644 lines
18 KiB
SQL
644 lines
18 KiB
SQL
-- Databricks notebook source
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-- MAGIC %run ../../../Common/config
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-- COMMAND ----------
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-- MAGIC %python
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-- MAGIC spark.read.table(f'`{CDW_CATALOG}`.`dwd`.`dim_product_wide`').createOrReplaceTempView('cdw_dwd_dim_product_wide')
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-- MAGIC spark.read.table(f'`{CDW_CATALOG}`.`dwd`.`dwd_hospital_classification`').createOrReplaceTempView('cdw_dwd_dwd_hospital_classification')
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-- COMMAND ----------
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-----------------------------------------------------------------------------------
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--修改时间：20241021
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--修改人：FanXujia
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--修改内容：
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--只取最新年-1 ~ 最新年范围内的，称为“2年共有”。增加
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-----------------------------------------------------------------------------------
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--共有机构
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insert overwrite table dm.dm_aia_hp_flag
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with max_year as (
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select
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max(cast(year as int)) as max_year,
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max(cast(year as int) - 1) as max_year_ly
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from dwd.dwd_gnd_hospital_not_provided
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)
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,hp_flag as (
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select
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distinct concat(t1.year, '-Y') as hp_his_flag,
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case when length(t1.cpa_hospital_code) < 7 then right(concat('0000000',t1.cpa_hospital_code),7) else t1.cpa_hospital_code end as cpa_hospital_code
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from
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dwd.dwd_gnd_hospital_not_provided t1
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cross join max_year t2
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where cast(t1.year as int) >= t2.max_year_ly
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)
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,hp_flag2 as (
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SELECT
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cpa_hospital_code,
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CONCAT_WS(' ∩ ', SORT_ARRAY(COLLECT_LIST(hp_his_flag))) AS FLAG
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FROM
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hp_flag
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GROUP BY
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cpa_hospital_code
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)
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,inst_mapping as (
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-- select
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-- distinct right(concat('0000000', org_cd), 7) org_cd,
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-- ins_cd
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-- from
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-- dwd.dwd_gnd_hospitalmapping
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select distinct
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case when length(cpa_hospital_code) < 7 then right(concat('0000000',cpa_hospital_code),7) else cpa_hospital_code end as cpa_hospital_code,
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ins_cd_nl as inst_code
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from dwd.dwd_gnd_hospital_not_provided
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)
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,ALL_INS as (
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select distinct inst_code
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from dm.dm_ext_aia_sales
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)
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,flag as (
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select distinct
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coalesce(t2.inst_code,t1.cpa_hospital_code) as inst_code,
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t1.flag as aia_hp_flag,
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'Y' as FLAG,
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'AIA(Monthly)' as DATA_SOURCE
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from hp_flag2 t1
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left join inst_mapping t2 on t1.cpa_hospital_code = t2.cpa_hospital_code
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where
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length(t1.flag) > 6
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'IQVIA-CHPA(Monthly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'XH Data(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'EC(Monthly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'Retail(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'CHC(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'THC(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'IQVIA-COUNTY(Quarterly)' as DATA_SOURCE
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)
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select t1.inst_code,
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NVL(t2.aia_hp_flag,'') as aia_hp_flag,
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NVL(t2.FLAG,'N') as FLAG,
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'AIA(Monthly)' as DATA_SOURCE
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from ALL_INS t1
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left join flag t2
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on t1.inst_code = t2.inst_code
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-- COMMAND ----------
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-----------------------------------------------------------------------------------
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--修改时间：20241021
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--修改人：FanXujia
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--修改内容：
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--只取最新年-1 ~ 最新年范围内的，称为“2年共有”。增加
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-----------------------------------------------------------------------------------
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--共有机构
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insert overwrite table dm.dm_aia_hp_flag
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with max_year as (
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select
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max(cast(year as int)) as max_year,
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max(cast(year as int) - 1) as max_year_ly
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from dwd.dwd_gnd_hospital_not_provided
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)
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,hp_flag as (
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select
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distinct concat(t1.year, '-Y') as hp_his_flag,
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case when length(t1.cpa_hospital_code) < 7 then right(concat('0000000',t1.cpa_hospital_code),7) else t1.cpa_hospital_code end as cpa_hospital_code
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from
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dwd.dwd_gnd_hospital_not_provided t1
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cross join max_year t2
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where cast(t1.year as int) >= t2.max_year_ly
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)
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,hp_flag2 as (
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SELECT
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cpa_hospital_code,
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CONCAT_WS(' ∩ ', SORT_ARRAY(COLLECT_LIST(hp_his_flag))) AS FLAG
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FROM
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hp_flag
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GROUP BY
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cpa_hospital_code
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)
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,inst_mapping as (
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-- select
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-- distinct right(concat('0000000', org_cd), 7) org_cd,
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-- ins_cd
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-- from
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-- dwd.dwd_gnd_hospitalmapping
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select distinct
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case when length(cpa_hospital_code) < 7 then right(concat('0000000',cpa_hospital_code),7) else cpa_hospital_code end as cpa_hospital_code,
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ins_cd_nl as inst_code
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from dwd.dwd_gnd_hospital_not_provided
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)
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,ALL_INS as (
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select distinct inst_code
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from dm.dm_ext_aia_sales
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)
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,flag as (
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select distinct
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coalesce(t2.inst_code,t1.cpa_hospital_code) as inst_code,
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t1.flag as aia_hp_flag,
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'Y' as FLAG,
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'AIA(Monthly)' as DATA_SOURCE
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from hp_flag2 t1
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left join inst_mapping t2 on t1.cpa_hospital_code = t2.cpa_hospital_code
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where
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length(t1.flag) > 6
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'IQVIA-CHPA(Monthly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'XH Data(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'EC(Monthly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'Retail(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'CHC(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'THC(Quarterly)' as DATA_SOURCE
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union all
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select '' as inst_code,'' as aia_hp_flag,'' as FLAG,'IQVIA-COUNTY(Quarterly)' as DATA_SOURCE
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)
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select t1.inst_code,
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NVL(t2.aia_hp_flag,'') as aia_hp_flag,
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NVL(t2.FLAG,'N') as FLAG,
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'AIA(Monthly)' as DATA_SOURCE
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from ALL_INS t1
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left join flag t2
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on t1.inst_code = t2.inst_code
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-- COMMAND ----------
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--连续取数机构
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----------------------------------------------------------------------------------------------------------------------
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--修改时间：20241029
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--修改人：FanXujia
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--修改内容：
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--根据事实表最新月，往前推12个月（含最新月），按机构 + 年月粒度汇总，如果每个月销量都不等于0，这家机构称为：滚动一年有数
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--根据事实表最新月，往前推24个月（含最新月），按机构 + 年月粒度汇总，如果每个月销量都不等于0，这家机构称为：滚动两年有数
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--2022年没有销量为正常情况，判断时仅考虑2023年01月起销量是否等于0
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----------------------------------------------------------------------------------------------------------------------
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insert overwrite table dm.dm_aia_provided_flag
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with max_ym as (
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select max(ym) as max_ym
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from dm.dm_ext_aia_sales
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)
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,ym_range as (
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select max_ym,
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case when max_ym <= '202412' then cast(right(max_ym,2) as int)
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else cast(12 as int)
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end ym_12m,
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case when max_ym <= '202312' then '202401'
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when right(max_ym,2) = '12' then concat(left(max_ym,4),'01')
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else concat(cast(left(max_ym, 4) - 1 as int),right(concat('0', cast(right(max_ym, 2) + 1 as int)), 2))
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end as ym_12m_before,
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case when max_ym <= '202312' then cast(right(max_ym,2) as int)
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when max_ym <= '202512' then cast(right(max_ym,2) as int) + 12
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else cast(24 as int)
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end as ym_24m,
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case when max_ym <= '202512' then '202401'
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when right(max_ym,2) = '12' then concat(cast(left(max_ym,4) - 1 as int),'01')
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else concat(cast(left(max_ym, 4) -2 as int),right(concat('0', cast(right(max_ym, 2) + 1 as int)), 2))
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end as ym_24m_before
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from max_ym
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)
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,sales_1 as (
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select
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inst_code,
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ym
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from
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dm.dm_ext_aia_sales
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group by
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ym,
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inst_code
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having
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sum(value) <> 0
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)
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,sales_2 as (
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select
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t1.inst_code,
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t1.ym,
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t2.max_ym,
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t2.ym_12m,
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t2.ym_12m_before,
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t2.ym_24m,
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t2.ym_24m_before
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from sales_1 t1
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cross join ym_range t2
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)
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,flag_12m as (
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select inst_code,
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'滚动一年有数' as aia_provided_flag,
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'AIA(Monthly)' as DATA_SOURCE
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from sales_2
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where ym <= max_ym
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and ym >= ym_12m_before
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group by inst_code
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having count(1) = (select ym_12m from ym_range)
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)
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,flag_24m as (
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select inst_code,
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'滚动两年有数' as aia_provided_flag,
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'AIA(Monthly)' as DATA_SOURCE
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from sales_2
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where ym <= max_ym
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and ym >= ym_24m_before
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group by inst_code
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having count(1) = (select ym_24m from ym_range)
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)
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select inst_code,
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aia_provided_flag,
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DATA_SOURCE
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from flag_12m
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union all
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select inst_code,
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aia_provided_flag,
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DATA_SOURCE
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from flag_24m
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union all
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select '' as inst_code,'' as aia_provided_flag,'IQVIA-CHPA(Monthly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'XH Data(Quarterly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'EC(Monthly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'Retail(Quarterly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'CHC(Quarterly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'THC(Quarterly)' as data_source
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union all
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select '' as inst_code,'' as aia_provided_flag,'IQVIA-COUNTY(Quarterly)' as data_source
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-- COMMAND ----------
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---------------------------------------------------------------------------
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--修改时间：20241108
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--修改人：Fanxujia
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--修改内容：
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--for AIA Dashboard
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--增加sub_channel,dragon_flag,ka_flag,target_ins_level字段
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---------------------------------------------------------------------------
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---------------------------------------------------------------------------
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--修改时间：20241209
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--修改人：Fanxujia
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--修改内容：
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--增加sub channel的排序
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---------------------------------------------------------------------------
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--目标医院
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insert overwrite table dm.dm_aia_targethp_flag --获取全部的机构 + 市场
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with sales as (
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select distinct t1.inst_code,t2.MARKET
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from dm.dm_ext_aia_sales t1
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left join dm.dm_aia_pack_property t2
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on t1.pack_cod = t2.PACK_COD
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)
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--获取产品与市场的映射关系
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,pack_market as (
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select distinct
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PACK_COD,
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MARKET
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from dm.dm_aia_pack_property
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)
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--辖区表，获取到KA_Flag、target_ins_level以及目标机构Flag(在辖区表里存在的就是目标机构)
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,td_territory_inst as (
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select distinct
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inst_code,
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trty_code,
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family_code,
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ka_flag,
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TARGET_LEVEL as target_ins_level
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from dm.dm_td_sd_territory_indication --eagle的非重点医院同样加为目标机构
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where yyyymm in (
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select
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key_value
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from
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dm.dm_td_date_config
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where
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key_code = 'pfmc_cvh'
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)
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and bu not in ('CUBE','KA')
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and key_hp<>3 --chenwu 20250904 排除双考影响
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)
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--汇报线表，获取到Channel，后续用于判断出sub_channel
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,td_org as (
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select distinct
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t1.mr_trty_code,
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case when t1.bu_code in ('PC14','PC16','PC18','PC19') then 'BU'
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when t1.bu_code = 'SC01' and t1.sub_bu_code = 'NA29' then sub_bu_name
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when t1.bu_code = 'SC01' then 'BU'
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when t1.bu_code <> 'SC01' and t2.bm_name = 'BCBH' then 'BU'
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when t1.bu_code <> 'SC01' then t1.bu_name
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end as channel
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from dm.dm_td_org t1
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left join dws.dws_td_bu_active t2
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on t1.bu_name = t2.bu_name
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where t1.yyyymm in (
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select
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key_value
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from
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dm.dm_td_date_config
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where
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key_code = 'pfmc_cvh'
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)
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)
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--Family粒度和Brand粒度的映射表
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,product_wide as (
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select distinct
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prd_family_cd,
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prd_brand_cd
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from cdw_dwd_dim_product_wide
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)
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--内部Brand粒度与外部pack_cod的映射表
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,imscode_azcode as (
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select distinct
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brandcode,
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case when length(ims_pack_cod) < 12 and ims_pack_cod REGEXP '^[0-9]' then right(concat('00000000000',ims_pack_cod),12) else ims_pack_cod end as ims_pack_cod
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from dwd.dwd_td_imscode_azcode
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)
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--综合上面的几个表，得到KA_flag、target_ins_level、channel、目标机构Flag
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,target_hp_all as (
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select
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distinct
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t1.inst_code,
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t1.ka_flag,
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t1.target_ins_level,
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t2.channel,
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t5.MARKET
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from
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td_territory_inst t1
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inner join td_org t2 on t1.trty_code = t2.mr_trty_code
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left join product_wide t3 on t3.prd_family_cd = t1.family_code
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left join imscode_azcode t4 on t3.prd_brand_cd = t4.brandcode
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left join pack_market t5 on t4.ims_pack_cod = t5.pack_cod
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where t5.MARKET is not null
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)
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--target_hp_all里一个机构一个市场对应了多个属性，这里按优先级依次取唯一值
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--ka_flag
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,ka_flag1 as (
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select distinct
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inst_code,
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MARKET,
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ka_flag
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from target_hp_all
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)
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,ka_flag2 as (
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select
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inst_code,
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MARKET,
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ka_flag,
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row_number() over(partition by inst_code,market
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order by case when ka_flag = 'KA' then 1
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ELSE 2 end asc) as RN
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from ka_flag1
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)
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,ka_flag_final as (
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select
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inst_code,
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MARKET,
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ka_flag
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from ka_flag2
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where RN = 1
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)
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--target_ins_level不取唯一值
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--加个hardcoding，ONC Market和ALL Market设置成NA
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,target_ins_level1 as (
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select distinct
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inst_code,
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MARKET,
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case when MARKET in ('AIA ALL Market','ONC Market') then 'NA'
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else target_ins_level
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end as target_ins_level
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from target_hp_all
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)
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,target_ins_level_final as (
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select distinct
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inst_code,
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MARKET,
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target_ins_level
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from target_ins_level1
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)
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--target_hp_all里一个机构一个市场对应了多个属性，这里按优先级依次取唯一值
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--Channel
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,Channel1 as (
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select distinct
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inst_code,
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MARKET,
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channel
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from target_hp_all
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)
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,channel2 as (
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select
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inst_code,
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MARKET,
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channel,
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row_number() over(partition by inst_code,market
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order by case when channel = 'BU' then 1
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when channel = 'BBU_County' then 2
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when channel = 'CHC' then 3
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when channel = 'Eagle' then 4
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ELSE 5 end asc) as RN
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from channel1
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)
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,channel_final as (
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select
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inst_code,
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MARKET,
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channel
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from channel2
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where RN = 1
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)
|
||
--确定唯一值后重新放一起
|
||
,target_hp1 as (
|
||
select distinct
|
||
inst_code,
|
||
MARKET
|
||
from target_hp_all
|
||
)
|
||
,target_hp as (
|
||
select t1.inst_code,
|
||
t1.market,
|
||
t2.ka_flag,
|
||
t3.target_ins_level,
|
||
t4.channel
|
||
from target_hp1 t1
|
||
left join ka_flag_final t2
|
||
on t1.inst_code = t2.inst_code
|
||
and t1.market = t2.market
|
||
left join target_ins_level_final t3
|
||
on t1.inst_code = t3.inst_code
|
||
and t1.market = t3.market
|
||
left join channel_final t4
|
||
on t1.inst_code = t4.inst_code
|
||
and t1.market = t4.market
|
||
)
|
||
|
||
--获取Dragon_type
|
||
--判断Dragon_type是否为County
|
||
,county as (
|
||
select distinct inst_code,county_tier_desc
|
||
from dm.dm_td_institution
|
||
)
|
||
--判断另外2种
|
||
-- 20250825修改
|
||
,dragon_type as (
|
||
select src_hcc_code as inst_code,
|
||
src_prod_code as family_code,
|
||
max(is_core) is_core
|
||
from cdw_dwd_dwd_hospital_classification
|
||
where active_status = 1
|
||
and src_sales_cycle = (select key_value from dm.dm_td_date_config where key_code = 'pfmc_cvh')
|
||
group by src_hcc_code,
|
||
src_prod_code
|
||
)
|
||
--将Family_code转为pack_cod
|
||
,dragon_type_market1 as (
|
||
select distinct
|
||
t1.inst_code,
|
||
t1.is_core,
|
||
t4.market
|
||
from dragon_type t1
|
||
left join cdw_dwd_dim_product_wide t2
|
||
on t1.family_code = t2.prd_family_cd
|
||
left join dwd.dwd_td_imscode_azcode t3
|
||
on t2.prd_brand_cd = t3.brandcode
|
||
left join pack_market t4
|
||
on t3.ims_pack_cod = t4.pack_cod
|
||
where t4.market is not null
|
||
)
|
||
--按优先级取唯一值
|
||
,dragon_type_market2 as (
|
||
select distinct
|
||
inst_code,
|
||
is_core,
|
||
market,
|
||
row_number() over(partition by inst_code,market
|
||
order by case when is_core = 'CORE' then 1
|
||
when is_core = 'EMERGING' then 2
|
||
else 3 end asc) as RN
|
||
from dragon_type_market1
|
||
)
|
||
,dragon_type_market as (
|
||
select distinct
|
||
inst_code,
|
||
is_core,
|
||
market
|
||
from dragon_type_market2
|
||
where RN = 1
|
||
)
|
||
--综合前面几个表，得出dragon_flag
|
||
,dragon_flag1 as (
|
||
select distinct
|
||
t0.inst_code,
|
||
t0.market,
|
||
case when t1.county_tier_desc in ('County','County level city') then 'County'
|
||
when t2.is_core is null or length(t2.is_core) = 0 then 'Others'
|
||
else t2.is_core
|
||
end as dragon_flag
|
||
from target_hp t0
|
||
left join county t1
|
||
on t0.inst_code = t1.inst_code
|
||
left join dragon_type_market t2
|
||
on t0.inst_code = t2.inst_code
|
||
and t0.MARKET = t2.MARKET
|
||
)
|
||
--按优先级取唯一值
|
||
,dragon_flag2 as (
|
||
select inst_code,
|
||
market,
|
||
dragon_flag,
|
||
row_number() over(partition by inst_code,market
|
||
order by case when dragon_flag = 'CORE' then 1
|
||
when dragon_flag = 'EMERGING' then 2
|
||
when dragon_flag = 'County' then 3
|
||
else 4 end asc) as RN
|
||
from dragon_flag1
|
||
)
|
||
,dragon_flag as (
|
||
select inst_code,
|
||
market,
|
||
dragon_flag
|
||
from dragon_flag2
|
||
where RN = 1
|
||
)
|
||
|
||
--下面是为了把其他渠道并进来
|
||
,other_data_source as (
|
||
select explode(array('IQVIA-CHPA(Monthly)','XH Data(Quarterly)','EC(Monthly)','Retail(Quarterly)','CHC(Quarterly)','THC(Quarterly)','IQVIA-COUNTY(Quarterly)'))
|
||
)
|
||
,col as (
|
||
select '' as inst_code,
|
||
'' as MARKET,
|
||
'' as is_target_hp,
|
||
'' as sub_channel,
|
||
'' as dragon_flag,
|
||
'' as ka_flag,
|
||
'' as target_ins_level
|
||
)
|
||
|
||
,temp_1 as (
|
||
select distinct
|
||
case when t1.inst_code is null or t1.inst_code = '' then 'ROC'
|
||
else t1.inst_code
|
||
end as inst_code,
|
||
t1.MARKET,
|
||
case when t2.inst_code is null then 'N' else 'Y' end as is_target_hp,
|
||
case when t2.channel = 'BU' and geo.county_tier_desc in ('County','County level city') then 'BU_County'
|
||
when t2.channel = 'BU' and geo.county_tier_desc in ('City-3b','City-4a','City-4b') then 'BU_Emerging'
|
||
when t2.channel = 'BU' and t3.dragon_flag = 'CORE' then 'BU_Core'
|
||
when t2.channel = 'BU' then 'BU_Emerging'
|
||
when t2.channel in ('Eagle','CHC','BBU_County') then t2.channel
|
||
when t2.inst_code is null then 'NON_TARGET'
|
||
else 'NA'
|
||
end as sub_channel,
|
||
case when t3.dragon_flag is null then 'NON_TARGET'
|
||
else t3.dragon_flag
|
||
end as dragon_flag,
|
||
case when t2.ka_flag is null then 'NON_TARGET'
|
||
else t2.ka_flag
|
||
end as ka_flag,
|
||
case when t2.target_ins_level is null then 'NON_TARGET'
|
||
else t2.target_ins_level
|
||
end as target_ins_level,
|
||
'AIA(Monthly)' as DATA_SOURCE
|
||
from sales t1
|
||
left join target_hp t2
|
||
on t1.inst_code = t2.inst_code
|
||
and t1.MARKET = t2.MARKET
|
||
left join dragon_flag t3
|
||
on t1.inst_code = t3.inst_code
|
||
and t1.MARKET = t3.MARKET
|
||
left join dm.dm_td_institution inst
|
||
on t1.inst_code =inst.inst_code
|
||
left join dm.dm_td_geography geo
|
||
on inst.county_code = geo.geo_key
|
||
union all
|
||
select *
|
||
from col
|
||
cross join other_data_source
|
||
)
|
||
,sub_channel_rank as (
|
||
select distinct SUB_CHANNELSTD,SUB_CHANNEL_ORDER
|
||
from dm.dm_td_sd_channel
|
||
)
|
||
|
||
|
||
select t1.*,NVL(t2.SUB_CHANNEL_ORDER,100) as SUB_CHANNEL_ORDER
|
||
from temp_1 t1
|
||
left join sub_channel_rank t2
|
||
on t1.sub_channel = t2.SUB_CHANNELSTD
|