):
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"""财务指标"""
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profitability = ValidateAttr(field='profitability', in_list=['优', '良', '中', '低', '差'])
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asset_quality = ValidateAttr(field='asset_quality', in_list=['优', '良', '中', '低', '差'])
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debt_risk = ValidateAttr(field='debt_risk', in_list=['优', '良', '中', '低', '差'])
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operating_growth = ValidateAttr(field='operating_growth', in_list=['优', '良', '中', '低', '差'])
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fields_map = {
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"profitability": "盈利能力",
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"asset_quality": "资产质量",
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"debt_risk": "债务风险",
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"operating_growth": "经营增长"
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}
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class RiskIndicators(SpecObject):
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"""风险指标"""
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compliance_risk = ValidateAttr(field='compliance_risk', in_list=['优', '良', '中', '低', '差'])
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operational_risk = ValidateAttr(field='operational_risk', in_list=['优', '良', '中', '低', '差'])
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associated_risk = ValidateAttr(field='associated_risk', in_list=['优', '良', '中', '低', '差'])
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fields_map = {
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"compliance_risk": "合规风险",
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"operational_risk": "经营风险",
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"associated_risk": "关联风险"
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}
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class OperatingIndicators(SpecObject):
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"""经营指标"""
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environmental = ValidateAttr(field='environmental', in_list=['优', '良', '中', '低', '差'])
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social_responsibility = ValidateAttr(field='social_responsibility', in_list=['优', '良', '中', '低', '差'])
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corporate_governance = ValidateAttr(field='corporate_governance', in_list=['优', '良', '中', '低', '差'])
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fields_map = {
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"environmental": "环境",
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"social_responsibility": "社会责任",
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"corporate_governance": "公司治理"
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}
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financial_indicators = ValidateAttr(field='financial_indicators', type=FinancialIndicators)
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risk_indicators = ValidateAttr(field='risk_indicators', type=RiskIndicators)
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operating_indicators = ValidateAttr(field='operating_indicators', type=OperatingIndicators)
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fields_map = {
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"financial_indicators": "财务指标",
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"risk_indicators": "风险指标",
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"operating_indicators": "经营指标"
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}
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class HistoryLevel(SpecObject):
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"""历史级别"""
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credit_rating = ValidateAttr(field='credit_rating', type=str)
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credit_score = ValidateAttr(field='credit_score', type=(float, int))
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evaluation_time = ValidateAttr(field='evaluation_time', type=str)
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evaluation_method = ValidateAttr(field='evaluation_method', type=str, in_list=['企业申报'])
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change_trend = ValidateAttr(field='change_trend', type=str)
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fields_map = {
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"credit_rating": "信用等级",
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"credit_score": "信用评分",
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"evaluation_time": "评价时间",
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"evaluation_method": "评价方式",
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"change_trend": "变化趋势"
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}
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cid = ValidateAttr(field='cid', type=str, length=8)
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rid = ValidateAttr(field='rid', type=str, length=8)
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name = ValidateAttr(field='name', type=str)
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update_time = ValidateAttr(field='update_time', func=Validate.time_format)
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performance = ValidateAttr(field='performance', type=CreditPerformance)
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credit_analysis = ValidateAttr(field='credit_analysis', type=CreditAnalysis)
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index_table = ValidateAttr(field='index_table', type=IndexTable)
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history_level = ValidateAttr(field='history_level', instance_list=HistoryLevel)
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fields_map = {
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"cid": "企业ID",
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"rid": "评价ID",
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"name": "企业名称",
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"update_time": "更新时间",
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"performance": "综合信用表现",
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"credit_analysis": "信用分析",
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"index_table": "指标表格",
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"history_level": "历史级别"
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}
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class FinancialIndexs(SpecObject):
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"""财务指标"""
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profitability = ValidateAttr(field='profitability', type=(int, float, str))
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asset_quality = ValidateAttr(field='asset_quality', type=(int, float, str))
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debt_risk = ValidateAttr(field='debt_risk', type=(int, float, str))
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business_growth = ValidateAttr(field='business_growth', type=(int, float, str))
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fields_map = {
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"profitability": "盈利能力",
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"asset_quality": "资产质量",
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"debt_risk": "债务风险",
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"business_growth": "经营增长"
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}
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class FinancialElementsAnalysis(SpecObject):
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"""财务要素分析"""
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class CompareToYears(SpecObject):
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"""财务得分年度比较"""
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year = ValidateAttr(field='year', type=str, func=Validate.date_format)
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index = ValidateAttr(field='index', type=FinancialIndexs)
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fields_map = {
|
|
"year": "年度",
|
|
"index": "指标"
|
|
}
|
|
|
|
class CompareToIndustry(SpecObject):
|
|
"""财务得分同行比较"""
|
|
company_score = ValidateAttr(field='company_score', type=FinancialIndexs)
|
|
average_score = ValidateAttr(field='average_score', type=FinancialIndexs)
|
|
|
|
fields_map = {
|
|
"company_score": "公司水平",
|
|
"average_score": "平均水平"
|
|
}
|
|
|
|
class IndexDetails(SpecObject):
|
|
"""指标详情"""
|
|
index = ValidateAttr(field='index', type=str)
|
|
value = ValidateAttr(field='value', type=str)
|
|
level = ValidateAttr(field='level', type=str, in_list=['优', '良', '中', '低', '差'])
|
|
|
|
fields_map = {
|
|
"index": "指标",
|
|
"value": "数值",
|
|
"level": "水平"
|
|
}
|
|
|
|
cid = ValidateAttr(field='cid', type=str, length=8, default=None)
|
|
update_time = ValidateAttr(field='update_time', func=Validate.time_format)
|
|
rid = ValidateAttr(field='rid', type=str, length=8)
|
|
report_date = ValidateAttr(field='report_date', type=str, func=Validate.date_format)
|
|
compare_to_years = ValidateAttr(field='compare_to_years', instance_list=CompareToYears)
|
|
compare_to_industry = ValidateAttr(field='compare_to_industry', type=CompareToIndustry)
|
|
delta_to_years = ValidateAttr(field='delta_to_years', type=FinancialIndexs)
|
|
delta_to_industry = ValidateAttr(field='delta_to_industry', type=FinancialIndexs)
|
|
index_details = ValidateAttr(field='index_details', instance_list=IndexDetails)
|
|
|
|
fields_map = {
|
|
"cid": "企业ID",
|
|
"update_time": "更新时间",
|
|
"rid": "评价ID",
|
|
"report_date": "财报期",
|
|
"compare_to_years": "财务得分年度比较",
|
|
"compare_to_industry": "财务得分同行比较",
|
|
"delta_to_years": "财务得分较去年变化",
|
|
"delta_to_industry": "财务得分较同行差异",
|
|
"index_details": "指标详情"
|
|
}
|
|
|
|
|
|
class BusinessElementsAnalysis(SpecObject):
|
|
"""经营要素分析"""
|
|
class ComplianceRisk(SpecObject):
|
|
"""合规风险"""
|
|
genre = ValidateAttr(field='genre', type=str)
|
|
quantity = ValidateAttr(field='quantity', type=int)
|
|
affect = ValidateAttr(field='affect', type=str)
|
|
|
|
fields_map = {
|
|
"genre": "类型",
|
|
"quantity": "数量",
|
|
"affect": "影响"
|
|
}
|
|
|
|
class OperationalRisk(SpecObject):
|
|
"""经营风险"""
|
|
genre = ValidateAttr(field='genre', type=str)
|
|
quantity = ValidateAttr(field='quantity', type=int)
|
|
affect = ValidateAttr(field='affect', type=str)
|
|
|
|
fields_map = {
|
|
"genre": "类型",
|
|
"quantity": "数量",
|
|
"affect": "影响"
|
|
}
|
|
|
|
class PeripheralRisk(SpecObject):
|
|
"""周边风险"""
|
|
genre = ValidateAttr(field='genre', type=str)
|
|
quantity = ValidateAttr(field='quantity', type=int)
|
|
detail = ValidateAttr(field='detail', type=list)
|
|
|
|
fields_map = {
|
|
"genre": "类型",
|
|
"quantity": "数量",
|
|
"detail": "详情"
|
|
}
|
|
|
|
class ChangeLog(SpecObject):
|
|
"""变更记录"""
|
|
genre = ValidateAttr(field='genre', type=str)
|
|
quantity = ValidateAttr(field='quantity', type=int)
|
|
affect = ValidateAttr(field='affect', type=str)
|
|
|
|
fields_map = {
|
|
"genre": "类型",
|
|
"quantity": "数量",
|
|
"affect": "影响"
|
|
}
|
|
|
|
cid = ValidateAttr(field='cid', type=str, length=8, default=None)
|
|
rid = ValidateAttr(field='rid', type=str, length=8, default=None)
|
|
update_time = ValidateAttr(field='update_time', func=Validate.time_format)
|
|
risk_score = ValidateAttr(field='risk_score', type=(int, float))
|
|
risk_level = ValidateAttr(field='risk_level', type=str, in_list=['高', '较高', '中等', '警示', '低'])
|
|
risk_quantity = ValidateAttr(field='risk_quantity', type=int)
|
|
untrustworthy_list = ValidateAttr(field='untrustworthy_list', type=str, in_list=['是', '否'])
|
|
compliance_risk = ValidateAttr(field='compliance_risk', instance_list=ComplianceRisk)
|
|
operational_risk = ValidateAttr(field='operational_risk', instance_list=OperationalRisk)
|
|
peripheral_risk = ValidateAttr(field='peripheral_risk', instance_list=PeripheralRisk)
|
|
change_log = ValidateAttr(field='change_log', instance_list=ChangeLog)
|
|
|
|
fields_map = {
|
|
"cid": "企业ID",
|
|
"rid": "评价ID",
|
|
"update_time": "更新日期",
|
|
"risk_score": "风险分数",
|
|
"risk_level": "风险级别",
|
|
"risk_quantity": "风险数量",
|
|
"untrustworthy_list": "列入失信名单",
|
|
"compliance_risk": "合规风险",
|
|
"operational_risk": "经营风险",
|
|
"peripheral_risk": "周边风险",
|
|
"change_log": "变更记录"
|
|
}
|
|
|
|
|
|
class EsgRatingAnalysis(SpecObject):
|
|
"""ESG评价分析"""
|
|
class EsgRating(SpecObject):
|
|
"""ESG评级"""
|
|
rating = ValidateAttr(field='rating', type=str)
|
|
score = ValidateAttr(field='score', type=(float, int))
|
|
industry = ValidateAttr(field='industry', type=str)
|
|
|
|
fields_map = {
|
|
"rating": "ESG评级",
|
|
"score": "ESG综合得分",
|
|
"industry": "行业"
|
|
}
|
|
|
|
class DimensionScore(SpecObject):
|
|
"""维度得分情况"""
|
|
dimension = ValidateAttr(field='dimension', type=str)
|
|
weights = ValidateAttr(field='weights', type=str)
|
|
score = ValidateAttr(field='score', type=(float, int))
|
|
score_change = ValidateAttr(field='score_change', type=str)
|
|
industry_average = ValidateAttr(field='industry_average', type=str)
|
|
|
|
fields_map = {
|
|
"dimension": "维度",
|
|
"weights": "权重",
|
|
"score": "公司得分",
|
|
"score_change": "得分变化",
|
|
"industry_average": "行业均分"
|
|
}
|
|
|
|
cid = ValidateAttr(field='cid', type=str, length=8, default=None)
|
|
rid = ValidateAttr(field='rid', type=str, length=8, default=None)
|
|
update_time = ValidateAttr(field='update_time', func=Validate.time_format)
|
|
esg_rating = ValidateAttr(field='esg_rating', type=EsgRating)
|
|
dimension_score = ValidateAttr(field='dimension_score', instance_list=DimensionScore)
|
|
|
|
fields_map = {
|
|
"cid": "企业ID",
|
|
"rid": "评价ID",
|
|
"update_time": "更新日期",
|
|
"esg_rating": "ESG评级",
|
|
"dimension_score": "维度得分情况"
|
|
}
|
|
|