ESG评价分析
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@ -138,3 +138,23 @@ class CompanyImpl(Company):
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cc_rating.history_level = history_level
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cc_rating.history_level = history_level
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self.cc_rating_result = cc_rating
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self.cc_rating_result = cc_rating
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def get_esg_rating_result(self):
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"""ESG评价分析"""
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result = self.db.find_single_data_with_single_sort(
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"企业数据",
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"ESG评价分析",
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{"企业ID": self.cid},
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["评价ID", "更新日期", "ESG评级", "维度得分情况"],
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{"更新日期": -1}
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)
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esg_rating = ESGRating()
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if result:
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esg_rating.rid = result['评价ID']
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esg_rating.update_time = result["更新日期"]
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esg_rating.esg_level = self.dict_to_set(instance=ESGRating.ESGLevel, data=result['ESG评级'])
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esg_rating.factors_score = self.instance_list_to_set(instance=ESGRating.FactorsScore, data=result['维度得分情况'])
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self.esg_rating_result = esg_rating
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@ -72,90 +72,6 @@ class MainMember(SpecObject):
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}
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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': '研发费用异常',
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'interest_disbursement': '计入财务费的利息支出异常',
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'interest_expense': '资本化利息支出异常'
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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)
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interest_multiple = ValidateAttr(field="interest_multiple", type=float)
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accounts_receivable_turnover = ValidateAttr(field="accounts_receivable_turnover", type=float)
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total_asset_turnover = ValidateAttr(field="total_asset_turnover", type=float)
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total_asset_growth_rate = ValidateAttr(field="total_asset_growth_rate", type=float)
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roa = ValidateAttr(field="roa", type=float)
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technology_investment_ratio = ValidateAttr(field="technology_investment_ratio", type=float)
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operating_growth_rate = ValidateAttr(field="operating_growth_rate", type=float)
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assets_and_liabilities = ValidateAttr(field="assets_and_liabilities", type=float)
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quick_ratio = ValidateAttr(field="quick_ratio", type=float)
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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 HeadInfo(SpecObject):
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class HeadInfo(SpecObject):
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""""""
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""""""
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@ -351,6 +267,54 @@ class CCRating(SpecObject):
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}
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}
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class ESGRating(SpecObject):
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"""ESG评价分析"""
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class ESGLevel(SpecObject):
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"""ESG评级"""
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esg_level = ValidateAttr(field='esg_level', type=str, in_list=["A", "B", "C", "D", "E"])
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esg_score = ValidateAttr(field='esg_score', type=[int, float])
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industry = ValidateAttr(field='industry', type=str)
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fields_map = {
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"esg_level": "ESG评级",
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"esg_score": "ESG综合得分",
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"industry": "行业"
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}
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class FactorsScore(SpecObject):
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"""维度得分"""
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dimension = ValidateAttr(field='dimension', type=str)
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weight = ValidateAttr(field='weight', type=str)
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score = ValidateAttr(field='score', type=str)
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delta = ValidateAttr(field='delta', type=str)
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industry_average = ValidateAttr(field='industry_average', type=str)
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fields_map = {
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"dimension": "维度",
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"weight": "权重",
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"score": "公司得分",
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"delta": "得分变化",
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"industry_average": "行业均分"
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}
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cid = ValidateAttr(field='cid', type=str, length=8)
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update_time = ValidateAttr(field='update_time', func=Validate.time_format)
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rid = ValidateAttr(field='rid', type=str, default='')
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esg_level = ValidateAttr(field='esg_level', type=ESGLevel, default={})
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factors_score = ValidateAttr(field='factors_score', instance_list=FactorsScore, default=[])
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fields_map = {
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"cid": "企业ID",
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"update_time": "更新日期",
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"rid": "评价ID",
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"esg_level": "ESG评级",
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"factors_score": "维度得分情况"
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}
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class Company(SpecObject):
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class Company(SpecObject):
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"""企业"""
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"""企业"""
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@ -361,13 +325,8 @@ class Company(SpecObject):
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basic_info = ValidateAttr(field='basic_info', type=BasicInfo)
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basic_info = ValidateAttr(field='basic_info', type=BasicInfo)
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share_holder = ValidateAttr(field='share_holders', instance_list=ShareHolder)
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share_holder = ValidateAttr(field='share_holders', instance_list=ShareHolder)
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main_members = ValidateAttr(field="main_members", instance_list=MainMember)
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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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# income_sheet = {}
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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=CCRating)
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cc_rating_result = ValidateAttr(field='cc_rating_result', type=CCRating)
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esg_rating_result = ValidateAttr(field='esg_rating_result', type=dict)
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esg_rating_result = ValidateAttr(field='esg_rating_result', type=ESGRating)
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update_time = ValidateAttr(field='update_time', type=dict)
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update_time = ValidateAttr(field='update_time', type=dict)
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fields_map = {
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fields_map = {
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@ -378,11 +337,6 @@ class Company(SpecObject):
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"basic_info": "工商信息",
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"basic_info": "工商信息",
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"share_holders": "股东信息",
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"share_holders": "股东信息",
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"main_members": "主要成员",
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"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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"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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"esg_rating_result": "ESG评价结果",
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"update_time": "更新时间"
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"update_time": "更新时间"
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@ -399,3 +353,6 @@ class Company(SpecObject):
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def get_cc_rating_result(self):
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def get_cc_rating_result(self):
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"""综合信用评价"""
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"""综合信用评价"""
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def get_esg_rating_result(self):
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"""ESG评价分析"""
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@ -74,7 +74,20 @@ def cc_rating_route(**kwargs):
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@verify_token
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@verify_token
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def esg_rating_route(**kwargs):
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def esg_rating_route(**kwargs):
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"""ESG评价分析"""
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"""ESG评价分析"""
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return {"info": "查询结果", "result": {}}, 200
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try:
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impl = CompanyImpl()
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impl.cid = kwargs['cid']
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impl.get_esg_rating_result()
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if impl.esg_rating_result:
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result = impl.esg_rating_result.dict_to_show(columns=['更新日期', "ESG评级", "维度得分情况"])
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return {"info": "查询结果", "result": result}, 200
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else:
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return {"info": "查询结果", "result": {}}, 200
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except ReturnConditionCheckFailed as e:
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e.log_error()
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return {"info": e.failed_info}, e.status_code
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# except KeyError:
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# return {"info": "参数异常"}, 400
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@company_route.route('/financial_elements', methods=['GET'])
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@company_route.route('/financial_elements', methods=['GET'])
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