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Put customers and orders tables into warehouse
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alexmalins committed Dec 8, 2022
1 parent ccff414 commit 7a039e5
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version: 2

models:
- name: customers
- name: wh_customers
meta:
owner: "[email protected]"
team_owner: '!subteam^S02GPV1135F' #@dbt_gatekeepers
description: This table has basic information about a customer, as well as some derived facts based on a customer's orders

columns:
- name: customer_id
description: This is a unique identifier for a customer
tests:
- unique
- not_null

- name: first_name
description: Customer's first name. PII.

- name: last_name
description: Customer's last name. PII.

- name: first_order
description: Date (UTC) of a customer's first order

- name: most_recent_order
description: Date (UTC) of a customer's most recent order

- name: number_of_orders
description: Count of the number of orders a customer has placed

- name: total_order_amount
description: Total value (AUD) of a customer's orders

- name: orders
- name: wh_orders
meta:
owner: "[email protected]"
team_owner: '!subteam^S02GPV1135F' #@dbt_gatekeepers
description: This table has basic information about orders, as well as some derived facts based on payments

columns:
- name: order_id
tests:
- unique
- not_null
description: This is a unique identifier for an order

- name: customer_id
description: Foreign key to the customers table
tests:
- not_null
- relationships:
to: ref('customers')
to: ref('wh_customers')
field: customer_id

- name: order_date
description: Date (UTC) that the order was placed

- name: status
description: '{{ doc("orders_status") }}'
tests:
- accepted_values:
values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']

- name: amount
description: Total amount (AUD) of the order
tests:
- not_null

- name: credit_card_amount
description: Amount of the order (AUD) paid for by credit card
tests:
- not_null

- name: coupon_amount
description: Amount of the order (AUD) paid for by coupon
tests:
- not_null

- name: bank_transfer_amount
description: Amount of the order (AUD) paid for by bank transfer
tests:
- not_null

- name: gift_card_amount
description: Amount of the order (AUD) paid for by gift card
tests:
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select
customers.customer_id,
customers.first_name,
customers.last_name,
customers.first_name_hash,
customers.last_name_hash,
customer_orders.first_order,
customer_orders.most_recent_order,
customer_orders.number_of_orders,
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2 changes: 2 additions & 0 deletions jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv
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fct_name,column_name,id_to_exclude,comment
fct_staging_dependent_on_staging,parent,stg_customers_pii,Scrubbing pii permitted in staging layer.

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