354 lines
8.4 KiB
SQL
354 lines
8.4 KiB
SQL
-- Databricks notebook source
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-- CREATE OR REPLACE TABLE DM.DM_TF_EXT_THC_SALES (
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-- YYYYMM STRING,
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-- PACK_CODE STRING,
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-- CORP_CODE STRING,
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-- AUDIT_CODE STRING,
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-- PLATFORM_TYPE STRING,
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-- STORE_NAME STRING,
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-- STORE_TYPE STRING,
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-- REGION_TYPE STRING,
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-- PACK_FLAG INT,
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-- PROD_FLAG INT,
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-- DTP_FLAG INT,
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-- SALES_UNIT_CAL DECIMAL(38,10),
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-- SALES_UNIT_CAL_LY DECIMAL(38,10),
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-- SALES_VALUE_CAL DECIMAL(38,10),
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-- SALES_VALUE_CAL_LY DECIMAL(38,10),
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-- CONUTING_UNIT DECIMAL(38,10),
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-- CONUTING_UNIT_LY DECIMAL(38,10),
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-- DATA_SOURCE STRING,
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-- INST_CODE STRING COMMENT '内部机构编码',
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-- CMPS_FLAG STRING COMMENT '分子式标签',
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-- DEPT_NAME STRING COMMENT '科室名称',
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-- PRESCRIPTION DECIMAL(38,10) COMMENT '处方张数',
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-- PRESCRIPTION_LY DECIMAL(38,10) COMMENT '去年同期处方张数',
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-- NEW_CODE STRING COMMENT '主数据关联CODE',
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-- AREA STRING COMMENT '城市',
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-- H_LEVEL STRING COMMENT '医院类型',
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-- REIMBURSE STRING COMMENT '报销情况',
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-- REIMBURSE_TYPE STRING COMMENT '报销类型',
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-- PRESCRIPTION_SOURCE STRING COMMENT '处方来源',
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-- ETL_INSERT_DT TIMESTAMP,
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-- ETL_UPDATE_DT TIMESTAMP)
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-- USING delta
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-- -- LOCATION 'abfss://master@azcdatalakeprd.dfs.core.chinacloudapi.cn/DM/dm_tf_ext_thc_sales';
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-- -- 上面是生产环境location，下面是测试环境location
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-- LOCATION 'abfss://master@retaildlstoragetest.dfs.core.chinacloudapi.cn/DM/dm_tf_ext_thc_sales';
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-- COMMAND ----------
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--------------------------------------------------------------------------
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--修改时间：20241106
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--修改人：Fanxujia
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--修改内容：
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--THC原本只有全国数据，现在增加14个省份的数据。
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--但是全国数据是半年提供一次，省份数据一个季度提供一次
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--目前需求是将季度数据放入模型，而全国数据单独成一个事实表，供PBI单独展示
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--这里生成的事实表里全国和省份都包含了，在写入模型的时候用where条件筛选
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---------------------------------------------------------------------------
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-- COMMAND ----------
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--rawdata年月处理
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CREATE OR REPLACE TEMPORARY VIEW thc_rawdata1
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AS
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select case when right(yq,2) = 'Q1' then concat(left(yq,4),'03')
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when right(yq,2) = 'Q2' then concat(left(yq,4),'06')
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when right(yq,2) = 'Q3' then concat(left(yq,4),'09')
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when right(yq,2) = 'Q4' then concat(left(yq,4),'12')
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else yq
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end as yyyymm,
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city_c,
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pack_cod,
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prod_cod,
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value,
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totalunit,
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countingunit
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from dwd.dwd_gnd_ext_thc_rawdata
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-- COMMAND ----------
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--CHPA渠道对应的公司编码以及名称
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CREATE OR REPLACE TEMPORARY VIEW chpa_corp
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AS
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select distinct
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PACK_COD,
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CORP_COD,
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CORP_DES
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from dm.dm_ims_td_pack_property
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-- COMMAND ----------
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--从thc渠道的pack_property里取到对应的iqvia_pack_code、countingunit
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--然后corp_cod优先取CHPA渠道的
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CREATE OR REPLACE TEMPORARY VIEW thc_corp
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AS
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select t1.pack_cod,
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t1.iqvia_pack_code,
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t1.countingunit,
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coalesce(t2.CORP_COD, t1.CORP_COD) as CORP_COD ,
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coalesce(t2.CORP_DES,t1.CORP_DES ) as CORP_DES
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from dwd.dwd_gnd_dept_pack_property t1
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left join chpa_corp t2
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on t1.iqvia_pack_code = t2.PACK_COD
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-- COMMAND ----------
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--编辑thc渠道的audit_cod
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--全国数据设置成CHT
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--省份数据使用公共的地理维表里的省份编码作为audit_cod
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CREATE OR REPLACE TEMPORARY VIEW thc_geo
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AS
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select
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t1.city_c,
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t1.city_e,
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t1.province_c,
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t1.province_e,
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case when t1.province_c = '全国' then 'CHT'
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when t2.geo_key is null then t1.province_e
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else t2.geo_key
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end as AUDIT_COD
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from dwd.dwd_gnd_ext_thc_geo t1
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left join dm.dm_td_geography t2
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--THC最细到省，用省关联
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on t1.province_c = t2.province_name
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and t2.geo_key = t2.province_code
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-- COMMAND ----------
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--将上面的rawdata、corp、audit信息合到一起
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CREATE OR REPLACE TEMPORARY VIEW thc_rawdata2
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AS
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select t1.yyyymm,
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t1.city_c,
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t1.pack_cod as pack_cod_old,
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t2.iqvia_pack_code as pack_cod,
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t2.CORP_COD,
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t3.AUDIT_COD,
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t1.prod_cod,
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t1.value,
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t1.totalunit,
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t1.totalunit * t2.countingunit as countingunit
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from thc_rawdata1 t1
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left join thc_corp t2
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on t1.pack_cod = t2.pack_cod
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left join thc_geo t3
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on t1.city_c = t3.city_c
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-- COMMAND ----------
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--最大的月份，计算ly时会需要
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CREATE OR REPLACE TEMPORARY VIEW max_thc_rawdata
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AS
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select max(cast(yyyymm as int)) as max_ym
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from thc_rawdata2
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-- COMMAND ----------
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--计算ly
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CREATE OR REPLACE TEMPORARY VIEW thc_rawdata3
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AS
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select yyyymm,
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AUDIT_COD,
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pack_cod,
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CORP_COD,
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value,
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totalunit,
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countingunit,
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0 as value_ly,
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0 as totalunit_ly,
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0 as countingunit_ly
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from thc_rawdata2
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union all
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select cast(t1.yyyymm as int) + 100 as yyyymm,
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t1.AUDIT_COD,
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t1.pack_cod,
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t1.CORP_COD,
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0 as value,
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0 as totalunit,
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0 as countingunit,
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t1.value as value_ly,
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t1.totalunit as totalunit_ly,
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t1.countingunit as countingunit_ly
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from thc_rawdata2 t1
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cross join max_thc_rawdata t2
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where cast(t1.yyyymm as int) + 100 <= t2.max_ym
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-- COMMAND ----------
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--按年月、audit_cod、pack_cod、Corp_cod汇总
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CREATE OR REPLACE TEMPORARY VIEW thc_rawdata4
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AS
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select yyyymm,
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AUDIT_COD,
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pack_cod,
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CORP_COD,
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sum(value) as SALES_VALUE_CAL,
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sum(totalunit) as SALES_UNIT_CAL,
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sum(countingunit) as COUNTING_UNIT,
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sum(value_ly) as SALES_VALUE_CAL_LY,
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sum(totalunit_ly) as SALES_UNIT_CAL_LY,
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sum(countingunit_ly) as COUNTING_UNIT_LY
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from thc_rawdata3
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group by yyyymm,
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AUDIT_COD,
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pack_cod,
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CORP_COD
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-- COMMAND ----------
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CREATE OR REPLACE TEMPORARY VIEW THC_SALES
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AS
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SELECT
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A.YYYYMM,
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A.PACK_COD AS PACK_CODE,
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A.AUDIT_COD AS AUDIT_CODE,
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'THC(Quarterly)' DATA_SOURCE,
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-------------------------------------
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SALES_UNIT_CAL,
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SALES_UNIT_CAL_LY,
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SALES_VALUE_CAL,
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SALES_VALUE_CAL_LY,
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COUNTING_UNIT,
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COUNTING_UNIT_LY ,
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null as prescription,
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null as prescription_ly,
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-------------------------------------
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--Retail藏数逻辑标签------------------
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1 PACK_FLAG,
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1 PROD_FLAG,
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0 DTP_FLAG,
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null as cmps_flag,
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-------------------------------------
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--EC数据标签--------------------------
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'' PLATFORM_TYPE,
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'' STORE_NAME,
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'' STORE_TYPE,
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-------------------------------------
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--COUNTY数据标签----------------------
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'' REGION_TYPE,
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-------------------------------------
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--AIA数据标签-------------------------
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null inst_code, --可以移除，报告没有使用
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-------------------------------------
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--XIE HE 数据标签---------------------
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'' as dept_name,
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'' as new_code,
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'' as area,
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'' as h_level,
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'' as reimburse,
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'' as reimburse_type,
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'' as prescription_source,
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-------------------------------------
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'' as CORP_CODE --可以移除，报告没有使用
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-------------------------------------
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FROM
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thc_rawdata4 A
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-- 条件后移到 unionall_sales
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-- WHERE
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-- AUDIT_COD = 'CHT'
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-- COMMAND ----------
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INSERT OVERWRITE TABLE DM.DM_TF_EXT_THC_SALES
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(
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YYYYMM,
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PACK_CODE,
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AUDIT_CODE,
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DATA_SOURCE,
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SALES_UNIT_CAL,
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SALES_UNIT_CAL_LY,
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SALES_VALUE_CAL,
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SALES_VALUE_CAL_LY,
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CONUTING_UNIT,
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CONUTING_UNIT_LY,
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PRESCRIPTION,
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PRESCRIPTION_LY,
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PACK_FLAG,
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PROD_FLAG,
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DTP_FLAG,
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CMPS_FLAG,
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PLATFORM_TYPE,
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STORE_NAME,
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STORE_TYPE,
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REGION_TYPE,
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INST_CODE,
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DEPT_NAME,
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NEW_CODE,
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AREA,
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H_LEVEL,
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REIMBURSE,
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REIMBURSE_TYPE,
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PRESCRIPTION_SOURCE,
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CORP_CODE,
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ETL_INSERT_DT,
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ETL_UPDATE_DT
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)
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SELECT
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YYYYMM,
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NVL (
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NULLIF(PACK_CODE, ''),
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CONCAT ('PACK_CODE_', DATA_SOURCE)
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) AS PACK_CODE,
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NVL (NULLIF(AUDIT_CODE, ''), 'ROC') AS AUDIT_CODE,
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DATA_SOURCE,
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SALES_UNIT_CAL,
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SALES_UNIT_CAL_LY,
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SALES_VALUE_CAL,
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SALES_VALUE_CAL_LY,
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COUNTING_UNIT,
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COUNTING_UNIT_LY,
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PRESCRIPTION,
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PRESCRIPTION_LY,
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PACK_FLAG,
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PROD_FLAG,
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DTP_FLAG,
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CMPS_FLAG,
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PLATFORM_TYPE,
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STORE_NAME,
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STORE_TYPE,
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REGION_TYPE,
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INST_CODE,
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DEPT_NAME,
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NEW_CODE,
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AREA,
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H_LEVEL,
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REIMBURSE,
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REIMBURSE_TYPE,
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PRESCRIPTION_SOURCE,
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CORP_CODE,
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FROM_UTC_TIMESTAMP (CURRENT_TIMESTAMP(), 'UTC+8') AS ETL_INSERT_DT,
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FROM_UTC_TIMESTAMP (CURRENT_TIMESTAMP(), 'UTC+8') AS ETL_UPDATE_DT
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FROM
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THC_SALES
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;
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-- COMMAND ----------
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insert overwrite table dm.dm_ext_thc_sales
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(
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yyyymm,
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AUDIT_COD,
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pack_cod,
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CORP_COD,
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SALES_VALUE_CAL,
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SALES_UNIT_CAL,
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COUNTING_UNIT,
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SALES_VALUE_CAL_LY,
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SALES_UNIT_CAL_LY,
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COUNTING_UNIT_LY
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)
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select yyyymm,
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AUDIT_COD,
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pack_cod,
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CORP_COD,
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SALES_VALUE_CAL,
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SALES_UNIT_CAL,
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COUNTING_UNIT,
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SALES_VALUE_CAL_LY,
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SALES_UNIT_CAL_LY,
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COUNTING_UNIT_LY
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from thc_rawdata4
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--取2018年之后的数
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where yyyymm >= '201801' |