395 lines
9.8 KiB
Python
395 lines
9.8 KiB
Python
import operator
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def social_rating(param):
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"""
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社会部分打分
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Parameters:
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param dict 填报问卷
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Returns:
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score float 社会部分得分
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"""
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result = dict()
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result['离职人数占比'] = calculation_01(param)
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result['人均薪酬涨幅'] = calculation_02(param)
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result['劳动合同中的工作时长（周）'] = calculation_03(param)
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result['劳动纠纷'] = calculation_04(param)
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result['安全事故'] = calculation_05(param)
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result['提供培训'] = calculation_06(param)
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result['社保缴纳是否符合当地标准'] = calculation_07(param)
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result['公积金缴纳是否符合当地标准'] = calculation_08(param)
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result['是否提供员工体检'] = calculation_09(param)
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result['是否提供带薪假期'] = calculation_10(param)
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result['公司从前三大供货商拿货占比'] = calculation_11(param)
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result['公司前3大客户销量占比'] = calculation_12(param)
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result['公司返修、退回、投诉产品比例（%）'] = calculation_13(param)
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result['扶贫+捐赠规模（万元）'] = calculation_14(param)
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result['司法风险'] = calculation_15(param)
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fraction = list()
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if result['司法风险'] == 'S=0':
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score = 0
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else:
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for key, value in result.items():
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if key == '司法风险':
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continue
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else:
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fraction.append(value)
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score = sum(fraction)
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result['合计'] = score
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return result
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def calculation_01(param):
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"""
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离职人数占比
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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try:
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year_begin = round(three_year_data[0]['当年离职人数'] / three_year_data[0]['员工总数（年底）'], 2)
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year_middle = round(three_year_data[1]['当年离职人数'] / three_year_data[1]['员工总数（年底）'], 2)
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year_end = round(three_year_data[2]['当年离职人数'] / three_year_data[2]['员工总数（年底）'], 2)
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factor_01 = (year_begin + year_middle + year_end) / 3 * 100 <= 20
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factor_02 = 20 < (year_begin + year_middle + year_end) / 3 * 100 <= 30
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if factor_01:
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score = 5
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elif factor_02:
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score = 2
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else:
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score = 0
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except ZeroDivisionError:
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score = 0
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return score
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def calculation_02(param):
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"""
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人均薪酬涨幅
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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try:
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year_begin = three_year_data[0]['人均薪酬水平（元/月）']
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year_end = three_year_data[2]['人均薪酬水平（元/月）']
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factor = (year_end / year_begin) ** (1 / 2) - 1 >= 0.03
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if factor:
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score = 2
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else:
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score = 0
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except ZeroDivisionError:
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score = 0
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return score
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def calculation_03(param):
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"""
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劳动合同中的工作时长（周）
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['劳动合同要求工作时长（每周小时数）']
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year_middle = three_year_data[1]['劳动合同要求工作时长（每周小时数）']
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year_end = three_year_data[2]['劳动合同要求工作时长（每周小时数）']
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factor = (year_end + year_middle + year_begin) / 3 <= 45
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if factor:
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score = 4
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else:
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score = 0
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return score
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def calculation_04(param):
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"""
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劳动纠纷
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['劳资纠纷次数']
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year_middle = three_year_data[1]['劳资纠纷次数']
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year_end = three_year_data[2]['劳资纠纷次数']
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factor = (year_end + year_middle + year_begin) <= 0
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if factor:
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score = 3
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else:
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score = 0
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return score
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def calculation_05(param):
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"""
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安全事故
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['安全事故发生次数']
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year_middle = three_year_data[1]['安全事故发生次数']
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year_end = three_year_data[2]['安全事故发生次数']
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factor = (year_end + year_middle + year_begin) <= 0
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if factor:
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score = 3
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else:
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score = 0
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return score
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def calculation_06(param):
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"""
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提供培训
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['组织培训次数']
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year_middle = three_year_data[1]['组织培训次数']
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year_end = three_year_data[2]['组织培训次数']
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factor_01 = (year_end + year_middle + year_begin) >= 4
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factor_02 = (year_end + year_middle + year_begin) >= 1
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if factor_01:
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score = 5
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elif factor_02:
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score = 2
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else:
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score = 0
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return score
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def calculation_07(param):
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"""
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社保缴纳是否符合当地标准
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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anwser = param['社会问卷']['其他类型问卷'][0]
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if anwser == 'A':
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score = 1
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else:
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score = 0
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return score
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def calculation_08(param):
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"""
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公积金缴纳是否符合当地标准
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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anwser = param['社会问卷']['其他类型问卷'][1]
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if anwser == 'A':
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score = 1
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else:
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score = 0
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return score
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def calculation_09(param):
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"""
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是否提供员工体检
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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anwser = param['社会问卷']['其他类型问卷'][2]
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if anwser == 'A':
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score = 1
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else:
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score = 0
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return score
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def calculation_10(param):
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"""
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是否提供带薪假期
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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anwser = param['社会问卷']['其他类型问卷'][3]
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if anwser == 'A':
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score = 1
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else:
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score = 0
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return score
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def calculation_11(param):
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"""
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公司从前三大供货商拿货占比
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['公司从前3大供应商拿货占全部供应商比例（%）']
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year_end = three_year_data[2]['公司从前3大供应商拿货占全部供应商比例（%）']
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factor = year_begin >= year_end
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if factor:
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score = 1
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else:
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score = 0
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return score
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def calculation_12(param):
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"""
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公司前3大客户销量占比
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['公司前3大客户销售额占全部销售比例（%）']
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year_end = three_year_data[2]['公司前3大客户销售额占全部销售比例（%）']
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factor = year_begin >= year_end
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if factor:
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score = 1
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else:
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score = 0
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return score
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def calculation_13(param):
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"""
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公司返修、退回、投诉产品比例（%）
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_end = three_year_data[0]['返修、退回、投诉产品对应销售额占全部销售比例（%）']
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year_begin = three_year_data[2]['返修、退回、投诉产品对应销售额占全部销售比例（%）']
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factor = year_begin >= year_end
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if factor:
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score = 1
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else:
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score = 0
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return score
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def calculation_14(param):
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"""
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扶贫+捐赠规模（万元）
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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# Parameter
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three_year_data = sorted(param['社会问卷']['近三年公司数据'], key=operator.itemgetter('年份'), reverse=False)
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year_begin = three_year_data[0]['扶贫+捐赠规模（万元）']
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year_middle = three_year_data[1]['扶贫+捐赠规模（万元）']
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year_end = three_year_data[2]['扶贫+捐赠规模（万元）']
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factor_01 = (year_end + year_middle + year_begin) > 0
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if factor_01:
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score = 5
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else:
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score = 0
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return score
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def calculation_15(param):
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"""
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司法风险
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Parameters:
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param dict 填报问卷
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Returns:
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score int 得分
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"""
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risk = param['风险数据']
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score = None
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for value in risk.values():
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if value > 0:
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score = 'S=0'
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break
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else:
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score = 0
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return score
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