第9章 数仓开发之DWD层

DWD层设计要点：

（1）DWD层的设计依据是维度建模理论，该层存储维度模型的事实表。

（2）DWD层的数据存储格式为**orc列式存储+snappy压缩**。

（3）DWD层表名的命名规范为dwd_数据域_表名_单分区增量全量标识（inc/full）

9.1 交易域加购事务事实表

表结构设计

1）建表语句

DROP TABLE IF EXISTS dwd_trade_cart_add_inc;
CREATE EXTERNAL TABLE dwd_trade_cart_add_inc
(
    `id`               STRING COMMENT '编号',
    `user_id`          STRING COMMENT '用户id',
    `sku_id`           STRING COMMENT '商品id',
    `date_id`          STRING COMMENT '时间id',
    `create_time`      STRING COMMENT '加购时间',
    `source_id`        STRING COMMENT '来源类型ID',
    `source_type_code` STRING COMMENT '来源类型编码',
    `source_type_name` STRING COMMENT '来源类型名称',
    `sku_num`          BIGINT COMMENT '加购物车件数'
) COMMENT '交易域加购物车事务事实表'
    PARTITIONED BY (`dt` STRING)
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_cart_add_inc/'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）分区规划

3）数据装载

（1）数据流向

（2）首日装载

set hive.exec.dynamic.partition.mode=nonstrict;
insert overwrite table dwd_trade_cart_add_inc partition (dt)
select
    id,
    user_id,
    sku_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    source_id,
    source_type,
    dic.dic_name,
    sku_num,
    date_format(create_time, 'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num
    from ods_cart_info_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='24'
)dic
on ci.source_type=dic.dic_code;

（3）每日装载

insert overwrite table dwd_trade_cart_add_inc partition(dt='2020-06-15')
select
    id,
    user_id,
    sku_id,
    date_id,
    create_time,
    source_id,
    source_type_code,
    source_type_name,
    sku_num
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        date_format(from_utc_timestamp(ts*1000, 'GMT+8'), 'yyyy-MM-dd') date_id,
        date_format(from_utc_timestamp(ts*1000, 'GMT+8'), 'yyyy-MM-dd HH:mm:ss') create_time,
        data.source_id,
        data.source_type source_type_code,
        if(type='insert', data.sku_num, data.sku_num-old['sku_num']) sku_num
    from ods_cart_info_inc
    where dt='2020-06-15'
    and (type='insert'
    or(type='update' and old['sku_num'] is not null and data.sku_num>cast(old['sku_num'] as int)))
--     or (type = 'update' and array_contains(map_keys(old), 'sku_num') and cast(old['sku_num'] as int)<data.sku_num))
)cart
left join
(
    select
        dic_code,
        dic_name source_type_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='24'
)dic
on cart.source_type_code=dic.dic_code;

9.2 交易域下单事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_order_detail_inc;
CREATE EXTERNAL TABLE dwd_trade_order_detail_inc
(
    `id`                    STRING COMMENT '编号',
    `order_id`              STRING COMMENT '订单id',
    `user_id`               STRING COMMENT '用户id',
    `sku_id`                STRING COMMENT '商品id',
    `province_id`           STRING COMMENT '省份id',
    `activity_id`           STRING COMMENT '参与活动规则id',
    `activity_rule_id`      STRING COMMENT '参与活动规则id',
    `coupon_id`             STRING COMMENT '使用优惠券id',
    `date_id`               STRING COMMENT '下单日期id',
    `create_time`           STRING COMMENT '下单时间',
    `source_id`             STRING COMMENT '来源编号',
    `source_type_code`      STRING COMMENT '来源类型编码',
    `source_type_name`      STRING COMMENT '来源类型名称',
    `sku_num`               BIGINT COMMENT '商品数量',
    `split_original_amount` DECIMAL(16, 2) COMMENT '原始价格',
    `split_activity_amount` DECIMAL(16, 2) COMMENT '活动优惠分摊',
    `split_coupon_amount`   DECIMAL(16, 2) COMMENT '优惠券优惠分摊',
    `split_total_amount`    DECIMAL(16, 2) COMMENT '最终价格分摊'
) COMMENT '交易域下单明细事务事实表'
    PARTITIONED BY (`dt` STRING)
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_order_detail_inc/'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

（1）首日装载

set hive.exec.dynamic.partition.mode=nonstrict;
insert overwrite table dwd_trade_order_detail_inc partition (dt)
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(create_time, 'yyyy-MM-dd') date_id,
    create_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) od
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ods_order_info_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;

（2）每日装载

insert overwrite table dwd_trade_order_detail_inc partition (dt='2020-06-15')
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_id,
    create_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        date_format(data.create_time, 'yyyy-MM-dd') date_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where dt = '2020-06-15'
    and type = 'insert'
) od
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ods_order_info_inc
    where dt = '2020-06-15'
    and type = 'insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where dt = '2020-06-15'
    and type = 'insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where dt = '2020-06-15'
    and type = 'insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;

9.3 交易域取消订单事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_cancel_detail_inc;
CREATE EXTERNAL TABLE dwd_trade_cancel_detail_inc
(
    `id`                    STRING COMMENT '编号',
    `order_id`              STRING COMMENT '订单id',
    `user_id`               STRING COMMENT '用户id',
    `sku_id`                STRING COMMENT '商品id',
    `province_id`           STRING COMMENT '省份id',
    `activity_id`           STRING COMMENT '参与活动规则id',
    `activity_rule_id`      STRING COMMENT '参与活动规则id',
    `coupon_id`             STRING COMMENT '使用优惠券id',
    `date_id`               STRING COMMENT '取消订单日期id',
    `cancel_time`           STRING COMMENT '取消订单时间',
    `source_id`             STRING COMMENT '来源编号',
    `source_type_code`      STRING COMMENT '来源类型编码',
    `source_type_name`      STRING COMMENT '来源类型名称',
    `sku_num`               BIGINT COMMENT '商品数量',
    `split_original_amount` DECIMAL(16, 2) COMMENT '原始价格',
    `split_activity_amount` DECIMAL(16, 2) COMMENT '活动优惠分摊',
    `split_coupon_amount`   DECIMAL(16, 2) COMMENT '优惠券优惠分摊',
    `split_total_amount`    DECIMAL(16, 2) COMMENT '最终价格分摊'
) COMMENT '交易域取消订单明细事务事实表'
    PARTITIONED BY (`dt` STRING)
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_cancel_detail_inc/'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

（1）首日装载

set hive.exec.dynamic.partition.mode=nonstrict;
insert overwrite table dwd_trade_cancel_detail_inc partition (dt)
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(canel_time,'yyyy-MM-dd') date_id,
    canel_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(canel_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) od
join
(
    select
        data.id,
        data.user_id,
        data.province_id,
        data.operate_time canel_time
    from ods_order_info_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
    and data.order_status='1003'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;

（2）每日装载

insert overwrite table dwd_trade_cancel_detail_inc partition (dt='2020-06-15')
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(canel_time,'yyyy-MM-dd') date_id,
    canel_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where (dt='2020-06-15' or dt=date_add('2020-06-15',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) od
join
(
    select
        data.id,
        data.user_id,
        data.province_id,
        data.operate_time canel_time
    from ods_order_info_inc
    where dt = '2020-06-15'
    and type = 'update'
    and data.order_status='1003'
    and array_contains(map_keys(old),'order_status')
) oi
on order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where (dt='2020-06-15' or dt=date_add('2020-06-15',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where (dt='2020-06-15' or dt=date_add('2020-06-15',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;

9.4 交易域支付成功事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_pay_detail_suc_inc;
CREATE EXTERNAL TABLE dwd_trade_pay_detail_suc_inc
(
    `id`                    STRING COMMENT '编号',
    `order_id`              STRING COMMENT '订单id',
    `user_id`               STRING COMMENT '用户id',
    `sku_id`                STRING COMMENT '商品id',
    `province_id`           STRING COMMENT '省份id',
    `activity_id`           STRING COMMENT '参与活动规则id',
    `activity_rule_id`      STRING COMMENT '参与活动规则id',
    `coupon_id`             STRING COMMENT '使用优惠券id',
    `payment_type_code`     STRING COMMENT '支付类型编码',
    `payment_type_name`     STRING COMMENT '支付类型名称',
    `date_id`               STRING COMMENT '支付日期id',
    `callback_time`         STRING COMMENT '支付成功时间',
    `source_id`             STRING COMMENT '来源编号',
    `source_type_code`      STRING COMMENT '来源类型编码',
    `source_type_name`      STRING COMMENT '来源类型名称',
    `sku_num`               BIGINT COMMENT '商品数量',
    `split_original_amount` DECIMAL(16, 2) COMMENT '应支付原始金额',
    `split_activity_amount` DECIMAL(16, 2) COMMENT '支付活动优惠分摊',
    `split_coupon_amount`   DECIMAL(16, 2) COMMENT '支付优惠券优惠分摊',
    `split_payment_amount`  DECIMAL(16, 2) COMMENT '支付金额'
) COMMENT '交易域成功支付事务事实表'
    PARTITIONED BY (`dt` STRING)
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_pay_detail_suc_inc/'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

（1）首日装载

insert overwrite table dwd_trade_pay_detail_suc_inc partition (dt)
select
    od.id,
    od.order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    payment_type,
    pay_dic.dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    source_id,
    source_type,
    src_dic.dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(callback_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) od
join
(
    select
        data.user_id,
        data.order_id,
        data.payment_type,
        data.callback_time
    from ods_payment_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
    and data.payment_status='1602'
) pi
on od.order_id=pi.order_id
left join
(
    select
        data.id,
        data.province_id
    from ods_order_info_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where dt = '2020-06-14'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='11'
) pay_dic
on pi.payment_type=pay_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='24'
)src_dic
on od.source_type=src_dic.dic_code;

（2）每日装载

insert overwrite table dwd_trade_pay_detail_suc_inc partition (dt='2020-06-15')
select
    od.id,
    od.order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    payment_type,
    pay_dic.dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    source_id,
    source_type,
    src_dic.dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ods_order_detail_inc
    where (dt = '2020-06-15' or dt = date_add('2020-06-15',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) od
join
(
    select
        data.user_id,
        data.order_id,
        data.payment_type,
        data.callback_time
    from ods_payment_info_inc
    where dt='2020-06-15'
    and type='update'
    and array_contains(map_keys(old),'payment_status')
    and data.payment_status='1602'
) pi
on od.order_id=pi.order_id
left join
(
    select
        data.id,
        data.province_id
    from ods_order_info_inc
    where (dt = '2020-06-15' or dt = date_add('2020-06-15',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ods_order_detail_activity_inc
    where (dt = '2020-06-15' or dt = date_add('2020-06-15',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ods_order_detail_coupon_inc
    where (dt = '2020-06-15' or dt = date_add('2020-06-15',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='11'
) pay_dic
on pi.payment_type=pay_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='24'
)src_dic
on od.source_type=src_dic.dic_code;

9.5 交易域退单事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_order_refund_inc;
CREATE EXTERNAL TABLE dwd_trade_order_refund_inc
(
    `id`                      STRING COMMENT '编号',
    `user_id`                 STRING COMMENT '用户ID',
    `order_id`                STRING COMMENT '订单ID',
    `sku_id`                  STRING COMMENT '商品ID',
    `province_id`             STRING COMMENT '地区ID',
    `date_id`                 STRING COMMENT '日期ID',
    `create_time`             STRING COMMENT '退单时间',
    `refund_type_code`        STRING COMMENT '退单类型编码',
    `refund_type_name`        STRING COMMENT '退单类型名称',
    `refund_reason_type_code` STRING COMMENT '退单原因类型编码',
    `refund_reason_type_name` STRING COMMENT '退单原因类型名称',
    `refund_reason_txt`       STRING COMMENT '退单原因描述',
    `refund_num`              BIGINT COMMENT '退单件数',
    `refund_amount`           DECIMAL(16, 2) COMMENT '退单金额'
) COMMENT '交易域退单事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_order_refund_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_trade_order_refund_inc partition(dt)
select
    ri.id,
    user_id,
    order_id,
    sku_id,
    province_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    refund_type,
    type_dic.dic_name,
    refund_reason_type,
    reason_dic.dic_name,
    refund_reason_txt,
    refund_num,
    refund_amount,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.order_id,
        data.sku_id,
        data.refund_type,
        data.refund_num,
        data.refund_amount,
        data.refund_reason_type,
        data.refund_reason_txt,
        data.create_time
    from ods_order_refund_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)ri
left join
(
    select
        data.id,
        data.province_id
    from ods_order_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)oi
on ri.order_id=oi.id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code = '15'
)type_dic
on ri.refund_type=type_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code = '13'
)reason_dic
on ri.refund_reason_type=reason_dic.dic_code;

（2）每日装载

insert overwrite table dwd_trade_order_refund_inc partition(dt='2020-06-15')
select
    ri.id,
    user_id,
    order_id,
    sku_id,
    province_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    refund_type,
    type_dic.dic_name,
    refund_reason_type,
    reason_dic.dic_name,
    refund_reason_txt,
    refund_num,
    refund_amount
from
(
    select
        data.id,
        data.user_id,
        data.order_id,
        data.sku_id,
        data.refund_type,
        data.refund_num,
        data.refund_amount,
        data.refund_reason_type,
        data.refund_reason_txt,
        data.create_time
    from ods_order_refund_info_inc
    where dt='2020-06-15'
    and type='insert'
)ri
left join
(
    select
        data.id,
        data.province_id
    from ods_order_info_inc
    where dt='2020-06-15'
    and type='update'
    and data.order_status='1005'
    and array_contains(map_keys(old),'order_status')
)oi
on ri.order_id=oi.id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code = '15'
)type_dic
on ri.refund_type=type_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code = '13'
)reason_dic
on ri.refund_reason_type=reason_dic.dic_code;

9.6 交易域退款成功事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_refund_pay_suc_inc;
CREATE EXTERNAL TABLE dwd_trade_refund_pay_suc_inc
(
    `id`                STRING COMMENT '编号',
    `user_id`           STRING COMMENT '用户ID',
    `order_id`          STRING COMMENT '订单编号',
    `sku_id`            STRING COMMENT 'SKU编号',
    `province_id`       STRING COMMENT '地区ID',
    `payment_type_code` STRING COMMENT '支付类型编码',
    `payment_type_name` STRING COMMENT '支付类型名称',
    `date_id`           STRING COMMENT '日期ID',
    `callback_time`     STRING COMMENT '支付成功时间',
    `refund_num`        DECIMAL(16, 2) COMMENT '退款件数',
    `refund_amount`     DECIMAL(16, 2) COMMENT '退款金额'
) COMMENT '交易域提交退款成功事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_refund_pay_suc_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_trade_refund_pay_suc_inc partition(dt)
select
    rp.id,
    user_id,
    rp.order_id,
    rp.sku_id,
    province_id,
    payment_type,
    dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    refund_num,
    total_amount,
    date_format(callback_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.payment_type,
        data.callback_time,
        data.total_amount
    from ods_refund_payment_inc
    where dt='2020-06-14'
    and type = 'bootstrap-insert'
    and data.refund_status='1602'
)rp
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ods_order_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)oi
on rp.order_id=oi.id
left join
(
    select
        data.order_id,
        data.sku_id,
        data.refund_num
    from ods_order_refund_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)ri
on rp.order_id=ri.order_id
and rp.sku_id=ri.sku_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='11'
)dic
on rp.payment_type=dic.dic_code;

（2）每日装载

insert overwrite table dwd_trade_refund_pay_suc_inc partition(dt='2020-06-15')
select
    rp.id,
    user_id,
    rp.order_id,
    rp.sku_id,
    province_id,
    payment_type,
    dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    refund_num,
    total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.payment_type,
        data.callback_time,
        data.total_amount
    from ods_refund_payment_inc
    where dt='2020-06-15'
    and type = 'update'
    and array_contains(map_keys(old),'refund_status')
    and data.refund_status='1602'
)rp
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ods_order_info_inc
    where dt='2020-06-15'
    and type='update'
    and data.order_status='1006'
    and array_contains(map_keys(old),'order_status')
)oi
on rp.order_id=oi.id
left join
(
    select
        data.order_id,
        data.sku_id,
        data.refund_num
    from ods_order_refund_info_inc
    where dt='2020-06-15'
    and type='update'
    and data.refund_status='0705'
    and array_contains(map_keys(old),'refund_status')
)ri
on rp.order_id=ri.order_id
and rp.sku_id=ri.sku_id
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='11'
)dic
on rp.payment_type=dic.dic_code;

9.7 交易域购物车周期快照事实表

1）建表语句

DROP TABLE IF EXISTS dwd_trade_cart_full;
CREATE EXTERNAL TABLE dwd_trade_cart_full
(
    `id`       STRING COMMENT '编号',
    `user_id`  STRING COMMENT '用户id',
    `sku_id`   STRING COMMENT '商品id',
    `sku_name` STRING COMMENT '商品名称',
    `sku_num`  BIGINT COMMENT '加购物车件数'
) COMMENT '交易域购物车周期快照事实表'
    PARTITIONED BY (`dt` STRING)
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_trade_cart_full/'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

insert overwrite table dwd_trade_cart_full partition(dt='2020-06-14')
select
    id,
    user_id,
    sku_id,
    sku_name,
    sku_num
from ods_cart_info_full
where dt='2020-06-14'
and is_ordered='0';

9.8 工具域优惠券领取事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_tool_coupon_get_inc;
CREATE EXTERNAL TABLE dwd_tool_coupon_get_inc
(
    `id`        STRING COMMENT '编号',
    `coupon_id` STRING COMMENT '优惠券ID',
    `user_id`   STRING COMMENT 'userid',
    `date_id`   STRING COMMENT '日期ID',
    `get_time`  STRING COMMENT '领取时间'
) COMMENT '优惠券领取事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_tool_coupon_get_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_tool_coupon_get_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    date_format(data.get_time,'yyyy-MM-dd') date_id,
    data.get_time,
    date_format(data.get_time,'yyyy-MM-dd')
from ods_coupon_use_inc
where dt='2020-06-14'
and type='bootstrap-insert';

（2）每日装载

insert overwrite table dwd_tool_coupon_get_inc partition (dt='2020-06-15')
select
    data.id,
    data.coupon_id,
    data.user_id,
    date_format(data.get_time,'yyyy-MM-dd') date_id,
    data.get_time
from ods_coupon_use_inc
where dt='2020-06-15'
and type='insert';

9.9 工具域优惠券使用(下单)事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_tool_coupon_order_inc;
CREATE EXTERNAL TABLE dwd_tool_coupon_order_inc
(
    `id`         STRING COMMENT '编号',
    `coupon_id`  STRING COMMENT '优惠券ID',
    `user_id`    STRING COMMENT 'user_id',
    `order_id`   STRING COMMENT 'order_id',
    `date_id`    STRING COMMENT '日期ID',
    `order_time` STRING COMMENT '使用下单时间'
) COMMENT '优惠券使用下单事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_tool_coupon_order_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_tool_coupon_order_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.using_time,'yyyy-MM-dd') date_id,
    data.using_time,
    date_format(data.using_time,'yyyy-MM-dd')
from ods_coupon_use_inc
where dt='2020-06-14'
and type='bootstrap-insert'
and data.using_time is not null;

（2）每日装载

insert overwrite table dwd_tool_coupon_order_inc partition(dt='2020-06-15')
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.using_time,'yyyy-MM-dd') date_id,
    data.using_time
from ods_coupon_use_inc
where dt='2020-06-15'
and type='update'
and array_contains(map_keys(old),'using_time');

9.10 工具域优惠券使用(支付)事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_tool_coupon_pay_inc;
CREATE EXTERNAL TABLE dwd_tool_coupon_pay_inc
(
    `id`           STRING COMMENT '编号',
    `coupon_id`    STRING COMMENT '优惠券ID',
    `user_id`      STRING COMMENT 'user_id',
    `order_id`     STRING COMMENT 'order_id',
    `date_id`      STRING COMMENT '日期ID',
    `payment_time` STRING COMMENT '使用下单时间'
) COMMENT '优惠券使用支付事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_tool_coupon_pay_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_tool_coupon_pay_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.used_time,'yyyy-MM-dd') date_id,
    data.used_time,
    date_format(data.used_time,'yyyy-MM-dd')
from ods_coupon_use_inc
where dt='2020-06-14'
and type='bootstrap-insert'
and data.used_time is not null;

（2）每日装载

insert overwrite table dwd_tool_coupon_pay_inc partition(dt='2020-06-15')
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.used_time,'yyyy-MM-dd') date_id,
    data.used_time
from ods_coupon_use_inc
where dt='2020-06-15'
and type='update'
and array_contains(map_keys(old),'used_time');

9.11 互动域收藏商品事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_interaction_favor_add_inc;
CREATE EXTERNAL TABLE dwd_interaction_favor_add_inc
(
    `id`          STRING COMMENT '编号',
    `user_id`     STRING COMMENT '用户id',
    `sku_id`      STRING COMMENT 'sku_id',
    `date_id`     STRING COMMENT '日期id',
    `create_time` STRING COMMENT '收藏时间'
) COMMENT '收藏事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_interaction_favor_add_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

set hive.exec.dynamic.partition.mode=nonstrict;
insert overwrite table dwd_interaction_favor_add_inc partition(dt)
select
    data.id,
    data.user_id,
    data.sku_id,
    date_format(data.create_time,'yyyy-MM-dd') date_id,
    data.create_time,
    date_format(data.create_time,'yyyy-MM-dd')
from ods_favor_info_inc
where dt='2020-06-14'
and type = 'bootstrap-insert';

（2）每日装载

insert overwrite table dwd_interaction_favor_add_inc partition(dt='2020-06-15')
select
    data.id,
    data.user_id,
    data.sku_id,
    date_format(data.create_time,'yyyy-MM-dd') date_id,
    data.create_time
from ods_favor_info_inc
where dt='2020-06-15'
and type = 'insert';

9.12 互动域评价事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_interaction_comment_inc;
CREATE EXTERNAL TABLE dwd_interaction_comment_inc
(
    `id`            STRING COMMENT '编号',
    `user_id`       STRING COMMENT '用户ID',
    `sku_id`        STRING COMMENT 'sku_id',
    `order_id`      STRING COMMENT '订单ID',
    `date_id`       STRING COMMENT '日期ID',
    `create_time`   STRING COMMENT '评价时间',
    `appraise_code` STRING COMMENT '评价编码',
    `appraise_name` STRING COMMENT '评价名称'
) COMMENT '评价事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_interaction_comment_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

insert overwrite table dwd_interaction_comment_inc partition(dt)
select
    id,
    user_id,
    sku_id,
    order_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    appraise,
    dic_name,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.order_id,
        data.create_time,
        data.appraise
    from ods_comment_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-14'
    and parent_code='12'
)dic
on ci.appraise=dic.dic_code;

（2）每日装载

insert overwrite table dwd_interaction_comment_inc partition(dt='2020-06-15')
select
    id,
    user_id,
    sku_id,
    order_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    appraise,
    dic_name
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.order_id,
        data.create_time,
        data.appraise
    from ods_comment_info_inc
    where dt='2020-06-15'
    and type='insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ods_base_dic_full
    where dt='2020-06-15'
    and parent_code='12'
)dic
on ci.appraise=dic.dic_code;

9.13 流量域页面浏览事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_traffic_page_view_inc;
CREATE EXTERNAL TABLE dwd_traffic_page_view_inc
(
    `province_id`    STRING COMMENT '省份id',
    `brand`          STRING COMMENT '手机品牌',
    `channel`        STRING COMMENT '渠道',
    `is_new`         STRING COMMENT '是否首次启动',
    `model`          STRING COMMENT '手机型号',
    `mid_id`         STRING COMMENT '设备id',
    `operate_system` STRING COMMENT '操作系统',
    `user_id`        STRING COMMENT '会员id',
    `version_code`   STRING COMMENT 'app版本号',
    `page_item`      STRING COMMENT '目标id ',
    `page_item_type` STRING COMMENT '目标类型',
    `last_page_id`   STRING COMMENT '上页类型',
    `page_id`        STRING COMMENT '页面ID ',
    `source_type`    STRING COMMENT '来源类型',
    `date_id`        STRING COMMENT '日期id',
    `view_time`      STRING COMMENT '跳入时间',
    `session_id`     STRING COMMENT '所属会话id',
    `during_time`    BIGINT COMMENT '持续时间毫秒'
) COMMENT '页面日志表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_traffic_page_view_inc'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

set hive.cbo.enable=false;
insert overwrite table dwd_traffic_page_view_inc partition (dt='2020-06-14')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') view_time,
    concat(mid_id,'-',last_value(session_start_point,true) over (partition by mid_id order by ts)) session_id,
    during_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        ts,
        if(page.last_page_id is null,ts,null) session_start_point
    from ods_log_inc
    where dt='2020-06-14'
    and page is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

9.14 流量域启动事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_traffic_start_inc;
CREATE EXTERNAL TABLE dwd_traffic_start_inc
(
    `province_id`     STRING COMMENT '省份id',
    `brand`           STRING COMMENT '手机品牌',
    `channel`         STRING COMMENT '渠道',
    `is_new`          STRING COMMENT '是否首次启动',
    `model`           STRING COMMENT '手机型号',
    `mid_id`          STRING COMMENT '设备id',
    `operate_system`  STRING COMMENT '操作系统',
    `user_id`         STRING COMMENT '会员id',
    `version_code`    STRING COMMENT 'app版本号',
    `entry`           STRING COMMENT 'icon手机图标 notice 通知',
    `open_ad_id`      STRING COMMENT '广告页ID ',
    `date_id`         STRING COMMENT '日期id',
    `start_time`      STRING COMMENT '启动时间',
    `loading_time_ms` BIGINT COMMENT '启动加载时间',
    `open_ad_ms`      BIGINT COMMENT '广告总共播放时间',
    `open_ad_skip_ms` BIGINT COMMENT '用户跳过广告时点'
) COMMENT '启动日志表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_traffic_start_inc'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

set hive.cbo.enable=false;
insert overwrite table dwd_traffic_start_inc partition(dt='2020-06-14')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    entry,
    open_ad_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time,
    loading_time,
    open_ad_ms,
    open_ad_skip_ms
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        `start`.entry,
        `start`.loading_time,
        `start`.open_ad_id,
        `start`.open_ad_ms,
        `start`.open_ad_skip_ms,
        ts
    from ods_log_inc
    where dt='2020-06-14'
    and `start` is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

9.15 流量域动作事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_traffic_action_inc;
CREATE EXTERNAL TABLE dwd_traffic_action_inc
(
    `province_id`      STRING COMMENT '省份id',
    `brand`            STRING COMMENT '手机品牌',
    `channel`          STRING COMMENT '渠道',
    `is_new`           STRING COMMENT '是否首次启动',
    `model`            STRING COMMENT '手机型号',
    `mid_id`           STRING COMMENT '设备id',
    `operate_system`   STRING COMMENT '操作系统',
    `user_id`          STRING COMMENT '会员id',
    `version_code`     STRING COMMENT 'app版本号',
    `during_time`      BIGINT COMMENT '持续时间毫秒',
    `page_item`        STRING COMMENT '目标id ',
    `page_item_type`   STRING COMMENT '目标类型',
    `last_page_id`     STRING COMMENT '上页类型',
    `page_id`          STRING COMMENT '页面id ',
    `source_type`      STRING COMMENT '来源类型',
    `action_id`        STRING COMMENT '动作id',
    `action_item`      STRING COMMENT '目标id ',
    `action_item_type` STRING COMMENT '目标类型',
    `date_id`          STRING COMMENT '日期id',
    `action_time`      STRING COMMENT '动作发生时间'
) COMMENT '动作日志表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_traffic_action_inc'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

set hive.cbo.enable=false;
insert overwrite table dwd_traffic_action_inc partition(dt='2020-06-14')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    action_id,
    action_item,
    action_item_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        action.action_id,
        action.item action_item,
        action.item_type action_item_type,
        action.ts
    from ods_log_inc lateral view explode(actions) tmp as action
    where dt='2020-06-14'
    and actions is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

9.16 流量域曝光事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_traffic_display_inc;
CREATE EXTERNAL TABLE dwd_traffic_display_inc
(
    `province_id`       STRING COMMENT '省份id',
    `brand`             STRING COMMENT '手机品牌',
    `channel`           STRING COMMENT '渠道',
    `is_new`            STRING COMMENT '是否首次启动',
    `model`             STRING COMMENT '手机型号',
    `mid_id`            STRING COMMENT '设备id',
    `operate_system`    STRING COMMENT '操作系统',
    `user_id`           STRING COMMENT '会员id',
    `version_code`      STRING COMMENT 'app版本号',
    `during_time`       BIGINT COMMENT 'app版本号',
    `page_item`         STRING COMMENT '目标id ',
    `page_item_type`    STRING COMMENT '目标类型',
    `last_page_id`      STRING COMMENT '上页类型',
    `page_id`           STRING COMMENT '页面ID ',
    `source_type`       STRING COMMENT '来源类型',
    `date_id`           STRING COMMENT '日期id',
    `display_time`      STRING COMMENT '曝光时间',
    `display_type`      STRING COMMENT '曝光类型',
    `display_item`      STRING COMMENT '曝光对象id ',
    `display_item_type` STRING COMMENT 'app版本号',
    `display_order`     BIGINT COMMENT '曝光顺序',
    `display_pos_id`    BIGINT COMMENT '曝光位置'
) COMMENT '曝光日志表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_traffic_display_inc'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

set hive.cbo.enable=false;
insert overwrite table dwd_traffic_display_inc partition(dt='2020-06-14')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') display_time,
    display_type,
    display_item,
    display_item_type,
    display_order,
    display_pos_id
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        display.display_type,
        display.item display_item,
        display.item_type display_item_type,
        display.`order` display_order,
        display.pos_id display_pos_id,
        ts
    from ods_log_inc lateral view explode(displays) tmp as display
    where dt='2020-06-14'
    and displays is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

9.17 流量域错误事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_traffic_error_inc;
CREATE EXTERNAL TABLE dwd_traffic_error_inc
(
    `province_id`     STRING COMMENT '地区编码',
    `brand`           STRING COMMENT '手机品牌',
    `channel`         STRING COMMENT '渠道',
    `is_new`          STRING COMMENT '是否首次启动',
    `model`           STRING COMMENT '手机型号',
    `mid_id`          STRING COMMENT '设备id',
    `operate_system`  STRING COMMENT '操作系统',
    `user_id`         STRING COMMENT '会员id',
    `version_code`    STRING COMMENT 'app版本号',
    `page_item`       STRING COMMENT '目标id ',
    `page_item_type`  STRING COMMENT '目标类型',
    `last_page_id`    STRING COMMENT '上页类型',
    `page_id`         STRING COMMENT '页面ID ',
    `source_type`     STRING COMMENT '来源类型',
    `entry`           STRING COMMENT 'icon手机图标  notice 通知',
    `loading_time`    STRING COMMENT '启动加载时间',
    `open_ad_id`      STRING COMMENT '广告页ID ',
    `open_ad_ms`      STRING COMMENT '广告总共播放时间',
    `open_ad_skip_ms` STRING COMMENT '用户跳过广告时点',
    `actions`         ARRAY<STRUCT<action_id:STRING,item:STRING,item_type:STRING,ts:BIGINT>> COMMENT '动作信息',
    `displays`        ARRAY<STRUCT<display_type :STRING,item :STRING,item_type :STRING,`order` :STRING,pos_id
                                   :STRING>> COMMENT '曝光信息',
    `date_id`         STRING COMMENT '日期id',
    `error_time`      STRING COMMENT '错误时间',
    `error_code`      STRING COMMENT '错误码',
    `error_msg`       STRING COMMENT '错误信息'
) COMMENT '错误日志表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_traffic_error_inc'
    TBLPROPERTIES ('orc.compress' = 'snappy');

2）数据装载

set hive.cbo.enable=false;
set hive.execution.engine=mr;
insert overwrite table dwd_traffic_error_inc partition(dt='2020-06-14')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    entry,
    loading_time,
    open_ad_id,
    open_ad_ms,
    open_ad_skip_ms,
    actions,
    displays,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') error_time,
    error_code,
    error_msg
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        `start`.entry,
        `start`.loading_time,
        `start`.open_ad_id,
        `start`.open_ad_ms,
        `start`.open_ad_skip_ms,
        actions,
        displays,
        err.error_code,
        err.msg error_msg,
        ts
    from ods_log_inc
    where dt='2020-06-14'
    and err is not null
)log
join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

9.18 用户域用户注册事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_user_register_inc;
CREATE EXTERNAL TABLE dwd_user_register_inc
(
    `user_id`        STRING COMMENT '用户ID',
    `date_id`        STRING COMMENT '日期ID',
    `create_time`    STRING COMMENT '注册时间',
    `channel`        STRING COMMENT '应用下载渠道',
    `province_id`    STRING COMMENT '省份id',
    `version_code`   STRING COMMENT '应用版本',
    `mid_id`         STRING COMMENT '设备id',
    `brand`          STRING COMMENT '设备品牌',
    `model`          STRING COMMENT '设备型号',
    `operate_system` STRING COMMENT '设备操作系统'
) COMMENT '用户域用户注册事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_user_register_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

（1）首日装载

set hive.exec.dynamic.partition.mode=nonstrict;
insert overwrite table dwd_user_register_inc partition(dt)
select
    ui.user_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id user_id,
        data.create_time
    from ods_user_info_inc
    where dt='2020-06-14'
    and type='bootstrap-insert'
)ui
left join
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code
    from ods_log_inc
    where dt='2020-06-14'
    and page.page_id='register'
    and common.uid is not null
)log
on ui.user_id=log.user_id
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on log.area_code=bp.area_code;

（2）每日装载

insert overwrite table dwd_user_register_inc partition(dt='2020-06-15')
select
    ui.user_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system
from
(
    select
        data.id user_id,
        data.create_time
    from ods_user_info_inc
    where dt='2020-06-15'
    and type='insert'
)ui
left join
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code
    from ods_log_inc
    where dt='2020-06-15'
    and page.page_id='register'
    and common.uid is not null
)log
on ui.user_id=log.user_id
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-15'
)bp
on log.area_code=bp.area_code;

9.19 用户域用户登录事务事实表

1）建表语句

DROP TABLE IF EXISTS dwd_user_login_inc;
CREATE EXTERNAL TABLE dwd_user_login_inc
(
    `user_id`        STRING COMMENT '用户ID',
    `date_id`        STRING COMMENT '日期ID',
    `login_time`     STRING COMMENT '登录时间',
    `channel`        STRING COMMENT '应用下载渠道',
    `province_id`    STRING COMMENT '省份id',
    `version_code`   STRING COMMENT '应用版本',
    `mid_id`         STRING COMMENT '设备id',
    `brand`          STRING COMMENT '设备品牌',
    `model`          STRING COMMENT '设备型号',
    `operate_system` STRING COMMENT '设备操作系统'
) COMMENT '用户域用户登录事务事实表'
    PARTITIONED BY (`dt` STRING)
    STORED AS ORC
    LOCATION '/warehouse/gmall/dwd/dwd_user_login_inc/'
    TBLPROPERTIES ("orc.compress" = "snappy");

2）数据装载

insert overwrite table dwd_user_login_inc partition(dt='2020-06-14')
select
    user_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') login_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system
from
(
    select
        user_id,
        channel,
        area_code,
        version_code,
        mid_id,
        brand,
        model,
        operate_system,
        ts
    from
    (
        select
            user_id,
            channel,
            area_code,
            version_code,
            mid_id,
            brand,
            model,
            operate_system,
            ts,
            row_number() over (partition by session_id order by ts) rn
        from
        (
            select
                user_id,
                channel,
                area_code,
                version_code,
                mid_id,
                brand,
                model,
                operate_system,
                ts,
                concat(mid_id,'-',last_value(session_start_point,true) over(partition by mid_id order by ts)) session_id
            from
            (
                select
                    common.uid user_id,
                    common.ch channel,
                    common.ar area_code,
                    common.vc version_code,
                    common.mid mid_id,
                    common.ba brand,
                    common.md model,
                    common.os operate_system,
                    ts,
                    if(page.last_page_id is null,ts,null) session_start_point
                from ods_log_inc
                where dt='2020-06-14'
                and page is not null
            )t1
        )t2
        where user_id is not null
    )t3
    where rn=1
)t4
left join
(
    select
        id province_id,
        area_code
    from ods_base_province_full
    where dt='2020-06-14'
)bp
on t4.area_code=bp.area_code;

9.20 数据装载脚本

9.20.1 首日装载脚本

（1）在hadoop102的/home/atguigu/bin目录下创建ods_to_dwd_init.sh

[atguigu@hadoop102 bin]$ vim ods_to_dwd_init.sh

（2）编写如下内容

#!/bin/bash
APP=gmall

if [ -n "$2" ] ;then
   do_date=$2
else 
   echo "请传入日期参数"
   exit
fi

dwd_interaction_comment_inc="
insert overwrite table ${APP}.dwd_interaction_comment_inc partition(dt)
select
    id,
    user_id,
    sku_id,
    order_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    appraise,
    dic_name,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.order_id,
        data.create_time,
        data.appraise
    from ${APP}.ods_comment_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='12'
)dic
on ci.appraise=dic.dic_code;
"
dwd_interaction_favor_add_inc="
insert overwrite table ${APP}.dwd_interaction_favor_add_inc partition(dt)
select
    data.id,
    data.user_id,
    data.sku_id,
    date_format(data.create_time,'yyyy-MM-dd') date_id,
    data.create_time,
    date_format(data.create_time,'yyyy-MM-dd')
from ${APP}.ods_favor_info_inc
where dt='$do_date'
and type = 'bootstrap-insert';
"

dwd_tool_coupon_get_inc="
insert overwrite table ${APP}.dwd_tool_coupon_get_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    date_format(data.get_time,'yyyy-MM-dd') date_id,
    data.get_time,
    date_format(data.get_time,'yyyy-MM-dd')
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='bootstrap-insert';
"
dwd_tool_coupon_order_inc="
insert overwrite table ${APP}.dwd_tool_coupon_order_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.using_time,'yyyy-MM-dd') date_id,
    data.using_time,
    date_format(data.using_time,'yyyy-MM-dd')
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='bootstrap-insert'
and data.using_time is not null;
"
dwd_tool_coupon_pay_inc="
insert overwrite table ${APP}.dwd_tool_coupon_pay_inc partition(dt)
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.used_time,'yyyy-MM-dd') date_id,
    data.used_time,
    date_format(data.used_time,'yyyy-MM-dd')
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='bootstrap-insert'
and data.used_time is not null;
"
dwd_trade_cancel_detail_inc="
insert overwrite table ${APP}.dwd_trade_cancel_detail_inc partition (dt)
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(canel_time,'yyyy-MM-dd') date_id,
    canel_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(canel_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) od
join
(
    select
        data.id,
        data.user_id,
        data.province_id,
        data.operate_time canel_time
    from ${APP}.ods_order_info_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
    and data.order_status='1003'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;
"
dwd_trade_cart_add_inc="
insert overwrite table ${APP}.dwd_trade_cart_add_inc partition (dt)
select
    id,
    user_id,
    sku_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    source_id,
    source_type,
    dic.dic_name,
    sku_num,
    date_format(create_time, 'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num
    from ${APP}.ods_cart_info_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on ci.source_type=dic.dic_code;
"
dwd_trade_cart_full="
insert overwrite table ${APP}.dwd_trade_cart_full partition(dt='$do_date')
select
    id,
    user_id,
    sku_id,
    sku_name,
    sku_num
from ${APP}.ods_cart_info_full
where dt='$do_date'
and is_ordered='0';
"
dwd_trade_order_detail_inc="
insert overwrite table ${APP}.dwd_trade_order_detail_inc partition (dt)
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(create_time, 'yyyy-MM-dd') date_id,
    create_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) od
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;
"
dwd_trade_order_refund_inc="
insert overwrite table ${APP}.dwd_trade_order_refund_inc partition(dt)
select
    ri.id,
    user_id,
    order_id,
    sku_id,
    province_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    refund_type,
    type_dic.dic_name,
    refund_reason_type,
    reason_dic.dic_name,
    refund_reason_txt,
    refund_num,
    refund_amount,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.user_id,
        data.order_id,
        data.sku_id,
        data.refund_type,
        data.refund_num,
        data.refund_amount,
        data.refund_reason_type,
        data.refund_reason_txt,
        data.create_time
    from ${APP}.ods_order_refund_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)ri
left join
(
    select
        data.id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)oi
on ri.order_id=oi.id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code = '15'
)type_dic
on ri.refund_type=type_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code = '13'
)reason_dic
on ri.refund_reason_type=reason_dic.dic_code;
"

dwd_trade_pay_detail_suc_inc="
insert overwrite table ${APP}.dwd_trade_pay_detail_suc_inc partition (dt)
select
    od.id,
    od.order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    payment_type,
    pay_dic.dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    source_id,
    source_type,
    src_dic.dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount,
    date_format(callback_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) od
join
(
    select
        data.user_id,
        data.order_id,
        data.payment_type,
        data.callback_time
    from ${APP}.ods_payment_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
    and data.payment_status='1602'
) pi
on od.order_id=pi.order_id
left join
(
    select
        data.id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where dt = '$do_date'
    and type = 'bootstrap-insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='11'
) pay_dic
on pi.payment_type=pay_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)src_dic
on od.source_type=src_dic.dic_code;
"
dwd_trade_refund_pay_suc_inc="
insert overwrite table ${APP}.dwd_trade_refund_pay_suc_inc partition(dt)
select
    rp.id,
    user_id,
    rp.order_id,
    rp.sku_id,
    province_id,
    payment_type,
    dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    refund_num,
    total_amount,
    date_format(callback_time,'yyyy-MM-dd')
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.payment_type,
        data.callback_time,
        data.total_amount
    from ${APP}.ods_refund_payment_inc
    where dt='$do_date'
    and type = 'bootstrap-insert'
    and data.refund_status='1602'
)rp
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)oi
on rp.order_id=oi.id
left join
(
    select
        data.order_id,
        data.sku_id,
        data.refund_num
    from ${APP}.ods_order_refund_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)ri
on rp.order_id=ri.order_id
and rp.sku_id=ri.sku_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='11'
)dic
on rp.payment_type=dic.dic_code;
"
dwd_traffic_action_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_action_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    action_id,
    action_item,
    action_item_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        action.action_id,
        action.item action_item,
        action.item_type action_item_type,
        action.ts
    from ${APP}.ods_log_inc lateral view explode(actions) tmp as action
    where dt='$do_date'
    and actions is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_display_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_display_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') display_time,
    display_type,
    display_item,
    display_item_type,
    display_order,
    display_pos_id
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        display.display_type,
        display.item display_item,
        display.item_type display_item_type,
        display.\`order\` display_order,
        display.pos_id display_pos_id,
        ts
    from ${APP}.ods_log_inc lateral view explode(displays) tmp as display
    where dt='$do_date'
    and displays is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_error_inc="
set hive.cbo.enable=false;
set hive.execution.engine=mr;
insert overwrite table ${APP}.dwd_traffic_error_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    entry,
    loading_time,
    open_ad_id,
    open_ad_ms,
    open_ad_skip_ms,
    actions,
    displays,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') error_time,
    error_code,
    error_msg
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        \`start\`.entry,
        \`start\`.loading_time,
        \`start\`.open_ad_id,
        \`start\`.open_ad_ms,
        \`start\`.open_ad_skip_ms,
        actions,
        displays,
        err.error_code,
        err.msg error_msg,
        ts
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and err is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
set hive.execution.engine=spark;
"
dwd_traffic_page_view_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_page_view_inc partition (dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') view_time,
    concat(mid_id,'-',last_value(session_start_point,true) over (partition by mid_id order by ts)) session_id,
    during_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        ts,
        if(page.last_page_id is null,ts,null) session_start_point
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and page is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_start_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_start_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    entry,
    open_ad_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time,
    loading_time,
    open_ad_ms,
    open_ad_skip_ms
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        \`start\`.entry,
        \`start\`.loading_time,
        \`start\`.open_ad_id,
        \`start\`.open_ad_ms,
        \`start\`.open_ad_skip_ms,
        ts
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and \`start\` is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_user_login_inc="
insert overwrite table ${APP}.dwd_user_login_inc partition(dt='$do_date')
select
    user_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') login_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system
from
(
    select
        user_id,
        channel,
        area_code,
        version_code,
        mid_id,
        brand,
        model,
        operate_system,
        ts
    from
    (
        select
            user_id,
            channel,
            area_code,
            version_code,
            mid_id,
            brand,
            model,
            operate_system,
            ts,
            row_number() over (partition by session_id order by ts) rn
        from
        (
            select
                user_id,
                channel,
                area_code,
                version_code,
                mid_id,
                brand,
                model,
                operate_system,
                ts,
                concat(mid_id,'-',last_value(session_start_point,true) over(partition by mid_id order by ts)) session_id
            from
            (
                select
                    common.uid user_id,
                    common.ch channel,
                    common.ar area_code,
                    common.vc version_code,
                    common.mid mid_id,
                    common.ba brand,
                    common.md model,
                    common.os operate_system,
                    ts,
                    if(page.last_page_id is null,ts,null) session_start_point
                from ${APP}.ods_log_inc
                where dt='$do_date'
                and page is not null
            )t1
        )t2
        where user_id is not null
    )t3
    where rn=1
)t4
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on t4.area_code=bp.area_code;
"
dwd_user_register_inc="
insert overwrite table ${APP}.dwd_user_register_inc partition(dt)
select
    ui.user_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system,
    date_format(create_time,'yyyy-MM-dd')
from
(
    select
        data.id user_id,
        data.create_time
    from ${APP}.ods_user_info_inc
    where dt='$do_date'
    and type='bootstrap-insert'
)ui
left join
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and page.page_id='register'
    and common.uid is not null
)log
on ui.user_id=log.user_id
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"

case $1 in
    "dwd_interaction_comment_inc" )
        hive -e "$dwd_interaction_comment_inc"
    ;;
    "dwd_interaction_favor_add_inc" )
        hive -e "$dwd_interaction_favor_add_inc"
    ;;
    "dwd_tool_coupon_get_inc" )
        hive -e "$dwd_tool_coupon_get_inc"
    ;;
    "dwd_tool_coupon_order_inc" )
        hive -e "$dwd_tool_coupon_order_inc"
    ;;
    "dwd_tool_coupon_pay_inc" )
        hive -e "$dwd_tool_coupon_pay_inc"
    ;;
    "dwd_trade_cancel_detail_inc" )
        hive -e "$dwd_trade_cancel_detail_inc"
    ;;
    "dwd_trade_cart_add_inc" )
        hive -e "$dwd_trade_cart_add_inc"
    ;;
    "dwd_trade_cart_full" )
        hive -e "$dwd_trade_cart_full"
    ;;
    "dwd_trade_order_detail_inc" )
        hive -e "$dwd_trade_order_detail_inc"
    ;;
    "dwd_trade_order_refund_inc" )
        hive -e "$dwd_trade_order_refund_inc"
    ;;
    "dwd_trade_pay_detail_suc_inc" )
        hive -e "$dwd_trade_pay_detail_suc_inc"
    ;;
    "dwd_trade_refund_pay_suc_inc" )
        hive -e "$dwd_trade_refund_pay_suc_inc"
    ;;
    "dwd_traffic_action_inc" )
        hive -e "$dwd_traffic_action_inc"
    ;;
    "dwd_traffic_display_inc" )
        hive -e "$dwd_traffic_display_inc"
    ;;
    "dwd_traffic_error_inc" )
        hive -e "$dwd_traffic_error_inc"
    ;;
    "dwd_traffic_page_view_inc" )
        hive -e "$dwd_traffic_page_view_inc"
    ;;
    "dwd_traffic_start_inc" )
        hive -e "$dwd_traffic_start_inc"
    ;;
    "dwd_user_login_inc" )
        hive -e "$dwd_user_login_inc"
    ;;
    "dwd_user_register_inc" )
        hive -e "$dwd_user_register_inc"
    ;;
    "all" )
        hive -e "$dwd_interaction_comment_inc$dwd_interaction_favor_add_inc$dwd_tool_coupon_get_inc$dwd_tool_coupon_order_inc$dwd_tool_coupon_pay_inc$dwd_trade_cancel_detail_inc$dwd_trade_cart_add_inc$dwd_trade_cart_full$dwd_trade_order_detail_inc$dwd_trade_order_refund_inc$dwd_trade_pay_detail_suc_inc$dwd_trade_refund_pay_suc_inc$dwd_traffic_action_inc$dwd_traffic_display_inc$dwd_traffic_error_inc$dwd_traffic_page_view_inc$dwd_traffic_start_inc$dwd_user_login_inc$dwd_user_register_inc"
esac

（3）增加脚本执行权限

[atguigu@hadoop102 bin]$ chmod +x ods_to_dwd_init.sh

（4）脚本用法

[atguigu@hadoop102 bin]$ ods_to_dwd_init.sh all 2020-06-14

9.20.2 每日装载脚本

（1）在hadoop102的/home/atguigu/bin目录下创建ods_to_dwd.sh

[atguigu@hadoop102 bin]$ vim ods_to_dwd.sh

（2）编写如下内容

#!/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

dwd_interaction_comment_inc="
insert overwrite table ${APP}.dwd_interaction_comment_inc partition(dt='$do_date')
select
    id,
    user_id,
    sku_id,
    order_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    appraise,
    dic_name
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        data.order_id,
        data.create_time,
        data.appraise
    from ${APP}.ods_comment_info_inc
    where dt='$do_date'
    and type='insert'
)ci
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='12'
)dic
on ci.appraise=dic.dic_code;
"
dwd_interaction_favor_add_inc="
insert overwrite table ${APP}.dwd_interaction_favor_add_inc partition(dt='$do_date')
select
    data.id,
    data.user_id,
    data.sku_id,
    date_format(data.create_time,'yyyy-MM-dd') date_id,
    data.create_time
from ${APP}.ods_favor_info_inc
where dt='$do_date'
and type = 'insert';
"

dwd_tool_coupon_get_inc="
insert overwrite table ${APP}.dwd_tool_coupon_get_inc partition (dt='$do_date')
select
    data.id,
    data.coupon_id,
    data.user_id,
    date_format(data.get_time,'yyyy-MM-dd') date_id,
    data.get_time
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='insert';
"
dwd_tool_coupon_order_inc="
insert overwrite table ${APP}.dwd_tool_coupon_order_inc partition(dt='$do_date')
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.using_time,'yyyy-MM-dd') date_id,
    data.using_time
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='update'
and array_contains(map_keys(old),'using_time');
"
dwd_tool_coupon_pay_inc="
insert overwrite table ${APP}.dwd_tool_coupon_pay_inc partition(dt='$do_date')
select
    data.id,
    data.coupon_id,
    data.user_id,
    data.order_id,
    date_format(data.used_time,'yyyy-MM-dd') date_id,
    data.used_time
from ${APP}.ods_coupon_use_inc
where dt='$do_date'
and type='update'
and array_contains(map_keys(old),'used_time');
"
dwd_trade_cancel_detail_inc="
insert overwrite table ${APP}.dwd_trade_cancel_detail_inc partition (dt='$do_date')
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_format(canel_time,'yyyy-MM-dd') date_id,
    canel_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where (dt='$do_date' or dt=date_add('$do_date',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) od
join
(
    select
        data.id,
        data.user_id,
        data.province_id,
        data.operate_time canel_time
    from ${APP}.ods_order_info_inc
    where dt = '$do_date'
    and type = 'update'
    and data.order_status='1003'
    and array_contains(map_keys(old),'order_status')
) oi
on order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where (dt='$do_date' or dt=date_add('$do_date',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where (dt='$do_date' or dt=date_add('$do_date',-1))
    and (type = 'insert' or type= 'bootstrap-insert')
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;
"

dwd_trade_cart_add_inc="
insert overwrite table ${APP}.dwd_trade_cart_add_inc partition(dt='$do_date')
select
    id,
    user_id,
    sku_id,
    date_id,
    create_time,
    source_id,
    source_type_code,
    source_type_name,
    sku_num
from
(
    select
        data.id,
        data.user_id,
        data.sku_id,
        date_format(from_utc_timestamp(ts*1000,'GMT+8'),'yyyy-MM-dd') date_id,
        date_format(from_utc_timestamp(ts*1000,'GMT+8'),'yyyy-MM-dd HH:mm:ss') create_time,
        data.source_id,
        data.source_type source_type_code,
        if(type='insert',data.sku_num,data.sku_num-old['sku_num']) sku_num
    from ${APP}.ods_cart_info_inc
    where dt='$do_date'
    and (type='insert'
    or(type='update' and old['sku_num'] is not null and data.sku_num>cast(old['sku_num'] as int)))
)cart
left join
(
    select
        dic_code,
        dic_name source_type_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on cart.source_type_code=dic.dic_code;
"
dwd_trade_cart_full="
insert overwrite table ${APP}.dwd_trade_cart_full partition(dt='$do_date')
select
    id,
    user_id,
    sku_id,
    sku_name,
    sku_num
from ${APP}.ods_cart_info_full
where dt='$do_date'
and is_ordered='0';
"
dwd_trade_order_detail_inc="
insert overwrite table ${APP}.dwd_trade_order_detail_inc partition (dt='$do_date')
select
    od.id,
    order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    date_id,
    create_time,
    source_id,
    source_type,
    dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        date_format(data.create_time, 'yyyy-MM-dd') date_id,
        data.create_time,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where dt = '$do_date'
    and type = 'insert'
) od
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt = '$do_date'
    and type = 'insert'
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where dt = '$do_date'
    and type = 'insert'
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where dt = '$do_date'
    and type = 'insert'
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)dic
on od.source_type=dic.dic_code;
"
dwd_trade_order_refund_inc="
insert overwrite table ${APP}.dwd_trade_order_refund_inc partition(dt='$do_date')
select
    ri.id,
    user_id,
    order_id,
    sku_id,
    province_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    refund_type,
    type_dic.dic_name,
    refund_reason_type,
    reason_dic.dic_name,
    refund_reason_txt,
    refund_num,
    refund_amount
from
(
    select
        data.id,
        data.user_id,
        data.order_id,
        data.sku_id,
        data.refund_type,
        data.refund_num,
        data.refund_amount,
        data.refund_reason_type,
        data.refund_reason_txt,
        data.create_time
    from ${APP}.ods_order_refund_info_inc
    where dt='$do_date'
    and type='insert'
)ri
left join
(
    select
        data.id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt='$do_date'
    and type='update'
    and data.order_status='1005'
    and array_contains(map_keys(old),'order_status')
)oi
on ri.order_id=oi.id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code = '15'
)type_dic
on ri.refund_type=type_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code = '13'
)reason_dic
on ri.refund_reason_type=reason_dic.dic_code;
"

dwd_trade_pay_detail_suc_inc="
insert overwrite table ${APP}.dwd_trade_pay_detail_suc_inc partition (dt='$do_date')
select
    od.id,
    od.order_id,
    user_id,
    sku_id,
    province_id,
    activity_id,
    activity_rule_id,
    coupon_id,
    payment_type,
    pay_dic.dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    source_id,
    source_type,
    src_dic.dic_name,
    sku_num,
    split_original_amount,
    split_activity_amount,
    split_coupon_amount,
    split_total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.source_id,
        data.source_type,
        data.sku_num,
        data.sku_num * data.order_price split_original_amount,
        data.split_total_amount,
        data.split_activity_amount,
        data.split_coupon_amount
    from ${APP}.ods_order_detail_inc
    where (dt = '$do_date' or dt = date_add('$do_date',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) od
join
(
    select
        data.user_id,
        data.order_id,
        data.payment_type,
        data.callback_time
    from ${APP}.ods_payment_info_inc
    where dt='$do_date'
    and type='update'
    and array_contains(map_keys(old),'payment_status')
    and data.payment_status='1602'
) pi
on od.order_id=pi.order_id
left join
(
    select
        data.id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where (dt = '$do_date' or dt = date_add('$do_date',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) oi
on od.order_id = oi.id
left join
(
    select
        data.order_detail_id,
        data.activity_id,
        data.activity_rule_id
    from ${APP}.ods_order_detail_activity_inc
    where (dt = '$do_date' or dt = date_add('$do_date',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) act
on od.id = act.order_detail_id
left join
(
    select
        data.order_detail_id,
        data.coupon_id
    from ${APP}.ods_order_detail_coupon_inc
    where (dt = '$do_date' or dt = date_add('$do_date',-1))
    and (type = 'insert' or type = 'bootstrap-insert')
) cou
on od.id = cou.order_detail_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='11'
) pay_dic
on pi.payment_type=pay_dic.dic_code
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='24'
)src_dic
on od.source_type=src_dic.dic_code;
"
dwd_trade_refund_pay_suc_inc="
insert overwrite table ${APP}.dwd_trade_refund_pay_suc_inc partition(dt='$do_date')
select
    rp.id,
    user_id,
    rp.order_id,
    rp.sku_id,
    province_id,
    payment_type,
    dic_name,
    date_format(callback_time,'yyyy-MM-dd') date_id,
    callback_time,
    refund_num,
    total_amount
from
(
    select
        data.id,
        data.order_id,
        data.sku_id,
        data.payment_type,
        data.callback_time,
        data.total_amount
    from ${APP}.ods_refund_payment_inc
    where dt='$do_date'
    and type = 'update'
    and array_contains(map_keys(old),'refund_status')
    and data.refund_status='1602'
)rp
left join
(
    select
        data.id,
        data.user_id,
        data.province_id
    from ${APP}.ods_order_info_inc
    where dt='$do_date'
    and type='update'
    and data.order_status='1006'
    and array_contains(map_keys(old),'order_status')
)oi
on rp.order_id=oi.id
left join
(
    select
        data.order_id,
        data.sku_id,
        data.refund_num
    from ${APP}.ods_order_refund_info_inc
    where dt='$do_date'
    and type='update'
    and data.refund_status='0705'
    and array_contains(map_keys(old),'refund_status')
)ri
on rp.order_id=ri.order_id
and rp.sku_id=ri.sku_id
left join
(
    select
        dic_code,
        dic_name
    from ${APP}.ods_base_dic_full
    where dt='$do_date'
    and parent_code='11'
)dic
on rp.payment_type=dic.dic_code;
"
dwd_traffic_action_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_action_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    action_id,
    action_item,
    action_item_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        action.action_id,
        action.item action_item,
        action.item_type action_item_type,
        action.ts
    from ${APP}.ods_log_inc lateral view explode(actions) tmp as action
    where dt='$do_date'
    and actions is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_display_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_display_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    during_time,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') display_time,
    display_type,
    display_item,
    display_item_type,
    display_order,
    display_pos_id
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        display.display_type,
        display.item display_item,
        display.item_type display_item_type,
        display.\`order\` display_order,
        display.pos_id display_pos_id,
        ts
    from ${APP}.ods_log_inc lateral view explode(displays) tmp as display
    where dt='$do_date'
    and displays is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_error_inc="
set hive.cbo.enable=false;
set hive.execution.engine=mr;
insert overwrite table ${APP}.dwd_traffic_error_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    entry,
    loading_time,
    open_ad_id,
    open_ad_ms,
    open_ad_skip_ms,
    actions,
    displays,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') error_time,
    error_code,
    error_msg
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        \`start\`.entry,
        \`start\`.loading_time,
        \`start\`.open_ad_id,
        \`start\`.open_ad_ms,
        \`start\`.open_ad_skip_ms,
        actions,
        displays,
        err.error_code,
        err.msg error_msg,
        ts
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and err is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
set hive.execution.engine=spark;
"
dwd_traffic_page_view_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_page_view_inc partition (dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    page_item,
    page_item_type,
    last_page_id,
    page_id,
    source_type,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') view_time,
    concat(mid_id,'-',last_value(session_start_point,true) over (partition by mid_id order by ts)) session_id,
    during_time
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        page.during_time,
        page.item page_item,
        page.item_type page_item_type,
        page.last_page_id,
        page.page_id,
        page.source_type,
        ts,
        if(page.last_page_id is null,ts,null) session_start_point
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and page is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_traffic_start_inc="
set hive.cbo.enable=false;
insert overwrite table ${APP}.dwd_traffic_start_inc partition(dt='$do_date')
select
    province_id,
    brand,
    channel,
    is_new,
    model,
    mid_id,
    operate_system,
    user_id,
    version_code,
    entry,
    open_ad_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') action_time,
    loading_time,
    open_ad_ms,
    open_ad_skip_ms
from
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.is_new,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code,
        \`start\`.entry,
        \`start\`.loading_time,
        \`start\`.open_ad_id,
        \`start\`.open_ad_ms,
        \`start\`.open_ad_skip_ms,
        ts
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and \`start\` is not null
)log
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
dwd_user_login_inc="
insert overwrite table ${APP}.dwd_user_login_inc partition(dt='$do_date')
select
    user_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd') date_id,
    date_format(from_utc_timestamp(ts,'GMT+8'),'yyyy-MM-dd HH:mm:ss') login_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system
from
(
    select
        user_id,
        channel,
        area_code,
        version_code,
        mid_id,
        brand,
        model,
        operate_system,
        ts
    from
    (
        select
            user_id,
            channel,
            area_code,
            version_code,
            mid_id,
            brand,
            model,
            operate_system,
            ts,
            row_number() over (partition by session_id order by ts) rn
        from
        (
            select
                user_id,
                channel,
                area_code,
                version_code,
                mid_id,
                brand,
                model,
                operate_system,
                ts,
                concat(mid_id,'-',last_value(session_start_point,true) over(partition by mid_id order by ts)) session_id
            from
            (
                select
                    common.uid user_id,
                    common.ch channel,
                    common.ar area_code,
                    common.vc version_code,
                    common.mid mid_id,
                    common.ba brand,
                    common.md model,
                    common.os operate_system,
                    ts,
                    if(page.last_page_id is null,ts,null) session_start_point
                from ${APP}.ods_log_inc
                where dt='$do_date'
                and page is not null
            )t1
        )t2
        where user_id is not null
    )t3
    where rn=1
)t4
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on t4.area_code=bp.area_code;
"
dwd_user_register_inc="
insert overwrite table ${APP}.dwd_user_register_inc partition(dt='$do_date')
select
    ui.user_id,
    date_format(create_time,'yyyy-MM-dd') date_id,
    create_time,
    channel,
    province_id,
    version_code,
    mid_id,
    brand,
    model,
    operate_system
from
(
    select
        data.id user_id,
        data.create_time
    from ${APP}.ods_user_info_inc
    where dt='$do_date'
    and type='insert'
)ui
left join
(
    select
        common.ar area_code,
        common.ba brand,
        common.ch channel,
        common.md model,
        common.mid mid_id,
        common.os operate_system,
        common.uid user_id,
        common.vc version_code
    from ${APP}.ods_log_inc
    where dt='$do_date'
    and page.page_id='register'
    and common.uid is not null
)log
on ui.user_id=log.user_id
left join
(
    select
        id province_id,
        area_code
    from ${APP}.ods_base_province_full
    where dt='$do_date'
)bp
on log.area_code=bp.area_code;
"
case $1 in
    "dwd_interaction_comment_inc" )
        hive -e "$dwd_interaction_comment_inc"
    ;;
    "dwd_interaction_favor_add_inc" )
        hive -e "$dwd_interaction_favor_add_inc"
    ;;
    "dwd_tool_coupon_get_inc" )
        hive -e "$dwd_tool_coupon_get_inc"
    ;;
    "dwd_tool_coupon_order_inc" )
        hive -e "$dwd_tool_coupon_order_inc"
    ;;
    "dwd_tool_coupon_pay_inc" )
        hive -e "$dwd_tool_coupon_pay_inc"
    ;;
    "dwd_trade_cancel_detail_inc" )
        hive -e "$dwd_trade_cancel_detail_inc"
    ;;
    "dwd_trade_cart_add_inc" )
        hive -e "$dwd_trade_cart_add_inc"
    ;;
    "dwd_trade_cart_full" )
        hive -e "$dwd_trade_cart_full"
    ;;
    "dwd_trade_order_detail_inc" )
        hive -e "$dwd_trade_order_detail_inc"
    ;;
    "dwd_trade_order_refund_inc" )
        hive -e "$dwd_trade_order_refund_inc"
    ;;
    "dwd_trade_pay_detail_suc_inc" )
        hive -e "$dwd_trade_pay_detail_suc_inc"
    ;;
    "dwd_trade_refund_pay_suc_inc" )
        hive -e "$dwd_trade_refund_pay_suc_inc"
    ;;
    "dwd_traffic_action_inc" )
        hive -e "$dwd_traffic_action_inc"
    ;;
    "dwd_traffic_display_inc" )
        hive -e "$dwd_traffic_display_inc"
    ;;
    "dwd_traffic_error_inc" )
        hive -e "$dwd_traffic_error_inc"
    ;;
    "dwd_traffic_page_view_inc" )
        hive -e "$dwd_traffic_page_view_inc"
    ;;
    "dwd_traffic_start_inc" )
        hive -e "$dwd_traffic_start_inc"
    ;;
    "dwd_user_login_inc" )
        hive -e "$dwd_user_login_inc"
    ;;
    "dwd_user_register_inc" )
        hive -e "$dwd_user_register_inc"
    ;;
    "all" )
        hive -e "$dwd_interaction_comment_inc$dwd_interaction_favor_add_inc$dwd_tool_coupon_get_inc$dwd_tool_coupon_order_inc$dwd_tool_coupon_pay_inc$dwd_trade_cancel_detail_inc$dwd_trade_cart_add_inc$dwd_trade_cart_full$dwd_trade_order_detail_inc$dwd_trade_order_refund_inc$dwd_trade_pay_detail_suc_inc$dwd_trade_refund_pay_suc_inc$dwd_traffic_action_inc$dwd_traffic_display_inc$dwd_traffic_error_inc$dwd_traffic_page_view_inc$dwd_traffic_start_inc$dwd_user_login_inc$dwd_user_register_inc"
esac

（3）增加脚本执行权限

[atguigu@hadoop102 bin]$ chmod +x ods_to_dwd.sh

（4）脚本用法

[atguigu@hadoop102 bin]$ ods_to_dwd.sh all 2020-06-14