离线数仓 (十五) --------- DWT 层搭建

偏执的太偏执、 2024-04-01 11:46 44阅读 0赞

#### 目录 ####

*  一、访客主题
 *  二、用户主题
 *  三、商品主题
 *  四、优惠券主题
 *  五、活动主题
 *  六、地区主题
 *  七、DWT 层首日数据导入脚本
 *  八、DWT 层每日数据导入脚本

--------------------

## 一、访客主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_visitor_topic;
    CREATE EXTERNAL TABLE dwt_visitor_topic
    (
        `mid_id` STRING COMMENT '设备id',
        `brand` STRING COMMENT '手机品牌',
        `model` STRING COMMENT '手机型号',
        `channel` ARRAY<STRING> COMMENT '渠道',
        `os` ARRAY<STRING> COMMENT '操作系统',
        `area_code` ARRAY<STRING> COMMENT '地区ID',
        `version_code` ARRAY<STRING> COMMENT '应用版本',
        `visit_date_first` STRING  COMMENT '首次访问时间',
        `visit_date_last` STRING  COMMENT '末次访问时间',
        `visit_last_1d_count` BIGINT COMMENT '最近1日访问次数',
        `visit_last_1d_day_count` BIGINT COMMENT '最近1日访问天数',
        `visit_last_7d_count` BIGINT COMMENT '最近7日访问次数',
        `visit_last_7d_day_count` BIGINT COMMENT '最近7日访问天数',
        `visit_last_30d_count` BIGINT COMMENT '最近30日访问次数',
        `visit_last_30d_day_count` BIGINT COMMENT '最近30日访问天数',
        `visit_count` BIGINT COMMENT '累积访问次数',
        `visit_day_count` BIGINT COMMENT '累积访问天数'
    ) COMMENT '设备主题宽表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_visitor_topic'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

insert overwrite table dwt_visitor_topic partition(dt='2020-06-14')
    select
        nvl(1d_ago.mid_id,old.mid_id),
        nvl(1d_ago.brand,old.brand),
        nvl(1d_ago.model,old.model),
        nvl(1d_ago.channel,old.channel),
        nvl(1d_ago.os,old.os),
        nvl(1d_ago.area_code,old.area_code),
        nvl(1d_ago.version_code,old.version_code),
        case when old.mid_id is null and 1d_ago.is_new=1 then '2020-06-14'
             when old.mid_id is null and 1d_ago.is_new=0 then '2020-06-13'--无法获取准确的首次登录日期，给定一个数仓搭建日之前的日期
             else old.visit_date_first end,
        if(1d_ago.mid_id is not null,'2020-06-14',old.visit_date_last),
        nvl(1d_ago.visit_count,0),
        if(1d_ago.mid_id is null,0,1),
        nvl(old.visit_last_7d_count,0)+nvl(1d_ago.visit_count,0)- nvl(7d_ago.visit_count,0),
        nvl(old.visit_last_7d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(7d_ago.mid_id is null,0,1),
        nvl(old.visit_last_30d_count,0)+nvl(1d_ago.visit_count,0)- nvl(30d_ago.visit_count,0),
        nvl(old.visit_last_30d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(30d_ago.mid_id is null,0,1),
        nvl(old.visit_count,0)+nvl(1d_ago.visit_count,0),
        nvl(old.visit_day_count,0)+if(1d_ago.mid_id is null,0,1)
    from
    (
        select
            mid_id,
            brand,
            model,
            channel,
            os,
            area_code,
            version_code,
            visit_date_first,
            visit_date_last,
            visit_last_1d_count,
            visit_last_1d_day_count,
            visit_last_7d_count,
            visit_last_7d_day_count,
            visit_last_30d_count,
            visit_last_30d_day_count,
            visit_count,
            visit_day_count
        from dwt_visitor_topic
        where dt=date_add('2020-06-14',-1)
    )old
    full outer join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from dws_visitor_action_daycount
        where dt='2020-06-14'
    )1d_ago
    on old.mid_id=1d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from dws_visitor_action_daycount
        where dt=date_add('2020-06-14',-7)
    )7d_ago
    on old.mid_id=7d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from dws_visitor_action_daycount
        where dt=date_add('2020-06-14',-30)
    )30d_ago
    on old.mid_id=30d_ago.mid_id;

**C、查询加载结果**

## 二、用户主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_user_topic;
    CREATE EXTERNAL TABLE dwt_user_topic
    (
        `user_id` STRING  COMMENT '用户id',
        `login_date_first` STRING COMMENT '首次活跃日期',
        `login_date_last` STRING COMMENT '末次活跃日期',
        `login_date_1d_count` STRING COMMENT '最近1日登录次数',
        `login_last_1d_day_count` BIGINT COMMENT '最近1日登录天数',
        `login_last_7d_count` BIGINT COMMENT '最近7日登录次数',
        `login_last_7d_day_count` BIGINT COMMENT '最近7日登录天数',
        `login_last_30d_count` BIGINT COMMENT '最近30日登录次数',
        `login_last_30d_day_count` BIGINT COMMENT '最近30日登录天数',
        `login_count` BIGINT COMMENT '累积登录次数',
        `login_day_count` BIGINT COMMENT '累积登录天数',
        `order_date_first` STRING COMMENT '首次下单时间',
        `order_date_last` STRING COMMENT '末次下单时间',
        `order_last_1d_count` BIGINT COMMENT '最近1日下单次数',
        `order_activity_last_1d_count` BIGINT COMMENT '最近1日订单参与活动次数',
        `order_activity_reduce_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日订单减免金额(活动)',
        `order_coupon_last_1d_count` BIGINT COMMENT '最近1日下单用券次数',
        `order_coupon_reduce_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日订单减免金额(优惠券)',
        `order_last_1d_original_amount` DECIMAL(16,2) COMMENT '最近1日原始下单金额',
        `order_last_1d_final_amount` DECIMAL(16,2) COMMENT '最近1日最终下单金额',
        `order_last_7d_count` BIGINT COMMENT '最近7日下单次数',
        `order_activity_last_7d_count` BIGINT COMMENT '最近7日订单参与活动次数',
        `order_activity_reduce_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日订单减免金额(活动)',
        `order_coupon_last_7d_count` BIGINT COMMENT '最近7日下单用券次数',
        `order_coupon_reduce_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日订单减免金额(优惠券)',
        `order_last_7d_original_amount` DECIMAL(16,2) COMMENT '最近7日原始下单金额',
        `order_last_7d_final_amount` DECIMAL(16,2) COMMENT '最近7日最终下单金额',
        `order_last_30d_count` BIGINT COMMENT '最近30日下单次数',
        `order_activity_last_30d_count` BIGINT COMMENT '最近30日订单参与活动次数',
        `order_activity_reduce_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日订单减免金额(活动)',
        `order_coupon_last_30d_count` BIGINT COMMENT '最近30日下单用券次数',
        `order_coupon_reduce_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日订单减免金额(优惠券)',
        `order_last_30d_original_amount` DECIMAL(16,2) COMMENT '最近30日原始下单金额',
        `order_last_30d_final_amount` DECIMAL(16,2) COMMENT '最近30日最终下单金额',
        `order_count` BIGINT COMMENT '累积下单次数',
        `order_activity_count` BIGINT COMMENT '累积订单参与活动次数',
        `order_activity_reduce_amount` DECIMAL(16,2) COMMENT '累积订单减免金额(活动)',
        `order_coupon_count` BIGINT COMMENT '累积下单用券次数',
        `order_coupon_reduce_amount` DECIMAL(16,2) COMMENT '累积订单减免金额(优惠券)',
        `order_original_amount` DECIMAL(16,2) COMMENT '累积原始下单金额',
        `order_final_amount` DECIMAL(16,2) COMMENT '累积最终下单金额',
        `payment_date_first` STRING COMMENT '首次支付时间',
        `payment_date_last` STRING COMMENT '末次支付时间',
        `payment_last_1d_count` BIGINT COMMENT '最近1日支付次数',
        `payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日支付金额',
        `payment_last_7d_count` BIGINT COMMENT '最近7日支付次数',
        `payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日支付金额',
        `payment_last_30d_count` BIGINT COMMENT '最近30日支付次数',
        `payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日支付金额',
        `payment_count` BIGINT COMMENT '累积支付次数',
        `payment_amount` DECIMAL(16,2) COMMENT '累积支付金额',
        `refund_order_last_1d_count` BIGINT COMMENT '最近1日退单次数',
        `refund_order_last_1d_num` BIGINT COMMENT '最近1日退单件数',
        `refund_order_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日退单金额',
        `refund_order_last_7d_count` BIGINT COMMENT '最近7日退单次数',
        `refund_order_last_7d_num` BIGINT COMMENT '最近7日退单件数',
        `refund_order_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日退单金额',
        `refund_order_last_30d_count` BIGINT COMMENT '最近30日退单次数',
        `refund_order_last_30d_num` BIGINT COMMENT '最近30日退单件数',
        `refund_order_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日退单金额',
        `refund_order_count` BIGINT COMMENT '累积退单次数',
        `refund_order_num` BIGINT COMMENT '累积退单件数',
        `refund_order_amount` DECIMAL(16,2) COMMENT '累积退单金额',
        `refund_payment_last_1d_count` BIGINT COMMENT '最近1日退款次数',
        `refund_payment_last_1d_num` BIGINT COMMENT '最近1日退款件数',
        `refund_payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日退款金额',
        `refund_payment_last_7d_count` BIGINT COMMENT '最近7日退款次数',
        `refund_payment_last_7d_num` BIGINT COMMENT '最近7日退款件数',
        `refund_payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日退款金额',
        `refund_payment_last_30d_count` BIGINT COMMENT '最近30日退款次数',
        `refund_payment_last_30d_num` BIGINT COMMENT '最近30日退款件数',
        `refund_payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日退款金额',
        `refund_payment_count` BIGINT COMMENT '累积退款次数',
        `refund_payment_num` BIGINT COMMENT '累积退款件数',
        `refund_payment_amount` DECIMAL(16,2) COMMENT '累积退款金额',
        `cart_last_1d_count` BIGINT COMMENT '最近1日加入购物车次数',
        `cart_last_7d_count` BIGINT COMMENT '最近7日加入购物车次数',
        `cart_last_30d_count` BIGINT COMMENT '最近30日加入购物车次数',
        `cart_count` BIGINT COMMENT '累积加入购物车次数',
        `favor_last_1d_count` BIGINT COMMENT '最近1日收藏次数',
        `favor_last_7d_count` BIGINT COMMENT '最近7日收藏次数',
        `favor_last_30d_count` BIGINT COMMENT '最近30日收藏次数',
        `favor_count` BIGINT COMMENT '累积收藏次数',
        `coupon_last_1d_get_count` BIGINT COMMENT '最近1日领券次数',
        `coupon_last_1d_using_count` BIGINT COMMENT '最近1日用券(下单)次数',
        `coupon_last_1d_used_count` BIGINT COMMENT '最近1日用券(支付)次数',
        `coupon_last_7d_get_count` BIGINT COMMENT '最近7日领券次数',
        `coupon_last_7d_using_count` BIGINT COMMENT '最近7日用券(下单)次数',
        `coupon_last_7d_used_count` BIGINT COMMENT '最近7日用券(支付)次数',
        `coupon_last_30d_get_count` BIGINT COMMENT '最近30日领券次数',
        `coupon_last_30d_using_count` BIGINT COMMENT '最近30日用券(下单)次数',
        `coupon_last_30d_used_count` BIGINT COMMENT '最近30日用券(支付)次数',
        `coupon_get_count` BIGINT COMMENT '累积领券次数',
        `coupon_using_count` BIGINT COMMENT '累积用券(下单)次数',
        `coupon_used_count` BIGINT COMMENT '累积用券(支付)次数',
        `appraise_last_1d_good_count` BIGINT COMMENT '最近1日好评次数',
        `appraise_last_1d_mid_count` BIGINT COMMENT '最近1日中评次数',
        `appraise_last_1d_bad_count` BIGINT COMMENT '最近1日差评次数',
        `appraise_last_1d_default_count` BIGINT COMMENT '最近1日默认评价次数',
        `appraise_last_7d_good_count` BIGINT COMMENT '最近7日好评次数',
        `appraise_last_7d_mid_count` BIGINT COMMENT '最近7日中评次数',
        `appraise_last_7d_bad_count` BIGINT COMMENT '最近7日差评次数',
        `appraise_last_7d_default_count` BIGINT COMMENT '最近7日默认评价次数',
        `appraise_last_30d_good_count` BIGINT COMMENT '最近30日好评次数',
        `appraise_last_30d_mid_count` BIGINT COMMENT '最近30日中评次数',
        `appraise_last_30d_bad_count` BIGINT COMMENT '最近30日差评次数',
        `appraise_last_30d_default_count` BIGINT COMMENT '最近30日默认评价次数',
        `appraise_good_count` BIGINT COMMENT '累积好评次数',
        `appraise_mid_count` BIGINT COMMENT '累积中评次数',
        `appraise_bad_count` BIGINT COMMENT '累积差评次数',
        `appraise_default_count` BIGINT COMMENT '累积默认评价次数'
    )COMMENT '会员主题宽表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_user_topic/'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

![在这里插入图片描述][4277d1c54eb24cae88219733d529fca9.png]

1.首日装载

insert overwrite table dwt_user_topic partition(dt='2020-06-14')
    select
        id,
        login_date_first,--以用户的创建日期作为首次登录日期
        nvl(login_date_last,date_add('2020-06-14',-1)),--若有历史登录记录，则根据历史记录获取末次登录日期，否则统一指定一个日期
        nvl(login_last_1d_count,0),
        nvl(login_last_1d_day_count,0),
        nvl(login_last_7d_count,0),
        nvl(login_last_7d_day_count,0),
        nvl(login_last_30d_count,0),
        nvl(login_last_30d_day_count,0),
        nvl(login_count,0),
        nvl(login_day_count,0),
        order_date_first,
        order_date_last,
        nvl(order_last_1d_count,0),
        nvl(order_activity_last_1d_count,0),
        nvl(order_activity_reduce_last_1d_amount,0),
        nvl(order_coupon_last_1d_count,0),
        nvl(order_coupon_reduce_last_1d_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_activity_last_7d_count,0),
        nvl(order_activity_reduce_last_7d_amount,0),
        nvl(order_coupon_last_7d_count,0),
        nvl(order_coupon_reduce_last_7d_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_activity_last_30d_count,0),
        nvl(order_activity_reduce_last_30d_amount,0),
        nvl(order_coupon_last_30d_count,0),
        nvl(order_coupon_reduce_last_30d_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_activity_count,0),
        nvl(order_activity_reduce_amount,0),
        nvl(order_coupon_count,0),
        nvl(order_coupon_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        payment_date_first,
        payment_date_last,
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_num,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_num,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_num,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_num,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_num,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_num,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_num,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_num,0),
        nvl(refund_payment_amount,0),
        nvl(cart_last_1d_count,0),
        nvl(cart_last_7d_count,0),
        nvl(cart_last_30d_count,0),
        nvl(cart_count,0),
        nvl(favor_last_1d_count,0),
        nvl(favor_last_7d_count,0),
        nvl(favor_last_30d_count,0),
        nvl(favor_count,0),
        nvl(coupon_last_1d_get_count,0),
        nvl(coupon_last_1d_using_count,0),
        nvl(coupon_last_1d_used_count,0),
        nvl(coupon_last_7d_get_count,0),
        nvl(coupon_last_7d_using_count,0),
        nvl(coupon_last_7d_used_count,0),
        nvl(coupon_last_30d_get_count,0),
        nvl(coupon_last_30d_using_count,0),
        nvl(coupon_last_30d_used_count,0),
        nvl(coupon_get_count,0),
        nvl(coupon_using_count,0),
        nvl(coupon_used_count,0),
        nvl(appraise_last_1d_good_count,0),
        nvl(appraise_last_1d_mid_count,0),
        nvl(appraise_last_1d_bad_count,0),
        nvl(appraise_last_1d_default_count,0),
        nvl(appraise_last_7d_good_count,0),
        nvl(appraise_last_7d_mid_count,0),
        nvl(appraise_last_7d_bad_count,0),
        nvl(appraise_last_7d_default_count,0),
        nvl(appraise_last_30d_good_count,0),
        nvl(appraise_last_30d_mid_count,0),
        nvl(appraise_last_30d_bad_count,0),
        nvl(appraise_last_30d_default_count,0),
        nvl(appraise_good_count,0),
        nvl(appraise_mid_count,0),
        nvl(appraise_bad_count,0),
        nvl(appraise_default_count,0)
    from
    (
        select
            id,
            date_format(create_time,'yyyy-MM-dd') login_date_first
        from dim_user_info
        where dt='9999-99-99'
    )t1
    left join
    (
        select
            user_id user_id,
            max(dt) login_date_last,
            sum(if(dt='2020-06-14',login_count,0)) login_last_1d_count,
            sum(if(dt='2020-06-14' and login_count>0,1,0)) login_last_1d_day_count,
            sum(if(dt>=date_add('2020-06-14',-6),login_count,0)) login_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6) and login_count>0,1,0)) login_last_7d_day_count,
            sum(if(dt>=date_add('2020-06-14',-29),login_count,0)) login_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29) and login_count>0,1,0)) login_last_30d_day_count,
            sum(login_count) login_count,
            sum(if(login_count>0,1,0)) login_day_count,
            min(if(order_count>0,dt,null)) order_date_first,
            max(if(order_count>0,dt,null)) order_date_last,
            sum(if(dt='2020-06-14',order_count,0)) order_last_1d_count,
            sum(if(dt='2020-06-14',order_activity_count,0)) order_activity_last_1d_count,
            sum(if(dt='2020-06-14',order_activity_reduce_amount,0)) order_activity_reduce_last_1d_amount,
            sum(if(dt='2020-06-14',order_coupon_count,0)) order_coupon_last_1d_count,
            sum(if(dt='2020-06-14',order_coupon_reduce_amount,0)) order_coupon_reduce_last_1d_amount,
            sum(if(dt='2020-06-14',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='2020-06-14',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_activity_count,0)) order_activity_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_activity_reduce_amount,0)) order_activity_reduce_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_coupon_count,0)) order_coupon_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_coupon_reduce_amount,0)) order_coupon_reduce_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_activity_count,0)) order_activity_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_activity_reduce_amount,0)) order_activity_reduce_last_30d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_coupon_count,0)) order_coupon_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_coupon_reduce_amount,0)) order_coupon_reduce_last_30d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_activity_count) order_activity_count,
            sum(order_activity_reduce_amount) order_activity_reduce_amount,
            sum(order_coupon_count) order_coupon_count,
            sum(order_coupon_reduce_amount) order_coupon_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            min(if(payment_count>0,dt,null)) payment_date_first,
            max(if(payment_count>0,dt,null)) payment_date_last,
            sum(if(dt='2020-06-14',payment_count,0)) payment_last_1d_count,
            sum(if(dt='2020-06-14',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_amount) payment_amount,
            sum(if(dt='2020-06-14',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='2020-06-14',refund_order_num,0)) refund_order_last_1d_num,
            sum(if(dt='2020-06-14',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_num,0)) refund_order_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_num,0)) refund_order_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_num) refund_order_num,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='2020-06-14',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='2020-06-14',refund_payment_num,0)) refund_payment_last_1d_num,
            sum(if(dt='2020-06-14',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_num,0)) refund_payment_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_num,0)) refund_payment_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_num) refund_payment_num,
            sum(refund_payment_amount) refund_payment_amount,
            sum(if(dt='2020-06-14',cart_count,0)) cart_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),cart_count,0)) cart_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),cart_count,0)) cart_last_30d_count,
            sum(cart_count) cart_count,
            sum(if(dt='2020-06-14',favor_count,0)) favor_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),favor_count,0)) favor_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),favor_count,0)) favor_last_30d_count,
            sum(favor_count) favor_count,
            sum(if(dt='2020-06-14',coupon_get_count,0)) coupon_last_1d_get_count,
            sum(if(dt='2020-06-14',coupon_using_count,0)) coupon_last_1d_using_count,
            sum(if(dt='2020-06-14',coupon_used_count,0)) coupon_last_1d_used_count,
            sum(if(dt>=date_add('2020-06-14',-6),coupon_get_count,0)) coupon_last_7d_get_count,
            sum(if(dt>=date_add('2020-06-14',-6),coupon_using_count,0)) coupon_last_7d_using_count,
            sum(if(dt>=date_add('2020-06-14',-6),coupon_used_count,0)) coupon_last_7d_used_count,
            sum(if(dt>=date_add('2020-06-14',-29),coupon_get_count,0)) coupon_last_30d_get_count,
            sum(if(dt>=date_add('2020-06-14',-29),coupon_using_count,0)) coupon_last_30d_using_count,
            sum(if(dt>=date_add('2020-06-14',-29),coupon_used_count,0)) coupon_last_30d_used_count,
            sum(coupon_get_count) coupon_get_count,
            sum(coupon_using_count) coupon_using_count,
            sum(coupon_used_count) coupon_used_count,
            sum(if(dt='2020-06-14',appraise_good_count,0)) appraise_last_1d_good_count,
            sum(if(dt='2020-06-14',appraise_mid_count,0)) appraise_last_1d_mid_count,
            sum(if(dt='2020-06-14',appraise_bad_count,0)) appraise_last_1d_bad_count,
            sum(if(dt='2020-06-14',appraise_default_count,0)) appraise_last_1d_default_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_good_count,0)) appraise_last_7d_good_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_mid_count,0)) appraise_last_7d_mid_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_bad_count,0)) appraise_last_7d_bad_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_default_count,0)) appraise_last_7d_default_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_good_count,0)) appraise_last_30d_good_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_mid_count,0)) appraise_last_30d_mid_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_bad_count,0)) appraise_last_30d_bad_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_default_count,0)) appraise_last_30d_default_count,
            sum(appraise_good_count) appraise_good_count,
            sum(appraise_mid_count) appraise_mid_count,
            sum(appraise_bad_count) appraise_bad_count,
            sum(appraise_default_count) appraise_default_count
        from dws_user_action_daycount
        group by user_id
    )t2
    on t1.id=t2.user_id;

2.每日装载

insert overwrite table dwt_user_topic partition(dt='2020-06-15')
    select
        nvl(1d_ago.user_id,old.user_id),
        nvl(old.login_date_first,'2020-06-15'),
        if(1d_ago.user_id is not null,'2020-06-15',old.login_date_last),
        nvl(1d_ago.login_count,0),
        if(1d_ago.user_id is not null,1,0),
        nvl(old.login_last_7d_count,0)+nvl(1d_ago.login_count,0)- nvl(7d_ago.login_count,0),
        nvl(old.login_last_7d_day_count,0)+if(1d_ago.user_id is null,0,1)- if(7d_ago.user_id is null,0,1),
        nvl(old.login_last_30d_count,0)+nvl(1d_ago.login_count,0)- nvl(30d_ago.login_count,0),
        nvl(old.login_last_30d_day_count,0)+if(1d_ago.user_id is null,0,1)- if(30d_ago.user_id is null,0,1),
        nvl(old.login_count,0)+nvl(1d_ago.login_count,0),
        nvl(old.login_day_count,0)+if(1d_ago.user_id is not null,1,0),
        if(old.order_date_first is null and 1d_ago.order_count>0, '2020-06-15', old.order_date_first),
        if(1d_ago.order_count>0,'2020-06-15',old.order_date_last),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_activity_count,0),
        nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(1d_ago.order_coupon_count,0),
        nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_activity_last_7d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(7d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(7d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_last_7d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(7d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(7d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_activity_last_30d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(30d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(30d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_last_30d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(30d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(30d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_activity_count,0)+nvl(1d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_count,0)+nvl(1d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        if(old.payment_date_first is null and 1d_ago.payment_count>0, '2020-06-15', old.payment_date_first),
        if(1d_ago.payment_count>0,'2020-06-15',old.payment_date_last),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)-nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)-nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)-nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.refund_order_count,0),
        nvl(1d_ago.refund_order_num,0),
        nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_num,0)+nvl(1d_ago.refund_order_num, 0)- nvl(7d_ago.refund_order_num,0),
        nvl(old.refund_order_last_7d_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_num,0)+nvl(1d_ago.refund_order_num, 0)- nvl(30d_ago.refund_order_num,0),
        nvl(old.refund_order_last_30d_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_num,0)+nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_num,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)-nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(7d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+ nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)-nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(30d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+ nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_num,0)+nvl(1d_ago.refund_payment_num,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0),
        nvl(1d_ago.cart_count,0),
        nvl(old.cart_last_7d_count,0)+nvl(1d_ago.cart_count,0)-nvl(7d_ago.cart_count,0),
        nvl(old.cart_last_30d_count,0)+nvl(1d_ago.cart_count,0)-nvl(30d_ago.cart_count,0),
        nvl(old.cart_count,0)+nvl(1d_ago.cart_count,0),
        nvl(1d_ago.favor_count,0),
        nvl(old.favor_last_7d_count,0)+nvl(1d_ago.favor_count,0)- nvl(7d_ago.favor_count,0),
        nvl(old.favor_last_30d_count,0)+nvl(1d_ago.favor_count,0)- nvl(30d_ago.favor_count,0),
        nvl(old.favor_count,0)+nvl(1d_ago.favor_count,0),
        nvl(1d_ago.coupon_get_count,0),
        nvl(1d_ago.coupon_using_count,0),
        nvl(1d_ago.coupon_used_count,0),
        nvl(old.coupon_last_7d_get_count,0)+nvl(1d_ago.coupon_get_count,0)- nvl(7d_ago.coupon_get_count,0),
        nvl(old.coupon_last_7d_using_count,0)+nvl(1d_ago.coupon_using_count,0)- nvl(7d_ago.coupon_using_count,0),
        nvl(old.coupon_last_7d_used_count,0)+ nvl(1d_ago.coupon_used_count,0)- nvl(7d_ago.coupon_used_count,0),
        nvl(old.coupon_last_30d_get_count,0)+nvl(1d_ago.coupon_get_count,0)- nvl(30d_ago.coupon_get_count,0),
        nvl(old.coupon_last_30d_using_count,0)+nvl(1d_ago.coupon_using_count,0)- nvl(30d_ago.coupon_using_count,0),
        nvl(old.coupon_last_30d_used_count,0)+ nvl(1d_ago.coupon_used_count,0)- nvl(30d_ago.coupon_used_count,0),
        nvl(old.coupon_get_count,0)+nvl(1d_ago.coupon_get_count,0),
        nvl(old.coupon_using_count,0)+nvl(1d_ago.coupon_using_count,0),
        nvl(old.coupon_used_count,0)+nvl(1d_ago.coupon_used_count,0),
        nvl(1d_ago.appraise_good_count,0),
        nvl(1d_ago.appraise_mid_count,0),
        nvl(1d_ago.appraise_bad_count,0),
        nvl(1d_ago.appraise_default_count,0),
        nvl(old.appraise_last_7d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(7d_ago.appraise_good_count,0),
        nvl(old.appraise_last_7d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)-nvl(7d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_7d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)-nvl(7d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_7d_default_count,0)+nvl(1d_ago.appraise_default_count,0)-nvl(7d_ago.appraise_default_count,0),
        nvl(old.appraise_last_30d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(30d_ago.appraise_good_count,0),
        nvl(old.appraise_last_30d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)-nvl(30d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_30d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)-nvl(30d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_30d_default_count,0)+nvl(1d_ago.appraise_default_count,0)-nvl(30d_ago.appraise_default_count,0),
        nvl(old.appraise_good_count,0)+nvl(1d_ago.appraise_good_count,0),
        nvl(old.appraise_mid_count,0)+nvl(1d_ago.appraise_mid_count, 0),
        nvl(old.appraise_bad_count,0)+nvl(1d_ago.appraise_bad_count,0),
        nvl(old.appraise_default_count,0)+nvl(1d_ago.appraise_default_count,0)
    from
    (
        select
            user_id,
            login_date_first,
            login_date_last,
            login_date_1d_count,
            login_last_1d_day_count,
            login_last_7d_count,
            login_last_7d_day_count,
            login_last_30d_count,
            login_last_30d_day_count,
            login_count,
            login_day_count,
            order_date_first,
            order_date_last,
            order_last_1d_count,
            order_activity_last_1d_count,
            order_activity_reduce_last_1d_amount,
            order_coupon_last_1d_count,
            order_coupon_reduce_last_1d_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_activity_last_7d_count,
            order_activity_reduce_last_7d_amount,
            order_coupon_last_7d_count,
            order_coupon_reduce_last_7d_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_activity_last_30d_count,
            order_activity_reduce_last_30d_amount,
            order_coupon_last_30d_count,
            order_coupon_reduce_last_30d_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_date_first,
            payment_date_last,
            payment_last_1d_count,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_amount,
            payment_count,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_num,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_num,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_num,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_num,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_num,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_num,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_last_1d_count,
            cart_last_7d_count,
            cart_last_30d_count,
            cart_count,
            favor_last_1d_count,
            favor_last_7d_count,
            favor_last_30d_count,
            favor_count,
            coupon_last_1d_get_count,
            coupon_last_1d_using_count,
            coupon_last_1d_used_count,
            coupon_last_7d_get_count,
            coupon_last_7d_using_count,
            coupon_last_7d_used_count,
            coupon_last_30d_get_count,
            coupon_last_30d_using_count,
            coupon_last_30d_used_count,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_last_1d_good_count,
            appraise_last_1d_mid_count,
            appraise_last_1d_bad_count,
            appraise_last_1d_default_count,
            appraise_last_7d_good_count,
            appraise_last_7d_mid_count,
            appraise_last_7d_bad_count,
            appraise_last_7d_default_count,
            appraise_last_30d_good_count,
            appraise_last_30d_mid_count,
            appraise_last_30d_bad_count,
            appraise_last_30d_default_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dwt_user_topic
        where dt=date_add('2020-06-15',-1)
    )old
    full outer join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_user_action_daycount
        where dt='2020-06-15'
    )1d_ago
    on old.user_id=1d_ago.user_id
    left join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_user_action_daycount
        where dt=date_add('2020-06-15',-7)
    )7d_ago
    on old.user_id=7d_ago.user_id
    left join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_user_action_daycount
        where dt=date_add('2020-06-15',-30)
    )30d_ago
    on old.user_id=30d_ago.user_id;

**C、查询加载结果**

## 三、商品主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_sku_topic;
    CREATE EXTERNAL TABLE dwt_sku_topic
    (
        `sku_id` STRING COMMENT 'sku_id',
        `order_last_1d_count` BIGINT COMMENT '最近1日被下单次数',
        `order_last_1d_num` BIGINT COMMENT '最近1日被下单件数',
        `order_activity_last_1d_count` BIGINT COMMENT '最近1日参与活动被下单次数',
        `order_coupon_last_1d_count` BIGINT COMMENT '最近1日使用优惠券被下单次数',
        `order_activity_reduce_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日优惠金额(活动)',
        `order_coupon_reduce_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日优惠金额(优惠券)',
        `order_last_1d_original_amount` DECIMAL(16,2) COMMENT '最近1日被下单原始金额',
        `order_last_1d_final_amount` DECIMAL(16,2) COMMENT '最近1日被下单最终金额',
        `order_last_7d_count` BIGINT COMMENT '最近7日被下单次数',
        `order_last_7d_num` BIGINT COMMENT '最近7日被下单件数',
        `order_activity_last_7d_count` BIGINT COMMENT '最近7日参与活动被下单次数',
        `order_coupon_last_7d_count` BIGINT COMMENT '最近7日使用优惠券被下单次数',
        `order_activity_reduce_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日优惠金额(活动)',
        `order_coupon_reduce_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日优惠金额(优惠券)',
        `order_last_7d_original_amount` DECIMAL(16,2) COMMENT '最近7日被下单原始金额',
        `order_last_7d_final_amount` DECIMAL(16,2) COMMENT '最近7日被下单最终金额',
        `order_last_30d_count` BIGINT COMMENT '最近30日被下单次数',
        `order_last_30d_num` BIGINT COMMENT '最近30日被下单件数',
        `order_activity_last_30d_count` BIGINT COMMENT '最近30日参与活动被下单次数',
        `order_coupon_last_30d_count` BIGINT COMMENT '最近30日使用优惠券被下单次数',
        `order_activity_reduce_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日优惠金额(活动)',
        `order_coupon_reduce_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日优惠金额(优惠券)',
        `order_last_30d_original_amount` DECIMAL(16,2) COMMENT '最近30日被下单原始金额',
        `order_last_30d_final_amount` DECIMAL(16,2) COMMENT '最近30日被下单最终金额',
        `order_count` BIGINT COMMENT '累积被下单次数',
        `order_num` BIGINT COMMENT '累积被下单件数',
        `order_activity_count` BIGINT COMMENT '累积参与活动被下单次数',
        `order_coupon_count` BIGINT COMMENT '累积使用优惠券被下单次数',
        `order_activity_reduce_amount` DECIMAL(16,2) COMMENT '累积优惠金额(活动)',
        `order_coupon_reduce_amount` DECIMAL(16,2) COMMENT '累积优惠金额(优惠券)',
        `order_original_amount` DECIMAL(16,2) COMMENT '累积被下单原始金额',
        `order_final_amount` DECIMAL(16,2) COMMENT '累积被下单最终金额',
        `payment_last_1d_count` BIGINT COMMENT '最近1日被支付次数',
        `payment_last_1d_num` BIGINT COMMENT '最近1日被支付件数',
        `payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日被支付金额',
        `payment_last_7d_count` BIGINT COMMENT '最近7日被支付次数',
        `payment_last_7d_num` BIGINT COMMENT '最近7日被支付件数',
        `payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日被支付金额',
        `payment_last_30d_count` BIGINT COMMENT '最近30日被支付次数',
        `payment_last_30d_num` BIGINT COMMENT '最近30日被支付件数',
        `payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日被支付金额',
        `payment_count` BIGINT COMMENT '累积被支付次数',
        `payment_num` BIGINT COMMENT '累积被支付件数',
        `payment_amount` DECIMAL(16,2) COMMENT '累积被支付金额',
        `refund_order_last_1d_count` BIGINT COMMENT '最近1日退单次数',
        `refund_order_last_1d_num` BIGINT COMMENT '最近1日退单件数',
        `refund_order_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日退单金额',
        `refund_order_last_7d_count` BIGINT COMMENT '最近7日退单次数',
        `refund_order_last_7d_num` BIGINT COMMENT '最近7日退单件数',
        `refund_order_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日退单金额',
        `refund_order_last_30d_count` BIGINT COMMENT '最近30日退单次数',
        `refund_order_last_30d_num` BIGINT COMMENT '最近30日退单件数',
        `refund_order_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日退单金额',
        `refund_order_count` BIGINT COMMENT '累积退单次数',
        `refund_order_num` BIGINT COMMENT '累积退单件数',
        `refund_order_amount` DECIMAL(16,2) COMMENT '累积退单金额',
        `refund_payment_last_1d_count` BIGINT COMMENT '最近1日退款次数',
        `refund_payment_last_1d_num` BIGINT COMMENT '最近1日退款件数',
        `refund_payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日退款金额',
        `refund_payment_last_7d_count` BIGINT COMMENT '最近7日退款次数',
        `refund_payment_last_7d_num` BIGINT COMMENT '最近7日退款件数',
        `refund_payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日退款金额',
        `refund_payment_last_30d_count` BIGINT COMMENT '最近30日退款次数',
        `refund_payment_last_30d_num` BIGINT COMMENT '最近30日退款件数',
        `refund_payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日退款金额',
        `refund_payment_count` BIGINT COMMENT '累积退款次数',
        `refund_payment_num` BIGINT COMMENT '累积退款件数',
        `refund_payment_amount` DECIMAL(16,2) COMMENT '累积退款金额',
        `cart_last_1d_count` BIGINT COMMENT '最近1日被加入购物车次数',
        `cart_last_7d_count` BIGINT COMMENT '最近7日被加入购物车次数',
        `cart_last_30d_count` BIGINT COMMENT '最近30日被加入购物车次数',
        `cart_count` BIGINT COMMENT '累积被加入购物车次数',
        `favor_last_1d_count` BIGINT COMMENT '最近1日被收藏次数',
        `favor_last_7d_count` BIGINT COMMENT '最近7日被收藏次数',
        `favor_last_30d_count` BIGINT COMMENT '最近30日被收藏次数',
        `favor_count` BIGINT COMMENT '累积被收藏次数',
        `appraise_last_1d_good_count` BIGINT COMMENT '最近1日好评数',
        `appraise_last_1d_mid_count` BIGINT COMMENT '最近1日中评数',
        `appraise_last_1d_bad_count` BIGINT COMMENT '最近1日差评数',
        `appraise_last_1d_default_count` BIGINT COMMENT '最近1日默认评价数',
        `appraise_last_7d_good_count` BIGINT COMMENT '最近7日好评数',
        `appraise_last_7d_mid_count` BIGINT COMMENT '最近7日中评数',
        `appraise_last_7d_bad_count` BIGINT COMMENT '最近7日差评数',
        `appraise_last_7d_default_count` BIGINT COMMENT '最近7日默认评价数',
        `appraise_last_30d_good_count` BIGINT COMMENT '最近30日好评数',
        `appraise_last_30d_mid_count` BIGINT COMMENT '最近30日中评数',
        `appraise_last_30d_bad_count` BIGINT COMMENT '最近30日差评数',
        `appraise_last_30d_default_count` BIGINT COMMENT '最近30日默认评价数',
        `appraise_good_count` BIGINT COMMENT '累积好评数',
        `appraise_mid_count` BIGINT COMMENT '累积中评数',
        `appraise_bad_count` BIGINT COMMENT '累积差评数',
        `appraise_default_count` BIGINT COMMENT '累积默认评价数'
     )COMMENT '商品主题宽表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_sku_topic/'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

1.首日装载

insert overwrite table dwt_sku_topic partition(dt='2020-06-14')
    select
        id,
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_num,0),
        nvl(order_activity_last_1d_count,0),
        nvl(order_coupon_last_1d_count,0),
        nvl(order_activity_reduce_last_1d_amount,0),
        nvl(order_coupon_reduce_last_1d_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_num,0),
        nvl(order_activity_last_7d_count,0),
        nvl(order_coupon_last_7d_count,0),
        nvl(order_activity_reduce_last_7d_amount,0),
        nvl(order_coupon_reduce_last_7d_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_num,0),
        nvl(order_activity_last_30d_count,0),
        nvl(order_coupon_last_30d_count,0),
        nvl(order_activity_reduce_last_30d_amount,0),
        nvl(order_coupon_reduce_last_30d_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_num,0),
        nvl(order_activity_count,0),
        nvl(order_coupon_count,0),
        nvl(order_activity_reduce_amount,0),
        nvl(order_coupon_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_num,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_num,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_num,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_num,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_num,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_num,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_num,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_num,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_num,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_num,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_num,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_num,0),
        nvl(refund_payment_amount,0),
        nvl(cart_last_1d_count,0),
        nvl(cart_last_7d_count,0),
        nvl(cart_last_30d_count,0),
        nvl(cart_count,0),
        nvl(favor_last_1d_count,0),
        nvl(favor_last_7d_count,0),
        nvl(favor_last_30d_count,0),
        nvl(favor_count,0),
        nvl(appraise_last_1d_good_count,0),
        nvl(appraise_last_1d_mid_count,0),
        nvl(appraise_last_1d_bad_count,0),
        nvl(appraise_last_1d_default_count,0),
        nvl(appraise_last_7d_good_count,0),
        nvl(appraise_last_7d_mid_count,0),
        nvl(appraise_last_7d_bad_count,0),
        nvl(appraise_last_7d_default_count,0),
        nvl(appraise_last_30d_good_count,0),
        nvl(appraise_last_30d_mid_count,0),
        nvl(appraise_last_30d_bad_count,0),
        nvl(appraise_last_30d_default_count,0),
        nvl(appraise_good_count,0),
        nvl(appraise_mid_count,0),
        nvl(appraise_bad_count,0),
        nvl(appraise_default_count,0)
    from
    (
        select
            id
        from dim_sku_info
        where dt='2020-06-14'
    )t1
    left join
    (
        select
            sku_id,
            sum(if(dt='2020-06-14',order_count,0)) order_last_1d_count,
            sum(if(dt='2020-06-14',order_num,0)) order_last_1d_num,
            sum(if(dt='2020-06-14',order_activity_count,0)) order_activity_last_1d_count,
            sum(if(dt='2020-06-14',order_coupon_count,0)) order_coupon_last_1d_count,
            sum(if(dt='2020-06-14',order_activity_reduce_amount,0)) order_activity_reduce_last_1d_amount,
            sum(if(dt='2020-06-14',order_coupon_reduce_amount,0)) order_coupon_reduce_last_1d_amount,
            sum(if(dt='2020-06-14',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='2020-06-14',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_num,0)) order_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),order_activity_count,0)) order_activity_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_coupon_count,0)) order_coupon_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_activity_reduce_amount,0)) order_activity_reduce_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_coupon_reduce_amount,0)) order_coupon_reduce_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_num,0)) order_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),order_activity_count,0)) order_activity_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_coupon_count,0)) order_coupon_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_activity_reduce_amount,0)) order_activity_reduce_last_30d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_coupon_reduce_amount,0)) order_coupon_reduce_last_30d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_num) order_num,
            sum(order_activity_count) order_activity_count,
            sum(order_coupon_count) order_coupon_count,
            sum(order_activity_reduce_amount) order_activity_reduce_amount,
            sum(order_coupon_reduce_amount) order_coupon_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='2020-06-14',payment_count,0)) payment_last_1d_count,
            sum(if(dt='2020-06-14',payment_num,0)) payment_last_1d_num,
            sum(if(dt='2020-06-14',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),payment_num,0)) payment_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),payment_num,0)) payment_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_num) payment_num,
            sum(payment_amount) payment_amount,
            sum(if(dt='2020-06-14',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='2020-06-14',refund_order_num,0)) refund_order_last_1d_num,
            sum(if(dt='2020-06-14',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_num,0)) refund_order_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_num,0)) refund_order_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_num) refund_order_num,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='2020-06-14',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='2020-06-14',refund_payment_num,0)) refund_payment_last_1d_num,
            sum(if(dt='2020-06-14',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_num,0)) refund_payment_last_7d_num,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_num,0)) refund_payment_last_30d_num,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_num) refund_payment_num,
            sum(refund_payment_amount) refund_payment_amount,
            sum(if(dt='2020-06-14',cart_count,0)) cart_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),cart_count,0)) cart_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),cart_count,0)) cart_last_30d_count,
            sum(cart_count) cart_count,
            sum(if(dt='2020-06-14',favor_count,0)) favor_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),favor_count,0)) favor_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),favor_count,0)) favor_last_30d_count,
            sum(favor_count) favor_count,
            sum(if(dt='2020-06-14',appraise_good_count,0)) appraise_last_1d_good_count,
            sum(if(dt='2020-06-14',appraise_mid_count,0)) appraise_last_1d_mid_count,
            sum(if(dt='2020-06-14',appraise_bad_count,0)) appraise_last_1d_bad_count,
            sum(if(dt='2020-06-14',appraise_default_count,0)) appraise_last_1d_default_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_good_count,0)) appraise_last_7d_good_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_mid_count,0)) appraise_last_7d_mid_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_bad_count,0)) appraise_last_7d_bad_count,
            sum(if(dt>=date_add('2020-06-14',-6),appraise_default_count,0)) appraise_last_7d_default_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_good_count,0)) appraise_last_30d_good_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_mid_count,0)) appraise_last_30d_mid_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_bad_count,0)) appraise_last_30d_bad_count,
            sum(if(dt>=date_add('2020-06-14',-29),appraise_default_count,0)) appraise_last_30d_default_count,
            sum(appraise_good_count) appraise_good_count,
            sum(appraise_mid_count) appraise_mid_count,
            sum(appraise_bad_count) appraise_bad_count,
            sum(appraise_default_count) appraise_default_count
        from dws_sku_action_daycount
        group by sku_id
    )t2
    on t1.id=t2.sku_id;

2.每日装载

insert overwrite table dwt_sku_topic partition(dt='2020-06-15')
    select
        nvl(1d_ago.sku_id,old.sku_id),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_num,0),
        nvl(1d_ago.order_activity_count,0),
        nvl(1d_ago.order_coupon_count,0),
        nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_num,0)+nvl(1d_ago.order_num,0)- nvl(7d_ago.order_num,0),
        nvl(old.order_activity_last_7d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(7d_ago.order_activity_count,0),
        nvl(old.order_coupon_last_7d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(7d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(7d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(7d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_num,0)+nvl(1d_ago.order_num,0)- nvl(30d_ago.order_num,0),
        nvl(old.order_activity_last_30d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(30d_ago.order_activity_count,0),
        nvl(old.order_coupon_last_30d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(30d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(30d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(30d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_num,0)+nvl(1d_ago.order_num,0),
        nvl(old.order_activity_count,0)+nvl(1d_ago.order_activity_count,0),
        nvl(old.order_coupon_count,0)+nvl(1d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_num,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_num,0)+nvl(1d_ago.payment_num,0)- nvl(7d_ago.payment_num,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_num,0)+nvl(1d_ago.payment_num,0)- nvl(30d_ago.payment_num,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_num,0)+nvl(1d_ago.payment_num,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(old.refund_order_last_1d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_last_1d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_last_1d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(7d_ago.refund_order_num,0),
        nvl(old.refund_order_last_7d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(30d_ago.refund_order_num,0),
        nvl(old.refund_order_last_30d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_num,0)+nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_num,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(7d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(30d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_num,0)+nvl(1d_ago.refund_payment_num,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0),
        nvl(1d_ago.cart_count,0),
        nvl(old.cart_last_7d_count,0)+nvl(1d_ago.cart_count,0)- nvl(7d_ago.cart_count,0),
        nvl(old.cart_last_30d_count,0)+nvl(1d_ago.cart_count,0)- nvl(30d_ago.cart_count,0),
        nvl(old.cart_count,0)+nvl(1d_ago.cart_count,0),
        nvl(1d_ago.favor_count,0),
        nvl(old.favor_last_7d_count,0)+nvl(1d_ago.favor_count,0)- nvl(7d_ago.favor_count,0),
        nvl(old.favor_last_30d_count,0)+nvl(1d_ago.favor_count,0)- nvl(30d_ago.favor_count,0),
        nvl(old.favor_count,0)+nvl(1d_ago.favor_count,0),
        nvl(1d_ago.appraise_good_count,0),
        nvl(1d_ago.appraise_mid_count,0),
        nvl(1d_ago.appraise_bad_count,0),
        nvl(1d_ago.appraise_default_count,0),
        nvl(old.appraise_last_7d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(7d_ago.appraise_good_count,0),
        nvl(old.appraise_last_7d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)- nvl(7d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_7d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)- nvl(7d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_7d_default_count,0)+nvl(1d_ago.appraise_default_count,0)- nvl(7d_ago.appraise_default_count,0),
        nvl(old.appraise_last_30d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(30d_ago.appraise_good_count,0),
        nvl(old.appraise_last_30d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)- nvl(30d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_30d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)- nvl(30d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_30d_default_count,0)+nvl(1d_ago.appraise_default_count,0)- nvl(30d_ago.appraise_default_count,0),
        nvl(old.appraise_good_count,0)+nvl(1d_ago.appraise_good_count,0),
        nvl(old.appraise_mid_count,0)+nvl(1d_ago.appraise_mid_count,0),
        nvl(old.appraise_bad_count,0)+nvl(1d_ago.appraise_bad_count,0),
        nvl(old.appraise_default_count,0)+nvl(1d_ago.appraise_default_count,0)
    from
    (
        select
            sku_id,
            order_last_1d_count,
            order_last_1d_num,
            order_activity_last_1d_count,
            order_coupon_last_1d_count,
            order_activity_reduce_last_1d_amount,
            order_coupon_reduce_last_1d_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_num,
            order_activity_last_7d_count,
            order_coupon_last_7d_count,
            order_activity_reduce_last_7d_amount,
            order_coupon_reduce_last_7d_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_num,
            order_activity_last_30d_count,
            order_coupon_last_30d_count,
            order_activity_reduce_last_30d_amount,
            order_coupon_reduce_last_30d_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_num,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_num,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_num,
            payment_last_30d_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_num,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_num,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_num,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_num,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_num,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_num,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_last_1d_count,
            cart_last_7d_count,
            cart_last_30d_count,
            cart_count,
            favor_last_1d_count,
            favor_last_7d_count,
            favor_last_30d_count,
            favor_count,
            appraise_last_1d_good_count,
            appraise_last_1d_mid_count,
            appraise_last_1d_bad_count,
            appraise_last_1d_default_count,
            appraise_last_7d_good_count,
            appraise_last_7d_mid_count,
            appraise_last_7d_bad_count,
            appraise_last_7d_default_count,
            appraise_last_30d_good_count,
            appraise_last_30d_mid_count,
            appraise_last_30d_bad_count,
            appraise_last_30d_default_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dwt_sku_topic
        where dt=date_add('2020-06-15',-1)
    )old
    full outer join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_sku_action_daycount
        where dt='2020-06-15'
    )1d_ago
    on old.sku_id=1d_ago.sku_id
    left join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_sku_action_daycount
        where dt=date_add('2020-06-15',-7)
    )7d_ago
    on old.sku_id=7d_ago.sku_id
    left join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from dws_sku_action_daycount
        where dt=date_add('2020-06-15',-30)
    )30d_ago
    on old.sku_id=30d_ago.sku_id;

**C、查询加载结果**

## 四、优惠券主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_coupon_topic;
    CREATE EXTERNAL TABLE dwt_coupon_topic(
        `coupon_id` STRING COMMENT '优惠券ID',
        `get_last_1d_count` BIGINT COMMENT '最近1日领取次数',
        `get_last_7d_count` BIGINT COMMENT '最近7日领取次数',
        `get_last_30d_count` BIGINT COMMENT '最近30日领取次数',
        `get_count` BIGINT COMMENT '累积领取次数',
        `order_last_1d_count` BIGINT COMMENT '最近1日使用某券下单次数',
        `order_last_1d_reduce_amount` DECIMAL(16,2) COMMENT '最近1日使用某券下单优惠金额',
        `order_last_1d_original_amount` DECIMAL(16,2) COMMENT '最近1日使用某券下单原始金额',
        `order_last_1d_final_amount` DECIMAL(16,2) COMMENT '最近1日使用某券下单最终金额',
        `order_last_7d_count` BIGINT COMMENT '最近7日使用某券下单次数',
        `order_last_7d_reduce_amount` DECIMAL(16,2) COMMENT '最近7日使用某券下单优惠金额',
        `order_last_7d_original_amount` DECIMAL(16,2) COMMENT '最近7日使用某券下单原始金额',
        `order_last_7d_final_amount` DECIMAL(16,2) COMMENT '最近7日使用某券下单最终金额',
        `order_last_30d_count` BIGINT COMMENT '最近30日使用某券下单次数',
        `order_last_30d_reduce_amount` DECIMAL(16,2) COMMENT '最近30日使用某券下单优惠金额',
        `order_last_30d_original_amount` DECIMAL(16,2) COMMENT '最近30日使用某券下单原始金额',
        `order_last_30d_final_amount` DECIMAL(16,2) COMMENT '最近30日使用某券下单最终金额',
        `order_count` BIGINT COMMENT '累积使用(下单)次数',
        `order_reduce_amount` DECIMAL(16,2) COMMENT '使用某券累积下单优惠金额',
        `order_original_amount` DECIMAL(16,2) COMMENT '使用某券累积下单原始金额',
        `order_final_amount` DECIMAL(16,2) COMMENT '使用某券累积下单最终金额',
        `payment_last_1d_count` BIGINT COMMENT '最近1日使用某券支付次数',
        `payment_last_1d_reduce_amount` DECIMAL(16,2) COMMENT '最近1日使用某券优惠金额',
        `payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日使用某券支付金额',
        `payment_last_7d_count` BIGINT COMMENT '最近7日使用某券支付次数',
        `payment_last_7d_reduce_amount` DECIMAL(16,2) COMMENT '最近7日使用某券优惠金额',
        `payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7日使用某券支付金额',
        `payment_last_30d_count` BIGINT COMMENT '最近30日使用某券支付次数',
        `payment_last_30d_reduce_amount` DECIMAL(16,2) COMMENT '最近30日使用某券优惠金额',
        `payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30日使用某券支付金额',
        `payment_count` BIGINT COMMENT '累积使用(支付)次数',
        `payment_reduce_amount` DECIMAL(16,2) COMMENT '使用某券累积优惠金额',
        `payment_amount` DECIMAL(16,2) COMMENT '使用某券累积支付金额',
        `expire_last_1d_count` BIGINT COMMENT '最近1日过期次数',
        `expire_last_7d_count` BIGINT COMMENT '最近7日过期次数',
        `expire_last_30d_count` BIGINT COMMENT '最近30日过期次数',
        `expire_count` BIGINT COMMENT '累积过期次数'
    )comment '优惠券主题表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_coupon_topic/'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

1.首日装载

insert overwrite table dwt_coupon_topic partition(dt='2020-06-14')
    select
        id,
        nvl(get_last_1d_count,0),
        nvl(get_last_7d_count,0),
        nvl(get_last_30d_count,0),
        nvl(get_count,0),
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_reduce_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_reduce_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_reduce_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_reduce_amount,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_reduce_amount,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_reduce_amount,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_reduce_amount,0),
        nvl(payment_amount,0),
        nvl(expire_last_1d_count,0),
        nvl(expire_last_7d_count,0),
        nvl(expire_last_30d_count,0),
        nvl(expire_count,0)
    from
    (
        select
            id
        from dim_coupon_info
        where dt='2020-06-14'
    )t1
    left join
    (
        select
            coupon_id coupon_id,
            sum(if(dt='2020-06-14',get_count,0)) get_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),get_count,0)) get_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),get_count,0)) get_last_30d_count,
            sum(get_count) get_count,
            sum(if(dt='2020-06-14',order_count,0)) order_last_1d_count,
            sum(if(dt='2020-06-14',order_reduce_amount,0)) order_last_1d_reduce_amount,
            sum(if(dt='2020-06-14',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='2020-06-14',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_reduce_amount,0)) order_last_7d_reduce_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_reduce_amount,0)) order_last_30d_reduce_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_reduce_amount) order_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='2020-06-14',payment_count,0)) payment_last_1d_count,
            sum(if(dt='2020-06-14',payment_reduce_amount,0)) payment_last_1d_reduce_amount,
            sum(if(dt='2020-06-14',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),payment_reduce_amount,0)) payment_last_7d_reduce_amount,
            sum(if(dt>=date_add('2020-06-14',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),payment_reduce_amount,0)) payment_last_30d_reduce_amount,
            sum(if(dt>=date_add('2020-06-14',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_reduce_amount) payment_reduce_amount,
            sum(payment_amount) payment_amount,
            sum(if(dt='2020-06-14',expire_count,0)) expire_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),expire_count,0)) expire_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),expire_count,0)) expire_last_30d_count,
            sum(expire_count) expire_count
        from dws_coupon_info_daycount
        group by coupon_id
    )t2
    on t1.id=t2.coupon_id;

2.每日装载

insert overwrite table dwt_coupon_topic partition(dt='2020-06-15')
    select
        nvl(1d_ago.coupon_id,old.coupon_id),
        nvl(1d_ago.get_count,0),
        nvl(old.get_last_7d_count,0)+nvl(1d_ago.get_count,0)- nvl(7d_ago.get_count,0),
        nvl(old.get_last_30d_count,0)+nvl(1d_ago.get_count,0)- nvl(30d_ago.get_count,0),
        nvl(old.get_count,0)+nvl(1d_ago.get_count,0),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0)- nvl(7d_ago.order_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0)- nvl(30d_ago.order_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(old.payment_last_1d_count,0)+nvl(1d_ago.payment_count,0)- nvl(1d_ago.payment_count,0),
        nvl(old.payment_last_1d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_1d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(7d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(30d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.expire_count,0),
        nvl(old.expire_last_7d_count,0)+nvl(1d_ago.expire_count,0)- nvl(7d_ago.expire_count,0),
        nvl(old.expire_last_30d_count,0)+nvl(1d_ago.expire_count,0)- nvl(30d_ago.expire_count,0),
        nvl(old.expire_count,0)+nvl(1d_ago.expire_count,0)
    from
    (
        select
            coupon_id,
            get_last_1d_count,
            get_last_7d_count,
            get_last_30d_count,
            get_count,
            order_last_1d_count,
            order_last_1d_reduce_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_reduce_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_reduce_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_reduce_amount,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_reduce_amount,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_reduce_amount,
            payment_last_30d_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_last_1d_count,
            expire_last_7d_count,
            expire_last_30d_count,
            expire_count
        from dwt_coupon_topic
        where dt=date_add('2020-06-15',-1)
    )old
    full outer join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from dws_coupon_info_daycount
        where dt='2020-06-15'
    )1d_ago
    on old.coupon_id=1d_ago.coupon_id
    left join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from dws_coupon_info_daycount
        where dt=date_add('2020-06-15',-7)
    )7d_ago
    on old.coupon_id=7d_ago.coupon_id
    left join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from dws_coupon_info_daycount
        where dt=date_add('2020-06-15',-30)
    )30d_ago
    on old.coupon_id=30d_ago.coupon_id;

**C、查询加载结果**

## 五、活动主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_activity_topic;
    CREATE EXTERNAL TABLE dwt_activity_topic(
        `activity_rule_id` STRING COMMENT '活动规则ID',
        `activity_id` STRING  COMMENT '活动ID',
        `order_last_1d_count` BIGINT COMMENT '最近1日参与某活动某规则下单次数',
        `order_last_1d_reduce_amount` DECIMAL(16,2) COMMENT '最近1日参与某活动某规则下单优惠金额',
        `order_last_1d_original_amount` DECIMAL(16,2) COMMENT '最近1日参与某活动某规则下单原始金额',
        `order_last_1d_final_amount` DECIMAL(16,2) COMMENT '最近1日参与某活动某规则下单最终金额',
        `order_count` BIGINT COMMENT '参与某活动某规则累积下单次数',
        `order_reduce_amount` DECIMAL(16,2) COMMENT '参与某活动某规则累积下单优惠金额',
        `order_original_amount` DECIMAL(16,2) COMMENT '参与某活动某规则累积下单原始金额',
        `order_final_amount` DECIMAL(16,2) COMMENT '参与某活动某规则累积下单最终金额',
        `payment_last_1d_count` BIGINT COMMENT '最近1日参与某活动某规则支付次数',
        `payment_last_1d_reduce_amount` DECIMAL(16,2) COMMENT '最近1日参与某活动某规则支付优惠金额',
        `payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1日参与某活动某规则支付金额',
        `payment_count` BIGINT COMMENT '参与某活动某规则累积支付次数',
        `payment_reduce_amount` DECIMAL(16,2) COMMENT '参与某活动某规则累积支付优惠金额',
        `payment_amount` DECIMAL(16,2) COMMENT '参与某活动某规则累积支付金额'
    ) COMMENT '活动主题宽表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_activity_topic/'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

1.首日装载

insert overwrite table dwt_activity_topic partition(dt='2020-06-14')
    select
        t1.activity_rule_id,
        t1.activity_id,
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_reduce_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_count,0),
        nvl(order_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_reduce_amount,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_count,0),
        nvl(payment_reduce_amount,0),
        nvl(payment_amount,0)
    from
    (
        select
            activity_rule_id,
            activity_id
        from dim_activity_rule_info
        where dt='2020-06-14'
    )t1
    left join
    (
        select
            activity_rule_id,
            activity_id,
    
            sum(if(dt='2020-06-14',order_count,0)) order_last_1d_count,
            sum(if(dt='2020-06-14',order_reduce_amount,0)) order_last_1d_reduce_amount,
            sum(if(dt='2020-06-14',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='2020-06-14',order_final_amount,0)) order_last_1d_final_amount,
            sum(order_count) order_count,
            sum(order_reduce_amount) order_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='2020-06-14',payment_count,0)) payment_last_1d_count,
            sum(if(dt='2020-06-14',payment_reduce_amount,0)) payment_last_1d_reduce_amount,
            sum(if(dt='2020-06-14',payment_amount,0)) payment_last_1d_amount,
            sum(payment_count) payment_count,
            sum(payment_reduce_amount) payment_reduce_amount,
            sum(payment_amount) payment_amount
        from dws_activity_info_daycount
        group by activity_rule_id,activity_id
    )t2
    on t1.activity_rule_id=t2.activity_rule_id
    and t1.activity_id=t2.activity_id;

2.每日装载

insert overwrite table dwt_activity_topic partition(dt='2020-06-15')
    select
        nvl(1d_ago.activity_rule_id,old.activity_rule_id),
        nvl(1d_ago.activity_id,old.activity_id),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0)
    from
    (
        select
            activity_rule_id,
            activity_id,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount
        from dwt_activity_topic
        where dt=date_add('2020-06-15',-1)
    )old
    full outer join
    (
        select
            activity_rule_id,
            activity_id,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount
        from dws_activity_info_daycount
        where dt='2020-06-15'
    )1d_ago
    on old.activity_rule_id=1d_ago.activity_rule_id;

**C、查询加载结果**

## 六、地区主题 ##

**A、建表语句**

DROP TABLE IF EXISTS dwt_area_topic;
    CREATE EXTERNAL TABLE dwt_area_topic(
        `province_id` STRING COMMENT '编号',
        `visit_last_1d_count` BIGINT COMMENT '最近1日访客访问次数',
        `login_last_1d_count` BIGINT COMMENT '最近1日用户访问次数',
        `visit_last_7d_count` BIGINT COMMENT '最近7访客访问次数',
        `login_last_7d_count` BIGINT COMMENT '最近7日用户访问次数',
        `visit_last_30d_count` BIGINT COMMENT '最近30日访客访问次数',
        `login_last_30d_count` BIGINT COMMENT '最近30日用户访问次数',
        `visit_count` BIGINT COMMENT '累积访客访问次数',
        `login_count` BIGINT COMMENT '累积用户访问次数',
        `order_last_1d_count` BIGINT COMMENT '最近1天下单次数',
        `order_last_1d_original_amount` DECIMAL(16,2) COMMENT '最近1天下单原始金额',
        `order_last_1d_final_amount` DECIMAL(16,2) COMMENT '最近1天下单最终金额',
        `order_last_7d_count` BIGINT COMMENT '最近7天下单次数',
        `order_last_7d_original_amount` DECIMAL(16,2) COMMENT '最近7天下单原始金额',
        `order_last_7d_final_amount` DECIMAL(16,2) COMMENT '最近7天下单最终金额',
        `order_last_30d_count` BIGINT COMMENT '最近30天下单次数',
        `order_last_30d_original_amount` DECIMAL(16,2) COMMENT '最近30天下单原始金额',
        `order_last_30d_final_amount` DECIMAL(16,2) COMMENT '最近30天下单最终金额',
        `order_count` BIGINT COMMENT '累积下单次数',
        `order_original_amount` DECIMAL(16,2) COMMENT '累积下单原始金额',
        `order_final_amount` DECIMAL(16,2) COMMENT '累积下单最终金额',
        `payment_last_1d_count` BIGINT COMMENT '最近1天支付次数',
        `payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1天支付金额',
        `payment_last_7d_count` BIGINT COMMENT '最近7天支付次数',
        `payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7天支付金额',
        `payment_last_30d_count` BIGINT COMMENT '最近30天支付次数',
        `payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30天支付金额',
        `payment_count` BIGINT COMMENT '累积支付次数',
        `payment_amount` DECIMAL(16,2) COMMENT '累积支付金额',
        `refund_order_last_1d_count` BIGINT COMMENT '最近1天退单次数',
        `refund_order_last_1d_amount` DECIMAL(16,2) COMMENT '最近1天退单金额',
        `refund_order_last_7d_count` BIGINT COMMENT '最近7天退单次数',
        `refund_order_last_7d_amount` DECIMAL(16,2) COMMENT '最近7天退单金额',
        `refund_order_last_30d_count` BIGINT COMMENT '最近30天退单次数',
        `refund_order_last_30d_amount` DECIMAL(16,2) COMMENT '最近30天退单金额',
        `refund_order_count` BIGINT COMMENT '累积退单次数',
        `refund_order_amount` DECIMAL(16,2) COMMENT '累积退单金额',
        `refund_payment_last_1d_count` BIGINT COMMENT '最近1天退款次数',
        `refund_payment_last_1d_amount` DECIMAL(16,2) COMMENT '最近1天退款金额',
        `refund_payment_last_7d_count` BIGINT COMMENT '最近7天退款次数',
        `refund_payment_last_7d_amount` DECIMAL(16,2) COMMENT '最近7天退款金额',
        `refund_payment_last_30d_count` BIGINT COMMENT '最近30天退款次数',
        `refund_payment_last_30d_amount` DECIMAL(16,2) COMMENT '最近30天退款金额',
        `refund_payment_count` BIGINT COMMENT '累积退款次数',
        `refund_payment_amount` DECIMAL(16,2) COMMENT '累积退款金额'
    ) COMMENT '地区主题宽表'
    PARTITIONED BY (`dt` STRING)
    STORED AS PARQUET
    LOCATION '/warehouse/gmall/dwt/dwt_area_topic/'
    TBLPROPERTIES ("parquet.compression"="lzo");

**B、数据装载**

1.首日装载

insert overwrite table dwt_area_topic partition(dt='2020-06-14')
    select
        id,
        nvl(visit_last_1d_count,0),
        nvl(login_last_1d_count,0),
        nvl(visit_last_7d_count,0),
        nvl(login_last_7d_count,0),
        nvl(visit_last_30d_count,0),
        nvl(login_last_30d_count,0),
        nvl(visit_count,0),
        nvl(login_count,0),
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_amount,0)
    from
    (
        select
            id
        from dim_base_province
    )t1
    left join
    (
        select
            province_id province_id,
            sum(if(dt='2020-06-14',visit_count,0)) visit_last_1d_count,
            sum(if(dt='2020-06-14',login_count,0)) login_last_1d_count,
            sum(if(dt>=date_add('2020-06-14',-6),visit_count,0)) visit_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),login_count,0)) login_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-29),visit_count,0)) visit_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),login_count,0)) login_last_30d_count,
            sum(visit_count) visit_count,
            sum(login_count) login_count,
            sum(if(dt='2020-06-14',order_count,0)) order_last_1d_count,
            sum(if(dt='2020-06-14',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='2020-06-14',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('2020-06-14',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='2020-06-14',payment_count,0)) payment_last_1d_count,
            sum(if(dt='2020-06-14',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_amount) payment_amount,
            sum(if(dt='2020-06-14',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='2020-06-14',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='2020-06-14',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='2020-06-14',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('2020-06-14',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('2020-06-14',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_amount) refund_payment_amount
        from dws_area_stats_daycount
        group by province_id
    )t2
    on t1.id=t2.province_id;

2.每日装载

insert overwrite table dwt_area_topic partition(dt='2020-06-15')
    select
        nvl(old.province_id, 1d_ago.province_id),
        nvl(1d_ago.visit_count,0),
        nvl(1d_ago.login_count,0),
        nvl(old.visit_last_7d_count,0)+nvl(1d_ago.visit_count,0)- nvl(7d_ago.visit_count,0),
        nvl(old.login_last_7d_count,0)+nvl(1d_ago.login_count,0)- nvl(7d_ago.login_count,0),
        nvl(old.visit_last_30d_count,0)+nvl(1d_ago.visit_count,0)- nvl(30d_ago.visit_count,0),
        nvl(old.login_last_30d_count,0)+nvl(1d_ago.login_count,0)- nvl(30d_ago.login_count,0),
        nvl(old.visit_count,0)+nvl(1d_ago.visit_count,0),
        nvl(old.login_count,0)+nvl(1d_ago.login_count,0),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.refund_order_count,0),
        nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)
    
    from
    (
        select
            province_id,
            visit_last_1d_count,
            login_last_1d_count,
            visit_last_7d_count,
            login_last_7d_count,
            visit_last_30d_count,
            login_last_30d_count,
            visit_count,
            login_count,
            order_last_1d_count,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_amount,
            payment_count,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_amount
        from dwt_area_topic
        where dt=date_add('2020-06-15',-1)
    )old
    full outer join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from dws_area_stats_daycount
        where dt='2020-06-15'
    )1d_ago
    on old.province_id=1d_ago.province_id
    left join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from dws_area_stats_daycount
        where dt=date_add('2020-06-15',-7)
    )7d_ago
    on old.province_id= 7d_ago.province_id
    left join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from dws_area_stats_daycount
        where dt=date_add('2020-06-15',-30)
    )30d_ago
    on old.province_id= 30d_ago.province_id;

**C、查询加载结果**

## 七、DWT 层首日数据导入脚本 ##

**A、编写脚本**

在 /home/fancy/bin 目录下创建脚本 dws\_to\_dwt\_init.sh

[fancy@node101 bin]$ vim dws_to_dwt_init.sh

在脚本中填写如下内容

#!/bin/bash
    
    APP=gmall
    
    if [ -n "$2" ] ;then
       do_date=$2
    else 
       echo "请传入日期参数"
       exit
    fi 
    
    dwt_visitor_topic="
    insert overwrite table ${APP}.dwt_visitor_topic partition(dt='$do_date')
    select
        nvl(1d_ago.mid_id,old.mid_id),
        nvl(1d_ago.brand,old.brand),
        nvl(1d_ago.model,old.model),
        nvl(1d_ago.channel,old.channel),
        nvl(1d_ago.os,old.os),
        nvl(1d_ago.area_code,old.area_code),
        nvl(1d_ago.version_code,old.version_code),
        case when old.mid_id is null and 1d_ago.is_new=1 then '$do_date'
             when old.mid_id is null and 1d_ago.is_new=0 then '2020-06-13'--无法获取准确的首次登录日期，给定一个数仓搭建日之前的日期
             else old.visit_date_first end,
        if(1d_ago.mid_id is not null,'$do_date',old.visit_date_last),
        nvl(1d_ago.visit_count,0),
        if(1d_ago.mid_id is null,0,1),
        nvl(old.visit_last_7d_count,0)+nvl(1d_ago.visit_count,0)- nvl(7d_ago.visit_count,0),
        nvl(old.visit_last_7d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(7d_ago.mid_id is null,0,1),
        nvl(old.visit_last_30d_count,0)+nvl(1d_ago.visit_count,0)- nvl(30d_ago.visit_count,0),
        nvl(old.visit_last_30d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(30d_ago.mid_id is null,0,1),
        nvl(old.visit_count,0)+nvl(1d_ago.visit_count,0),
        nvl(old.visit_day_count,0)+if(1d_ago.mid_id is null,0,1)
    from
    (
        select
            mid_id,
            brand,
            model,
            channel,
            os,
            area_code,
            version_code,
            visit_date_first,
            visit_date_last,
            visit_last_1d_count,
            visit_last_1d_day_count,
            visit_last_7d_count,
            visit_last_7d_day_count,
            visit_last_30d_count,
            visit_last_30d_day_count,
            visit_count,
            visit_day_count
        from ${APP}.dwt_visitor_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt='$do_date'
    )1d_ago
    on old.mid_id=1d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.mid_id=7d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.mid_id=30d_ago.mid_id;
    "
    
    dwt_user_topic="
    insert overwrite table ${APP}.dwt_user_topic partition(dt='$do_date')
    select
        id,
        login_date_first,--以用户的创建日期作为首次登录日期
        nvl(login_date_last,date_add('$do_date',-1)),--若有历史登录记录，则根据历史记录获取末次登录日期，否则统一指定一个日期
        nvl(login_last_1d_count,0),
        nvl(login_last_1d_day_count,0),
        nvl(login_last_7d_count,0),
        nvl(login_last_7d_day_count,0),
        nvl(login_last_30d_count,0),
        nvl(login_last_30d_day_count,0),
        nvl(login_count,0),
        nvl(login_day_count,0),
        order_date_first,
        order_date_last,
        nvl(order_last_1d_count,0),
        nvl(order_activity_last_1d_count,0),
        nvl(order_activity_reduce_last_1d_amount,0),
        nvl(order_coupon_last_1d_count,0),
        nvl(order_coupon_reduce_last_1d_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_activity_last_7d_count,0),
        nvl(order_activity_reduce_last_7d_amount,0),
        nvl(order_coupon_last_7d_count,0),
        nvl(order_coupon_reduce_last_7d_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_activity_last_30d_count,0),
        nvl(order_activity_reduce_last_30d_amount,0),
        nvl(order_coupon_last_30d_count,0),
        nvl(order_coupon_reduce_last_30d_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_activity_count,0),
        nvl(order_activity_reduce_amount,0),
        nvl(order_coupon_count,0),
        nvl(order_coupon_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        payment_date_first,
        payment_date_last,
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_num,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_num,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_num,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_num,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_num,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_num,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_num,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_num,0),
        nvl(refund_payment_amount,0),
        nvl(cart_last_1d_count,0),
        nvl(cart_last_7d_count,0),
        nvl(cart_last_30d_count,0),
        nvl(cart_count,0),
        nvl(favor_last_1d_count,0),
        nvl(favor_last_7d_count,0),
        nvl(favor_last_30d_count,0),
        nvl(favor_count,0),
        nvl(coupon_last_1d_get_count,0),
        nvl(coupon_last_1d_using_count,0),
        nvl(coupon_last_1d_used_count,0),
        nvl(coupon_last_7d_get_count,0),
        nvl(coupon_last_7d_using_count,0),
        nvl(coupon_last_7d_used_count,0),
        nvl(coupon_last_30d_get_count,0),
        nvl(coupon_last_30d_using_count,0),
        nvl(coupon_last_30d_used_count,0),
        nvl(coupon_get_count,0),
        nvl(coupon_using_count,0),
        nvl(coupon_used_count,0),
        nvl(appraise_last_1d_good_count,0),
        nvl(appraise_last_1d_mid_count,0),
        nvl(appraise_last_1d_bad_count,0),
        nvl(appraise_last_1d_default_count,0),
        nvl(appraise_last_7d_good_count,0),
        nvl(appraise_last_7d_mid_count,0),
        nvl(appraise_last_7d_bad_count,0),
        nvl(appraise_last_7d_default_count,0),
        nvl(appraise_last_30d_good_count,0),
        nvl(appraise_last_30d_mid_count,0),
        nvl(appraise_last_30d_bad_count,0),
        nvl(appraise_last_30d_default_count,0),
        nvl(appraise_good_count,0),
        nvl(appraise_mid_count,0),
        nvl(appraise_bad_count,0),
        nvl(appraise_default_count,0)
    from
    (
        select
            id,
            date_format(create_time,'yyyy-MM-dd') login_date_first
        from ${APP}.dim_user_info
        where dt='9999-99-99'
    )t1
    left join
    (
        select
            user_id user_id,
            max(dt) login_date_last,
            sum(if(dt='$do_date',login_count,0)) login_last_1d_count,
            sum(if(dt='$do_date' and login_count>0,1,0)) login_last_1d_day_count,
            sum(if(dt>=date_add('$do_date',-6),login_count,0)) login_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6) and login_count>0,1,0)) login_last_7d_day_count,
            sum(if(dt>=date_add('$do_date',-29),login_count,0)) login_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29) and login_count>0,1,0)) login_last_30d_day_count,
            sum(login_count) login_count,
            sum(if(login_count>0,1,0)) login_day_count,
            min(if(order_count>0,dt,null)) order_date_first,
            max(if(order_count>0,dt,null)) order_date_last,
            sum(if(dt='$do_date',order_count,0)) order_last_1d_count,
            sum(if(dt='$do_date',order_activity_count,0)) order_activity_last_1d_count,
            sum(if(dt='$do_date',order_activity_reduce_amount,0)) order_activity_reduce_last_1d_amount,
            sum(if(dt='$do_date',order_coupon_count,0)) order_coupon_last_1d_count,
            sum(if(dt='$do_date',order_coupon_reduce_amount,0)) order_coupon_reduce_last_1d_amount,
            sum(if(dt='$do_date',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='$do_date',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('$do_date',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_activity_count,0)) order_activity_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_activity_reduce_amount,0)) order_activity_reduce_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-6),order_coupon_count,0)) order_coupon_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_coupon_reduce_amount,0)) order_coupon_reduce_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('$do_date',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('$do_date',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_activity_count,0)) order_activity_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_activity_reduce_amount,0)) order_activity_reduce_last_30d_amount,
            sum(if(dt>=date_add('$do_date',-29),order_coupon_count,0)) order_coupon_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_coupon_reduce_amount,0)) order_coupon_reduce_last_30d_amount,
            sum(if(dt>=date_add('$do_date',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('$do_date',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_activity_count) order_activity_count,
            sum(order_activity_reduce_amount) order_activity_reduce_amount,
            sum(order_coupon_count) order_coupon_count,
            sum(order_coupon_reduce_amount) order_coupon_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            min(if(payment_count>0,dt,null)) payment_date_first,
            max(if(payment_count>0,dt,null)) payment_date_last,
            sum(if(dt='$do_date',payment_count,0)) payment_last_1d_count,
            sum(if(dt='$do_date',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_amount) payment_amount,
            sum(if(dt='$do_date',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='$do_date',refund_order_num,0)) refund_order_last_1d_num,
            sum(if(dt='$do_date',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_order_num,0)) refund_order_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_order_num,0)) refund_order_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_num) refund_order_num,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='$do_date',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='$do_date',refund_payment_num,0)) refund_payment_last_1d_num,
            sum(if(dt='$do_date',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_num,0)) refund_payment_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_num,0)) refund_payment_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_num) refund_payment_num,
            sum(refund_payment_amount) refund_payment_amount,
            sum(if(dt='$do_date',cart_count,0)) cart_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),cart_count,0)) cart_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),cart_count,0)) cart_last_30d_count,
            sum(cart_count) cart_count,
            sum(if(dt='$do_date',favor_count,0)) favor_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),favor_count,0)) favor_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),favor_count,0)) favor_last_30d_count,
            sum(favor_count) favor_count,
            sum(if(dt='$do_date',coupon_get_count,0)) coupon_last_1d_get_count,
            sum(if(dt='$do_date',coupon_using_count,0)) coupon_last_1d_using_count,
            sum(if(dt='$do_date',coupon_used_count,0)) coupon_last_1d_used_count,
            sum(if(dt>=date_add('$do_date',-6),coupon_get_count,0)) coupon_last_7d_get_count,
            sum(if(dt>=date_add('$do_date',-6),coupon_using_count,0)) coupon_last_7d_using_count,
            sum(if(dt>=date_add('$do_date',-6),coupon_used_count,0)) coupon_last_7d_used_count,
            sum(if(dt>=date_add('$do_date',-29),coupon_get_count,0)) coupon_last_30d_get_count,
            sum(if(dt>=date_add('$do_date',-29),coupon_using_count,0)) coupon_last_30d_using_count,
            sum(if(dt>=date_add('$do_date',-29),coupon_used_count,0)) coupon_last_30d_used_count,
            sum(coupon_get_count) coupon_get_count,
            sum(coupon_using_count) coupon_using_count,
            sum(coupon_used_count) coupon_used_count,
            sum(if(dt='$do_date',appraise_good_count,0)) appraise_last_1d_good_count,
            sum(if(dt='$do_date',appraise_mid_count,0)) appraise_last_1d_mid_count,
            sum(if(dt='$do_date',appraise_bad_count,0)) appraise_last_1d_bad_count,
            sum(if(dt='$do_date',appraise_default_count,0)) appraise_last_1d_default_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_good_count,0)) appraise_last_7d_good_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_mid_count,0)) appraise_last_7d_mid_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_bad_count,0)) appraise_last_7d_bad_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_default_count,0)) appraise_last_7d_default_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_good_count,0)) appraise_last_30d_good_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_mid_count,0)) appraise_last_30d_mid_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_bad_count,0)) appraise_last_30d_bad_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_default_count,0)) appraise_last_30d_default_count,
            sum(appraise_good_count) appraise_good_count,
            sum(appraise_mid_count) appraise_mid_count,
            sum(appraise_bad_count) appraise_bad_count,
            sum(appraise_default_count) appraise_default_count
        from ${APP}.dws_user_action_daycount
        group by user_id
    )t2
    on t1.id=t2.user_id;
    "
    
    dwt_sku_topic="
    insert overwrite table ${APP}.dwt_sku_topic partition(dt='$do_date')
    select
        id,
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_num,0),
        nvl(order_activity_last_1d_count,0),
        nvl(order_coupon_last_1d_count,0),
        nvl(order_activity_reduce_last_1d_amount,0),
        nvl(order_coupon_reduce_last_1d_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_num,0),
        nvl(order_activity_last_7d_count,0),
        nvl(order_coupon_last_7d_count,0),
        nvl(order_activity_reduce_last_7d_amount,0),
        nvl(order_coupon_reduce_last_7d_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_num,0),
        nvl(order_activity_last_30d_count,0),
        nvl(order_coupon_last_30d_count,0),
        nvl(order_activity_reduce_last_30d_amount,0),
        nvl(order_coupon_reduce_last_30d_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_num,0),
        nvl(order_activity_count,0),
        nvl(order_coupon_count,0),
        nvl(order_activity_reduce_amount,0),
        nvl(order_coupon_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_num,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_num,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_num,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_num,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_num,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_num,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_num,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_num,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_num,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_num,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_num,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_num,0),
        nvl(refund_payment_amount,0),
        nvl(cart_last_1d_count,0),
        nvl(cart_last_7d_count,0),
        nvl(cart_last_30d_count,0),
        nvl(cart_count,0),
        nvl(favor_last_1d_count,0),
        nvl(favor_last_7d_count,0),
        nvl(favor_last_30d_count,0),
        nvl(favor_count,0),
        nvl(appraise_last_1d_good_count,0),
        nvl(appraise_last_1d_mid_count,0),
        nvl(appraise_last_1d_bad_count,0),
        nvl(appraise_last_1d_default_count,0),
        nvl(appraise_last_7d_good_count,0),
        nvl(appraise_last_7d_mid_count,0),
        nvl(appraise_last_7d_bad_count,0),
        nvl(appraise_last_7d_default_count,0),
        nvl(appraise_last_30d_good_count,0),
        nvl(appraise_last_30d_mid_count,0),
        nvl(appraise_last_30d_bad_count,0),
        nvl(appraise_last_30d_default_count,0),
        nvl(appraise_good_count,0),
        nvl(appraise_mid_count,0),
        nvl(appraise_bad_count,0),
        nvl(appraise_default_count,0)
    from
    (
        select
            id
        from ${APP}.dim_sku_info
        where dt='$do_date'
    )t1
    left join
    (
        select
            sku_id,
            sum(if(dt='$do_date',order_count,0)) order_last_1d_count,
            sum(if(dt='$do_date',order_num,0)) order_last_1d_num,
            sum(if(dt='$do_date',order_activity_count,0)) order_activity_last_1d_count,
            sum(if(dt='$do_date',order_coupon_count,0)) order_coupon_last_1d_count,
            sum(if(dt='$do_date',order_activity_reduce_amount,0)) order_activity_reduce_last_1d_amount,
            sum(if(dt='$do_date',order_coupon_reduce_amount,0)) order_coupon_reduce_last_1d_amount,
            sum(if(dt='$do_date',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='$do_date',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('$do_date',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_num,0)) order_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),order_activity_count,0)) order_activity_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_coupon_count,0)) order_coupon_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_activity_reduce_amount,0)) order_activity_reduce_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-6),order_coupon_reduce_amount,0)) order_coupon_reduce_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('$do_date',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('$do_date',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_num,0)) order_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),order_activity_count,0)) order_activity_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_coupon_count,0)) order_coupon_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_activity_reduce_amount,0)) order_activity_reduce_last_30d_amount,
            sum(if(dt>=date_add('$do_date',-29),order_coupon_reduce_amount,0)) order_coupon_reduce_last_30d_amount,
            sum(if(dt>=date_add('$do_date',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('$do_date',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_num) order_num,
            sum(order_activity_count) order_activity_count,
            sum(order_coupon_count) order_coupon_count,
            sum(order_activity_reduce_amount) order_activity_reduce_amount,
            sum(order_coupon_reduce_amount) order_coupon_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='$do_date',payment_count,0)) payment_last_1d_count,
            sum(if(dt='$do_date',payment_num,0)) payment_last_1d_num,
            sum(if(dt='$do_date',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),payment_num,0)) payment_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),payment_num,0)) payment_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_num) payment_num,
            sum(payment_amount) payment_amount,
            sum(if(dt='$do_date',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='$do_date',refund_order_num,0)) refund_order_last_1d_num,
            sum(if(dt='$do_date',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_order_num,0)) refund_order_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_order_num,0)) refund_order_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_num) refund_order_num,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='$do_date',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='$do_date',refund_payment_num,0)) refund_payment_last_1d_num,
            sum(if(dt='$do_date',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_num,0)) refund_payment_last_7d_num,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_num,0)) refund_payment_last_30d_num,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_num) refund_payment_num,
            sum(refund_payment_amount) refund_payment_amount,
            sum(if(dt='$do_date',cart_count,0)) cart_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),cart_count,0)) cart_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),cart_count,0)) cart_last_30d_count,
            sum(cart_count) cart_count,
            sum(if(dt='$do_date',favor_count,0)) favor_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),favor_count,0)) favor_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),favor_count,0)) favor_last_30d_count,
            sum(favor_count) favor_count,
            sum(if(dt='$do_date',appraise_good_count,0)) appraise_last_1d_good_count,
            sum(if(dt='$do_date',appraise_mid_count,0)) appraise_last_1d_mid_count,
            sum(if(dt='$do_date',appraise_bad_count,0)) appraise_last_1d_bad_count,
            sum(if(dt='$do_date',appraise_default_count,0)) appraise_last_1d_default_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_good_count,0)) appraise_last_7d_good_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_mid_count,0)) appraise_last_7d_mid_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_bad_count,0)) appraise_last_7d_bad_count,
            sum(if(dt>=date_add('$do_date',-6),appraise_default_count,0)) appraise_last_7d_default_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_good_count,0)) appraise_last_30d_good_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_mid_count,0)) appraise_last_30d_mid_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_bad_count,0)) appraise_last_30d_bad_count,
            sum(if(dt>=date_add('$do_date',-29),appraise_default_count,0)) appraise_last_30d_default_count,
            sum(appraise_good_count) appraise_good_count,
            sum(appraise_mid_count) appraise_mid_count,
            sum(appraise_bad_count) appraise_bad_count,
            sum(appraise_default_count) appraise_default_count
        from ${APP}.dws_sku_action_daycount
        group by sku_id
    )t2
    on t1.id=t2.sku_id;
    "
    
    dwt_coupon_topic="
    insert overwrite table ${APP}.dwt_coupon_topic partition(dt='$do_date')
    select
        id,
        nvl(get_last_1d_count,0),
        nvl(get_last_7d_count,0),
        nvl(get_last_30d_count,0),
        nvl(get_count,0),
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_reduce_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_reduce_amount,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_reduce_amount,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_reduce_amount,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_reduce_amount,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_reduce_amount,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_reduce_amount,0),
        nvl(payment_amount,0),
        nvl(expire_last_1d_count,0),
        nvl(expire_last_7d_count,0),
        nvl(expire_last_30d_count,0),
        nvl(expire_count,0)
    from
    (
        select
            id
        from ${APP}.dim_coupon_info
        where dt='$do_date'
    )t1
    left join
    (
        select
            coupon_id coupon_id,
            sum(if(dt='$do_date',get_count,0)) get_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),get_count,0)) get_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),get_count,0)) get_last_30d_count,
            sum(get_count) get_count,
            sum(if(dt='$do_date',order_count,0)) order_last_1d_count,
            sum(if(dt='$do_date',order_reduce_amount,0)) order_last_1d_reduce_amount,
            sum(if(dt='$do_date',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='$do_date',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('$do_date',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_reduce_amount,0)) order_last_7d_reduce_amount,
            sum(if(dt>=date_add('$do_date',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('$do_date',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('$do_date',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_reduce_amount,0)) order_last_30d_reduce_amount,
            sum(if(dt>=date_add('$do_date',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('$do_date',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_reduce_amount) order_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='$do_date',payment_count,0)) payment_last_1d_count,
            sum(if(dt='$do_date',payment_reduce_amount,0)) payment_last_1d_reduce_amount,
            sum(if(dt='$do_date',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),payment_reduce_amount,0)) payment_last_7d_reduce_amount,
            sum(if(dt>=date_add('$do_date',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),payment_reduce_amount,0)) payment_last_30d_reduce_amount,
            sum(if(dt>=date_add('$do_date',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_reduce_amount) payment_reduce_amount,
            sum(payment_amount) payment_amount,
            sum(if(dt='$do_date',expire_count,0)) expire_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),expire_count,0)) expire_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),expire_count,0)) expire_last_30d_count,
            sum(expire_count) expire_count
        from ${APP}.dws_coupon_info_daycount
        group by coupon_id
    )t2
    on t1.id=t2.coupon_id;
    "
    
    dwt_activity_topic="
    insert overwrite table ${APP}.dwt_activity_topic partition(dt='$do_date')
    select
        t1.activity_rule_id,
        t1.activity_id,
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_reduce_amount,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_count,0),
        nvl(order_reduce_amount,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_reduce_amount,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_count,0),
        nvl(payment_reduce_amount,0),
        nvl(payment_amount,0)
    from
    (
        select
            activity_rule_id,
            activity_id
        from ${APP}.dim_activity_rule_info
        where dt='$do_date'
    )t1
    left join
    (
        select
            activity_rule_id,
            activity_id,
            sum(if(dt='$do_date',order_count,0)) order_last_1d_count,
            sum(if(dt='$do_date',order_reduce_amount,0)) order_last_1d_reduce_amount,
            sum(if(dt='$do_date',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='$do_date',order_final_amount,0)) order_last_1d_final_amount,
            sum(order_count) order_count,
            sum(order_reduce_amount) order_reduce_amount,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='$do_date',payment_count,0)) payment_last_1d_count,
            sum(if(dt='$do_date',payment_reduce_amount,0)) payment_last_1d_reduce_amount,
            sum(if(dt='$do_date',payment_amount,0)) payment_last_1d_amount,
            sum(payment_count) payment_count,
            sum(payment_reduce_amount) payment_reduce_amount,
            sum(payment_amount) payment_amount
        from ${APP}.dws_activity_info_daycount
        group by activity_rule_id,activity_id
    )t2
    on t1.activity_rule_id=t2.activity_rule_id
    and t1.activity_id=t2.activity_id;
    "
    
    dwt_area_topic="
    insert overwrite table ${APP}.dwt_area_topic partition(dt='$do_date')
    select
        id,
        nvl(visit_last_1d_count,0),
        nvl(login_last_1d_count,0),
        nvl(visit_last_7d_count,0),
        nvl(login_last_7d_count,0),
        nvl(visit_last_30d_count,0),
        nvl(login_last_30d_count,0),
        nvl(visit_count,0),
        nvl(login_count,0),
        nvl(order_last_1d_count,0),
        nvl(order_last_1d_original_amount,0),
        nvl(order_last_1d_final_amount,0),
        nvl(order_last_7d_count,0),
        nvl(order_last_7d_original_amount,0),
        nvl(order_last_7d_final_amount,0),
        nvl(order_last_30d_count,0),
        nvl(order_last_30d_original_amount,0),
        nvl(order_last_30d_final_amount,0),
        nvl(order_count,0),
        nvl(order_original_amount,0),
        nvl(order_final_amount,0),
        nvl(payment_last_1d_count,0),
        nvl(payment_last_1d_amount,0),
        nvl(payment_last_7d_count,0),
        nvl(payment_last_7d_amount,0),
        nvl(payment_last_30d_count,0),
        nvl(payment_last_30d_amount,0),
        nvl(payment_count,0),
        nvl(payment_amount,0),
        nvl(refund_order_last_1d_count,0),
        nvl(refund_order_last_1d_amount,0),
        nvl(refund_order_last_7d_count,0),
        nvl(refund_order_last_7d_amount,0),
        nvl(refund_order_last_30d_count,0),
        nvl(refund_order_last_30d_amount,0),
        nvl(refund_order_count,0),
        nvl(refund_order_amount,0),
        nvl(refund_payment_last_1d_count,0),
        nvl(refund_payment_last_1d_amount,0),
        nvl(refund_payment_last_7d_count,0),
        nvl(refund_payment_last_7d_amount,0),
        nvl(refund_payment_last_30d_count,0),
        nvl(refund_payment_last_30d_amount,0),
        nvl(refund_payment_count,0),
        nvl(refund_payment_amount,0)
    from
    (
        select
            id
        from ${APP}.dim_base_province
    )t1
    left join
    (
        select
            province_id province_id,
            sum(if(dt='$do_date',visit_count,0)) visit_last_1d_count,
            sum(if(dt='$do_date',login_count,0)) login_last_1d_count,
            sum(if(dt>=date_add('$do_date',-6),visit_count,0)) visit_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),login_count,0)) login_last_7d_count,
            sum(if(dt>=date_add('$do_date',-29),visit_count,0)) visit_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),login_count,0)) login_last_30d_count,
            sum(visit_count) visit_count,
            sum(login_count) login_count,
            sum(if(dt='$do_date',order_count,0)) order_last_1d_count,
            sum(if(dt='$do_date',order_original_amount,0)) order_last_1d_original_amount,
            sum(if(dt='$do_date',order_final_amount,0)) order_last_1d_final_amount,
            sum(if(dt>=date_add('$do_date',-6),order_count,0)) order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),order_original_amount,0)) order_last_7d_original_amount,
            sum(if(dt>=date_add('$do_date',-6),order_final_amount,0)) order_last_7d_final_amount,
            sum(if(dt>=date_add('$do_date',-29),order_count,0)) order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),order_original_amount,0)) order_last_30d_original_amount,
            sum(if(dt>=date_add('$do_date',-29),order_final_amount,0)) order_last_30d_final_amount,
            sum(order_count) order_count,
            sum(order_original_amount) order_original_amount,
            sum(order_final_amount) order_final_amount,
            sum(if(dt='$do_date',payment_count,0)) payment_last_1d_count,
            sum(if(dt='$do_date',payment_amount,0)) payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),payment_count,0)) payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),payment_amount,0)) payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),payment_count,0)) payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),payment_amount,0)) payment_last_30d_amount,
            sum(payment_count) payment_count,
            sum(payment_amount) payment_amount,
            sum(if(dt='$do_date',refund_order_count,0)) refund_order_last_1d_count,
            sum(if(dt='$do_date',refund_order_amount,0)) refund_order_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_order_count,0)) refund_order_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_order_amount,0)) refund_order_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_order_count,0)) refund_order_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_order_amount,0)) refund_order_last_30d_amount,
            sum(refund_order_count) refund_order_count,
            sum(refund_order_amount) refund_order_amount,
            sum(if(dt='$do_date',refund_payment_count,0)) refund_payment_last_1d_count,
            sum(if(dt='$do_date',refund_payment_amount,0)) refund_payment_last_1d_amount,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_count,0)) refund_payment_last_7d_count,
            sum(if(dt>=date_add('$do_date',-6),refund_payment_amount,0)) refund_payment_last_7d_amount,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_count,0)) refund_payment_last_30d_count,
            sum(if(dt>=date_add('$do_date',-29),refund_payment_amount,0)) refund_payment_last_30d_amount,
            sum(refund_payment_count) refund_payment_count,
            sum(refund_payment_amount) refund_payment_amount
        from ${APP}.dws_area_stats_daycount
        group by province_id
    )t2
    on t1.id=t2.province_id;
    "
    
    
    case $1 in
        "dwt_visitor_topic" )
            hive -e "$dwt_visitor_topic"
        ;;
        "dwt_user_topic" )
            hive -e "$dwt_user_topic"
        ;;
        "dwt_sku_topic" )
            hive -e "$dwt_sku_topic"
        ;;
        "dwt_activity_topic" )
            hive -e "$dwt_activity_topic"
        ;;
        "dwt_coupon_topic" )
            hive -e "$dwt_coupon_topic"
        ;;
        "dwt_area_topic" )
            hive -e "$dwt_area_topic"
        ;;
        "all" )
            hive -e "$dwt_visitor_topic$dwt_user_topic$dwt_sku_topic$dwt_activity_topic$dwt_coupon_topic$dwt_area_topic"
        ;;
    esac

增加执行权限

[fancy@node101 bin]$ chmod +x dws_to_dwt_init.sh

**B、脚本使用**

执行脚本

[fancy@node101 bin]$ dws_to_dwt_init.sh all 2020-06-14

查看数据是否导入成功

## 八、DWT 层每日数据导入脚本 ##

**A、编写脚本**

在 /home/fancy/bin 目录下创建脚本 dws\_to\_dwt.sh

[fancy@node101 bin]$ vim dws_to_dwt.sh

在脚本中填写如下内容

#!/bin/bash
    
    APP=gmall
    # 如果是输入的日期按照取输入日期；如果没输入日期取当前时间的前一天
    if [ -n "$2" ] ;then
        do_date=$2
    else 
        do_date=`date -d "-1 day" +%F`
    fi
    
    clear_date=`date -d "$do_date -2 day" +%F`
    
    dwt_visitor_topic="
    insert overwrite table ${APP}.dwt_visitor_topic partition(dt='$do_date')
    select
        nvl(1d_ago.mid_id,old.mid_id),
        nvl(1d_ago.brand,old.brand),
        nvl(1d_ago.model,old.model),
        nvl(1d_ago.channel,old.channel),
        nvl(1d_ago.os,old.os),
        nvl(1d_ago.area_code,old.area_code),
        nvl(1d_ago.version_code,old.version_code),
        case when old.mid_id is null and 1d_ago.is_new=1 then '$do_date'
             when old.mid_id is null and 1d_ago.is_new=0 then '2020-06-13'--无法获取准确的首次登录日期，给定一个数仓搭建日之前的日期
             else old.visit_date_first end,
        if(1d_ago.mid_id is not null,'$do_date',old.visit_date_last),
        nvl(1d_ago.visit_count,0),
        if(1d_ago.mid_id is null,0,1),
        nvl(old.visit_last_7d_count,0)+nvl(1d_ago.visit_count,0)- nvl(7d_ago.visit_count,0),
        nvl(old.visit_last_7d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(7d_ago.mid_id is null,0,1),
        nvl(old.visit_last_30d_count,0)+nvl(1d_ago.visit_count,0)- nvl(30d_ago.visit_count,0),
        nvl(old.visit_last_30d_day_count,0)+if(1d_ago.mid_id is null,0,1)- if(30d_ago.mid_id is null,0,1),
        nvl(old.visit_count,0)+nvl(1d_ago.visit_count,0),
        nvl(old.visit_day_count,0)+if(1d_ago.mid_id is null,0,1)
    from
    (
        select
            mid_id,
            brand,
            model,
            channel,
            os,
            area_code,
            version_code,
            visit_date_first,
            visit_date_last,
            visit_last_1d_count,
            visit_last_1d_day_count,
            visit_last_7d_count,
            visit_last_7d_day_count,
            visit_last_30d_count,
            visit_last_30d_day_count,
            visit_count,
            visit_day_count
        from ${APP}.dwt_visitor_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt='$do_date'
    )1d_ago
    on old.mid_id=1d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.mid_id=7d_ago.mid_id
    left join
    (
        select
            mid_id,
            brand,
            model,
            is_new,
            channel,
            os,
            area_code,
            version_code,
            visit_count
        from ${APP}.dws_visitor_action_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.mid_id=30d_ago.mid_id;
    alter table ${APP}.dwt_visitor_topic drop partition(dt='$clear_date');
    "
    
    dwt_user_topic="
    insert overwrite table ${APP}.dwt_user_topic partition(dt='$do_date')
    select
        nvl(1d_ago.user_id,old.user_id),
        nvl(old.login_date_first,'$do_date'),
        if(1d_ago.user_id is not null,'$do_date',old.login_date_last),
        nvl(1d_ago.login_count,0),
        if(1d_ago.user_id is not null,1,0),
        nvl(old.login_last_7d_count,0)+nvl(1d_ago.login_count,0)- nvl(7d_ago.login_count,0),
        nvl(old.login_last_7d_day_count,0)+if(1d_ago.user_id is null,0,1)- if(7d_ago.user_id is null,0,1),
        nvl(old.login_last_30d_count,0)+nvl(1d_ago.login_count,0)- nvl(30d_ago.login_count,0),
        nvl(old.login_last_30d_day_count,0)+if(1d_ago.user_id is null,0,1)- if(30d_ago.user_id is null,0,1),
        nvl(old.login_count,0)+nvl(1d_ago.login_count,0),
        nvl(old.login_day_count,0)+if(1d_ago.user_id is not null,1,0),
        if(old.order_date_first is null and 1d_ago.order_count>0, '$do_date', old.order_date_first),
        if(1d_ago.order_count>0,'$do_date',old.order_date_last),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_activity_count,0),
        nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(1d_ago.order_coupon_count,0),
        nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_activity_last_7d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(7d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(7d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_last_7d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(7d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(7d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_activity_last_30d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(30d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(30d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_last_30d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(30d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(30d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_activity_count,0)+nvl(1d_ago.order_activity_count,0),
        nvl(old.order_activity_reduce_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_count,0)+nvl(1d_ago.order_coupon_count,0),
        nvl(old.order_coupon_reduce_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        if(old.payment_date_first is null and 1d_ago.payment_count>0, '$do_date', old.payment_date_first),
        if(1d_ago.payment_count>0,'$do_date',old.payment_date_last),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)-nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)-nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)-nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.refund_order_count,0),
        nvl(1d_ago.refund_order_num,0),
        nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_num,0)+nvl(1d_ago.refund_order_num, 0)- nvl(7d_ago.refund_order_num,0),
        nvl(old.refund_order_last_7d_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_num,0)+nvl(1d_ago.refund_order_num, 0)- nvl(30d_ago.refund_order_num,0),
        nvl(old.refund_order_last_30d_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_num,0)+nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_amount,0.0)+ nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_num,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)-nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(7d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+ nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)-nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(30d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+ nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_num,0)+nvl(1d_ago.refund_payment_num,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0),
        nvl(1d_ago.cart_count,0),
        nvl(old.cart_last_7d_count,0)+nvl(1d_ago.cart_count,0)-nvl(7d_ago.cart_count,0),
        nvl(old.cart_last_30d_count,0)+nvl(1d_ago.cart_count,0)-nvl(30d_ago.cart_count,0),
        nvl(old.cart_count,0)+nvl(1d_ago.cart_count,0),
        nvl(1d_ago.favor_count,0),
        nvl(old.favor_last_7d_count,0)+nvl(1d_ago.favor_count,0)- nvl(7d_ago.favor_count,0),
        nvl(old.favor_last_30d_count,0)+nvl(1d_ago.favor_count,0)- nvl(30d_ago.favor_count,0),
        nvl(old.favor_count,0)+nvl(1d_ago.favor_count,0),
        nvl(1d_ago.coupon_get_count,0),
        nvl(1d_ago.coupon_using_count,0),
        nvl(1d_ago.coupon_used_count,0),
        nvl(old.coupon_last_7d_get_count,0)+nvl(1d_ago.coupon_get_count,0)- nvl(7d_ago.coupon_get_count,0),
        nvl(old.coupon_last_7d_using_count,0)+nvl(1d_ago.coupon_using_count,0)- nvl(7d_ago.coupon_using_count,0),
        nvl(old.coupon_last_7d_used_count,0)+ nvl(1d_ago.coupon_used_count,0)- nvl(7d_ago.coupon_used_count,0),
        nvl(old.coupon_last_30d_get_count,0)+nvl(1d_ago.coupon_get_count,0)- nvl(30d_ago.coupon_get_count,0),
        nvl(old.coupon_last_30d_using_count,0)+nvl(1d_ago.coupon_using_count,0)- nvl(30d_ago.coupon_using_count,0),
        nvl(old.coupon_last_30d_used_count,0)+ nvl(1d_ago.coupon_used_count,0)- nvl(30d_ago.coupon_used_count,0),
        nvl(old.coupon_get_count,0)+nvl(1d_ago.coupon_get_count,0),
        nvl(old.coupon_using_count,0)+nvl(1d_ago.coupon_using_count,0),
        nvl(old.coupon_used_count,0)+nvl(1d_ago.coupon_used_count,0),
        nvl(1d_ago.appraise_good_count,0),
        nvl(1d_ago.appraise_mid_count,0),
        nvl(1d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_7d_default_count,0)+nvl(1d_ago.appraise_default_count,0)-nvl(7d_ago.appraise_default_count,0),
        nvl(old.appraise_last_7d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(7d_ago.appraise_good_count,0),
        nvl(old.appraise_last_7d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)-nvl(7d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_7d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)-nvl(7d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_7d_default_count,0)+nvl(1d_ago.appraise_default_count,0)-nvl(7d_ago.appraise_default_count,0),
        nvl(old.appraise_last_30d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(30d_ago.appraise_good_count,0),
        nvl(old.appraise_last_30d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)-nvl(30d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_30d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)-nvl(30d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_30d_default_count,0)+nvl(1d_ago.appraise_default_count,0)-nvl(30d_ago.appraise_default_count,0),
        nvl(old.appraise_good_count,0)+nvl(1d_ago.appraise_good_count,0),
        nvl(old.appraise_mid_count,0)+nvl(1d_ago.appraise_mid_count, 0),
        nvl(old.appraise_bad_count,0)+nvl(1d_ago.appraise_bad_count,0),
        nvl(old.appraise_default_count,0)+nvl(1d_ago.appraise_default_count,0)
    from
    (
        select
            user_id,
            login_date_first,
            login_date_last,
            login_date_1d_count,
            login_last_1d_day_count,
            login_last_7d_count,
            login_last_7d_day_count,
            login_last_30d_count,
            login_last_30d_day_count,
            login_count,
            login_day_count,
            order_date_first,
            order_date_last,
            order_last_1d_count,
            order_activity_last_1d_count,
            order_activity_reduce_last_1d_amount,
            order_coupon_last_1d_count,
            order_coupon_reduce_last_1d_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_activity_last_7d_count,
            order_activity_reduce_last_7d_amount,
            order_coupon_last_7d_count,
            order_coupon_reduce_last_7d_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_activity_last_30d_count,
            order_activity_reduce_last_30d_amount,
            order_coupon_last_30d_count,
            order_coupon_reduce_last_30d_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_date_first,
            payment_date_last,
            payment_last_1d_count,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_amount,
            payment_count,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_num,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_num,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_num,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_num,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_num,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_num,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_last_1d_count,
            cart_last_7d_count,
            cart_last_30d_count,
            cart_count,
            favor_last_1d_count,
            favor_last_7d_count,
            favor_last_30d_count,
            favor_count,
            coupon_last_1d_get_count,
            coupon_last_1d_using_count,
            coupon_last_1d_used_count,
            coupon_last_7d_get_count,
            coupon_last_7d_using_count,
            coupon_last_7d_used_count,
            coupon_last_30d_get_count,
            coupon_last_30d_using_count,
            coupon_last_30d_used_count,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_last_1d_good_count,
            appraise_last_1d_mid_count,
            appraise_last_1d_bad_count,
            appraise_last_1d_default_count,
            appraise_last_7d_good_count,
            appraise_last_7d_mid_count,
            appraise_last_7d_bad_count,
            appraise_last_7d_default_count,
            appraise_last_30d_good_count,
            appraise_last_30d_mid_count,
            appraise_last_30d_bad_count,
            appraise_last_30d_default_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dwt_user_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_user_action_daycount
        where dt='$do_date'
    )1d_ago
    on old.user_id=1d_ago.user_id
    left join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_user_action_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.user_id=7d_ago.user_id
    left join
    (
        select
            user_id,
            login_count,
            cart_count,
            favor_count,
            order_count,
            order_activity_count,
            order_activity_reduce_amount,
            order_coupon_count,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            coupon_get_count,
            coupon_using_count,
            coupon_used_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_user_action_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.user_id=30d_ago.user_id;
    alter table ${APP}.dwt_user_topic drop partition(dt='$clear_date');
    "
    
    dwt_sku_topic="
    insert overwrite table ${APP}.dwt_sku_topic partition(dt='$do_date')
    select
        nvl(1d_ago.sku_id,old.sku_id),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_num,0),
        nvl(1d_ago.order_activity_count,0),
        nvl(1d_ago.order_coupon_count,0),
        nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_num,0)+nvl(1d_ago.order_num,0)- nvl(7d_ago.order_num,0),
        nvl(old.order_activity_last_7d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(7d_ago.order_activity_count,0),
        nvl(old.order_coupon_last_7d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(7d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(7d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_last_7d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(7d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_num,0)+nvl(1d_ago.order_num,0)- nvl(30d_ago.order_num,0),
        nvl(old.order_activity_last_30d_count,0)+nvl(1d_ago.order_activity_count,0)- nvl(30d_ago.order_activity_count,0),
        nvl(old.order_coupon_last_30d_count,0)+nvl(1d_ago.order_coupon_count,0)- nvl(30d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0)- nvl(30d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_last_30d_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0)- nvl(30d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_num,0)+nvl(1d_ago.order_num,0),
        nvl(old.order_activity_count,0)+nvl(1d_ago.order_activity_count,0),
        nvl(old.order_coupon_count,0)+nvl(1d_ago.order_coupon_count,0),
        nvl(old.order_activity_reduce_amount,0.0)+nvl(1d_ago.order_activity_reduce_amount,0.0),
        nvl(old.order_coupon_reduce_amount,0.0)+nvl(1d_ago.order_coupon_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_num,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_num,0)+nvl(1d_ago.payment_num,0)- nvl(7d_ago.payment_num,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_num,0)+nvl(1d_ago.payment_num,0)- nvl(30d_ago.payment_num,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_num,0)+nvl(1d_ago.payment_num,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(old.refund_order_last_1d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_last_1d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_last_1d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(7d_ago.refund_order_num,0),
        nvl(old.refund_order_last_7d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_num,0)+nvl(1d_ago.refund_order_num,0)- nvl(30d_ago.refund_order_num,0),
        nvl(old.refund_order_last_30d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_num,0)+nvl(1d_ago.refund_order_num,0),
        nvl(old.refund_order_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_num,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(7d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_num,0)+nvl(1d_ago.refund_payment_num,0)- nvl(30d_ago.refund_payment_num,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_num,0)+nvl(1d_ago.refund_payment_num,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0),
        nvl(1d_ago.cart_count,0),
        nvl(old.cart_last_7d_count,0)+nvl(1d_ago.cart_count,0)- nvl(7d_ago.cart_count,0),
        nvl(old.cart_last_30d_count,0)+nvl(1d_ago.cart_count,0)- nvl(30d_ago.cart_count,0),
        nvl(old.cart_count,0)+nvl(1d_ago.cart_count,0),
        nvl(1d_ago.favor_count,0),
        nvl(old.favor_last_7d_count,0)+nvl(1d_ago.favor_count,0)- nvl(7d_ago.favor_count,0),
        nvl(old.favor_last_30d_count,0)+nvl(1d_ago.favor_count,0)- nvl(30d_ago.favor_count,0),
        nvl(old.favor_count,0)+nvl(1d_ago.favor_count,0),
        nvl(1d_ago.appraise_good_count,0),
        nvl(1d_ago.appraise_mid_count,0),
        nvl(1d_ago.appraise_bad_count,0),
        nvl(1d_ago.appraise_default_count,0),
        nvl(old.appraise_last_7d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(7d_ago.appraise_good_count,0),
        nvl(old.appraise_last_7d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)- nvl(7d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_7d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)- nvl(7d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_7d_default_count,0)+nvl(1d_ago.appraise_default_count,0)- nvl(7d_ago.appraise_default_count,0),
        nvl(old.appraise_last_30d_good_count,0)+nvl(1d_ago.appraise_good_count,0)- nvl(30d_ago.appraise_good_count,0),
        nvl(old.appraise_last_30d_mid_count,0)+nvl(1d_ago.appraise_mid_count,0)- nvl(30d_ago.appraise_mid_count,0),
        nvl(old.appraise_last_30d_bad_count,0)+nvl(1d_ago.appraise_bad_count,0)- nvl(30d_ago.appraise_bad_count,0),
        nvl(old.appraise_last_30d_default_count,0)+nvl(1d_ago.appraise_default_count,0)- nvl(30d_ago.appraise_default_count,0),
        nvl(old.appraise_good_count,0)+nvl(1d_ago.appraise_good_count,0),
        nvl(old.appraise_mid_count,0)+nvl(1d_ago.appraise_mid_count,0),
        nvl(old.appraise_bad_count,0)+nvl(1d_ago.appraise_bad_count,0),
        nvl(old.appraise_default_count,0)+nvl(1d_ago.appraise_default_count,0)
    from
    (
        select
            sku_id,
            order_last_1d_count,
            order_last_1d_num,
            order_activity_last_1d_count,
            order_coupon_last_1d_count,
            order_activity_reduce_last_1d_amount,
            order_coupon_reduce_last_1d_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_num,
            order_activity_last_7d_count,
            order_coupon_last_7d_count,
            order_activity_reduce_last_7d_amount,
            order_coupon_reduce_last_7d_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_num,
            order_activity_last_30d_count,
            order_coupon_last_30d_count,
            order_activity_reduce_last_30d_amount,
            order_coupon_reduce_last_30d_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_num,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_num,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_num,
            payment_last_30d_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_num,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_num,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_num,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_num,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_num,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_num,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_last_1d_count,
            cart_last_7d_count,
            cart_last_30d_count,
            cart_count,
            favor_last_1d_count,
            favor_last_7d_count,
            favor_last_30d_count,
            favor_count,
            appraise_last_1d_good_count,
            appraise_last_1d_mid_count,
            appraise_last_1d_bad_count,
            appraise_last_1d_default_count,
            appraise_last_7d_good_count,
            appraise_last_7d_mid_count,
            appraise_last_7d_bad_count,
            appraise_last_7d_default_count,
            appraise_last_30d_good_count,
            appraise_last_30d_mid_count,
            appraise_last_30d_bad_count,
            appraise_last_30d_default_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dwt_sku_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_sku_action_daycount
        where dt='$do_date'
    )1d_ago
    on old.sku_id=1d_ago.sku_id
    left join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_sku_action_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.sku_id=7d_ago.sku_id
    left join
    (
        select
            sku_id,
            order_count,
            order_num,
            order_activity_count,
            order_coupon_count,
            order_activity_reduce_amount,
            order_coupon_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_num,
            payment_amount,
            refund_order_count,
            refund_order_num,
            refund_order_amount,
            refund_payment_count,
            refund_payment_num,
            refund_payment_amount,
            cart_count,
            favor_count,
            appraise_good_count,
            appraise_mid_count,
            appraise_bad_count,
            appraise_default_count
        from ${APP}.dws_sku_action_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.sku_id=30d_ago.sku_id;
    alter table ${APP}.dwt_sku_topic drop partition(dt='$clear_date');
    "
    
    dwt_activity_topic="
    insert overwrite table ${APP}.dwt_activity_topic partition(dt='$do_date')
    select
        nvl(1d_ago.activity_rule_id,old.activity_rule_id),
        nvl(1d_ago.activity_id,old.activity_id),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0)
    from
    (
        select
            activity_rule_id,
            activity_id,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount
        from ${APP}.dwt_activity_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            activity_rule_id,
            activity_id,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount
        from ${APP}.dws_activity_info_daycount
        where dt='$do_date'
    )1d_ago
    on old.activity_rule_id=1d_ago.activity_rule_id;
    alter table ${APP}.dwt_activity_topic drop partition(dt='$clear_date');
    "
    
    dwt_coupon_topic="
    insert overwrite table ${APP}.dwt_coupon_topic partition(dt='$do_date')
    select
        nvl(1d_ago.coupon_id,old.coupon_id),
        nvl(1d_ago.get_count,0),
        nvl(old.get_last_7d_count,0)+nvl(1d_ago.get_count,0)- nvl(7d_ago.get_count,0),
        nvl(old.get_last_30d_count,0)+nvl(1d_ago.get_count,0)- nvl(30d_ago.get_count,0),
        nvl(old.get_count,0)+nvl(1d_ago.get_count,0),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_reduce_amount,0.0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0)- nvl(7d_ago.order_reduce_amount,0.0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0)- nvl(30d_ago.order_reduce_amount,0.0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_reduce_amount,0.0)+nvl(1d_ago.order_reduce_amount,0.0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(old.payment_last_1d_count,0)+nvl(1d_ago.payment_count,0)- nvl(1d_ago.payment_count,0),
        nvl(old.payment_last_1d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_1d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(7d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0)- nvl(30d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_reduce_amount,0.0)+nvl(1d_ago.payment_reduce_amount,0.0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.expire_count,0),
        nvl(old.expire_last_7d_count,0)+nvl(1d_ago.expire_count,0)- nvl(7d_ago.expire_count,0),
        nvl(old.expire_last_30d_count,0)+nvl(1d_ago.expire_count,0)- nvl(30d_ago.expire_count,0),
        nvl(old.expire_count,0)+nvl(1d_ago.expire_count,0)
    from
    (
        select
            coupon_id,
            get_last_1d_count,
            get_last_7d_count,
            get_last_30d_count,
            get_count,
            order_last_1d_count,
            order_last_1d_reduce_amount,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_reduce_amount,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_reduce_amount,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_reduce_amount,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_reduce_amount,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_reduce_amount,
            payment_last_30d_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_last_1d_count,
            expire_last_7d_count,
            expire_last_30d_count,
            expire_count
        from ${APP}.dwt_coupon_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from ${APP}.dws_coupon_info_daycount
        where dt='$do_date'
    )1d_ago
    on old.coupon_id=1d_ago.coupon_id
    left join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from ${APP}.dws_coupon_info_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.coupon_id=7d_ago.coupon_id
    left join
    (
        select
            coupon_id,
            get_count,
            order_count,
            order_reduce_amount,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_reduce_amount,
            payment_amount,
            expire_count
        from ${APP}.dws_coupon_info_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.coupon_id=30d_ago.coupon_id;
    alter table ${APP}.dwt_coupon_topic drop partition(dt='$clear_date');
    "
    
    dwt_area_topic="
    insert overwrite table ${APP}.dwt_area_topic partition(dt='$do_date')
    select
        nvl(old.province_id, 1d_ago.province_id),
        nvl(1d_ago.visit_count,0),
        nvl(1d_ago.login_count,0),
        nvl(old.visit_last_7d_count,0)+nvl(1d_ago.visit_count,0)- nvl(7d_ago.visit_count,0),
        nvl(old.login_last_7d_count,0)+nvl(1d_ago.login_count,0)- nvl(7d_ago.login_count,0),
        nvl(old.visit_last_30d_count,0)+nvl(1d_ago.visit_count,0)- nvl(30d_ago.visit_count,0),
        nvl(old.login_last_30d_count,0)+nvl(1d_ago.login_count,0)- nvl(30d_ago.login_count,0),
        nvl(old.visit_count,0)+nvl(1d_ago.visit_count,0),
        nvl(old.login_count,0)+nvl(1d_ago.login_count,0),
        nvl(1d_ago.order_count,0),
        nvl(1d_ago.order_original_amount,0.0),
        nvl(1d_ago.order_final_amount,0.0),
        nvl(old.order_last_7d_count,0)+nvl(1d_ago.order_count,0)- nvl(7d_ago.order_count,0),
        nvl(old.order_last_7d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(7d_ago.order_original_amount,0.0),
        nvl(old.order_last_7d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(7d_ago.order_final_amount,0.0),
        nvl(old.order_last_30d_count,0)+nvl(1d_ago.order_count,0)- nvl(30d_ago.order_count,0),
        nvl(old.order_last_30d_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0)- nvl(30d_ago.order_original_amount,0.0),
        nvl(old.order_last_30d_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0)- nvl(30d_ago.order_final_amount,0.0),
        nvl(old.order_count,0)+nvl(1d_ago.order_count,0),
        nvl(old.order_original_amount,0.0)+nvl(1d_ago.order_original_amount,0.0),
        nvl(old.order_final_amount,0.0)+nvl(1d_ago.order_final_amount,0.0),
        nvl(1d_ago.payment_count,0),
        nvl(1d_ago.payment_amount,0.0),
        nvl(old.payment_last_7d_count,0)+nvl(1d_ago.payment_count,0)- nvl(7d_ago.payment_count,0),
        nvl(old.payment_last_7d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(7d_ago.payment_amount,0.0),
        nvl(old.payment_last_30d_count,0)+nvl(1d_ago.payment_count,0)- nvl(30d_ago.payment_count,0),
        nvl(old.payment_last_30d_amount,0.0)+nvl(1d_ago.payment_amount,0.0)- nvl(30d_ago.payment_amount,0.0),
        nvl(old.payment_count,0)+nvl(1d_ago.payment_count,0),
        nvl(old.payment_amount,0.0)+nvl(1d_ago.payment_amount,0.0),
        nvl(1d_ago.refund_order_count,0),
        nvl(1d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_7d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(7d_ago.refund_order_count,0),
        nvl(old.refund_order_last_7d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(7d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_last_30d_count,0)+nvl(1d_ago.refund_order_count,0)- nvl(30d_ago.refund_order_count,0),
        nvl(old.refund_order_last_30d_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0)- nvl(30d_ago.refund_order_amount,0.0),
        nvl(old.refund_order_count,0)+nvl(1d_ago.refund_order_count,0),
        nvl(old.refund_order_amount,0.0)+nvl(1d_ago.refund_order_amount,0.0),
        nvl(1d_ago.refund_payment_count,0),
        nvl(1d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_7d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(7d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_7d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(7d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_last_30d_count,0)+nvl(1d_ago.refund_payment_count,0)- nvl(30d_ago.refund_payment_count,0),
        nvl(old.refund_payment_last_30d_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)- nvl(30d_ago.refund_payment_amount,0.0),
        nvl(old.refund_payment_count,0)+nvl(1d_ago.refund_payment_count,0),
        nvl(old.refund_payment_amount,0.0)+nvl(1d_ago.refund_payment_amount,0.0)
    
    from
    (
        select
            province_id,
            visit_last_1d_count,
            login_last_1d_count,
            visit_last_7d_count,
            login_last_7d_count,
            visit_last_30d_count,
            login_last_30d_count,
            visit_count,
            login_count,
            order_last_1d_count,
            order_last_1d_original_amount,
            order_last_1d_final_amount,
            order_last_7d_count,
            order_last_7d_original_amount,
            order_last_7d_final_amount,
            order_last_30d_count,
            order_last_30d_original_amount,
            order_last_30d_final_amount,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_last_1d_count,
            payment_last_1d_amount,
            payment_last_7d_count,
            payment_last_7d_amount,
            payment_last_30d_count,
            payment_last_30d_amount,
            payment_count,
            payment_amount,
            refund_order_last_1d_count,
            refund_order_last_1d_amount,
            refund_order_last_7d_count,
            refund_order_last_7d_amount,
            refund_order_last_30d_count,
            refund_order_last_30d_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_last_1d_count,
            refund_payment_last_1d_amount,
            refund_payment_last_7d_count,
            refund_payment_last_7d_amount,
            refund_payment_last_30d_count,
            refund_payment_last_30d_amount,
            refund_payment_count,
            refund_payment_amount
        from ${APP}.dwt_area_topic
        where dt=date_add('$do_date',-1)
    )old
    full outer join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from ${APP}.dws_area_stats_daycount
        where dt='$do_date'
    )1d_ago
    on old.province_id=1d_ago.province_id
    left join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from ${APP}.dws_area_stats_daycount
        where dt=date_add('$do_date',-7)
    )7d_ago
    on old.province_id= 7d_ago.province_id
    left join
    (
        select
            province_id,
            visit_count,
            login_count,
            order_count,
            order_original_amount,
            order_final_amount,
            payment_count,
            payment_amount,
            refund_order_count,
            refund_order_amount,
            refund_payment_count,
            refund_payment_amount
        from ${APP}.dws_area_stats_daycount
        where dt=date_add('$do_date',-30)
    )30d_ago
    on old.province_id= 30d_ago.province_id;
    alter table ${APP}.dwt_area_topic drop partition(dt='$clear_date');
    "
    
    
    case $1 in
        "dwt_visitor_topic" )
            hive -e "$dwt_visitor_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_visitor_topic/dt=$clear_date
        ;;
        "dwt_user_topic" )
            hive -e "$dwt_user_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_user_topic/dt=$clear_date
        ;;
        "dwt_sku_topic" )
            hive -e "$dwt_sku_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_sku_topic/dt=$clear_date
        ;;
        "dwt_activity_topic" )
            hive -e "$dwt_activity_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_activity_topic/dt=$clear_date
        ;;
        "dwt_coupon_topic" )
            hive -e "$dwt_coupon_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_coupon_topic/dt=$clear_date
        ;;
        "dwt_area_topic" )
            hive -e "$dwt_area_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_area_topic/dt=$clear_date
        ;;
        "all" )
            hive -e "$dwt_visitor_topic$dwt_user_topic$dwt_sku_topic$dwt_activity_topic$dwt_coupon_topic$dwt_area_topic"
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_visitor_topic/dt=$clear_date
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_user_topic/dt=$clear_date
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_sku_topic/dt=$clear_date
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_activity_topic/dt=$clear_date
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_coupon_topic/dt=$clear_date
            hadoop fs -rm -r -f /warehouse/gmall/dwt/dwt_area_topic/dt=$clear_date
        ;;
    esac

增加脚本执行权限

[fancy@node101 bin]$ chmod 777 dws_to_dwt.sh

**B、脚本使用**

执行脚本

[fancy@node101 bin]$ dws_to_dwt.sh 2020-06-14

查看导入数据

[4277d1c54eb24cae88219733d529fca9.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/04/01/e9be4677cfe24e8d8392bcb12343240c.png