2023-08-02 10:18:36 +08:00
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import requests as rq
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import json
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import pandas as pd
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import numpy as np
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from fastapi import HTTPException
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def parse_file_data_interface(file_path):
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pass
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questionnaire_dict = dict()
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financial_dict = dict()
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xls = pd.read_excel(file_path, sheet_name=None)
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for sheet_name, df in xls.items():
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if sheet_name == '问卷数据':
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questionnaire_data = df.iloc[0:55, 0:2]
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questionnaire_data = questionnaire_data.replace(np.nan, None)
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questionnaire_dict = dict(zip(questionnaire_data.iloc[:, 0], questionnaire_data.iloc[:, 1]))
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miss_val = list()
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for key, val in questionnaire_dict.items():
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if val is None:
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miss_val.append(key)
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# if miss_val:
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# miss_val = ",".join(miss_val)
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# print("问卷数据未填报完整：{}".format(miss_val))
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# raise HTTPException(status_code=400, detail="问卷数据未填报完整：{}".format(miss_val))
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elif sheet_name == '财务数据':
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# 获取财务数据年份
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financial_time = df.iloc[0, 1:3].index.tolist()
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year = 1
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for j in financial_time:
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try:
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if '年' in j:
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year += 1
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except TypeError:
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continue
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financial_dict = dict()
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financial_data = df.iloc[0:, 0:year]
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financial_data.drop(financial_data.tail(1).index, inplace=True)
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financial_data = financial_data.replace(np.nan, None)
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for i in range(len(financial_time)):
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try:
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if '年' in financial_time[i]:
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financial_dict[financial_time[i]] = dict(
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zip(financial_data.iloc[:, 0], financial_data.iloc[:, i + 1]))
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except TypeError:
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continue
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return {
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2023-08-04 16:59:19 +08:00
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"问卷数据": questionnaire_dict,
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"财报数据": financial_dict
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}
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2023-08-02 10:18:36 +08:00
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def parse_file_data_interface2(file_path):
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file_data = {
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"问卷数据": {
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"公司全称": "成都普瑞眼科医院股份有限公司",
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"统一社会信用代码": "91510106785430077J",
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"2020~2022年公司股东变更次数": 2,
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"是否设立董事会": "是",
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"董事会人数": 8,
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"独立董事人数": 2,
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"董事会会议次数": 10,
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"董事会出席率": 100,
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"是否设立监事会": "是",
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"监事会人数": 3,
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"非职工监事委派单位": "内部选举",
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"是否设立党委会": "否",
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"公司战略符合哪些": "绿色、双碳、人才、创新、乡村振兴、国家安全、金融安全、就业优先",
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"是否将风险管理纳入公司战略": "是",
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"是否设立风险管理部门": "是",
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"公司风险管理体系覆盖哪些部门": "市场、后勤、人力、财务、合规",
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"2022年末数字化或智能化的风险控制方式覆盖比例": 50,
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"2022年公司数据安全投入金额": 152,
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"为公司提供数据安全的供应商名称": "华为技术有限公司、华为云计算技术有限公司",
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"2022年产品研发投入金额": 200.5,
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"2022年末公司产品系列": 2,
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"2022年末公司产品种类": 5,
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"2022年末公司产品数量": 100,
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"2022年公司新产品数量": 15,
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"公司是否曾被纳入黑名单": "否",
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"近三年公司信用修复次数": 0,
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"公司获得的国家级荣誉数量": 5,
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"公司获得的省级荣誉数量": 10,
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"公司注册商标数量": 20,
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"知名商标或品牌数量（例如驰名商标）": 2,
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"国家级商标或品牌数量": 5,
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"省级商标或品牌数量": 10,
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"2022年公司缴纳的社会保险": 102.58,
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"公司缴纳的社会保险种类": "五险一金",
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"2022年公司员工因公死亡数量": 2,
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"2022年公司员工工伤数量": 5,
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"2022年公司提供服务次数": 102584,
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"2022年公司被客户投诉次数": 265,
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"2020~2022年公司信贷、债券、非标融资违约次数": 0,
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"2020~2022年公司信贷、债券、非标融资违约金额": 0,
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"2022年公司因关联方违约代偿的金额": 15,
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"2022年公司应为关联方代偿金额（为关联方提供担保，且该关联方发生违约的金额）": 120,
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"2020年公司股东或关联方给予公司的资金支持金额": 200,
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"2021年公司股东或关联方给予公司的资金支持金额": 200,
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"2022年公司股东或关联方给予公司的资金支持金额": 200,
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"2020年公司关联交易金额": 159.28,
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"2021年公司关联交易金额": 195.88,
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"2022年公司关联交易金额": 205.68,
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"公司是否参与行业标准和规范制定": "是",
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"牵头制定的行业标准名称": "《千古》《有何不可》《知足》",
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"牵头制定的规范名称": "《葡萄成熟时》《陪你度过漫长岁月》",
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"参与制定的行业标准名称": "《慢慢喜欢你》",
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"参与制定的规范名称": "《姗姗》"
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},
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"财报数据": {
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"2021年末": {
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2023-08-04 16:59:19 +08:00
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"数据是否经过审计": "是",
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2023-08-02 10:18:36 +08:00
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"财务数据": "2021年末",
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"资产负债表": None,
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"总资产": 6478468.9,
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"净资产": 1772251.9,
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"流动资产": 5231207.8,
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"流动负债": 1293325.2,
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"存货": 3858229.4,
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"预付账款": 36937.9,
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"应收票据": 0,
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"应收账款": 4691.4,
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"利润表": None,
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"营业收入": 58448.8,
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"主营业务成本": 60885.4,
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"利润总额": 30918.8,
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"净利润": 25281.9,
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"总负债": 25281.9,
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"计入财务费用的利息支出": 5704.1,
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"现金流量表": None,
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"经营性净现金流": -476663.2
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},
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"2022年末": {
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"数据是否经过审计": "是",
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"财务数据": "2022年末",
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"资产负债表": None,
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"总资产": 7437834.9,
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"净资产": 2269957.7,
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"流动资产": 5753381.9,
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"流动负债": 1546735.1,
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"存货": 4458149.5,
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"预付账款": 14129.6,
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"应收票据": 0,
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"应收账款": 7474.9,
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"利润表": None,
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"营业收入": 214701.3,
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"主营业务成本": 162917.8,
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"利润总额": 84587.2,
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"净利润": 69785.4,
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"总负债": 25281.9,
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"计入财务费用的利息支出": 18922.5,
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"现金流量表": None,
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"经营性净现金流": -178170.9
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}
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}
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}
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return file_data
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def bj_rate_interface(rate_data):
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"""
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保健业评级接口
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"""
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res = rq.post('http://127.0.0.1:8010/api/health_industry/score_calculate', json.dumps(
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{"name": '保健服务业信誉评级模型', "index": rate_data}), timeout=8)
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print(rate_data)
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data = res.json()
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return data
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2023-08-04 16:59:19 +08:00
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def smebiz_create_flow(id):
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print(f"创建评级流程:{id}")
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return id
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res = rq.post('http://127.0.0.1:8010/api/model_management/new_process_file', json.dumps(
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{"pid": id, "model_name": "中小商业企业信用模型"}), timeout=8)
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def smebiz_post_wj_data(pid, data):
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res = rq.post('http://127.0.0.1:8010/api/model_management/upload_reference_data', json.dumps(
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{"pid": pid, "data": data}), timeout=8)
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print(res)
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def smebiz_rate_interface(pid):
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"""
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中小商业企业评级接口
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"""
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res = rq.post('http://127.0.0.1:8010/api/model_management/score_result', json.dumps(
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{"pid": pid}), timeout=8)
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data = res.json()
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return data
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2023-08-02 10:18:36 +08:00
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def bj_finance_cal_interface(data):
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"""
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财报指标计算接口
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"""
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res = rq.post('http://127.0.0.1:8010/api/health_industry/index_calculate', json.dumps(
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{"name": '保健服务业信誉评级模型', "index": data}), timeout=8)
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data = res.json()
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return data
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