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version: 2 | ||
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models: | ||
- name: customers | ||
description: This table has basic information about a customer, as well as some derived facts based on a customer's orders | ||
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columns: | ||
- name: customer_id | ||
description: This is a unique identifier for a customer | ||
tests: | ||
- unique | ||
- not_null | ||
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- name: first_name | ||
description: Customer's first name. PII. | ||
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- name: last_name | ||
description: Customer's last name. PII. | ||
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- name: first_order | ||
description: Date (UTC) of a customer's first order | ||
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- name: most_recent_order | ||
description: Date (UTC) of a customer's most recent order | ||
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- name: number_of_orders | ||
description: Count of the number of orders a customer has placed | ||
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- name: total_order_amount | ||
description: Total value (AUD) of a customer's orders | ||
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- name: orders | ||
description: This table has basic information about orders, as well as some derived facts based on payments | ||
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columns: | ||
- name: order_id | ||
tests: | ||
- unique | ||
- not_null | ||
description: This is a unique identifier for an order | ||
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- name: customer_id | ||
description: Foreign key to the customers table | ||
tests: | ||
- not_null | ||
- relationships: | ||
to: ref('customers') | ||
field: customer_id | ||
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- name: order_date | ||
description: Date (UTC) that the order was placed | ||
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- name: status | ||
description: '{{ doc("orders_status") }}' | ||
tests: | ||
- accepted_values: | ||
# this test will fail, since this column has more values | ||
values: ['placed'] | ||
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- name: amount | ||
description: Total amount (AUD) of the order | ||
tests: | ||
- not_null | ||
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- name: credit_card_amount | ||
description: Amount of the order (AUD) paid for by credit card | ||
tests: | ||
- not_null | ||
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- name: coupon_amount | ||
description: Amount of the order (AUD) paid for by coupon | ||
tests: | ||
- not_null | ||
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- name: bank_transfer_amount | ||
description: Amount of the order (AUD) paid for by bank transfer | ||
tests: | ||
- not_null | ||
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- name: gift_card_amount | ||
description: Amount of the order (AUD) paid for by gift card | ||
tests: | ||
- not_null | ||
config: | ||
severity: warn | ||
warn_if: ">1" |