├── .gitignore ├── LICENSE ├── Pipfile ├── Pipfile.lock ├── README.md ├── analysis └── .gitkeep ├── dbt_project.yml ├── macros └── .gitkeep ├── models ├── raw_stage │ ├── raw_inventory.sql │ ├── raw_orders.sql │ └── raw_transactions.sql ├── raw_vault │ ├── hubs │ │ ├── hub_customer.sql │ │ ├── hub_lineitem.sql │ │ ├── hub_nation.sql │ │ ├── hub_order.sql │ │ ├── hub_part.sql │ │ ├── hub_region.sql │ │ └── hub_supplier.sql │ ├── links │ │ ├── link_customer_nation.sql │ │ ├── link_customer_order.sql │ │ ├── link_inventory.sql │ │ ├── link_inventory_allocation.sql │ │ ├── link_nation_region.sql │ │ ├── link_order_lineitem.sql │ │ └── link_supplier_nation.sql │ ├── sats │ │ ├── sat_inv_inventory_details.sql │ │ ├── sat_inv_part_details.sql │ │ ├── sat_inv_supp_nation_details.sql │ │ ├── sat_inv_supp_region_details.sql │ │ ├── sat_inv_supplier_details.sql │ │ ├── sat_order_cust_nation_details.sql │ │ ├── sat_order_cust_region_details.sql │ │ ├── sat_order_customer_details.sql │ │ ├── sat_order_lineitem_details.sql │ │ └── sat_order_order_details.sql │ └── t_links │ │ └── t_link_transactions.sql ├── schema.yml └── stage │ ├── v_stg_inventory.sql │ ├── v_stg_orders.sql │ └── v_stg_transactions.sql ├── packages.yml └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | target/ 3 | 4 | logs 5 | 6 | .idea/ 7 | 8 | dbt_modules 9 | dbt_packages 10 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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"sha256:72a4b735692dd3135217911cbeaa1be5fa3f62bffb8745c5215420a03dc55255" 733 | ], 734 | "markers": "python_version >= '3.7'", 735 | "version": "==2.1.2" 736 | }, 737 | "zipp": { 738 | "hashes": [ 739 | "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2", 740 | "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009" 741 | ], 742 | "markers": "python_version >= '3.7'", 743 | "version": "==3.8.1" 744 | } 745 | }, 746 | "develop": {} 747 | } 748 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
2 | AutomateDV 3 | AutomateDV 4 | 5 | [![Slack](https://img.shields.io/badge/Slack-Join-yellow?style=flat&logo=slack)](https://join.slack.com/t/dbtvault/shared_invite/enQtODY5MTY3OTIyMzg2LWJlZDMyNzM4YzAzYjgzYTY0MTMzNTNjN2EyZDRjOTljYjY0NDYyYzEwMTlhODMzNGY3MmU2ODNhYWUxYmM2NjA) 6 |
7 | 8 | ### dbt models for AutomateDV Snowflake Demonstration 9 | 10 | This is a downloadable example dbt project using [AutomateDV](https://github.com/Datavault-UK/automate-dv) to create a Data Vault 2.0 Data Warehouse 11 | based on the Snowflake TPC-H dataset. 12 | 13 | --- 14 | 15 | #### AutomateDV Docs 16 | [![Documentation Status](https://readthedocs.org/projects/dbtvault/badge/?version=latest)](https://automate-dv.readthedocs.io/en/latest/?badge=latest) 17 | 18 | Click the button above to read the latest AutomateDV docs. 19 | 20 | A step-by-step user guide for using this demo is available [here](https://automate-dv.readthedocs.io/en/latest/worked_example/) 21 | 22 | --- 23 | [dbt](https://www.getdbt.com/) is a registered trademark of dbt Labs). 24 | 25 | Check them out below: 26 | 27 | #### dbt Docs 28 | - [What is dbt](https://dbt.readme.io/docs/overview)? 29 | - Read the [dbt viewpoint](https://dbt.readme.io/docs/viewpoint) 30 | - [Installation](https://dbt.readme.io/docs/installation) 31 | - Join the [chat](http://ac-slackin.herokuapp.com/) on Slack for live questions and support. 32 | --- 33 | -------------------------------------------------------------------------------- /analysis/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Datavault-UK/automate-dv-demo/5ed4365b91858218a02b4a414ae709da23e1dfb4/analysis/.gitkeep -------------------------------------------------------------------------------- /dbt_project.yml: -------------------------------------------------------------------------------- 1 | name: dbtvault_snowflake_demo 2 | profile: dbtvault_snowflake_demo 3 | version: '5.4.0' 4 | require-dbt-version: ['>=1.0.0', '<2.0.0'] 5 | config-version: 2 6 | 7 | analysis-paths: 8 | - analysis 9 | clean-targets: 10 | - target 11 | seed-paths: 12 | - seeds 13 | macro-paths: 14 | - macros 15 | model-paths: 16 | - models 17 | test-paths: 18 | - tests 19 | target-path: target 20 | 21 | vars: 22 | load_date: '1992-01-08' 23 | tpch_size: 10 #1, 10, 100, 1000, 10000 24 | 25 | models: 26 | dbtvault_snowflake_demo: 27 | raw_stage: 28 | +materialized: view 29 | +tags: 30 | - 'raw' 31 | stage: 32 | +materialized: view 33 | +tags: 34 | - 'stage' 35 | +enabled: true 36 | raw_vault: 37 | +materialized: incremental 38 | +tags: 39 | - 'raw_vault' 40 | hubs: 41 | +tags: 42 | - 'hub' 43 | links: 44 | +tags: 45 | - 'link' 46 | sats: 47 | +tags: 48 | - 'satellite' 49 | t_links: 50 | +tags: 51 | - 't_link' 52 | -------------------------------------------------------------------------------- /macros/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Datavault-UK/automate-dv-demo/5ed4365b91858218a02b4a414ae709da23e1dfb4/macros/.gitkeep -------------------------------------------------------------------------------- /models/raw_stage/raw_inventory.sql: -------------------------------------------------------------------------------- 1 | SELECT 2 | a.PS_PARTKEY AS PARTKEY, 3 | a.PS_SUPPKEY AS SUPPLIERKEY, 4 | a.PS_AVAILQTY AS AVAILQTY, 5 | a.PS_SUPPLYCOST AS SUPPLYCOST, 6 | a.PS_COMMENT AS PART_SUPPLY_COMMENT, 7 | b.S_NAME AS SUPPLIER_NAME, 8 | b.S_ADDRESS AS SUPPLIER_ADDRESS, 9 | b.S_NATIONKEY AS SUPPLIER_NATION_KEY, 10 | b.S_PHONE AS SUPPLIER_PHONE, 11 | b.S_ACCTBAL AS SUPPLIER_ACCTBAL, 12 | b.S_COMMENT AS SUPPLIER_COMMENT, 13 | c.P_NAME AS PART_NAME, 14 | c.P_MFGR AS PART_MFGR, 15 | c.P_BRAND AS PART_BRAND, 16 | c.P_TYPE AS PART_TYPE, 17 | c.P_SIZE AS PART_SIZE, 18 | c.P_CONTAINER AS PART_CONTAINER, 19 | c.P_RETAILPRICE AS PART_RETAILPRICE, 20 | c.P_COMMENT AS PART_COMMENT, 21 | d.N_NAME AS SUPPLIER_NATION_NAME, 22 | d.N_COMMENT AS SUPPLIER_NATION_COMMENT, 23 | d.N_REGIONKEY AS SUPPLIER_REGION_KEY, 24 | e.R_NAME AS SUPPLIER_REGION_NAME, 25 | e.R_COMMENT AS SUPPLIER_REGION_COMMENT 26 | FROM {{ source('tpch_sample', 'PARTSUPP') }} AS a 27 | LEFT JOIN {{ source('tpch_sample', 'SUPPLIER') }} AS b 28 | ON a.PS_SUPPKEY = b.S_SUPPKEY 29 | LEFT JOIN {{ source('tpch_sample', 'PART') }} AS c 30 | ON a.PS_PARTKEY = c.P_PARTKEY 31 | LEFT JOIN {{ source('tpch_sample', 'NATION') }} AS d 32 | ON b.S_NATIONKEY = d.N_NATIONKEY 33 | LEFT JOIN {{ source('tpch_sample', 'REGION') }} AS e 34 | ON d.N_REGIONKEY = e.R_REGIONKEY 35 | JOIN {{ ref('raw_orders') }} AS f 36 | ON a.PS_PARTKEY = f.PARTKEY AND a.PS_SUPPKEY=f.SUPPLIERKEY 37 | ORDER BY a.PS_PARTKEY, a.PS_SUPPKEY -------------------------------------------------------------------------------- /models/raw_stage/raw_orders.sql: -------------------------------------------------------------------------------- 1 | SELECT 2 | a.L_ORDERKEY AS ORDERKEY, 3 | a.L_PARTKEY AS PARTKEY , 4 | a.L_SUPPKEY AS SUPPLIERKEY, 5 | a.L_LINENUMBER AS LINENUMBER, 6 | a.L_QUANTITY AS QUANTITY, 7 | a.L_EXTENDEDPRICE AS EXTENDEDPRICE, 8 | a.L_DISCOUNT AS DISCOUNT, 9 | a.L_TAX AS TAX, 10 | a.L_RETURNFLAG AS RETURNFLAG, 11 | a.L_LINESTATUS AS LINESTATUS, 12 | a.L_SHIPDATE AS SHIPDATE, 13 | a.L_COMMITDATE AS COMMITDATE, 14 | a.L_RECEIPTDATE AS RECEIPTDATE, 15 | a.L_SHIPINSTRUCT AS SHIPINSTRUCT, 16 | a.L_SHIPMODE AS SHIPMODE, 17 | a.L_COMMENT AS LINE_COMMENT, 18 | b.O_CUSTKEY AS CUSTOMERKEY, 19 | b.O_ORDERSTATUS AS ORDERSTATUS, 20 | b.O_TOTALPRICE AS TOTALPRICE, 21 | b.O_ORDERDATE AS ORDERDATE, 22 | b.O_ORDERPRIORITY AS ORDERPRIORITY, 23 | b.O_CLERK AS CLERK, 24 | b.O_SHIPPRIORITY AS SHIPPRIORITY, 25 | b.O_COMMENT AS ORDER_COMMENT, 26 | c.C_NAME AS CUSTOMER_NAME, 27 | c.C_ADDRESS AS CUSTOMER_ADDRESS, 28 | c.C_NATIONKEY AS CUSTOMER_NATION_KEY, 29 | c.C_PHONE AS CUSTOMER_PHONE, 30 | c.C_ACCTBAL AS CUSTOMER_ACCBAL, 31 | c.C_MKTSEGMENT AS CUSTOMER_MKTSEGMENT, 32 | c.C_COMMENT AS CUSTOMER_COMMENT, 33 | d.N_NAME AS CUSTOMER_NATION_NAME, 34 | d.N_REGIONKEY AS CUSTOMER_REGION_KEY, 35 | d.N_COMMENT AS CUSTOMER_NATION_COMMENT, 36 | e.R_NAME AS CUSTOMER_REGION_NAME, 37 | e.R_COMMENT AS CUSTOMER_REGION_COMMENT 38 | FROM {{ source('tpch_sample', 'ORDERS') }} AS b 39 | LEFT JOIN {{ source('tpch_sample', 'LINEITEM') }} AS a 40 | ON a.L_ORDERKEY = b.O_ORDERKEY 41 | LEFT JOIN {{ source('tpch_sample', 'CUSTOMER') }} AS c 42 | ON b.O_CUSTKEY = c.C_CUSTKEY 43 | LEFT JOIN {{ source('tpch_sample', 'NATION') }} AS d 44 | ON c.C_NATIONKEY = d.N_NATIONKEY 45 | LEFT JOIN {{ source('tpch_sample', 'REGION') }} AS e 46 | ON d.N_REGIONKEY = e.R_REGIONKEY 47 | LEFT JOIN {{ source('tpch_sample', 'PART') }} AS g 48 | ON a.L_PARTKEY = g.P_PARTKEY 49 | LEFT JOIN {{ source('tpch_sample', 'SUPPLIER') }} AS h 50 | ON a.L_SUPPKEY = h.S_SUPPKEY 51 | LEFT JOIN {{ source('tpch_sample', 'NATION') }} AS j 52 | ON h.S_NATIONKEY = j.N_NATIONKEY 53 | LEFT JOIN {{ source('tpch_sample', 'REGION') }} AS k 54 | ON j.N_REGIONKEY = k.R_REGIONKEY 55 | WHERE b.O_ORDERDATE = TO_DATE('{{ var('load_date') }}') -------------------------------------------------------------------------------- /models/raw_stage/raw_transactions.sql: -------------------------------------------------------------------------------- 1 | SELECT 2 | b.O_ORDERKEY AS ORDER_ID, 3 | b.O_CUSTKEY AS CUSTOMER_ID, 4 | b.O_ORDERDATE AS ORDER_DATE, 5 | DATEADD(DAY, 20, b.O_ORDERDATE) AS TRANSACTION_DATE, 6 | TO_NUMBER(RPAD(CONCAT(b.O_ORDERKEY, b.O_CUSTKEY, TO_CHAR(b.O_ORDERDATE, 'YYYYMMDD')), 24, '0')) AS TRANSACTION_NUMBER, 7 | b.O_TOTALPRICE AS AMOUNT, 8 | CAST( 9 | CASE ABS(MOD(RANDOM(1), 2)) + 1 10 | WHEN 1 THEN 'DR' 11 | WHEN 2 THEN 'CR' 12 | END AS VARCHAR(2)) AS TYPE 13 | FROM {{ source('tpch_sample', 'ORDERS') }} AS b 14 | LEFT JOIN {{ source('tpch_sample', 'CUSTOMER') }} AS c 15 | ON b.O_CUSTKEY = c.C_CUSTKEY 16 | WHERE b.O_ORDERDATE = TO_DATE('{{ var('load_date') }}') -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_customer.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "CUSTOMER_PK" -%} 3 | {%- set src_nk = "CUSTOMERKEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_lineitem.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "LINEITEM_PK" -%} 3 | {%- set src_nk = ["LINENUMBER", "ORDERKEY"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_nation.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = ["v_stg_orders", "v_stg_inventory"] -%} 2 | {%- set src_pk = "NATION_PK" -%} 3 | {%- set src_nk = "NATION_KEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_order.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "ORDER_PK" -%} 3 | {%- set src_nk = "ORDERKEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_part.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = ["v_stg_orders", "v_stg_inventory"] -%} 2 | {%- set src_pk = "PART_PK" -%} 3 | {%- set src_nk = "PARTKEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_region.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = ["v_stg_orders", "v_stg_inventory"] -%} 2 | {%- set src_pk = "REGION_PK" -%} 3 | {%- set src_nk = "REGION_KEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/hubs/hub_supplier.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = ["v_stg_orders", "v_stg_inventory"] -%} 2 | {%- set src_pk = "SUPPLIER_PK" -%} 3 | {%- set src_nk = "SUPPLIERKEY" -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.hub(src_pk=src_pk, src_nk=src_nk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} -------------------------------------------------------------------------------- /models/raw_vault/links/link_customer_nation.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "LINK_CUSTOMER_NATION_PK" -%} 3 | {%- set src_fk = ["CUSTOMER_PK", "NATION_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_customer_order.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "ORDER_CUSTOMER_PK" -%} 3 | {%- set src_fk = ["CUSTOMER_PK", "ORDER_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_inventory.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "INVENTORY_PK" -%} 3 | {%- set src_fk = ["SUPPLIER_PK", "PART_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_inventory_allocation.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "INVENTORY_ALLOCATION_PK" -%} 3 | {%- set src_fk = ["PART_PK", "SUPPLIER_PK", "LINEITEM_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_nation_region.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = ["v_stg_orders", "v_stg_inventory"] -%} 2 | {%- set src_pk = "NATION_REGION_PK" -%} 3 | {%- set src_fk = ["NATION_PK", "REGION_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_order_lineitem.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "LINK_LINEITEM_ORDER_PK" -%} 3 | {%- set src_fk = ["ORDER_PK", "LINEITEM_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/links/link_supplier_nation.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "LINK_SUPPLIER_NATION_PK" -%} 3 | {%- set src_fk = ["SUPPLIER_PK", "NATION_PK"] -%} 4 | {%- set src_ldts = "LOAD_DATE" -%} 5 | {%- set src_source = "RECORD_SOURCE" -%} 6 | 7 | {{ automate_dv.link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 8 | src_source=src_source, source_model=source_model) }} 9 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_inv_inventory_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "INVENTORY_PK" -%} 3 | {%- set src_hashdiff = "INVENTORY_HASHDIFF" -%} 4 | {%- set src_payload = ["AVAILQTY", "SUPPLYCOST", "PART_SUPPLY_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_inv_part_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "PART_PK" -%} 3 | {%- set src_hashdiff = "PART_HASHDIFF" -%} 4 | {%- set src_payload = ["PART_NAME", "PART_MFGR", "PART_BRAND", "PART_TYPE", "PART_SIZE", "PART_CONTAINER", "PART_RETAILPRICE", "PART_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_inv_supp_nation_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "SUPPLIER_PK" -%} 3 | {%- set src_hashdiff = "SUPPLIER_NATION_HASHDIFF" -%} 4 | {%- set src_payload = ["SUPPLIER_NATION_NAME", "SUPPLIER_NATION_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_inv_supp_region_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "SUPPLIER_PK" -%} 3 | {%- set src_hashdiff = "SUPPLIER_NATION_HASHDIFF" -%} 4 | {%- set src_payload = ["SUPPLIER_NATION_NAME", "SUPPLIER_NATION_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_inv_supplier_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_inventory" -%} 2 | {%- set src_pk = "SUPPLIER_PK" -%} 3 | {%- set src_hashdiff = "SUPPLIER_HASHDIFF" -%} 4 | {%- set src_payload = ["SUPPLIER_ADDRESS", "SUPPLIER_PHONE", "SUPPLIER_ACCTBAL", "SUPPLIER_NAME", "SUPPLIER_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_order_cust_nation_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "CUSTOMER_PK" -%} 3 | {%- set src_hashdiff = "CUSTOMER_NATION_HASHDIFF" -%} 4 | {%- set src_payload = ["CUSTOMER_NATION_NAME", "CUSTOMER_NATION_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_order_cust_region_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "CUSTOMER_PK" -%} 3 | {%- set src_hashdiff = "CUSTOMER_REGION_HASHDIFF" -%} 4 | {%- set src_payload = ["CUSTOMER_REGION_NAME", "CUSTOMER_REGION_COMMENT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_ldts=src_ldts, src_source=src_source, 12 | source_model=source_model) }} 13 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_order_customer_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "CUSTOMER_PK" -%} 3 | {%- set src_hashdiff = "CUSTOMER_HASHDIFF" -%} 4 | {%- set src_payload = ["CUSTOMER_NAME", "CUSTOMER_ADDRESS", "CUSTOMER_PHONE", 5 | "CUSTOMER_ACCBAL", "CUSTOMER_MKTSEGMENT", "CUSTOMER_COMMENT"] -%} 6 | {%- set src_eff = "EFFECTIVE_FROM" -%} 7 | {%- set src_ldts = "LOAD_DATE" -%} 8 | {%- set src_source = "RECORD_SOURCE" -%} 9 | 10 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 11 | src_payload=src_payload, src_eff=src_eff, 12 | src_ldts=src_ldts, src_source=src_source, 13 | source_model=source_model) }} 14 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_order_lineitem_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "LINEITEM_PK" -%} 3 | {%- set src_hashdiff = "LINEITEM_HASHDIFF" -%} 4 | {%- set src_payload = ["COMMITDATE", "DISCOUNT", "EXTENDEDPRICE", "LINE_COMMENT", 5 | "QUANTITY", "RECEIPTDATE", "RETURNFLAG", "SHIPDATE", 6 | "SHIPINSTRUCT", "SHIPMODE", "TAX"] -%} 7 | {%- set src_eff = "EFFECTIVE_FROM" -%} 8 | {%- set src_ldts = "LOAD_DATE" -%} 9 | {%- set src_source = "RECORD_SOURCE" -%} 10 | 11 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 12 | src_payload=src_payload, src_eff=src_eff, 13 | src_ldts=src_ldts, src_source=src_source, 14 | source_model=source_model) }} 15 | -------------------------------------------------------------------------------- /models/raw_vault/sats/sat_order_order_details.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_orders" -%} 2 | {%- set src_pk = "ORDER_PK" -%} 3 | {%- set src_hashdiff = "ORDER_HASHDIFF" -%} 4 | {%- set src_payload = ["ORDERSTATUS", "TOTALPRICE", "ORDERDATE", "ORDERPRIORITY", 5 | "CLERK", "SHIPPRIORITY", "ORDER_COMMENT"] -%} 6 | {%- set src_eff = "EFFECTIVE_FROM" -%} 7 | {%- set src_ldts = "LOAD_DATE" -%} 8 | {%- set src_source = "RECORD_SOURCE" -%} 9 | 10 | {{ automate_dv.sat(src_pk=src_pk, src_hashdiff=src_hashdiff, 11 | src_payload=src_payload, src_eff=src_eff, 12 | src_ldts=src_ldts, src_source=src_source, 13 | source_model=source_model) }} 14 | -------------------------------------------------------------------------------- /models/raw_vault/t_links/t_link_transactions.sql: -------------------------------------------------------------------------------- 1 | {%- set source_model = "v_stg_transactions" -%} 2 | {%- set src_pk = "TRANSACTION_PK" -%} 3 | {%- set src_fk = ["CUSTOMER_PK", "ORDER_PK"] -%} 4 | {%- set src_payload = ["TRANSACTION_NUMBER", "TRANSACTION_DATE", "TYPE", "AMOUNT"] -%} 5 | {%- set src_eff = "EFFECTIVE_FROM" -%} 6 | {%- set src_ldts = "LOAD_DATE" -%} 7 | {%- set src_source = "RECORD_SOURCE" -%} 8 | 9 | {{ automate_dv.t_link(src_pk=src_pk, src_fk=src_fk, src_ldts=src_ldts, 10 | src_payload=src_payload, src_eff=src_eff, 11 | src_source=src_source, source_model=source_model) }} 12 | -------------------------------------------------------------------------------- /models/schema.yml: -------------------------------------------------------------------------------- 1 | version: 2 2 | 3 | sources: 4 | - name: tpch_sample 5 | database: SNOWFLAKE_SAMPLE_DATA 6 | schema: TPCH_SF{{ var('tpch_size', 10) }} 7 | tables: 8 | - name: LINEITEM 9 | - name: CUSTOMER 10 | - name: ORDERS 11 | - name: PARTSUPP 12 | - name: SUPPLIER 13 | - name: PART 14 | - name: NATION 15 | - name: REGION 16 | -------------------------------------------------------------------------------- /models/stage/v_stg_inventory.sql: -------------------------------------------------------------------------------- 1 | {%- set yaml_metadata -%} 2 | source_model: 'raw_inventory' 3 | derived_columns: 4 | NATION_KEY: 'SUPPLIER_NATION_KEY' 5 | REGION_KEY: 'SUPPLIER_REGION_KEY' 6 | RECORD_SOURCE: '!TPCH-INVENTORY' 7 | hashed_columns: 8 | SUPPLIER_PK: 'SUPPLIERKEY' 9 | SUPPLIER_NATION_PK: 'SUPPLIER_NATION_KEY' 10 | SUPPLIER_REGION_PK: 'SUPPLIER_REGION_KEY' 11 | REGION_PK: 'SUPPLIER_REGION_KEY' 12 | NATION_PK: 'SUPPLIER_NATION_KEY' 13 | NATION_REGION_PK: 14 | - 'SUPPLIER_NATION_KEY' 15 | - 'SUPPLIER_REGION_KEY' 16 | LINK_SUPPLIER_NATION_PK: 17 | - 'SUPPLIERKEY' 18 | - 'SUPPLIER_NATION_KEY' 19 | PART_PK: 'PARTKEY' 20 | INVENTORY_PK: 21 | - 'PARTKEY' 22 | - 'SUPPLIERKEY' 23 | SUPPLIER_HASHDIFF: 24 | is_hashdiff: true 25 | columns: 26 | - 'SUPPLIERKEY' 27 | - 'SUPPLIER_ACCTBAL' 28 | - 'SUPPLIER_ADDRESS' 29 | - 'SUPPLIER_PHONE' 30 | - 'SUPPLIER_COMMENT' 31 | - 'SUPPLIER_NAME' 32 | PART_HASHDIFF: 33 | is_hashdiff: true 34 | columns: 35 | - 'PARTKEY' 36 | - 'PART_BRAND' 37 | - 'PART_COMMENT' 38 | - 'PART_CONTAINER' 39 | - 'PART_MFGR' 40 | - 'PART_NAME' 41 | - 'PART_RETAILPRICE' 42 | - 'PART_SIZE' 43 | - 'PART_TYPE' 44 | SUPPLIER_REGION_HASHDIFF: 45 | is_hashdiff: true 46 | columns: 47 | - 'SUPPLIER_REGION_KEY' 48 | - 'SUPPLIER_REGION_COMMENT' 49 | - 'SUPPLIER_REGION_NAME' 50 | SUPPLIER_NATION_HASHDIFF: 51 | is_hashdiff: true 52 | columns: 53 | - 'SUPPLIER_NATION_KEY' 54 | - 'SUPPLIER_NATION_COMMENT' 55 | - 'SUPPLIER_NATION_NAME' 56 | INVENTORY_HASHDIFF: 57 | is_hashdiff: true 58 | columns: 59 | - 'PARTKEY' 60 | - 'SUPPLIERKEY' 61 | - 'AVAILQTY' 62 | - 'SUPPLYCOST' 63 | - 'PART_SUPPLY_COMMENT' 64 | {%- endset -%} 65 | 66 | {% set metadata_dict = fromyaml(yaml_metadata) %} 67 | 68 | {% set source_model = metadata_dict['source_model'] %} 69 | 70 | {% set derived_columns = metadata_dict['derived_columns'] %} 71 | 72 | {% set hashed_columns = metadata_dict['hashed_columns'] %} 73 | 74 | 75 | WITH staging AS ( 76 | {{ automate_dv.stage(include_source_columns=true, 77 | source_model=source_model, 78 | derived_columns=derived_columns, 79 | hashed_columns=hashed_columns, 80 | ranked_columns=none) }} 81 | ) 82 | 83 | SELECT *, 84 | TO_DATE('{{ var('load_date') }}') AS LOAD_DATE, 85 | TO_DATE('{{ var('load_date') }}') AS EFFECTIVE_FROM 86 | FROM staging -------------------------------------------------------------------------------- /models/stage/v_stg_orders.sql: -------------------------------------------------------------------------------- 1 | {%- set yaml_metadata -%} 2 | source_model: 'raw_orders' 3 | derived_columns: 4 | CUSTOMER_KEY: 'CUSTOMERKEY' 5 | NATION_KEY: 'CUSTOMER_NATION_KEY' 6 | REGION_KEY: 'CUSTOMER_REGION_KEY' 7 | RECORD_SOURCE: '!TPCH-ORDERS' 8 | EFFECTIVE_FROM: 'ORDERDATE' 9 | hashed_columns: 10 | CUSTOMER_PK: 'CUSTOMER_KEY' 11 | LINK_CUSTOMER_NATION_PK: 12 | - 'CUSTOMER_KEY' 13 | - 'CUSTOMER_NATION_KEY' 14 | CUSTOMER_NATION_PK: 'CUSTOMER_NATION_KEY' 15 | CUSTOMER_REGION_PK: 'CUSTOMER_REGION_KEY' 16 | NATION_PK: 'CUSTOMER_NATION_KEY' 17 | REGION_PK: 'CUSTOMER_REGION_KEY' 18 | NATION_REGION_PK: 19 | - 'CUSTOMER_NATION_KEY' 20 | - 'CUSTOMER_REGION_KEY' 21 | ORDER_PK: 'ORDERKEY' 22 | ORDER_CUSTOMER_PK: 23 | - 'CUSTOMER_KEY' 24 | - 'ORDERKEY' 25 | LINEITEM_PK: 26 | - 'ORDERKEY' 27 | - 'LINENUMBER' 28 | LINK_LINEITEM_ORDER_PK: 29 | - 'ORDERKEY' 30 | - 'ORDERKEY' 31 | - 'LINENUMBER' 32 | PART_PK: 'PARTKEY' 33 | SUPPLIER_PK: 'SUPPLIERKEY' 34 | INVENTORY_PK: 35 | - 'PARTKEY' 36 | - 'SUPPLIERKEY' 37 | INVENTORY_ALLOCATION_PK: 38 | - 'LINENUMBER' 39 | - 'PARTKEY' 40 | - 'SUPPLIERKEY' 41 | CUSTOMER_HASHDIFF: 42 | is_hashdiff: true 43 | columns: 44 | - 'CUSTOMER_KEY' 45 | - 'CUSTOMER_NAME' 46 | - 'CUSTOMER_ADDRESS' 47 | - 'CUSTOMER_PHONE' 48 | - 'CUSTOMER_ACCBAL' 49 | - 'CUSTOMER_MKTSEGMENT' 50 | - 'CUSTOMER_COMMENT' 51 | CUSTOMER_NATION_HASHDIFF: 52 | is_hashdiff: true 53 | columns: 54 | - 'CUSTOMER_NATION_NAME' 55 | - 'CUSTOMER_NATION_COMMENT' 56 | - 'CUSTOMER_NATION_KEY' 57 | CUSTOMER_REGION_HASHDIFF: 58 | is_hashdiff: true 59 | columns: 60 | - 'CUSTOMER_REGION_NAME' 61 | - 'CUSTOMER_REGION_COMMENT' 62 | - 'CUSTOMER_REGION_KEY' 63 | LINEITEM_HASHDIFF: 64 | is_hashdiff: true 65 | columns: 66 | - 'ORDERKEY' 67 | - 'LINENUMBER' 68 | - 'COMMITDATE' 69 | - 'DISCOUNT' 70 | - 'EXTENDEDPRICE' 71 | - 'LINESTATUS' 72 | - 'LINE_COMMENT' 73 | - 'QUANTITY' 74 | - 'RECEIPTDATE' 75 | - 'RETURNFLAG' 76 | - 'SHIPDATE' 77 | - 'SHIPINSTRUCT' 78 | - 'SHIPMODE' 79 | - 'TAX' 80 | ORDER_HASHDIFF: 81 | is_hashdiff: true 82 | columns: 83 | - 'ORDERKEY' 84 | - 'CLERK' 85 | - 'ORDERDATE' 86 | - 'ORDERPRIORITY' 87 | - 'ORDERSTATUS' 88 | - 'ORDER_COMMENT' 89 | - 'SHIPPRIORITY' 90 | - 'TOTALPRICE' 91 | {%- endset -%} 92 | 93 | {% set metadata_dict = fromyaml(yaml_metadata) %} 94 | 95 | {% set source_model = metadata_dict['source_model'] %} 96 | 97 | {% set derived_columns = metadata_dict['derived_columns'] %} 98 | 99 | {% set hashed_columns = metadata_dict['hashed_columns'] %} 100 | 101 | WITH staging AS ( 102 | {{ automate_dv.stage(include_source_columns=true, 103 | source_model=source_model, 104 | derived_columns=derived_columns, 105 | hashed_columns=hashed_columns, 106 | ranked_columns=none) }} 107 | ) 108 | 109 | SELECT *, 110 | TO_DATE('{{ var('load_date') }}') AS LOAD_DATE 111 | FROM staging 112 | -------------------------------------------------------------------------------- /models/stage/v_stg_transactions.sql: -------------------------------------------------------------------------------- 1 | {%- set yaml_metadata -%} 2 | source_model: 'raw_transactions' 3 | derived_columns: 4 | RECORD_SOURCE: '!RAW_TRANSACTIONS' 5 | LOAD_DATE: DATEADD(DAY, 1, TRANSACTION_DATE) 6 | EFFECTIVE_FROM: 'TRANSACTION_DATE' 7 | hashed_columns: 8 | TRANSACTION_PK: 9 | - 'CUSTOMER_ID' 10 | - 'TRANSACTION_NUMBER' 11 | CUSTOMER_PK: 'CUSTOMER_ID' 12 | ORDER_PK: 'ORDER_ID' 13 | {%- endset -%} 14 | 15 | {% set metadata_dict = fromyaml(yaml_metadata) %} 16 | 17 | {% set source_model = metadata_dict['source_model'] %} 18 | 19 | {% set derived_columns = metadata_dict['derived_columns'] %} 20 | 21 | {% set hashed_columns = metadata_dict['hashed_columns'] %} 22 | 23 | {{ automate_dv.stage(include_source_columns=true, 24 | source_model=source_model, 25 | derived_columns=derived_columns, 26 | hashed_columns=hashed_columns, 27 | ranked_columns=none) }} -------------------------------------------------------------------------------- /packages.yml: -------------------------------------------------------------------------------- 1 | packages: 2 | - package: Datavault-UK/automate_dv 3 | version: 0.9.7 4 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | agate==1.6.3 2 | asn1crypto==1.5.1 3 | attrs==21.4.0 4 | Babel==2.10.3 5 | betterproto==1.2.5 6 | certifi==2022.6.15 7 | cffi==1.15.1 8 | charset-normalizer==2.0.12 9 | click==8.1.3 10 | colorama==0.4.4 11 | cryptography==3.4.8 12 | dbt-core==1.4.6 13 | dbt-extractor==0.4.1 14 | dbt-snowflake==1.4.3 15 | filelock==3.12.2 16 | future==0.18.2 17 | grpclib==0.4.5 18 | h2==4.1.0 19 | hologram==0.0.15 20 | hpack==4.0.0 21 | hyperframe==6.0.1 22 | idna==3.3 23 | importlib-metadata==4.12.0 24 | isodate==0.6.1 25 | jeepney==0.8.0 26 | Jinja2==3.1.2 27 | jsonschema==3.2.0 28 | keyring==23.7.0 29 | leather==0.3.4 30 | Logbook==1.5.3 31 | MarkupSafe==2.0.1 32 | mashumaro==3.3.1 33 | minimal-snowplow-tracker==0.0.2 34 | msgpack==1.0.4 35 | multidict==6.0.4 36 | networkx==2.8.3 37 | oscrypto==1.3.0 38 | packaging==21.3 39 | parsedatetime==2.4 40 | pathspec==0.10.3 41 | pycparser==2.21 42 | pycryptodomex==3.15.0 43 | PyJWT==2.4.0 44 | pyOpenSSL==21.0.0 45 | pyparsing==3.0.9 46 | pyrsistent==0.18.1 47 | python-dateutil==2.8.2 48 | python-slugify==6.1.2 49 | pytimeparse==1.1.8 50 | pytz==2022.1 51 | PyYAML==6.0 52 | requests==2.28.1 53 | SecretStorage==3.3.2 54 | six==1.16.0 55 | snowflake-connector-python==3.0.4 56 | sortedcontainers==2.4.0 57 | sqlparse==0.4.2 58 | stringcase==1.2.0 59 | text-unidecode==1.3 60 | typing_extensions==4.3.0 61 | urllib3==1.26.10 62 | Werkzeug==2.1.2 63 | zipp==3.8.1 64 | --------------------------------------------------------------------------------