# Databricks notebook source ### constant DATA_TYPE_MARKET = 'MARKET' DATA_TYPE_MOLECULE = 'MOLECULE' DATA_TYPE_BRAND = 'BRAND' DATA_TYPE_MULTI_MARKET = 'MULTI_MARKET' DATA_TYPE_MULTI_MOLECULE = 'MULTI_MOLECULE' DATA_TYPE_MULTI_BRAND = 'MULTI_BRAND' DATA_TYPE_DUPLICATE = 'DUPLICATE' DATA_TYPE_HEDGE_TA = 'HEDGE_TA' DATA_TYPE_HEDGE_MARKET = 'HEDGE_MARKET' DATA_TYPE_HEDGE_MOLECULE = 'HEDGE_MOLECULE' DATA_TYPE_HEDGE_BRAND = 'HEDGE_BRAND' DATA_FLAG_RAW = 0 ### final pack_flag = 1 DATA_FLAG_SUB = 1 ### final pack_flag = 2 DATA_FLAG_ADD = 2 ### final pack_flag = 2 DATA_FLAG_RATIO = 3 ### final pack_flag = 2 DATA_FLAG_AVG = 4 ### final pack_flag = 2 ### The current version is not in use DATA_FLAG_HEDGE = 5 ### final pack_flag = 2 BRAND_FLAG_NATIVE = 1 ### final brand_flag = 1 BRAND_FLAG_CALCULATE = 2 ### final brand_flag = 2 BRAND_FLAG_NONE = 3 ### final brand_flag = 2 DATA_OTHER_TA = 'OTHER_TA' DATA_OTHER_MARKET = 'OTHER_MARKET' DATA_OTHER_MOLECULE = 'OTHER_MOLECULE' DATA_OTHER_BRAND = 'OTHER_BRAND' DATA_AREA_TYPE_ROC = 'ROC' DATA_LABEL_AREA_ALL = '全国' # COMMAND ---------- ############################################################START############################################################## ### STEP-1: load data to tmp table ### STEP-2: substract data from level market to brand ### STEP-3: accumulate data from level brand to market ### STEP-4: calculate brand ratio # COMMAND ---------- # MAGIC %md # MAGIC ## STEP-1: load data to tmp table # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.1 load LEVEL_MARKET data to tmp.tmp_retail_level_market # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC insert overwrite table tmp.tmp_retail_level_market # MAGIC # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC b.level_ta, # MAGIC b.level_market, # MAGIC a.sales_val, # MAGIC a.sales_vol, # MAGIC 0 # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level = 'MARKET' # MAGIC # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.2 load LEVEL_MOLECULE data to tmp.tmp_retail_level_molecule # MAGIC ------------------------------------------------------------------------------------- # MAGIC insert overwrite table tmp.tmp_retail_level_molecule # MAGIC # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC b.level_ta, # MAGIC b.level_market, # MAGIC b.level_molecule, # MAGIC a.sales_val, # MAGIC a.sales_vol, # MAGIC 0 # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level = 'MOLECULE' # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.3 load LEVEL_BRAND(BRAND & MULTI_BRAND) data to tmp.tmp_retail_level_brand # MAGIC ------------------------------------------------------------------------------------- # MAGIC insert overwrite table tmp.tmp_retail_level_brand # MAGIC # MAGIC with exploded_data as ( # MAGIC select # MAGIC ta, # MAGIC market, # MAGIC brand, # MAGIC ifnull(common_name,'' ) as common_name, # MAGIC level, # MAGIC split(level_ta,',') array_ta, # MAGIC split(level_market,',') array_market, # MAGIC split(level_molecule,',') array_molecule, # MAGIC split(level_brand,',') array_brand # MAGIC from dwd.dwd_gnd_retail_split_automatic # MAGIC where level like '%MULTI_BRAND%' # MAGIC ), tmp_config as ( # MAGIC select # MAGIC ta, # MAGIC market, # MAGIC brand, # MAGIC common_name, # MAGIC level, # MAGIC array_ta[idx] as level_ta, # MAGIC array_market[idx] as level_market, # MAGIC array_molecule[idx] as level_molecule, # MAGIC array_brand[idx] as level_brand # MAGIC from exploded_data # MAGIC lateral view posexplode(array_ta) AS idx, split_ta # MAGIC ) # MAGIC ----------------brand data--------------------- # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC b.level_ta, # MAGIC b.level_market, # MAGIC b.level_molecule, # MAGIC b.level_brand, # MAGIC a.sales_val, # MAGIC a.sales_vol, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC 0 # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level = 'BRAND' # MAGIC # MAGIC union all # MAGIC ----------------multi brand data--------------------- # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC b.level_ta, # MAGIC b.level_market, # MAGIC b.level_molecule, # MAGIC b.level_brand, # MAGIC a.sales_val, # MAGIC a.sales_vol, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC 0 # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join tmp_config b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.4 append HEDGE_TA data to every level # MAGIC -- 1.4.1 append HEDGE_MARKET data to LEVEL_MARKET # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC with tmp_hedge as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC 0 - sum(a.sales_val) as hedge_val, # MAGIC 0 - sum(a.sales_vol) as hedge_vol # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level like '%HEDGE_TA%' # MAGIC group by a.quarter,a.province_city # MAGIC ) # MAGIC # MAGIC insert into tmp.tmp_retail_level_market # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC 'HEDGE_TA', # MAGIC 'HEDGE_MARKET', # MAGIC hedge_val, # MAGIC hedge_vol, # MAGIC 5 # MAGIC from tmp_hedge # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.4 append HEDGE_TA data to every level # MAGIC -- 1.4.2 append HEDGE_MOLECULE data to LEVEL_MOLECULE # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC with tmp_hedge as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC 0 - sum(a.sales_val) as hedge_val, # MAGIC 0 - sum(a.sales_vol) as hedge_vol # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level like '%HEDGE_TA%' # MAGIC group by a.quarter,a.province_city # MAGIC ) # MAGIC insert into tmp.tmp_retail_level_molecule # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC 'HEDGE_TA', # MAGIC 'HEDGE_MARKET', # MAGIC 'HEDGE_MOLECULE', # MAGIC hedge_val, # MAGIC hedge_vol, # MAGIC 5 # MAGIC from tmp_hedge # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.4 append HEDGE_TA data to every level # MAGIC -- 1.4.3 append HEDGE_BRAND data to LEVEL_BRAND # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC with tmp_hedge as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC 0 - sum(a.sales_val) as hedge_val, # MAGIC 0 - sum(a.sales_vol) as hedge_vol # MAGIC from tmp.tmp_retail_brand_rawdata a # MAGIC inner join dwd.dwd_gnd_retail_split_automatic b # MAGIC on a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.brand_category = b.brand # MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '') # MAGIC where b.level like '%HEDGE_TA%' # MAGIC group by a.quarter,a.province_city # MAGIC ) # MAGIC # MAGIC insert into table tmp.tmp_retail_level_brand # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC 'HEDGE_TA', # MAGIC 'HEDGE_MARKET', # MAGIC 'HEDGE_MOLECULE', # MAGIC 'HEDGE_BRAND', # MAGIC hedge_val, # MAGIC hedge_vol, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC 5 # MAGIC from tmp_hedge # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-1: load data to tmp table # MAGIC -- 1.5 load data from pack, balance level_brand # MAGIC -- add regional data that is included in the pack but not in the brand # MAGIC ------------------------------------------------------------------------------------- # MAGIC with tmp_pack_to_brand as ( # MAGIC select distinct a.quarter,a.level_ta,a.level_market, c.cmps_des_c,c.prod_des_c,a.product_id # MAGIC from tmp.tmp_retail_pack_rawdata a # MAGIC inner join dwd.dwd_gnd_ext_retail_pack_property c # MAGIC on a.product_id = c.product_id # MAGIC where exists ( # MAGIC select distinct b.level_ta, b.level_market # MAGIC from dwd.dwd_gnd_retail_split_automatic b # MAGIC where b.level_ta is not null # MAGIC and a.level_ta = b.level_ta # MAGIC and a.level_market = b.level_market # MAGIC ) and a.data_flag = 0 # MAGIC and a.zk_regin <> '全国' # MAGIC order by a.quarter,a.level_ta,a.level_market, c.cmps_des_c,c.prod_des_c # MAGIC ), tmp_pack_sum as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.zk_regin, # MAGIC a.level_ta, # MAGIC a.level_market, # MAGIC b.cmps_des_c as molecule_desc, # MAGIC nvl(b.prod_des_c,concat(b.cmps_des_c,'_OTHER_PROD')) as product_desc, # MAGIC sum(a.sales_value) as sales_val, # MAGIC round(sum(a.sales_unit * (c.counting_unit/ coalesce(c.unit,1)) ) ,4) as sales_vol # MAGIC from tmp.tmp_retail_pack_rawdata a # MAGIC inner join tmp_pack_to_brand b # MAGIC on a.quarter = b.quarter # MAGIC and a.level_ta = b.level_ta # MAGIC and a.level_market = b.level_market # MAGIC and a.product_id = b.product_id # MAGIC inner join dwd.dwd_gnd_ext_retail_pack_property c # MAGIC on a.product_id = c.product_id # MAGIC where a.data_flag = 0 and zk_regin <> 'ROC' # MAGIC group by a.quarter, a.zk_regin,a.level_ta,a.level_market,b.cmps_des_c,b.prod_des_c # MAGIC order by a.quarter,a.zk_regin,a.level_ta # MAGIC ), tmp_brand as ( # MAGIC select * from tmp.tmp_retail_level_brand where data_flag = 0 # MAGIC ),tmp_final as ( # MAGIC select # MAGIC a.*, # MAGIC null as ratio_val, # MAGIC null as ratio_vol, # MAGIC null as total_val, # MAGIC null as total_vol, # MAGIC 0 as data_flag --从pack聚合出来的brand数据，也是真实的原生数据 # MAGIC from tmp_pack_sum a # MAGIC where not exists ( # MAGIC select 1 from tmp_brand b # MAGIC where a.quarter = b.quarter # MAGIC and a.zk_regin = b.province_city # MAGIC and a.level_ta = b.ta # MAGIC and a.level_market = b.market # MAGIC and a.molecule_desc = b.molecule # MAGIC and a.product_desc = b.brand # MAGIC ) # MAGIC ) # MAGIC # MAGIC insert into table tmp.tmp_retail_level_brand # MAGIC select * from tmp_final # COMMAND ---------- # MAGIC %md # MAGIC ## STEP-2: substract data from level market to brand # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-2: substract data from level market to brand # MAGIC -- 2.1 substract level market data and add 'OTHER_MOLECULE' data # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC with tmp_aggregate_market as ( # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC sum(sales_val) as sales_val, # MAGIC sum(sales_vol) as sales_vol # MAGIC from tmp.tmp_retail_level_molecule # MAGIC group by quarter, province_city , ta ,market # MAGIC ),tmp_molecule as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC a.ta, # MAGIC a.market, # MAGIC a.sales_val - ifnull(b.sales_val, 0) as sales_val, # MAGIC a.sales_vol - ifnull(b.sales_vol, 0) as sales_vol # MAGIC from tmp.tmp_retail_level_market a # MAGIC left join tmp_aggregate_market b # MAGIC on a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC ) # MAGIC # MAGIC -------append OTHER_MOLECULE to tmp.tmp_retail_level_molecule # MAGIC insert into tmp.tmp_retail_level_molecule # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC 'OTHER_MOLECULE', # MAGIC sales_val, # MAGIC sales_vol, # MAGIC 1 # MAGIC from tmp_molecule # MAGIC where sales_val > 0 or sales_vol > 0 # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-2: substract data from level market to brand # MAGIC -- 2.2 substract level molecule data and add 'OTHER_BRAND' data # MAGIC ------------------------------------------------------------------------------------- # MAGIC with tmp_aggregate_molecule as ( # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC molecule, # MAGIC sum(sales_val) as sales_val, # MAGIC sum(sales_vol) as sales_vol # MAGIC from tmp.tmp_retail_level_brand # MAGIC group by quarter,province_city ,ta ,market,molecule # MAGIC ),tmp_brand as ( # MAGIC select # MAGIC a.quarter, # MAGIC a.province_city, # MAGIC a.ta, # MAGIC a.market, # MAGIC a.molecule, # MAGIC a.sales_val - ifnull(b.sales_val, 0) as sales_val, # MAGIC a.sales_vol - ifnull(b.sales_vol, 0) as sales_vol # MAGIC from tmp.tmp_retail_level_molecule a # MAGIC left join tmp_aggregate_molecule b # MAGIC on a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.molecule = b.molecule # MAGIC ) # MAGIC # MAGIC -------append OTHER_BRAND to tmp.tmp_retail_level_brand # MAGIC insert into tmp.tmp_retail_level_brand # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC molecule, # MAGIC 'OTHER_BRAND', # MAGIC sales_val, # MAGIC sales_vol, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC null, # MAGIC 1 # MAGIC from tmp_brand # MAGIC where sales_val > 0 or sales_vol > 0 # COMMAND ---------- # MAGIC %md # MAGIC ## STEP-3: accumulate data from level brand to market # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-3: accumulate data from level brand to market # MAGIC -- 3.1 accumulate level molecule data and balance 'OTHER_BRAND' & 'OTHER_MOLECULE' data # MAGIC -- 3.1.1 accumulate level molecule data # MAGIC ------------------------------------------------------------------------------------- # MAGIC with tmp_aggregate_molecule as ( # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC molecule, # MAGIC sum(sales_val) as sales_val, # MAGIC sum(sales_vol) as sales_vol # MAGIC from tmp.tmp_retail_level_brand # MAGIC group by quarter,province_city ,ta ,market,molecule # MAGIC ), tmp_append_molecule as ( # MAGIC select a.* # MAGIC from tmp_aggregate_molecule a # MAGIC where not exists ( # MAGIC select 1 # MAGIC from tmp.tmp_retail_level_molecule b # MAGIC where a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.molecule = b.molecule # MAGIC ) # MAGIC ) # MAGIC -------append level molecule data accumulate from level brand # MAGIC insert into tmp.tmp_retail_level_molecule # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC molecule, # MAGIC sales_val, # MAGIC sales_vol, # MAGIC 2 # MAGIC from tmp_append_molecule # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-3: accumulate data from level brand to market # MAGIC -- 3.1 accumulate level molecule data and balance 'OTHER_BRAND'& 'OTHER_MOLECULE' data # MAGIC -- 3.1.2 balance 'OTHER_MOLECULE' data # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC merge into tmp.tmp_retail_level_molecule a # MAGIC using( # MAGIC select * from tmp.tmp_retail_level_molecule # MAGIC where data_flag = 2 # MAGIC ) as b # MAGIC on a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.molecule = 'OTHER_MOLECULE' # MAGIC and a.data_flag = 1 # MAGIC when matched then # MAGIC update set # MAGIC a.sales_val = a.sales_val - b.sales_val, # MAGIC a.sales_vol = a.sales_vol - b.sales_vol # MAGIC # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-3: accumulate data from level brand to market # MAGIC -- 3.1 accumulate level molecule data and balance 'OTHER_BRAND'& 'OTHER_MOLECULE' data # MAGIC -- 3.1.3 balance 'OTHER_BRAND' data # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC merge into tmp.tmp_retail_level_brand a # MAGIC using( # MAGIC select * from tmp.tmp_retail_level_molecule # MAGIC where data_flag = 2 # MAGIC ) as b # MAGIC on a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.molecule = 'OTHER_MOLECULE' # MAGIC and a.brand = 'OTHER_BRAND' # MAGIC and a.data_flag = 1 # MAGIC when matched then # MAGIC update set # MAGIC a.sales_val = a.sales_val - b.sales_val, # MAGIC a.sales_vol = a.sales_vol - b.sales_vol # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-3: accumulate data from level brand to market # MAGIC -- 3.2 accumulate level market data and balance 'OTHER_MOLECULE' data # MAGIC -- 3.2.1 accumulate level market data # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC with tmp_aggregate_market as ( # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC sum(sales_val) as sales_val, # MAGIC sum(sales_vol) as sales_vol # MAGIC from tmp.tmp_retail_level_molecule # MAGIC group by quarter,province_city ,ta ,market # MAGIC ), tmp_append_market as ( # MAGIC select a.* # MAGIC from tmp_aggregate_market a # MAGIC where not exists ( # MAGIC select 1 # MAGIC from tmp.tmp_retail_level_market b # MAGIC where a.quarter = b.quarter # MAGIC and a.province_city = b.province_city # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC ) # MAGIC ) # MAGIC -------append level market data accumulate from level molecule # MAGIC insert into tmp.tmp_retail_level_market # MAGIC select # MAGIC quarter, # MAGIC province_city, # MAGIC ta, # MAGIC market, # MAGIC sales_val, # MAGIC sales_vol, # MAGIC 2 # MAGIC from tmp_append_market # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-3: accumulate data from level brand to market # MAGIC -- 3.2 accumulate level market data and balance 'OTHER_MOLECULE' data # MAGIC -- 3.2.2 balance 'OTHER_MOLECULE' data # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC ---------not using in this case, beacuse level ta has no data------------------------ # MAGIC --merge into tmp.tmp_retail_level_market a # MAGIC --using( # MAGIC -- select * from tmp.tmp_retail_level_molecule # MAGIC -- where data_flag = 2 # MAGIC --) as b # MAGIC --on a.quarter = b.quarter # MAGIC --and a.province_city = b.province_city # MAGIC --and a.ta = b.ta # MAGIC --and a.market = 'OTHER_MARKET' # MAGIC --and a.data_flag = 1 # MAGIC --when matched then # MAGIC -- update set # MAGIC -- a.sales_val = a.sales_val - b.sales_val, # MAGIC -- a.sales_vol = a.sales_vol - b.sales_vol # COMMAND ---------- # MAGIC %md # MAGIC ## STEP-4: calculate brand ratio # COMMAND ---------- # MAGIC %sql # MAGIC ------------------------------------------------------------------------------------- # MAGIC -- STEP-4: calculate brand ratio # MAGIC -- update total_val&total_vol and ratio_val&ratio_vol # MAGIC ------------------------------------------------------------------------------------- # MAGIC # MAGIC merge into tmp.tmp_retail_level_brand a # MAGIC using( # MAGIC select * from tmp.tmp_retail_level_brand # MAGIC where province_city = '全国' # MAGIC ) as b # MAGIC on a.quarter = b.quarter # MAGIC and a.ta = b.ta # MAGIC and a.market = b.market # MAGIC and a.molecule = b.molecule # MAGIC and a.brand = b.brand # MAGIC when matched then # MAGIC update set # MAGIC a.total_val = b.sales_val, # MAGIC a.total_vol = b.sales_vol, # MAGIC a.ratio_val = round(a.sales_val/b.sales_val,10), # MAGIC a.ratio_vol = round(a.sales_vol/b.sales_vol,10) # COMMAND ---------- ############################################################END##############################################################