526 lines
16 KiB
SQL
526 lines
16 KiB
SQL
-- Databricks notebook source
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-- DBTITLE 1,分区优化
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-- CREATE OR REPLACE TABLE DM.DM_TF_EXT_UNIONALL_MARKET_SALES (
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-- MARKET STRING,
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-- KEY_COMPETITOR STRING,
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-- CLASS STRING,
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-- YYYYMM STRING,
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-- PACK_COD STRING,
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-- CORP_COD STRING,
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-- AUDIT_COD 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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-- DATA_SOURCE STRING,
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-- PACK_FLAG STRING,
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-- PROD_FLAG STRING,
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-- DTP_FLAG STRING,
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-- CMPS_FLAG STRING,
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-- NEW_CODE STRING COMMENT '主数据关联CODE',
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-- INST_CODE STRING COMMENT '内部机构编码',
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-- AIA_HP_FLAG STRING,
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-- DEPT_NAME STRING COMMENT '科室名称',
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-- H_LEVEL STRING,
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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_TYPE STRING COMMENT '处方来源',
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-- PRESCRIPTION DECIMAL(35,10),
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-- PRESCRIPTION_LY DECIMAL(35,10),
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-- VA STRING,
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-- UT STRING,
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-- CU STRING,
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-- PT STRING,
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-- SALES_UNIT_CAL DECIMAL(35,6),
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-- SALES_UNIT_CAL_LY DECIMAL(35,6),
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-- SALES_VALUE_CAL DECIMAL(35,6),
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-- SALES_VALUE_CAL_LY DECIMAL(35,6),
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-- CONUTING_UNIT DECIMAL(35,6),
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-- CONUTING_UNIT_LY DECIMAL(35,6),
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-- PDOT DECIMAL(35,6),
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-- PDOT_LY DECIMAL(35,6),
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-- ETL_INSERT_DT TIMESTAMP,
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-- ETL_UPDATE_DT TIMESTAMP
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-- )
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-- USING delta
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-- PARTITIONED BY (DATA_SOURCE)
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-- -- LOCATION 'abfss://master@azcdatalakeprd.dfs.core.chinacloudapi.cn/DM/dm_tf_ext_unionall_market_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_unionall_market_sales';
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-- COMMAND ----------
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-- DBTITLE 1,性能优化
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-- -- 按最常用的过滤和 JOIN 字段做 Z-Order 聚簇
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-- OPTIMIZE DM.DM_TF_EXT_UNIONALL_SALES
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-- ZORDER BY (DATA_SOURCE, PACK_CODE, YYYYMM);
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-- -- 收集统计信息，帮助优化器选择更好的执行计划
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-- ANALYZE TABLE DM.DM_TF_EXT_UNIONALL_SALES COMPUTE STATISTICS FOR ALL COLUMNS;
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-- ANALYZE TABLE DM.dm_td_ext_unionall_market_pack_mapping COMPUTE STATISTICS FOR ALL COLUMNS;
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-- COMMAND ----------
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-- DBTITLE 1,测试跑数据
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-- delete from DM.DM_TF_EXT_UNIONALL_MARKET_SALES where DATA_SOURCE IN ('Retail(Quarterly)', 'EC(Monthly)')
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-- COMMAND ----------
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-- DBTITLE 1,测试跑数据
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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_UNIONALL_SALES
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-- WHERE
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-- DATA_SOURCE IN (
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-- -- 'IQVIA-CHPA(Monthly)',
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-- -- 'AIA(Monthly)'
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-- -- 'CHC(Quarterly)',
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-- -- 'IQVIA-COUNTY(Quarterly)',
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-- -- 'THC(Quarterly)'
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-- 'Retail(Quarterly)',
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-- -- 'DTP(Quarterly)',
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-- 'EC(Monthly)'
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-- -- 'XH Data(Quarterly)'
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-- ) -- 谓词下推，最先过滤
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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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-- COMMAND ----------
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-- DBTITLE 1,market_sales
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INSERT OVERWRITE 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_UNIONALL_SALES
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WHERE
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DATA_SOURCE IN (
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'IQVIA-CHPA(Monthly)',
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'AIA(Monthly)',
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'CHC(Quarterly)',
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'IQVIA-COUNTY(Quarterly)',
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'THC(Quarterly)',
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'Retail(Quarterly)',
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'DTP(Quarterly)',
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'EC(Monthly)',
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'XH Data(Quarterly)'
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) -- 谓词下推，最先过滤
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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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-- COMMAND ----------
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-- DBTITLE 1,maket_sales_cht
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INSERT OVERWRITE TABLE
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DM.DM_TF_EXT_THC_MARKET_SALES_CHT
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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_THC_SALES
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WHERE DATA_SOURCE = 'THC(Quarterly)'
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and AUDIT_CODE <> 'CHT'
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-- 谓词下推，最先过滤
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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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'THC(Quarterly)' as 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_THC_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
|
||
AND t1.DATA_SOURCE = t2.DATASOURCE
|
||
AND t1.YYYYMM >= t2.eff_start
|
||
AND t1.YYYYMM <= t2.eff_end
|
||
LEFT JOIN mapping_cleaned t3 ON t1.PACK_CODE = t3.PACK_CODE
|
||
AND t1.DATA_SOURCE = t3.DATASOURCE
|
||
AND (t1.YYYYMM - 100) >= t3.eff_start
|
||
AND (t1.YYYYMM - 100) <= t3.eff_end
|
||
AND t2.MARKET = t3.MARKET -- 保持原逻辑
|
||
)
|
||
SELECT
|
||
NVL(MARKET, 'ALL Market') AS MARKET,
|
||
NVL(KEY_COMPETITOR, 'OTHERS') AS KEY_COMPETITOR,
|
||
CASE
|
||
WHEN trim(lower(CLASS)) = 'others' THEN 'OTHERS'
|
||
WHEN CLASS IS NULL THEN 'OTHERS'
|
||
ELSE CLASS
|
||
END AS CLASS,
|
||
YYYYMM,
|
||
PACK_CODE,
|
||
CORP_CODE,
|
||
AUDIT_CODE,
|
||
PLATFORM_TYPE,
|
||
STORE_NAME,
|
||
STORE_TYPE,
|
||
REGION_TYPE,
|
||
DATA_SOURCE,
|
||
PACK_FLAG,
|
||
PROD_FLAG,
|
||
DTP_FLAG,
|
||
CMPS_FLAG,
|
||
NEW_CODE,
|
||
INST_CODE,
|
||
NULL AS AIA_HP_FLAG,
|
||
DEPT_NAME,
|
||
H_LEVEL,
|
||
REIMBURSE,
|
||
REIMBURSE_TYPE,
|
||
PRESCRIPTION_SOURCE AS PRESCRIPTION_TYPE,
|
||
PRESCRIPTION,
|
||
PRESCRIPTION_LY,
|
||
-- 预计算公用因子，避免重复计算
|
||
NVL(NVL(cy_market_ratio, 1) * cy_value_ratio, 1) AS VA,
|
||
NVL(NVL(cy_market_ratio, 1) * cy_unit_ratio, 1) AS UT,
|
||
NVL(NVL(cy_market_ratio, 1) * cy_cu_ratio, 1) AS CU,
|
||
NVL(NVL(cy_market_ratio, 1) * cy_pdot_ratio, 1) AS PT,
|
||
CAST(
|
||
SALES_UNIT_CAL * NVL(cy_unit_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS SALES_UNIT_CAL,
|
||
CAST(
|
||
SALES_UNIT_CAL_LY * NVL(ly_unit_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS SALES_UNIT_CAL_LY,
|
||
CAST(
|
||
SALES_VALUE_CAL * NVL(cy_value_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS SALES_VALUE_CAL,
|
||
CAST(
|
||
SALES_VALUE_CAL_LY * NVL(ly_value_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS SALES_VALUE_CAL_LY,
|
||
CAST(
|
||
CONUTING_UNIT * NVL(cy_cu_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS CONUTING_UNIT,
|
||
CAST(
|
||
CONUTING_UNIT_LY * NVL(ly_cu_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS CONUTING_UNIT_LY,
|
||
CAST(
|
||
CONUTING_UNIT * NVL(cy_pdot_ratio, 1) * NVL(cy_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS PDOT,
|
||
CAST(
|
||
CONUTING_UNIT_LY * NVL(ly_pdot_ratio, 1) * NVL(ly_market_ratio, 1) AS DECIMAL(35, 6)
|
||
) AS PDOT_LY,
|
||
FROM_UTC_TIMESTAMP(CURRENT_TIMESTAMP(), 'UTC+8') AS ETL_INSERT_DT,
|
||
FROM_UTC_TIMESTAMP(CURRENT_TIMESTAMP(), 'UTC+8') AS ETL_UPDATE_DT
|
||
FROM
|
||
joined;
|