293 lines
9.4 KiB
Python
293 lines
9.4 KiB
Python
import os
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import copy
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import json
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import random
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import time
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import requests
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from esg.esg_db import *
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from user.user_db import FIND_USER_INFO
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from user.user_impl import check_verified
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def get_current_year():
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"""
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获取当前年度
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Parameters:
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-
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Returns:
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current_year 当前年度
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"""
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current_year = time.strftime("%Y", time.localtime()) + "年"
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return current_year
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def gen_new_rid():
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"""
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生成新的评价ID，如果该ID存在，则重新生成
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Parameters:
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-
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Returns:
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new_id: 生成的企业ID
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"""
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# 生成新ID
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new_id = make_id(8)
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# 检查新ID是否存在，如果存在则继续生成新ID
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case = find_rating_records({"评价ID": new_id}) is []
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while case:
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new_id = make_id(8)
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# 新ID可使用，返回新ID
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return new_id
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def make_3_report_dates():
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"""
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生成最近三年报告期 日期
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Parameters:
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-
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Returns:
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report_dates 三年报告期
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"""
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current_year = int(time.strftime("%Y", time.localtime()))-1
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date_01 = str(current_year) + '年'
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date_02 = str(current_year-1) + '年'
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date_03 = str(current_year-2) + '年'
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report_dates = [date_01, date_02, date_03]
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return report_dates
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def make_id(num):
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"""
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随机生成字符串
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"""
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choices = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789'
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salt = ''
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for i in range(num):
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salt += random.choice(choices)
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return salt
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def rating_records_by_cid(cid):
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"""
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查询一家企业的所有评价记录
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Parameters:
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cid: 企业ID
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Returns:
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records: 企业的评价记录
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"""
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report_link = '/file/get_company_report?file_id={}'
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certification_link = "/file/get_certification?file_id={}"
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records = find_rating_records({"企业ID": cid, "评价项目": "ESG评价"})
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for record in records:
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if records is not None:
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record['报告'] = report_link.format(record['报告fid']) if record['报告fid'] is not None else None
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record['证书'] = certification_link.format(record['证书fid']) if record['证书fid'] is not None else None
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record.pop('企业ID')
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record.pop('报告fid')
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record.pop('证书fid')
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return records
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def start_esg_rating_script(cid):
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"""
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开始进行esg评价的数据填报
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Parameters:
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cid: 企业ID
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Returns:
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record 填报信息
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"""
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# 检查是否已认证
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if not check_verified(cid):
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return "该企业未认证", {}
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# 根据企业ID和当前年度查询是否存在当年的填报记录
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exist_input_form = find_rating_inputs({"企业ID": cid, "评价年度": get_current_year()})
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# 若存在填报记录，根据评价ID查询评价记录该评价是否完成
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if exist_input_form:
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# 已完成 本年度不能再填报
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if find_rating_records({"评价ID": exist_input_form[0]["评价ID"]})[0]['进行状态'] == "完成":
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return "本年度已评价", {}
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# 未完成 返回已经填报保存的数据
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else:
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exist_input_form[0].pop('评价ID')
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exist_input_form[0].pop('企业ID')
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return "继续填报", exist_input_form[0]
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# 不存在填报记录 新生成填报记录、评价记录 返回空填报记录对象
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else:
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# 新生成填报ID
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new_rid = gen_new_rid()
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# 生成报告期
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report_dates = make_3_report_dates()
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# 新填报记录
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company_name = FIND_USER_INFO({"企业ID": cid})[0]['企业名称']
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input_json = '/static/template/esg_input.json'
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with open(os.path.dirname(__file__) + input_json, "r", encoding='utf-8') as f:
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new_input = json.load(f)
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new_input['评价ID'] = new_rid
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new_input['企业ID'] = cid
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new_input['企业名称'] = company_name
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new_input['评价年度'] = get_current_year()
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new_input['公司收入'] = dict()
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for y in range(3):
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new_input['公司收入'][report_dates[y]] = None
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for sheets in ['环境问卷', '社会问卷', '治理问卷']:
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for i in range(3):
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new_input[sheets]['近三年公司数据'][i]['年份'] = report_dates[i]
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# 生成新评价记录
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rating_json = '/static/template/rating.json'
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with open(os.path.dirname(__file__) + rating_json, "r", encoding='utf-8') as f:
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rating = json.load(f)
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rating['评价ID'] = new_rid
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rating['企业ID'] = cid
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rating['评价项目'] = "ESG评价"
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rating['评价方式'] = "企业申报"
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rating['进行状态'] = "进行"
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# 深拷贝新填报记录，不然保存后会生成_id
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return_input = copy.deepcopy(new_input)
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# 插入新填报记录
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insert_general_input(new_input)
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# 插入新评价记录
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insert_rating_records(rating)
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# 执行风险数据清洗程序
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url = "http://139.9.249.34:51011/etl_tfse/rating/esg_risk_data"
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token = "dmfd7FshT!5Wng9^gcCcQV7T6FBnVgl4"
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headers = {'token': token, 'Content-Type': 'application/json; charset=UTF-8'}
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data = json.dumps({"company_id": cid, "company_name": company_name, "evaluation_id": new_rid})
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requests.post(url, headers=headers, data=data)
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return "开始填报", return_input
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def save_general_input_form(cid, input_form):
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"""
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保存综合信用评价填报
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Parameters:
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cid: 企业ID
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input_form: 填报表单
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Returns:
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res: desc
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"""
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rid = find_rating_records({"企业ID": cid, "进行状态": "进行"})[0]['评价ID']
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update_general_input(rid, input_form)
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def exec_esg_rating_scripts(cid):
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"""
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开始esg评价流程
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Parameters:
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cid: 企业ID
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Returns:
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res: desc
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"""
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# prepar
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record = find_rating_records({"企业ID": cid, "进行状态": "进行"})
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if not record:
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return False, "没有正在进行的评价"
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# Parameters
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rid = record[0]["评价ID"]
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inputs = find_rating_inputs({"评价ID": rid})[0]
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risks = {"风险数据": find_risk_data(rid)[0]}
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risks["风险数据"].pop('企业ID')
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risks["风险数据"].pop('评价ID')
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risks["风险数据"].pop('更新日期')
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rating_inputs = {**inputs, **risks}
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# 打分模型
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def esg_model():
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url = "http://139.9.249.34:51012/esg_rating/rating/esg_model"
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token = "X0gSlC!YE8jmr2jJr&ilcjS83j!tsoh5"
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headers = {'token': token, "Content-Type": "application/json;charset=UTF-8"}
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data = json.dumps({"input_data": rating_inputs})
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res = requests.post(url, headers=headers, data=data)
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if res.status_code == 200:
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update_data = {
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"评价结果": json.loads(res.text)['result'],
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"评价时间": time.strftime("%Y-%m-%d", time.localtime())
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}
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update_rating_records({"评价ID": rid}, update_data)
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return True
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else:
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return False
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# 生成报告
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def gen_report():
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url = "http://139.9.249.34:51012/tfse_rating/report/generate_esg_report"
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token = "X0gSlC!YE8jmr2jJr&ilcjS83j!tsoh5"
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headers = {'token': token, "Content-Type": "application/json;charset=UTF-8"}
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data = {
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"company": rating_inputs['企业名称'],
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"cid": rating_inputs['企业ID'],
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"rid": rating_inputs['评价ID']
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}
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res = requests.post(url, headers=headers, data=json.dumps(data))
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if res.status_code == 200:
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update_data = {
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"报告fid": json.loads(res.text)['result']['FileID']
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}
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update_rating_records({"评价ID": rid}, update_data)
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return True
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else:
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return False
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# 生成证书
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def gen_certified():
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url = "http://139.9.249.34:51012/tfse_rating/certificate/generate_certificate"
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token = "X0gSlC!YE8jmr2jJr&ilcjS83j!tsoh5"
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headers = {'token': token, "Content-Type": "application/json;charset=UTF-8"}
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data = {
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"company": rating_inputs['企业名称'],
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"cid": rating_inputs['企业ID'],
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"rid": rating_inputs['评价ID'],
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"type": "esg"
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}
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res = requests.post(url, headers=headers, data=json.dumps(data))
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if res.status_code == 200:
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update_data = {
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"证书fid": json.loads(res.text)['result']['FileID']
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}
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update_rating_records({"评价ID": rid}, update_data)
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return True
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else:
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return False
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# 生成企业主页数据
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def esg_index():
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url = "http://139.9.249.34:51011/etl_tfse/company/esg_index_etl"
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token = "dmfd7FshT!5Wng9^gcCcQV7T6FBnVgl4"
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headers = {'token': token, "Content-Type": "application/json;charset=UTF-8"}
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data = {
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"rid": rating_inputs['评价ID']
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}
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res = requests.post(url, headers=headers, data=json.dumps(data))
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if res.status_code == 200:
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return True
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else:
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return False
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if not esg_model():
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return False, "打分失败"
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if not gen_report():
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return False, "生成报告失败"
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if not gen_certified():
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return False, "生成证书失败"
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if not esg_index():
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return False, "准备主页数据失败"
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update_rating_records({"评价ID": rid}, {"进行状态": "完成"})
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return True, "执行成功"
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