20260501
DBR更新,包含haoyi的调整
This commit is contained in:
@@ -521,4 +521,147 @@ SELECT
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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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joined;
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joined;
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-- COMMAND ----------
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INSERT into TABLE
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DM.DM_TF_EXT_UNIONALL_MARKET_SALES
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WITH
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t1_filtered AS (
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SELECT
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*
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FROM
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DM.DM_TF_EXT_RETAIL_NIAD_SALES
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),
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mapping_cleaned AS (
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SELECT
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*
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FROM
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(
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SELECT
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PACK_CODE,
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DATASOURCE,
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MARKET,
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KEY_COMPETITOR,
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CLASS,
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MARKET_RATIO,
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Value_brand_Ratio,
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Unit_brand_Ratio,
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CountingUnit_brand_Ratio,
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PDOT_brand_Ratio,
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GREATEST (
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starttime,
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Value_brand_Ratio_start,
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Unit_brand_start,
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CountingUnit_brand_start,
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PDOT_brand_start
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) AS eff_start,
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LEAST (
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endtime,
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Value_brand_Ratio_end,
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Unit_brand_end,
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CountingUnit_brand_end,
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PDOT_brand_end
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) AS eff_end
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FROM
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DM.dm_td_ext_unionall_market_pack_mapping
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) tmp
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WHERE
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eff_start <= eff_end -- 在外层子查询中过滤
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) ,
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joined AS (
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SELECT
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/*+ BROADCAST(t2, t3) */
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t1.*,
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-- 当年 ratio
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t2.MARKET,
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t2.KEY_COMPETITOR,
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t2.CLASS,
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t2.MARKET_RATIO AS cy_market_ratio,
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t2.Value_brand_Ratio AS cy_value_ratio,
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t2.Unit_brand_Ratio AS cy_unit_ratio,
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t2.CountingUnit_brand_Ratio AS cy_cu_ratio,
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t2.PDOT_brand_Ratio AS cy_pdot_ratio,
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-- 去年 ratio
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t3.MARKET_RATIO AS ly_market_ratio,
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t3.Value_brand_Ratio AS ly_value_ratio,
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t3.Unit_brand_Ratio AS ly_unit_ratio,
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t3.CountingUnit_brand_Ratio AS ly_cu_ratio,
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t3.PDOT_brand_Ratio AS ly_pdot_ratio
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FROM
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t1_filtered t1
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LEFT JOIN mapping_cleaned t2 ON t1.PACK_CODE = t2.PACK_CODE
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AND t1.DATA_SOURCE = t2.DATASOURCE
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AND t1.YYYYMM >= t2.eff_start
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AND t1.YYYYMM <= t2.eff_end
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LEFT JOIN mapping_cleaned t3 ON t1.PACK_CODE = t3.PACK_CODE
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AND t1.DATA_SOURCE = t3.DATASOURCE
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AND (t1.YYYYMM - 100) >= t3.eff_start
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AND (t1.YYYYMM - 100) <= t3.eff_end
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AND t2.MARKET = t3.MARKET -- 保持原逻辑
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)
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SELECT
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NVL(MARKET, 'ALL Market') AS MARKET,
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NVL(KEY_COMPETITOR, 'OTHERS') AS KEY_COMPETITOR,
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CASE
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WHEN trim(lower(CLASS)) = 'others' THEN 'OTHERS'
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WHEN CLASS IS NULL THEN 'OTHERS'
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ELSE CLASS
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END AS CLASS,
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YYYYMM,
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PACK_CODE,
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CORP_CODE,
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AUDIT_CODE,
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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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DATA_SOURCE,
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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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NEW_CODE,
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INST_CODE,
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NULL AS AIA_HP_FLAG,
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DEPT_NAME,
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H_LEVEL,
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REIMBURSE,
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REIMBURSE_TYPE,
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PRESCRIPTION_SOURCE AS PRESCRIPTION_TYPE,
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PRESCRIPTION,
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PRESCRIPTION_LY,
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-- 预计算公用因子,避免重复计算
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NVL(NVL(cy_market_ratio, 1) * cy_value_ratio, 1) AS VA,
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NVL(NVL(cy_market_ratio, 1) * cy_unit_ratio, 1) AS UT,
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NVL(NVL(cy_market_ratio, 1) * cy_cu_ratio, 1) AS CU,
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NVL(NVL(cy_market_ratio, 1) * cy_pdot_ratio, 1) AS PT,
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CAST(
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SALES_UNIT_CAL * NVL(cy_unit_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
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) AS SALES_UNIT_CAL,
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CAST(
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SALES_UNIT_CAL_LY * NVL(ly_unit_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
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) AS SALES_UNIT_CAL_LY,
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CAST(
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SALES_VALUE_CAL * NVL(cy_value_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
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) AS SALES_VALUE_CAL,
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CAST(
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SALES_VALUE_CAL_LY * NVL(ly_value_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
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) AS SALES_VALUE_CAL_LY,
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CAST(
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CONUTING_UNIT * NVL(cy_cu_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
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) AS CONUTING_UNIT,
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CAST(
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CONUTING_UNIT_LY * NVL(ly_cu_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
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) AS CONUTING_UNIT_LY,
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CAST(
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CONUTING_UNIT * NVL(cy_pdot_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
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) AS PDOT,
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CAST(
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CONUTING_UNIT_LY * NVL(ly_pdot_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
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) AS PDOT_LY,
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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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joined;
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@@ -346,4 +346,4 @@ SELECT
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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 DM.DM_TF_EXT_XIEHE_SALES
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;
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;
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@@ -473,7 +473,7 @@ SELECT
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END AS CONUTING_UNIT,
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CASE
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WHEN A.CONUTING_UNIT_LY = 0 THEN NULL
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https://adb-1064580724995799.3.databricks.azure.cn/editor/notebooks/3456519074298505?o=1064580724995799$0ELSE CAST(A.CONUTING_UNIT_LY AS DECIMAL(35, 10))
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ELSE CAST(A.CONUTING_UNIT_LY AS DECIMAL(35, 10))
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END AS CONUTING_UNIT_LY,
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CASE
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WHEN A.PDOT = 0 THEN NULL
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@@ -41,7 +41,7 @@
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-- DBTITLE 1,NIAD单独页面
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-- ****************************************************
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-- 功能说明:提取NIAD(非胰岛素类抗糖尿病药物)市场的销售数据并创建映射表
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-- 数据源:EC(Monthly)月度电商数据 + Retail(Quarterly)季度零售数据
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-- 数据源:EC(Monthly)月度电商数据
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-- 创建日期:2026-04-02
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-- 修改日期:2026-04-02
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-- ****************************************************
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@@ -51,11 +51,91 @@ WITH
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-- CTE 1:获取NIAD市场的产品编码集合
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-- 注:直接下推双重过滤条件,减少扫描数据量
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-- 20260430拆分
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niad_pack_cods AS (
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SELECT DISTINCT PACK_COD
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FROM DM.DM_TF_EXT_UNIONALL_MARKET_SALES
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WHERE MARKET = 'NIAD (Non-Insulin Anti-Diabetic) Market'
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AND DATA_SOURCE IN ('EC(Monthly)', 'Retail(Quarterly)')
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AND DATA_SOURCE ='EC(Monthly)'
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)
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-- 主查询:提取所有关联市场的完整销售数据
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-- BROADCAST 小表 niad_markets,避免大表 shuffle
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SELECT
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-- 业务维度
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t.MARKET,
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t.KEY_COMPETITOR,
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t.CLASS,
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t.YYYYMM,
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-- 产品标识
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t.PACK_COD,
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t.AUDIT_COD,
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-- 数据来源
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t.DATA_SOURCE,
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-- 调整系数
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t.VA, -- Value Adjustment
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t.UT, -- Unit Adjustment
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t.CU, -- Counting Unit Adjustment
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t.PT, -- PDOT Adjustment
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-- 当期销售指标
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t.SALES_UNIT_CAL,
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t.SALES_VALUE_CAL,
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t.CONUTING_UNIT, -- 注:字段名原始拼写保持不变
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t.PDOT,
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-- 去年同期指标
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t.SALES_UNIT_CAL_LY,
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t.SALES_VALUE_CAL_LY,
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t.CONUTING_UNIT_LY,
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t.PDOT_LY,
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-- 处方指标
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t.PRESCRIPTION,
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t.PRESCRIPTION_LY,
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-- 衍生组合键
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CONCAT(t.PACK_COD, t.DATA_SOURCE) AS PACK_SOURCE,
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CONCAT(t.AUDIT_COD, t.DATA_SOURCE) AS AUDIT_SOURCE,
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CONCAT(t.MARKET, t.DATA_SOURCE) AS MARKET_SOURCE,
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CONCAT(t.MARKET,t.CLASS, t.DATA_SOURCE) AS CLASS_SOURCE,
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-- 时间维度:优化为 TO_DATE 直接解析 yyyyMM 格式,避免字符串拼接
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TO_DATE(t.YYYYMM, 'yyyyMM') AS DATE_KEY,
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PLATFORM_TYPE,
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STORE_NAME,
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STORE_TYPE,
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-- 零售铺货率(仅 Retail 行有值,EC 行为 NULL)
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NULL AS DIGITAL_SPREAD_RATE,
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NULL AS WEIGHTED_SPREAD_RATE
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FROM DM.DM_TF_EXT_UNIONALL_MARKET_SALES t
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LEFT SEMI JOIN niad_pack_cods m ON t.PACK_COD = m.PACK_COD
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WHERE t.DATA_SOURCE IN ('EC(Monthly)')
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-- COMMAND ----------
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-- ****************************************************
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-- 功能说明:提取NIAD(非胰岛素类抗糖尿病药物)市场的销售数据并创建映射表
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-- 数据源:Retail(Quarterly)季度零售数据
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-- 创建日期:2026-04-02
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-- 修改日期:2026-04-02
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-- ****************************************************
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INSERT into DM.DM_TF_EXT_UNIONALL_SALES_MAPPING_NIAD
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WITH
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-- CTE 1:获取NIAD市场的产品编码集合
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-- 注:直接下推双重过滤条件,减少扫描数据量
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niad_pack_cods AS (
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SELECT DISTINCT PACK_COD
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FROM DM.DM_TF_EXT_UNIONALL_MARKET_SALES
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WHERE MARKET = 'NIAD (Non-Insulin Anti-Diabetic) Market'
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AND DATA_SOURCE IN ('Retail(Quarterly)')
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),
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-- CTE 2:从KPI宽转长表中横向取出三个零售铺货率/价格指标
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@@ -66,11 +146,10 @@ kpi_pivot AS (
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pack_code,
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YYYYMM,
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geo_key,
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MAX(CASE WHEN KPI_name = 'pack_price' THEN kpi_val END) AS PRICE,
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MAX(CASE WHEN KPI_name = 'digital_spread_rate' THEN kpi_val END) AS DIGITAL_SPREAD_RATE,
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MAX(CASE WHEN KPI_name = 'weighted_spread_rate' THEN kpi_val END) AS WEIGHTED_SPREAD_RATE
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FROM dm.dm_zk_retail_sales_kpi
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WHERE KPI_name IN ('pack_price', 'digital_spread_rate', 'weighted_spread_rate')
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WHERE KPI_name IN ( 'digital_spread_rate', 'weighted_spread_rate')
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AND ta = 'DM'
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GROUP BY pack_code, YYYYMM, geo_key
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)
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@@ -137,4 +216,4 @@ LEFT JOIN kpi_pivot kpi
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AND kpi.YYYYMM = t.YYYYMM
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AND kpi.geo_key = t.AUDIT_COD
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AND t.DATA_SOURCE = 'Retail(Quarterly)'
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WHERE t.DATA_SOURCE IN ('EC(Monthly)', 'Retail(Quarterly)')
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WHERE t.DATA_SOURCE IN ('Retail(Quarterly)')
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