new file: 01 dm_tf_external_sales.sql
new file: 02 dm_td_external_keycompatitor.sql new file: 03 dm_td_external_brand_market.sql new file: 04 dm_td_external_calendar.sql new file: 05 dm_td_external_exchangerate.sql new file: 07 dm_td_external_packinfo.sql new file: 08 dm_td_external_corp.sql new file: 09 dm_td_external_geo_type.sql new file: 11 DM_TD_EXTERNAL_MARKET_NEW.sql new file: 12 dm_td_external_org.sql new file: 13 external auth.sql new file: 14 dm_tf_external_retail_special_bkp.sql new file: AIA/01 dm_aia_pack_property.sql new file: AIA/02 dm_ext_aia_sales.sql new file: AIA/02 dm_ext_aia_sales_bakup_20230327.sql new file: AIA/03 dm_aia_flag.sql new file: AIA/04 dm_aia_provided_flag.sql new file: AIA/06 DM_TD_EXT_AIA_PACK_PROPERTY.sql new file: AIA/07 DM_TD_EXT_AIA_PACK2MARKET.sql new file: AIA/08 DM_TD_EXT_AIA_MARKET_RATIO.sql new file: AIA/09 DM_TD_EXT_AIA_MARKET_BRAND_RATIO.sql new file: AIA/10 DM_TD_EXT_AIA_MARKET_PACK_MAPPING.sql new file: AIA/11 DM_TD_EXT_AIA_TARGET_INST.sql new file: AIA/11 dm_aia_targethp_flag.sql new file: "AIA/z_03 dm_aia_flag_\345\244\207\344\273\275\347\224\250.sql" new file: CHC/01 dm_chc_pack_property.sql new file: CHC/02 DM_TF_EXT_CHC_SALES.sql new file: CHC/03 DM_TD_EXT_CHC_PACK_PROPERTY.sql new file: CHC/04 DM_TD_EXT_CHC_PACK2MARKET.sql new file: CHC/05 DM_TD_EXT_CHC_MARKET_RATIO.sql new file: CHC/06 DM_TD_EXT_CHC_MARKET_BRAND_RATIO.sql new file: CHC/07 DM_TD_EXT_CHC_MARKET_PACK_MAPPING.sql new file: CHPA/01 dwd_ims_atc_hierarchy.sql new file: CHPA/01 dwd_ims_nfc_hierarchy.sql new file: CHPA/01 dwd_ims_td_manufacturer_corp.sql new file: CHPA/01 dwd_ims_td_pack_property.sql new file: CHPA/01 dwd_update.sql new file: CHPA/01_FB_BLOB_TO_DWD.sql new file: CHPA/02 DWS_IMS_TD_GEO.sql new file: CHPA/02 dws_ims_td_atc_cn.sql new file: CHPA/02 dws_ims_td_corp_cn.sql new file: CHPA/02 dws_ims_td_date.sql new file: CHPA/02 dws_ims_td_manu_cn.sql new file: CHPA/02 dws_ims_td_market.sql new file: CHPA/02 dws_ims_td_market_ta.sql new file: CHPA/02 dws_ims_td_nfc_cn.sql new file: CHPA/02 dws_ims_td_prod_cn.sql new file: CHPA/02 tmp_ims_td_prod_tmp.sql new file: CHPA/02 tmp_ims_tf_fact_sales.sql new file: CHPA/03 DM_TD_EXT_CHPA_MARKET_BRAND_RATIO.sql new file: CHPA/03 DM_TD_EXT_CHPA_MARKET_PACK_MAPPING.sql new file: CHPA/03 DM_TD_EXT_CHPA_MARKET_RATIO.sql new file: CHPA/03 DM_TD_EXT_CHPA_PACK2MARKET.sql new file: CHPA/03 DM_TD_EXT_CHPA_PACK_PROPERTY.sql new file: CHPA/03 DM_TF_EXT_CHPA_SALES.sql new file: CHPA/03 dm_ims_td_calendar.sql new file: CHPA/03 dm_ims_td_geo.sql new file: CHPA/03 dm_ims_td_market_property.sql new file: CHPA/03 dm_ims_td_org.sql new file: CHPA/03 dm_ims_td_org_hvh.sql new file: CHPA/03 dm_ims_td_pack_property.sql new file: CHPA/03 dm_ims_tf_sales.sql new file: CHPA/03 dm_td_chpa_market_definition.sql new file: CHPA/03 dm_td_ims_city_mapping.sql new file: EC/03 ec_load_data.sql new file: EC/04 DM_TD_EXT_EC_PACK_PROPERTY.sql new file: EC/05 DM_TF_EXT_EC_SALES.sql new file: EC/06 DM_TD_EXT_EC_PACK2MARKET.sql new file: EC/07 DM_TD_EXT_EC_MARKET_RATIO.sql new file: EC/08 DM_TD_EXT_EC_MARKET_BRAND_RATIO.sql new file: EC/09 DM_TD_EXT_EC_MARKET_PACK_MAPPING.sql new file: EC/1 (ec)blob_to_dwd.sql new file: EC/2 dwd_inc_gnd_ext_ec_nationnal_pack_union_all.py new file: Merged_Data/Merged_Data_Config_table_bkp.sql new file: Merged_Data/Merged_Data_Config_table_bymonth.sql new file: Merged_Data/dm_tf_exteranl_sales_merged_data_dtp_others_bkp.sql new file: Merged_Data/dm_tf_exteranl_sales_merged_data_dtp_others_bymonth_bkp.sql new file: ORG/DM_TD_EXT_AIA_ORG.sql new file: ORG/DM_TD_EXT_CHC_ORG.sql new file: ORG/DM_TD_EXT_CHPA_ORG.sql new file: ORG/DM_TD_EXT_COUNTY_ORG.sql new file: ORG/DM_TD_EXT_EC_ORG.sql new file: ORG/DM_TD_EXT_RETAIL_ORG.sql new file: ORG/DM_TD_EXT_THC_ORG.sql new file: ORG/DM_TD_EXT_XIEHE_ORG.sql new file: OTHERS/01 dm_td_report_url.sql new file: OTHERS/02 dws_ext_email_warning.sql new file: OTHERS/external_triggered_email.py new file: Retail/01 load_tmp_data.py new file: Retail/02 split_brand_data.py new file: Retail/03 split_pack_data.py new file: Retail/04 map_to_dws_table.py new file: Retail/05 load_dtp_temp_data.py new file: Retail/06 split_dtp_brand_data.py new file: Retail/07 split_dtp_pack_data.py new file: Retail/08 map_to_dtp_dws_table.py new file: Retail/09 dwd_inc_gnd_ext_retail_nataional.py new file: Retail/10 map_to_retail_dm_table.py new file: Retail/11 map_to_overview_dm_table.py new file: Retail/12 dws_tf_external_retail_dtp_special.sql new file: Retail/13 DM_TF_EXT_RETAIL_SALES.sql new file: Retail/14 DM_TF_EXT_RETAIL_DTP_SALES.sql new file: Retail/15 DM_TD_EXT_RETAIL_PACK_PROPERTY.sql new file: Retail/16 DM_TD_EXT_RETAIL_DTP_PACK_PROPERTY.sql new file: Retail/17 DM_TD_EXT_DTP_PACK2MARKET.sql new file: Retail/17 DM_TD_EXT_RETAIL_PACK2MARKET.sql new file: Retail/18 DM_TD_EXT_DTP_MARKET_RATIO.sql new file: Retail/18 DM_TD_EXT_RETAIL_MARKET_RATIO.sql new file: Retail/19 DM_TD_EXT_DTP_MARKET_BRAND_RATIO.sql new file: Retail/19 DM_TD_EXT_RETAIL_MARKET_BRAND_RATIO.sql new file: Retail/20 DM_TD_EXT_DTP_MARKET_PACK_MAPPING.sql new file: Retail/20 DM_TD_EXT_RETAIL_MARKET_PACK_MAPPING.sql new file: "Retail/z1 dwd_inc_gnd_ext_retail_nataional_\344\275\234\345\272\237.py" new file: "Retail/z2 retail_load_data_\344\275\234\345\272\237.sql" new file: "Retail/z3 retail_overview_data_\344\275\234\345\272\237.sql" new file: THC/01 dm_thc_pack_property.sql new file: THC/02 dm_ext_thc_sales.sql new file: THC/02 dm_ext_thc_sales_bakup_20260327.sql new file: THC/03 DM_TF_EXT_THC_MARKET_SALES_CHT.sql new file: THC/04 dm_tf_external_sales_thc.sql new file: THC/05 DM_TD_EXT_THC_PACK_PROPERTY.sql new file: THC/06 DM_TD_EXT_THC_PACK2MARKET.sql new file: THC/07 DM_TD_EXT_THC_MARKET_RATIO.sql new file: THC/08 DM_TD_EXT_THC_MARKET_BRAND_RATIO.sql new file: THC/09 DM_TD_EXT_THC_MARKET_PACK_MAPPING.sql new file: UNIONALL/DM_TD_EXT_UNIONALL_MARKET_PACK_MAPPING.sql new file: UNIONALL/DM_TD_EXT_UNIONALL_PACKINFO.sql new file: UNIONALL/DM_TF_EXT_UNIONALL_MARKET_SALES.sql new file: UNIONALL/DM_TF_EXT_UNIONALL_MARKET_SALES_v1.0.sql new file: UNIONALL/DM_TF_EXT_UNIONALL_SALES.sql new file: UNIONALL/DM_TF_EXT_UNIONALL_SALES_MAPPING.sql new file: UNIONALL/DM_TF_EXT_UNIONALL_SALES_MAPPING_NIAD.sql new file: XIEHE/01 xiehe_blob_to_dwd.py new file: XIEHE/02 dm_xiehe_pack_property.sql new file: XIEHE/03 dm_ext_xiehe_geo.sql new file: XIEHE/04 dm_ext_xiehe_sales.sql new file: XIEHE/05 dm_td_xiehe_core_dept.sql new file: XIEHE/06 DM_TF_EXT_XIEHE_SALES.sql new file: XIEHE/07 DM_TD_EXT_XIEHE_PACK_PROPERTY.sql new file: XIEHE/08 DM_TD_EXT_XIEHE_PACK2MARKET.sql new file: XIEHE/09 DM_TD_EXT_XIEHE_MARKET_RATIO.sql new file: XIEHE/10 DM_TD_EXT_XIEHE_MARKET_BRAND_RATIO.sql new file: XIEHE/11 DM_TD_EXT_XIEHE_MARKET_PACK_MAPPING.sql new file: XIEHE/bkp_01 xiehe_blob2dwd.py new file: XIEHE/bkp_02 dm_ext_xiehe_sales.sql new file: XIEHE/bkp_03 dm_ext_xiehe_pack_property.sql new file: county/01 tmp_ims_county_fact_sales_sum.sql new file: county/02 tmp_imscounty_Result.sql new file: county/03 dm_ims_td_county_geo.sql new file: county/04 dws_ext_county_tf_sales.sql new file: county/05 dm_ext_county_td_pack_property.sql new file: county/06 dm_td_county_pack_region.sql new file: county/07 dm_ext_county_tf_sales_region.sql new file: county/08 DM_TD_EXT_COUNTY_PACK_PROPERTY.sql new file: county/09 DM_TF_EXT_COUNTY_SALES.sql new file: county/10 DM_TD_EXT_COUNTY_PACK2MARKET.sql new file: county/11 DM_TD_EXT_COUNTY_MARKET_RATIO.sql new file: county/12 DM_TD_EXT_COUNTY_MARKET_BRAND_RATIO.sql new file: county/13 DM_TD_EXT_COUNTY_MARKET_PACK_MAPPING.sql new file: for_AIA_Dashboard/01 dm_td_aia_inst_mkt.sql new file: for_AIA_Dashboard/02 dm_td_aia_auth_sales.sql new file: for_AIA_Dashboard/03 dm_td_aia_original_col.sql new file: for_AIA_Dashboard/04 dm_td_aia_nosales_inst.sql new file: for_AIA_Dashboard/05 dm_td_aia_is_eagle_flag.sql new file: for_AIA_Dashboard/06 dm_td_aia_rank.sql new file: for_AIA_Dashboard/07 dm_ext_aia_data_remove_flag.sql new file: for_AIA_Dashboard/07 dm_td_aia_remove_special_ins_bkp.py new file: for_AIA_Dashboard/08 dm_ext_aia_data_quality_flag.sql new file: z 01 dm_tf_external_sales.sql new file: "z 10 dm_td_external_market_pack_mapping_\344\275\234\345\272\237.sql" new file: "z 11 dm_td_external_market_\344\275\234\345\272\237.sql" new file: "\344\270\212\347\272\277\350\204\232\346\234\254.sql" new file: "\346\225\260\346\215\256\351\252\214\350\257\201.sql"
This commit is contained in:
421
Retail/06 split_dtp_brand_data.py
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421
Retail/06 split_dtp_brand_data.py
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# Databricks notebook source
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### constant
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DATA_TYPE_MARKET = 'MARKET'
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DATA_TYPE_MOLECULE = 'MOLECULE'
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DATA_TYPE_BRAND = 'BRAND'
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DATA_TYPE_MULTI_MARKET = 'MULTI_MARKET'
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DATA_TYPE_MULTI_MOLECULE = 'MULTI_MOLECULE'
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DATA_TYPE_MULTI_BRAND = 'MULTI_BRAND'
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DATA_TYPE_DUPLICATE = 'DUPLICATE'
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DATA_TYPE_HEDGE_TA = 'HEDGE_TA'
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DATA_TYPE_HEDGE_MARKET = 'HEDGE_MARKET'
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DATA_TYPE_HEDGE_MOLECULE = 'HEDGE_MOLECULE'
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DATA_TYPE_HEDGE_BRAND = 'HEDGE_BRAND'
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DATA_FLAG_RAW = 0
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DATA_FLAG_SUB = 1
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DATA_FLAG_ADD = 2
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DATA_FLAG_RATIO = 3
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DATA_FLAG_AVG = 4
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DATA_FLAG_HEDGE = 5
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DATA_OTHER_TA = 'OTHER_TA'
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DATA_OTHER_MARKET = 'OTHER_MARKET'
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DATA_OTHER_MOLECULE = 'OTHER_MOLECULE'
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DATA_OTHER_BRAND = 'OTHER_BRAND'
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DATA_AREA_TYPE_ROC = 'ROC'
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DATA_LABEL_AREA_ALL = '全国'
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# COMMAND ----------
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############################################################START##############################################################
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### STEP-1: load data to tmp table
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### STEP-2: substract data from level market to brand
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### STEP-3: accumulate data from level brand to market
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# COMMAND ----------
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# MAGIC %md
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# MAGIC ## STEP-1: load data to tmp table
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# COMMAND ----------
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# MAGIC %sql
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC -- STEP-1: load data to tmp table
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# MAGIC -- 1.1 load LEVEL_MARKET data to tmp.tmp_retail_dtp_level_market
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC insert overwrite table tmp.tmp_retail_dtp_level_market
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# MAGIC
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# MAGIC select
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# MAGIC a.yyyymm,
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# MAGIC a.province_city,
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# MAGIC b.level_ta,
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# MAGIC b.level_market,
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# MAGIC a.sales_val,
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# MAGIC a.sales_vol,
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# MAGIC 0
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# MAGIC from tmp.tmp_retail_dtp_brand_rawdata a
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# MAGIC inner join dwd.dwd_gnd_retail_split_automatic b
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# MAGIC on a.ta = b.ta
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# MAGIC and a.market = b.market
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# MAGIC and a.brand_category = b.brand
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# MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '')
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# MAGIC where b.level = 'MARKET'
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# COMMAND ----------
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# MAGIC %sql
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC -- STEP-1: load data to tmp table
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# MAGIC -- 1.2 load LEVEL_MOLECULE data to tmp.tmp_retail_dtp_level_molecule
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC insert overwrite table tmp.tmp_retail_dtp_level_molecule
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# MAGIC
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# MAGIC select
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# MAGIC a.yyyymm,
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# MAGIC a.province_city,
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# MAGIC b.level_ta,
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# MAGIC b.level_market,
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# MAGIC b.level_molecule,
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# MAGIC a.sales_val,
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# MAGIC a.sales_vol,
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# MAGIC 0
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# MAGIC from tmp.tmp_retail_dtp_brand_rawdata a
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# MAGIC inner join dwd.dwd_gnd_retail_split_automatic b
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# MAGIC on a.ta = b.ta
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# MAGIC and a.market = b.market
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# MAGIC and a.brand_category = b.brand
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# MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '')
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# MAGIC where b.level = 'MOLECULE'
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# COMMAND ----------
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# MAGIC %sql
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC -- STEP-1: load data to tmp table
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# MAGIC -- 1.3 load LEVEL_BRAND data to tmp.tmp_retail_dtp_level_brand
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC insert overwrite table tmp.tmp_retail_dtp_level_brand
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# MAGIC
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# MAGIC select
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# MAGIC a.yyyymm,
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# MAGIC a.province_city,
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# MAGIC b.level_ta,
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# MAGIC b.level_market,
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# MAGIC b.level_molecule,
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# MAGIC b.level_brand,
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# MAGIC a.sales_val,
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# MAGIC a.sales_vol,
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# MAGIC null,
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# MAGIC null,
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# MAGIC null,
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# MAGIC null,
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# MAGIC 0
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# MAGIC from tmp.tmp_retail_dtp_brand_rawdata a
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# MAGIC inner join dwd.dwd_gnd_retail_split_automatic b
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# MAGIC on a.ta = b.ta
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# MAGIC and a.market = b.market
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# MAGIC and a.brand_category = b.brand
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# MAGIC and ifnull(a.common_name, '') = ifnull(b.common_name, '')
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# MAGIC where b.level = 'BRAND'
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# COMMAND ----------
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# MAGIC %md
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# MAGIC ## STEP-2: substract data from level market to brand
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# COMMAND ----------
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# MAGIC %sql
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC -- STEP-2: substract data from level market to brand
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# MAGIC -- 2.1 substract level market data and add 'OTHER_MOLECULE' data
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC
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# MAGIC with tmp_aggregate_market as (
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# MAGIC select
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# MAGIC yyyymm,
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# MAGIC province_city,
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# MAGIC ta,
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# MAGIC market,
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# MAGIC sum(sales_val) as sales_val,
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# MAGIC sum(sales_vol) as sales_vol
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# MAGIC from tmp.tmp_retail_dtp_level_molecule
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# MAGIC group by yyyymm, province_city , ta ,market
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# MAGIC ),tmp_molecule as (
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# MAGIC select
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# MAGIC a.yyyymm,
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# MAGIC a.province_city,
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# MAGIC a.ta,
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# MAGIC a.market,
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# MAGIC a.sales_val - ifnull(b.sales_val, 0) as sales_val,
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# MAGIC a.sales_vol - ifnull(b.sales_vol, 0) as sales_vol
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# MAGIC from tmp.tmp_retail_dtp_level_market a
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# MAGIC left join tmp_aggregate_market b
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# MAGIC on a.yyyymm = b.yyyymm
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# MAGIC and a.province_city = b.province_city
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# MAGIC and a.ta = b.ta
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# MAGIC and a.market = b.market
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# MAGIC )
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# MAGIC
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# MAGIC -------append OTHER_MOLECULE to tmp.tmp_retail_dtp_level_molecule
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# MAGIC insert into tmp.tmp_retail_dtp_level_molecule
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# MAGIC select
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# MAGIC yyyymm,
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# MAGIC province_city,
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# MAGIC ta,
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# MAGIC market,
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# MAGIC 'OTHER_MOLECULE',
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# MAGIC sales_val,
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# MAGIC sales_vol,
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# MAGIC 1
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# MAGIC from tmp_molecule
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# MAGIC where sales_val > 0 or sales_vol > 0
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# COMMAND ----------
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# MAGIC %sql
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC -- STEP-2: substract data from level market to brand
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# MAGIC -- 2.2 substract level molecule data and add 'OTHER_BRAND' data
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# MAGIC -------------------------------------------------------------------------------------
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# MAGIC with tmp_aggregate_molecule as (
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# MAGIC select
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# MAGIC yyyymm,
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# MAGIC province_city,
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# MAGIC ta,
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# MAGIC market,
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# MAGIC molecule,
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# MAGIC sum(sales_val) as sales_val,
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# MAGIC sum(sales_vol) as sales_vol
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# MAGIC from tmp.tmp_retail_dtp_level_brand
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# MAGIC group by yyyymm,province_city ,ta ,market,molecule
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# MAGIC ),tmp_brand as (
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# MAGIC select
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# MAGIC a.yyyymm,
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# MAGIC a.province_city,
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# MAGIC a.ta,
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# MAGIC a.market,
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# MAGIC a.molecule,
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# MAGIC a.sales_val - ifnull(b.sales_val, 0) as sales_val,
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# MAGIC a.sales_vol - ifnull(b.sales_vol, 0) as sales_vol
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# MAGIC from tmp.tmp_retail_dtp_level_molecule a
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# MAGIC left join tmp_aggregate_molecule b
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# MAGIC on a.yyyymm = b.yyyymm
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# MAGIC and a.province_city = b.province_city
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# MAGIC and a.ta = b.ta
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# MAGIC and a.market = b.market
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# MAGIC and a.molecule = b.molecule
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# MAGIC )
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# MAGIC
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# MAGIC -------append OTHER_BRAND to tmp.tmp_retail_dtp_level_brand
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# MAGIC insert into tmp.tmp_retail_dtp_level_brand
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# MAGIC select
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# MAGIC yyyymm,
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# MAGIC province_city,
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# MAGIC ta,
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# MAGIC market,
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# MAGIC molecule,
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# MAGIC 'OTHER_BRAND',
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# MAGIC sales_val,
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# MAGIC sales_vol,
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# MAGIC null,
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# MAGIC null,
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# MAGIC null,
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# MAGIC null,
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# MAGIC 1
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# MAGIC from tmp_brand
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# MAGIC where sales_val > 0 or sales_vol > 0
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# COMMAND ----------
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# MAGIC %md
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# MAGIC ## STEP-3: accumulate data from level brand to market
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# COMMAND ----------
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# MAGIC %sql
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# 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 yyyymm,
|
||||
# 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_dtp_level_brand
|
||||
# MAGIC group by yyyymm,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_dtp_level_molecule b
|
||||
# MAGIC where a.yyyymm = b.yyyymm
|
||||
# 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_dtp_level_molecule
|
||||
# MAGIC select
|
||||
# MAGIC yyyymm,
|
||||
# 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 merge into tmp.tmp_retail_dtp_level_molecule a
|
||||
# MAGIC using(
|
||||
# MAGIC select
|
||||
# MAGIC yyyymm,
|
||||
# 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_dtp_level_molecule
|
||||
# MAGIC where data_flag = 2
|
||||
# MAGIC group by yyyymm,province_city,ta,market
|
||||
# MAGIC ) as b
|
||||
# MAGIC on a.yyyymm = b.yyyymm
|
||||
# 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 merge into tmp.tmp_retail_dtp_level_brand a
|
||||
# MAGIC using(
|
||||
# MAGIC select
|
||||
# MAGIC yyyymm,
|
||||
# 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_dtp_level_molecule
|
||||
# MAGIC where data_flag = 2
|
||||
# MAGIC group by yyyymm,province_city,ta,market
|
||||
# MAGIC ) as b
|
||||
# MAGIC on a.yyyymm = b.yyyymm
|
||||
# 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 yyyymm,
|
||||
# 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_dtp_level_molecule
|
||||
# MAGIC group by yyyymm,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_dtp_level_market b
|
||||
# MAGIC where a.yyyymm = b.yyyymm
|
||||
# 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_dtp_level_market
|
||||
# MAGIC select
|
||||
# MAGIC yyyymm,
|
||||
# MAGIC province_city,
|
||||
# MAGIC ta,
|
||||
# MAGIC market,
|
||||
# MAGIC sales_val,
|
||||
# MAGIC sales_vol,
|
||||
# MAGIC 2
|
||||
# MAGIC from tmp_append_market
|
||||
|
||||
# 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 merge into tmp.tmp_retail_dtp_level_brand a
|
||||
# MAGIC using(
|
||||
# MAGIC select * from tmp.tmp_retail_dtp_level_brand
|
||||
# MAGIC where province_city = '全国'
|
||||
# MAGIC ) as b
|
||||
# MAGIC on a.yyyymm = b.yyyymm
|
||||
# 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################################################################
|
||||
Reference in New Issue
Block a user