BrandCultivation/models/rank/data/config.py

class CustConfig:
    FEATURE_COLUMNS = [
        "BB_RETAIL_CUSTOMER_CODE",              # 零售户代码
        "BB_RTL_CUST_MARKET_TYPE_NAME",         # 零售户市场类型名称
        "BB_RTL_CUST_BUSINESS_TYPE_NAME",       # 零售客户业态名称
        "BB_RTL_CUST_CHAIN_FLAG",               # 零售户连锁标识
        "MD04_MG_RTL_CUST_CREDITCLASS_NAME",    # 零售户信用等级名称
        "MD04_DIR_SAL_STORE_FLAG",              # 直营店标识
        "BB_CUSTOMER_MANAGER_SCOPE_NAME",       # 零售户经营范围名称
        "BB_RTL_CUST_TERMINAL_LEVEL_NAME",      # 零售户终端层级名称
        "OPERATOR_EDU",                         # 零售客户经营者文化程度
        "STORE_AREA",                           # 店铺经营面积
        "OPERATOR_AGE",                         # 经营者年龄
        "PRODUCT_INSALE_QTY",                   # 在销品规数
    ]
    
    ONEHOT_CAT = {
        "BB_RTL_CUST_MARKET_TYPE_NAME":           ["城网", "农网"],
        "BB_RTL_CUST_BUSINESS_TYPE_NAME":         ["便利店", "超市", "烟草专业店", "娱乐服务类", "其他"],
        "BB_RTL_CUST_CHAIN_FLAG":                 ["是", "否"],
        "MD04_MG_RTL_CUST_CREDITCLASS_NAME":      ["AAA", "AA", "A", "B", "C", "D"],
        "MD04_DIR_SAL_STORE_FLAG":                ["是", "否"],
        "BB_CUSTOMER_MANAGER_SCOPE_NAME":         ["是", "否"],
        "BB_RTL_CUST_TERMINAL_LEVEL_NAME":        ["普通终端", "一般现代终端", "合作终端", "加盟终端", "直营终端"],
        "OPERATOR_EDU":                           [1, 2, 3, 4, 5, 6, 7, "无数据"],
        "STORE_AREA":                             ["0-20", "20-30", "30-40", "40-60", "60-80", "80-100", "100-120", "120以上"],
        "OPERATOR_AGE":                           ["18-30", "31-40", "41-50", "51-65", "66-80", "80以上"],
        "PRODUCT_INSALE_QTY":                     ["0-10", "11-20", "21-30", "31-40", "41-50", "51-60", 
                                                   "61-70", "71-80", "81-90", "91-100", "101-110", "111-120", 
                                                   "121-130", "131-140", "141-150", "151-160", "161-170", "171-180", 
                                                   "181-190", "191-200", "201-210", "211-220", "221-230", "231-240", 
                                                   "241-250", "251-260", "261-270", "271-280", "281-290", "291-350"],
    }
    
    CLEANING_RULES = {
        "BB_RTL_CUST_MARKET_TYPE_NAME":         {"method": "fillna", "opt": "fill", "value": "城网", "type": "str"},
        "BB_RTL_CUST_BUSINESS_TYPE_NAME":       {"method": "fillna", "opt": "fill", "value": "其他", "type": "str"},
        "BB_RTL_CUST_CHAIN_FLAG":               {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "MD04_MG_RTL_CUST_CREDITCLASS_NAME":    {"method": "fillna", "opt": "fill", "value": "B", "type": "str"},
        "MD04_DIR_SAL_STORE_FLAG":              {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "BB_CUSTOMER_MANAGER_SCOPE_NAME":       {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "BB_RTL_CUST_TERMINAL_LEVEL_NAME":      {"method": "fillna", "opt": "fill", "value": "普通终端", "type": "str"},
        "OPERATOR_EDU":                         {"method": "fillna", "opt": "fill", "value": "无数据", "type": "str"},
        "STORE_AREA":                           {"method": "fillna", "opt": "fill", "value": "0-20", "type": "str"},
        "OPERATOR_AGE":                         {"method": "fillna", "opt": "fill", "value": "31-40", "type": "str"},
        "PRODUCT_INSALE_QTY":                   {"method": "fillna", "opt": "fill", "value": "0-10", "type": "str"},
    }

class ProductConfig:
    FEATURE_COLUMNS = [
        "product_code",                  # 商品编码
        "factory_name",                  # 产地(工业公司名称)
        "brand_name",                    # 品牌名称
        "is_low_tar",                    # 低焦油卷烟
        "is_medium",                     # 中支烟
        "is_tiny",                       # 细支烟
        "is_coarse",                     # 粗支烟（同时非中非细）
        "is_exploding_beads",            # 爆珠烟
        "is_abnormity",                  # 异形包装
        "is_cig",                        # 雪茄烟
        "is_chuangxin",                  # 创新品类
        "direct_retail_price",           # 卷烟建议零售价
        "tbc_total_length",              # 烟支总长度
        "product_style",                 # 包装类型
    ]
    
    ONEHOT_CAT = {
        "factory_name":                    ["安徽中烟", "澳门云福卷烟厂", "北欧烟草集团", "博格集团", "重庆中烟", "川渝中烟", "菲利普莫里斯亚洲", 
                                            "福建中烟", "甘肃工业", "广东中烟", "广西中烟", "贵州中烟", "海南红塔", "河北中烟", "河南中烟", 
                                            "黑龙江工业", "红塔辽宁烟草", "湖北中烟", "湖南中烟", "吉林工业", "家源开发股份有限公司", 
                                            "嘉莱赫国际有限公司", "江苏中烟", "江西中烟", "凯德控股有限公司", "力量雪茄烟草有限公司", 
                                            "南洋兄弟烟草股份", "内蒙古昆明卷烟", "日本烟草（香港）有限公司", "三宝麟国际集团", "厦门调拨站", 
                                            "山东中烟", "山西昆明烟草", "陕西中烟", "上海烟草(集团)公司", "上海烟草公司", "深圳工业", "四川中烟", 
                                            "特富意烟草(国际)", "雪茄客烟草国际贸易有限公司", "耀莱雪茄控股有限公司", "引领国际有限公司", 
                                            "英飞烽香港有限公司", "英美烟草中国有限公司", "云南中烟", "浙江中烟", "中茄国际贸易有限公司", 
                                            "中烟英美烟草国际有限公司", "株式会社 KT&G", "无"],
        "brand_name":                      ["万宝路", "555", "骆驼(国外)", "大华", "娇子", "大青山", "龙凤呈祥", "黄鹤楼", "真龙", "七匹狼", 
                                            "芙蓉王", "双喜(广)", "贵烟", "钓鱼台", "红双喜(南洋)", "云烟", "蒙特", "富恩特", "拉·加莱拉", "苏烟", 
                                            "丹纳曼", "黄山", "南京", "利群", "金桥", "泰山", "好日子", "石林", "美登", "红河", "嘉辉", "七星", 
                                            "都彭", "天下秀", "长城", "高希霸", "钻石", "金圣", "王冠雪茄", "黄金叶", "中南海", "长白山", "红旗渠", 
                                            "建牌", "大卫杜夫", "罗密欧", "茂大", "红金龙", "天子", "熊猫", "双喜(深)", "大前门", "兰州", 
                                            "红双喜(沪)", "雄狮", "广州", "红玫王", "黄果树", "红塔山", "福", "小熊猫", "爱喜", "蒙特利", "玉溪", 
                                            "都宝", "麦克纽杜", "卡里罗", "中华", "牡丹(沪)", "阿里山", "顺百利", "白沙", "羊城", "白云", 
                                            "特美思", "国宾", "帕特加", "比德奥", "冬虫夏草", "威龙（湛江）", "香格里拉", "红梅", "延安", 
                                            "特富意", "石狮", "金香港", "好猫", "登喜路", "乐迪", "林海灵芝", "椰树", "北京", "大红鹰", "大丰收", 
                                            "红双喜(武汉)", "五叶神", "狮", "优民", "将军", "遵义", "恒大", "飞马", "红三环", "芙蓉", "工字", 
                                            "古田", "狮牌", "君力", "哈尔滨", "梦都", "香梅(阜阳)", "哈德门", "梅州", "红山茶", "猴王", "沙龙", 
                                            "潘趣", "狮子牌", "上海", "红玫", "醒宝", "广州湾", "百乐门", "关塔那摩", "威斯", "五一", "寿百年", 
                                            "人民大会堂", "土楼", "三沙", "西湖", "光明", "阿诗玛", "宝亨", "恭贺新禧", "长寿", "茶花", "迎客松", 
                                            "龙烟", "金澳门", "宝岛", "多米尼加之花", "国喜", "金驼", "君特欧", "上游", "幸福", "春城", "吉庆", 
                                            "黄山松", "黄金龙", "紫气东来", "彼亚赛", "银辉", "潮牌", "庐山", "三峡", "壹支笔", "双叶", "无"],
        "is_low_tar":                      ["是", "否"],
        "is_medium":                       ["是", "否"],
        "is_tiny":                         ["是", "否"],
        "is_coarse":                       ["是", "否"],
        "is_exploding_beads":              ["是", "否"],
        "is_abnormity":                    ["是", "否"],
        "is_cig":                          ["是", "否"],
        "is_chuangxin":                    ["是", "否"],
        "direct_retail_price":             ["0-5", "5-10", "10-15", "15-20", "20-26", "26-30", "30-40",
                                            "40-50", "50-65", "65-80", "80-100", "100以上", "5-9.9", "10-19.9",
                                            "20-29.9", "30-39.9", "40-49.9", "50-59.9", "60-69.9", "70-79.9", "80-89.9",
                                            "90-99.9", "100-109.9", "110-119.9", "120-129.9", "130-139.9", "140-149.9",
                                            "150-199.9", "200-249.9", "250-499.9", "500以上"],
        "tbc_total_length":                ["小于79", "80-88", "89-100", "大于120"],
        "product_style":                   ["条盒硬盒", "条包硬盒", "条盒软盒", "条包软盒", "铁盒", "其他"],
    }
    
    CLEANING_RULES = {
        "factory_name":          {"method": "fillna", "opt": "fill", "value": "无", "type": "str"},
        "brand_name":            {"method": "fillna", "opt": "fill", "value": "无", "type": "str"},
        "is_low_tar":            {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_medium":             {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_tiny":               {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_coarse":             {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_exploding_beads":    {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_abnormity":          {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_cig":                {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "is_chuangxin":          {"method": "fillna", "opt": "fill", "value": "否", "type": "str"},
        "direct_retail_price":   {"method": "fillna", "opt": "fill", "value": "0-5", "type": "str"},
        "tbc_total_length":      {"method": "fillna", "opt": "fill", "value": "小于79", "type": "str"},
        "product_style":         {"method": "fillna", "opt": "fill", "value": "其他", "type": "str"},
    }

class OrderConfig:
    FEATURE_COLUMNS = [
        "cust_code",                      # 零售户编码
        "product_code",                   # 品牌规格编码
        "sale_qty",                       # 销量包
        # "sale_qty_l",                     # 销量上期
        # "sale_qty_hb",                    # 销量环比
        # "sale_amt",                       # 销售额包
    ]
    
class ShopConfig:
    FEATURE_COLUMNS = [
        "cust_code",                      # 客户编码
        "r_home_num",                     # 常驻人口_居住人数
        "r_work_num",                     # 常驻人口_工作人数
        "r_resident_num",                 # 常驻人口_工作或居住人数
        "r_urban_cons_middle",            # 常驻人口_城市消费水平_中
        "r_urban_cons_low",               # 常驻人口_城市消费水平_低
        "r_urban_cons_lower",             # 常驻人口_城市消费水平_次低
        "r_urban_cons_secondhigh",        # 常驻人口_城市消费水平_次高
        "r_urban_cons_high",              # 常驻人口_城市消费水平_高
        "r_edu_junior_middle",            # 常驻人口_学历_初中
        "r_edu_doctor",                   # 常驻人口_学历_博士
        "r_edu_specialty",                # 常驻人口_学历_大专
        "r_edu_primary",                  # 常驻人口_学历_小学
        "r_edu_college",                  # 常驻人口_学历_本科
        "r_edu_postgraduate",             # 常驻人口_学历_硕士
        "r_edu_senior_middle",            # 常驻人口_学历_高中
        "r_house_price79999",             # 常驻人口_居住社区房价_60000_79999
        "r_house_price59999",             # 常驻人口_居住社区房价_40000_59999
        "r_house_price39999",             # 常驻人口_居住社区房价_20000_39999
        "r_house_price19999",             # 常驻人口_居住社区房价_10000_19999
        "r_house_price9999",              # 常驻人口_居住社区房价_8000_9999
        "r_house_price7999",              # 常驻人口_居住社区房价_5000_7999
        "r_house_price4999",              # 常驻人口_居住社区房价_2000_4999
        "r_age_17",                       # 常驻人口_年龄_0_17
        "r_age_24",                       # 常驻人口_年龄_18_24
        "r_age_30",                       # 常驻人口_年龄_25_30
        "r_age_35",                       # 常驻人口_年龄_31_35
        "r_age_40",                       # 常驻人口_年龄_36_40
        "r_age_45",                       # 常驻人口_年龄_41_45
        "r_age_60",                       # 常驻人口_年龄_46_60
        "r_age_over_60",                  # 常驻人口_年龄_61以上
        "r_sex_woman",                    # 常驻人口_性别_女
        "r_sex_man",                      # 常驻人口_性别_男
        "r_catering_50",                  # 常驻人口_餐饮消费水平_50
        "r_catering_100",                 # 常驻人口_餐饮消费水平_100
        "r_catering_150",                 # 常驻人口_餐饮消费水平_150
        "r_catering_200",                 # 常驻人口_餐饮消费水平_200
        "r_catering_500",                 # 常驻人口_餐饮消费水平_500
        "r_catering_over_500",            # 常驻人口_餐饮消费水平_500以上
        "r_catering_times_2",             # 常驻人口_餐饮消费频次_1_2
        "r_catering_times_4",             # 常驻人口_餐饮消费频次_2_4
        "r_catering_times_6",             # 常驻人口_餐饮消费频次_4_6
        "r_catering_times_8",             # 常驻人口_餐饮消费频次_6_8
        "r_catering_times_10",            # 常驻人口_餐饮消费频次_8_10
        "r_catering_times_11",            # 常驻人口_餐饮消费频次_11以上
        "r_native_beijing",               # 常驻人口_家乡地_北京市
        "r_native_tianjing",              # 常驻人口_家乡地_天津市
        "r_native_hebei",                 # 常驻人口_家乡地_河北省
        "r_native_shanxi",                # 常驻人口_家乡地_山西省
        "r_native_neimeng",               # 常驻人口_家乡地_内蒙古
        "r_native_liaoning",              # 常驻人口_家乡地_辽宁省
        "r_native_jilin",                 # 常驻人口_家乡地_吉林省
        "r_native_heilongjiang",          # 常驻人口_家乡地_黑龙江省
        "r_native_shanghai",              # 常驻人口_家乡地_上海市
        "r_native_jiangsu",               # 常驻人口_家乡地_江苏省
        "r_native_zhejiang",              # 常驻人口_家乡地_浙江省
        "r_native_anhui",                 # 常驻人口_家乡地_安徽省
        "r_native_fujian",                # 常驻人口_家乡地_福建省
        "r_native_jiangix",               # 常驻人口_家乡地_江西省
        "r_native_shandong",              # 常驻人口_家乡地_山东省
        "r_native_henan",                 # 常驻人口_家乡地_河南省
        "r_native_hubei",                 # 常驻人口_家乡地_湖北省
        "r_native_hunan",                 # 常驻人口_家乡地_湖南省
        "r_native_guangdong",             # 常驻人口_家乡地_广东省
        "r_native_hainan",                # 常驻人口_家乡地_海南省
        "r_native_sichuan",               # 常驻人口_家乡地_四川省
        "r_native_guizhou",               # 常驻人口_家乡地_贵州省
        "r_native_yunnan",                # 常驻人口_家乡地_云南省
        "r_native_shan",                  # 常驻人口_家乡地_陕西省
        "r_native_gansu",                 # 常驻人口_家乡地_甘肃省
        "r_native_qinghai",               # 常驻人口_家乡地_青海省
        "r_native_guangxi",               # 常驻人口_家乡地_广西壮族自治区
        "r_native_ningxia",               # 常驻人口_家乡地_宁夏回族自治区
        "r_native_xinjiang",              # 常驻人口_家乡地_新疆维吾尔自治区
        "r_native_xizang",                # 常驻人口_家乡地_西藏自治区
        "r_native_chongqing",             # 常驻人口_家乡地_重庆市
        "r_native_hongkong",              # 常驻人口_家乡地_香港
        "r_native_macao",                 # 常驻人口_家乡地_澳门
        "r_native_taiwan",                # 常驻人口_家乡地_台湾
        "r_native_other",                 # 常驻人口_家乡地_其它
        "f_flow_num",                     # 流动人口_工作日_日均流动人口数量
        "f_holiday_flow_num",             # 流动人口_节假日_日均流动人口数量
        "f_workday_flow_num",             # 流动人口_日均流动人口数量
        "f_flowurban_cons_middle",        # 日均流动_城市消费水平_中
        "f_flowurban_cons_low",           # 日均流动_城市消费水平_低
        "f_flowurban_cons_lower",         # 日均流动_城市消费水平_次低
        "f_flowurban_cons_second_high",   # 日均流动_城市消费水平_次高
        "f_flowurban_cons_high",          # 日均流动_城市消费水平_高
        "f_flowedu_junior_middle",        # 日均流动_学历_初中
        "f_flowedu_doctor",               # 日均流动_学历_博士
        "f_flowedu_specialty",            # 日均流动_学历_大专
        "f_flowedu_primary",              # 日均流动_学历_小学
        "f_flowedu_college",              # 日均流动_学历_本科
        "f_flowedu_postgraduate",         # 日均流动_学历_硕士
        "f_flowedu_senior_middle",        # 日均流动_学历_高中
        "f_flowhouse_middle",             # 日均流动_居住社区房价_中
        "f_flowhouse_low",                # 日均流动_居住社区房价_低
        "f_flowhouse_lower",              # 日均流动_居住社区房价_次低
        "f_flowhouse_second_high",        # 日均流动_居住社区房价_次高
        "f_flowhouse_high",               # 日均流动_居住社区房价_高
        "f_flowage_17",                   # 日均流动_年龄_0_17
        "f_flowage_24",                   # 日均流动_年龄_18_24
        "f_flowage_30",                   # 日均流动_年龄_25_30
        "f_flowage_35",                   # 日均流动_年龄_31_35
        "f_flowage_40",                   # 日均流动_年龄_36_40
        "f_flowage_45",                   # 日均流动_年龄_41_45
        "f_flowage_60",                   # 日均流动_年龄_46_60
        "f_flowage_over_60",              # 日均流动_年龄_61以上
        "f_flowsex_woman",                # 日均流动_性别_女
        "f_flowsex_man",                  # 日均流动_性别_男
        "f_holidayurban_cons_middle",     # 节假日流动_城市消费水平_中
        "f_holidayurban_cons_low",        # 节假日流动_城市消费水平_低
        "f_holidayurban_cons_lower",      # 节假日流动_城市消费水平_次低
        "f_holidayurban_cons_secondhigh", # 节假日流动_城市消费水平_次高
        "f_holidayurban_cons_high",       # 节假日流动_城市消费水平_高
        "f_holidayedu_junior_middle",     # 节假日流动_学历_初中
        "f_holidayedu_doctor",            # 节假日流动_学历_博士
        "f_holidayedu_specialty",         # 节假日流动_学历_大专
        "f_holidayedu_primary",           # 节假日流动_学历_小学
        "f_holidayedu_college",           # 节假日流动_学历_本科
        "f_holidayedu_postgraduate",      # 节假日流动_学历_硕士
        "f_holidayedu_senior_middle",     # 节假日流动_学历_高中
        "f_holidayhouse_middle",          # 节假日流动_居住社区房价_中
        "f_holidayhouse_low",             # 节假日流动_居住社区房价_低
        "f_holidayhouse_lower",           # 节假日流动_居住社区房价_次低
        "f_holidayhouse_second_high",     # 节假日流动_居住社区房价_次高
        "f_holidayhouse_high",            # 节假日流动_居住社区房价_高
        "f_holidayage_17",                # 节假日流动_年龄_0_17
        "f_holidayage_24",                # 节假日流动_年龄_18_24
        "f_holidayage_30",                # 节假日流动_年龄_25_30
        "f_holidayage_35",                # 节假日流动_年龄_31_35
        "f_holidayage_40",                # 节假日流动_年龄_36_40
        "f_holidayage_45",                # 节假日流动_年龄_41_45
        "f_holidayage_60",                # 节假日流动_年龄_46_60
        "f_holidayage_over_60",           # 节假日流动_年龄_61以上
        "f_holidaysex_woman",             # 节假日流动_性别_女
        "f_holidaysex_man",               # 节假日流动_性别_男
        "f_workday_urban_cons_middle",    # 工作日流动_城市消费水平_中
        "f_workday_urban_cons_low",       # 工作日流动_城市消费水平_低
        "f_workday_urban_cons_lower",     # 工作日流动_城市消费水平_次低
        "f_workday_urban_cons_secondhigh",# 工作日流动_城市消费水平_次高
        "f_workday_urban_cons_high",      # 工作日流动_城市消费水平_高
        "f_workday_edu_junior_middle",    # 工作日流动_学历_初中
        "f_workday_edu_doctor",           # 工作日流动_学历_博士
        "f_workday_edu_specialty",        # 工作日流动_学历_大专
        "f_workday_edu_primary",          # 工作日流动_学历_小学
        "f_workday_edu_college",          # 工作日流动_学历_本科
        "f_workday_edu_postgraduate",     # 工作日流动_学历_硕士
        "f_workday_edu_senior_middle",    # 工作日流动_学历_高中
        "f_workday_house_middle",         # 工作日流动_居住社区房价_中
        "f_workday_house_low",            # 工作日流动_居住社区房价_低
        "f_workday_house_lower",          # 工作日流动_居住社区房价_次低
        "f_workday_house_second_high",    # 工作日流动_居住社区房价_次高
        "f_workday_house_high",           # 工作日流动_居住社区房价_高
        "f_workday_age_17",               # 工作日流动_年龄_0_17
        "f_workday_age_24",               # 工作日流动_年龄_18_24
        "f_workday_age_30",               # 工作日流动_年龄_25_30
        "f_workday_age_35",               # 工作日流动_年龄_31_35
        "f_workday_age_40",               # 工作日流动_年龄_36_40
        "f_workday_age_45",               # 工作日流动_年龄_41_45
        "f_workday_age_60",               # 工作日流动_年龄_46_60
        "f_workday_age_over_60",          # 工作日流动_年龄_61以上
        "f_workday_sex_woman",            # 工作日流动_性别_女
        "f_workday_sex_man",              # 工作日流动_性别_男
    ]
    
    ONEHOT_CAT = {
        "r_home_num":                        ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10000以上"],
        "r_work_num":                        ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10000以上"],
        "r_resident_num":                    ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10001-20000", "20000以上"],
        "r_urban_cons_middle":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_urban_cons_low":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_urban_cons_lower":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_urban_cons_secondhigh":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_urban_cons_high":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_junior_middle":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_doctor":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_specialty":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_primary":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_college":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_postgraduate":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_edu_senior_middle":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price79999":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price59999":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price39999":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price19999":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price9999":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price7999":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_house_price4999":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_17":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_24":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_30":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_35":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_40":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_45":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_60":                          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_age_over_60":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_sex_woman":                       ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_sex_man":                         ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_50":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_100":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_150":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_200":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_500":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_over_500":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_2":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_4":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_6":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_8":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_10":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_catering_times_11":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_beijing":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_tianjing":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_hebei":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_shanxi":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_neimeng":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_liaoning":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_jilin":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_heilongjiang":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_shanghai":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_jiangsu":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_zhejiang":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_anhui":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_fujian":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_jiangix":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_shandong":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_henan":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_hubei":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_hunan":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_guangdong":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_hainan":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_sichuan":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_guizhou":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_yunnan":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_shan":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_gansu":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_qinghai":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_guangxi":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_ningxia":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_xinjiang":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_xizang":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_chongqing":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_hongkong":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_macao":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_taiwan":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "r_native_other":                    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flow_num":                        ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10001-50000", "50001-100000", "100000以上"],
        "f_holiday_flow_num":                ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10001-50000", "50001-100000", "100000以上"],
        "f_workday_flow_num":                ["0-100", "101-500", "501-2000", "2001-5000", "5001-10000", "10001-50000", "50001-100000", "100000以上"],
        "f_flowurban_cons_middle":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowurban_cons_low":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowurban_cons_lower":            ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowurban_cons_second_high":      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowurban_cons_high":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_junior_middle":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_doctor":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_specialty":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_primary":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_college":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_postgraduate":            ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowedu_senior_middle":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowhouse_middle":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowhouse_low":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowhouse_lower":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowhouse_second_high":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowhouse_high":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_17":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_24":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_30":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_35":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_40":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_45":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_60":                      ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowage_over_60":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowsex_woman":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_flowsex_man":                     ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayurban_cons_middle":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayurban_cons_low":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayurban_cons_lower":         ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayurban_cons_secondhigh":    ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayurban_cons_high":          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_junior_middle":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_doctor":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_specialty":            ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_primary":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_college":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_postgraduate":         ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayedu_senior_middle":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayhouse_middle":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayhouse_low":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayhouse_lower":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayhouse_second_high":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayhouse_high":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_17":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_24":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_30":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_35":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_40":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_45":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_60":                   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidayage_over_60":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidaysex_woman":                ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_holidaysex_man":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_urban_cons_middle":       ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_urban_cons_low":          ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_urban_cons_lower":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_urban_cons_secondhigh":   ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_urban_cons_high":         ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_junior_middle":       ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_doctor":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_specialty":           ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_primary":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_college":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_postgraduate":        ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_edu_senior_middle":       ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_house_middle":            ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_house_low":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_house_lower":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_house_second_high":       ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_house_high":              ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_17":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_24":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_30":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_35":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_40":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_45":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_60":                  ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_age_over_60":             ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_sex_woman":               ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
        "f_workday_sex_man":                 ["0-10", "10-20", "20-30", "30-40", "40-50", "50-60", "60-70", "70-80", "80-90", "90-100"],
    }
    
    CLEANING_RULES = {
        "r_home_num":                    {"method": "fillna", "opt": "fill", "value": "501-2000", "type": "str"},
        "r_work_num":                    {"method": "fillna", "opt": "fill", "value": "501-2000", "type": "str"},
        "r_resident_num":                {"method": "fillna", "opt": "fill", "value": "501-2000", "type": "str"},
        "r_urban_cons_middle":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_urban_cons_low":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_urban_cons_lower":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_urban_cons_secondhigh":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_urban_cons_high":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_junior_middle":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_doctor":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_specialty":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_primary":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_college":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_postgraduate":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_edu_senior_middle":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price79999":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price59999":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price39999":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price19999":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price9999":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price7999":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_house_price4999":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_17":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_24":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_30":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_35":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_40":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_45":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_60":                      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_age_over_60":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_sex_woman":                   {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_sex_man":                     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_50":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_100":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_150":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_200":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_500":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_over_500":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_2":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_4":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_6":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_8":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_10":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_catering_times_11":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_beijing":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_tianjing":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_hebei":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_shanxi":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_neimeng":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_liaoning":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_jilin":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_heilongjiang":         {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_shanghai":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_jiangsu":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_zhejiang":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_anhui":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_fujian":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_jiangix":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_shandong":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_henan":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_hubei":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_hunan":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_guangdong":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_hainan":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_sichuan":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_guizhou":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_yunnan":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_shan":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_gansu":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_qinghai":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_guangxi":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_ningxia":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_xinjiang":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_xizang":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_chongqing":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_hongkong":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_macao":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_taiwan":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "r_native_other":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flow_num":                    {"method": "fillna", "opt": "fill", "value": "2001-5000", "type": "str"},
        "f_holiday_flow_num":            {"method": "fillna", "opt": "fill", "value": "2001-5000", "type": "str"},
        "f_workday_flow_num":            {"method": "fillna", "opt": "fill", "value": "2001-5000", "type": "str"},
        "f_flowurban_cons_middle":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowurban_cons_low":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowurban_cons_lower":        {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowurban_cons_second_high":  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowurban_cons_high":         {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_junior_middle":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_doctor":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_specialty":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_primary":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_college":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_postgraduate":        {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowedu_senior_middle":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowhouse_middle":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowhouse_low":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowhouse_lower":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowhouse_second_high":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowhouse_high":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_17":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_24":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_30":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_35":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_40":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_45":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_60":                  {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowage_over_60":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowsex_woman":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_flowsex_man":                 {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayurban_cons_middle":    {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayurban_cons_low":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayurban_cons_lower":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayurban_cons_secondhigh": {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayurban_cons_high":      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_junior_middle":    {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_doctor":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_specialty":        {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_primary":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_college":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_postgraduate":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayedu_senior_middle":    {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayhouse_middle":         {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayhouse_low":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayhouse_lower":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayhouse_second_high":    {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayhouse_high":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_17":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_24":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_30":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_35":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_40":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_45":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_60":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidayage_over_60":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidaysex_woman":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_holidaysex_man":              {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_urban_cons_middle":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_urban_cons_low":        {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_urban_cons_lower":      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_urban_cons_secondhigh": {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_urban_cons_high":       {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_junior_middle":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_doctor":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_specialty":         {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_primary":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_college":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_postgraduate":      {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_edu_senior_middle":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_house_middle":          {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_house_low":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_house_lower":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_house_second_high":     {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_house_high":            {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_17":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_24":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_30":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_35":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_40":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_45":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_60":                {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_age_over_60":           {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_sex_woman":             {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
        "f_workday_sex_man":               {"method": "fillna", "opt": "fill", "value": "40-50", "type": "str"},
    }

class ImportanceFeaturesMap:
    CUSTOM_FEATURES_MAP = {
        "BB_RTL_CUST_MARKET_TYPE_NAME":         "零售户市场类型名称",
        "BB_RTL_CUST_BUSINESS_TYPE_NAME":       "零售客户业态名称",
        "BB_RTL_CUST_CHAIN_FLAG":               "零售户连锁标识",
        "MD04_MG_RTL_CUST_CREDITCLASS_NAME":    "零售户信用等级名称",
        "MD04_DIR_SAL_STORE_FLAG":              "直营店标识",
        "BB_CUSTOMER_MANAGER_SCOPE_NAME":       "零售户经营范围名称",
        "BB_RTL_CUST_TERMINAL_LEVEL_NAME":      "零售户终端层级名称",
        "OPERATOR_EDU":                         "零售客户经营者文化程度",
        "STORE_AREA":                           "店铺经营面积",
        "OPERATOR_AGE":                         "经营者年龄",
        "PRODUCT_INSALE_QTY":                   "在销品规数",
    }
    
    PRODUCT_FEATRUES_MAP = {
        "factory_name":              "产地",
        "brand_name":                "品牌名称",
        "is_low_tar":                "低焦油卷烟",
        "is_medium":                 "中支烟",
        "is_tiny":                   "细支烟",
        "is_coarse":                 "粗支烟",
        "is_exploding_beads":        "爆珠烟",
        "is_abnormity":              "异形包装",
        "is_cig":                    "雪茄烟",
        "is_chuangxin":              "创新品类",
        "direct_retail_price":       "卷烟建议零售价",
        "tbc_total_length":          "烟支总长度",
        "product_style":             "包装类型",
    }
    
    SHOPING_FEATURES_MAP = {
        "r_home_num":                          "常驻人口_居住人数",
        "r_work_num":                          "常驻人口_工作人数",
        "r_resident_num":                      "常驻人口_工作或居住人数",
        "r_urban_cons_middle":                 "常驻人口_城市消费水平_中",
        "r_urban_cons_low":                    "常驻人口_城市消费水平_低",
        "r_urban_cons_lower":                  "常驻人口_城市消费水平_次低",
        "r_urban_cons_secondhigh":             "常驻人口_城市消费水平_次高",
        "r_urban_cons_high":                   "常驻人口_城市消费水平_高",
        "r_edu_junior_middle":                 "常驻人口_学历_初中",
        "r_edu_doctor":                        "常驻人口_学历_博士",
        "r_edu_specialty":                     "常驻人口_学历_大专",
        "r_edu_primary":                       "常驻人口_学历_小学",
        "r_edu_college":                       "常驻人口_学历_本科",
        "r_edu_postgraduate":                  "常驻人口_学历_硕士",
        "r_edu_senior_middle":                 "常驻人口_学历_高中",
        "r_house_price79999":                  "常驻人口_居住社区房价_60000_79999",
        "r_house_price59999":                  "常驻人口_居住社区房价_40000_59999",
        "r_house_price39999":                  "常驻人口_居住社区房价_20000_39999",
        "r_house_price19999":                  "常驻人口_居住社区房价_10000_19999",
        "r_house_price9999":                   "常驻人口_居住社区房价_8000_9999",
        "r_house_price7999":                   "常驻人口_居住社区房价_5000_7999",
        "r_house_price4999":                   "常驻人口_居住社区房价_2000_4999",
        "r_age_17":                            "常驻人口_年龄_0_17",
        "r_age_24":                            "常驻人口_年龄_18_24",
        "r_age_30":                            "常驻人口_年龄_25_30",
        "r_age_35":                            "常驻人口_年龄_31_35",
        "r_age_40":                            "常驻人口_年龄_36_40",
        "r_age_45":                            "常驻人口_年龄_41_45",
        "r_age_60":                            "常驻人口_年龄_46_60",
        "r_age_over_60":                       "常驻人口_年龄_61以上",
        "r_sex_woman":                         "常驻人口_性别_女",
        "r_sex_man":                           "常驻人口_性别_男",
        "r_catering_50":                       "常驻人口_餐饮消费水平_50",
        "r_catering_100":                      "常驻人口_餐饮消费水平_100",
        "r_catering_150":                      "常驻人口_餐饮消费水平_150",
        "r_catering_200":                      "常驻人口_餐饮消费水平_200",
        "r_catering_500":                      "常驻人口_餐饮消费水平_500",
        "r_catering_over_500":                 "常驻人口_餐饮消费水平_500以上",
        "r_catering_times_2":                  "常驻人口_餐饮消费频次_1_2",
        "r_catering_times_4":                  "常驻人口_餐饮消费频次_2_4",
        "r_catering_times_6":                  "常驻人口_餐饮消费频次_4_6",
        "r_catering_times_8":                  "常驻人口_餐饮消费频次_6_8",
        "r_catering_times_10":                 "常驻人口_餐饮消费频次_8_10",
        "r_catering_times_11":                 "常驻人口_餐饮消费频次_11以上",
        "r_native_beijing":                    "常驻人口_家乡地_北京市",
        "r_native_tianjing":                   "常驻人口_家乡地_天津市",
        "r_native_hebei":                      "常驻人口_家乡地_河北省",
        "r_native_shanxi":                     "常驻人口_家乡地_山西省",
        "r_native_neimeng":                    "常驻人口_家乡地_内蒙古",
        "r_native_liaoning":                   "常驻人口_家乡地_辽宁省",
        "r_native_jilin":                      "常驻人口_家乡地_吉林省",
        "r_native_heilongjiang":               "常驻人口_家乡地_黑龙江省",
        "r_native_shanghai":                   "常驻人口_家乡地_上海市",
        "r_native_jiangsu":                    "常驻人口_家乡地_江苏省",
        "r_native_zhejiang":                   "常驻人口_家乡地_浙江省",
        "r_native_anhui":                      "常驻人口_家乡地_安徽省",
        "r_native_fujian":                     "常驻人口_家乡地_福建省",
        "r_native_jiangix":                    "常驻人口_家乡地_江西省",
        "r_native_shandong":                   "常驻人口_家乡地_山东省",
        "r_native_henan":                      "常驻人口_家乡地_河南省",
        "r_native_hubei":                      "常驻人口_家乡地_湖北省",
        "r_native_hunan":                      "常驻人口_家乡地_湖南省",
        "r_native_guangdong":                  "常驻人口_家乡地_广东省",
        "r_native_hainan":                     "常驻人口_家乡地_海南省",
        "r_native_sichuan":                    "常驻人口_家乡地_四川省",
        "r_native_guizhou":                    "常驻人口_家乡地_贵州省",
        "r_native_yunnan":                     "常驻人口_家乡地_云南省",
        "r_native_shan":                       "常驻人口_家乡地_陕西省",
        "r_native_gansu":                      "常驻人口_家乡地_甘肃省",
        "r_native_qinghai":                    "常驻人口_家乡地_青海省",
        "r_native_guangxi":                    "常驻人口_家乡地_广西壮族自治区",
        "r_native_ningxia":                    "常驻人口_家乡地_宁夏回族自治区",
        "r_native_xinjiang":                   "常驻人口_家乡地_新疆维吾尔自治区",
        "r_native_xizang":                     "常驻人口_家乡地_西藏自治区",
        "r_native_chongqing":                  "常驻人口_家乡地_重庆市",
        "r_native_hongkong":                   "常驻人口_家乡地_香港",
        "r_native_macao":                      "常驻人口_家乡地_澳门",
        "r_native_taiwan":                     "常驻人口_家乡地_台湾",
        "r_native_other":                      "常驻人口_家乡地_其它",
        "f_flow_num":                          "流动人口_工作日_日均流动人口数量",
        "f_holiday_flow_num":                  "流动人口_节假日_日均流动人口数量",
        "f_workday_flow_num":                  "流动人口_日均流动人口数量",
        "f_flowurban_cons_middle":             "日均流动_城市消费水平_中",
        "f_flowurban_cons_low":                "日均流动_城市消费水平_低",
        "f_flowurban_cons_lower":              "日均流动_城市消费水平_次低",
        "f_flowurban_cons_second_high":        "日均流动_城市消费水平_次高",
        "f_flowurban_cons_high":               "日均流动_城市消费水平_高",
        "f_flowedu_junior_middle":             "日均流动_学历_初中",
        "f_flowedu_doctor":                    "日均流动_学历_博士",
        "f_flowedu_specialty":                 "日均流动_学历_大专",
        "f_flowedu_primary":                   "日均流动_学历_小学",
        "f_flowedu_college":                   "日均流动_学历_本科",
        "f_flowedu_postgraduate":              "日均流动_学历_硕士",
        "f_flowedu_senior_middle":             "日均流动_学历_高中",
        "f_flowhouse_middle":                  "日均流动_居住社区房价_中",
        "f_flowhouse_low":                     "日均流动_居住社区房价_低",
        "f_flowhouse_lower":                   "日均流动_居住社区房价_次低",
        "f_flowhouse_second_high":             "日均流动_居住社区房价_次高",
        "f_flowhouse_high":                    "日均流动_居住社区房价_高",
        "f_flowage_17":                        "日均流动_年龄_0_17",
        "f_flowage_24":                        "日均流动_年龄_18_24",
        "f_flowage_30":                        "日均流动_年龄_25_30",
        "f_flowage_35":                        "日均流动_年龄_31_35",
        "f_flowage_40":                        "日均流动_年龄_36_40",
        "f_flowage_45":                        "日均流动_年龄_41_45",
        "f_flowage_60":                        "日均流动_年龄_46_60",
        "f_flowage_over_60":                   "日均流动_年龄_61以上",
        "f_flowsex_woman":                     "日均流动_性别_女",
        "f_flowsex_man":                       "日均流动_性别_男",
        "f_holidayurban_cons_middle":          "节假日流动_城市消费水平_中",
        "f_holidayurban_cons_low":             "节假日流动_城市消费水平_低",
        "f_holidayurban_cons_lower":           "节假日流动_城市消费水平_次低",
        "f_holidayurban_cons_secondhigh":      "节假日流动_城市消费水平_次高",
        "f_holidayurban_cons_high":            "节假日流动_城市消费水平_高",
        "f_holidayedu_junior_middle":          "节假日流动_学历_初中",
        "f_holidayedu_doctor":                 "节假日流动_学历_博士",
        "f_holidayedu_specialty":              "节假日流动_学历_大专",
        "f_holidayedu_primary":                "节假日流动_学历_小学",
        "f_holidayedu_college":                "节假日流动_学历_本科",
        "f_holidayedu_postgraduate":           "节假日流动_学历_硕士",
        "f_holidayedu_senior_middle":          "节假日流动_学历_高中",
        "f_holidayhouse_middle":               "节假日流动_居住社区房价_中",
        "f_holidayhouse_low":                  "节假日流动_居住社区房价_低",
        "f_holidayhouse_lower":                "节假日流动_居住社区房价_次低",
        "f_holidayhouse_second_high":          "节假日流动_居住社区房价_次高",
        "f_holidayhouse_high":                 "节假日流动_居住社区房价_高",
        "f_holidayage_17":                     "节假日流动_年龄_0_17",
        "f_holidayage_24":                     "节假日流动_年龄_18_24",
        "f_holidayage_30":                     "节假日流动_年龄_25_30",
        "f_holidayage_35":                     "节假日流动_年龄_31_35",
        "f_holidayage_40":                     "节假日流动_年龄_36_40",
        "f_holidayage_45":                     "节假日流动_年龄_41_45",
        "f_holidayage_60":                     "节假日流动_年龄_46_60",
        "f_holidayage_over_60":                "节假日流动_年龄_61以上",
        "f_holidaysex_woman":                  "节假日流动_性别_女",
        "f_holidaysex_man":                    "节假日流动_性别_男",
        "f_workday_urban_cons_middle":         "工作日流动_城市消费水平_中",
        "f_workday_urban_cons_low":            "工作日流动_城市消费水平_低",
        "f_workday_urban_cons_lower":          "工作日流动_城市消费水平_次低",
        "f_workday_urban_cons_secondhigh":     "工作日流动_城市消费水平_次高",
        "f_workday_urban_cons_high":           "工作日流动_城市消费水平_高",
        "f_workday_edu_junior_middle":         "工作日流动_学历_初中",
        "f_workday_edu_doctor":                "工作日流动_学历_博士",
        "f_workday_edu_specialty":             "工作日流动_学历_大专",
        "f_workday_edu_primary":               "工作日流动_学历_小学",
        "f_workday_edu_college":               "工作日流动_学历_本科",
        "f_workday_edu_postgraduate":          "工作日流动_学历_硕士",
        "f_workday_edu_senior_middle":         "工作日流动_学历_高中",
        "f_workday_house_middle":              "工作日流动_居住社区房价_中",
        "f_workday_house_low":                 "工作日流动_居住社区房价_低",
        "f_workday_house_lower":               "工作日流动_居住社区房价_次低",
        "f_workday_house_second_high":         "工作日流动_居住社区房价_次高",
        "f_workday_house_high":                "工作日流动_居住社区房价_高",
        "f_workday_age_17":                    "工作日流动_年龄_0_17",
        "f_workday_age_24":                    "工作日流动_年龄_18_24",
        "f_workday_age_30":                    "工作日流动_年龄_25_30",
        "f_workday_age_35":                    "工作日流动_年龄_31_35",
        "f_workday_age_40":                    "工作日流动_年龄_36_40",
        "f_workday_age_45":                    "工作日流动_年龄_41_45",
        "f_workday_age_60":                    "工作日流动_年龄_46_60",
        "f_workday_age_over_60":               "工作日流动_年龄_61以上",
        "f_workday_sex_woman":                 "工作日流动_性别_女",
        "f_workday_sex_man":                   "工作日流动_性别_男",
    }
    
class DeliveryConfig:
    FEATURE_COLUMNS = [
        "customer_code",            # 零售户代码
        "goods_code",               # 卷烟代码
        "retail_index_week",        # 周市场零售价格监测指数
        "turnover_rate_collpoint",  # 采集点销售量动销率（周）
        "turnover_rate_terminal",   # 零售终端销售量动销率（周）
        "sale_qty",                 # 周销售量
    ]
    
    CLEANING_RULES = {
        "retail_index_week":                    {"method": "fillna", "opt": "fill", "value": 0.0000, "type": "num"},
        "turnover_rate_collpoint":              {"method": "fillna", "opt": "fill", "value": 0.0000, "type": "num"},
        "turnover_rate_terminal":               {"method": "fillna", "opt": "fill", "value": 0.0000, "type": "num"},
        "sale_qty":                             {"method": "fillna", "opt": "fill", "value": 0, "type": "num"},
    }