Luke r-d dbt cert

jaffle_shop/models/final/finance/_exposures.yml

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+version: 2
+
+exposures:
+  - name: fnl_finance_customerreturns
+    label: fnl_finance_customerreturns
+    description: Inksacio data app with dashboard showing the financial value of customer returns
+    type: dashboard
+    url: https://inksacio.eks.octopus.engineering/my_certification_dashboard/
+    owner:
+      email: [email protected]
+    depends_on:
+      - ref('fnl_finance_customerreturns')

jaffle_shop/models/final/finance/_models.yml

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+version: 2
+
+models:
+  - name: fnl_finance_customerreturns
+    access: public
+    config:
+      group: industry_operations
+    meta:
+      owner: [email protected]
+    description: |
+      This model contains one row per customer and the total financial value of their returned orders.
+    columns:
+      - name: customer_id
+        tests:
+          - unique
+          - not_null

jaffle_shop/models/final/finance/fnl_finance_customerreturns.sql

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+SELECT
+    customer_id
+    , SUM(amount) AS total_amount_returned
+
+FROM {{ ref('wh_orders') }}
+
+WHERE status = 'returned'
+
+GROUP BY customer_id

jaffle_shop/models/final/sales/_exposures.yml

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+version: 2
+
+exposures:
+  - name: fnl_sales_newcustomersmonthly
+    label: fnl_sales_newcustomersmonthly
+    description: Inksacio data app with dashboard showing the total number of new customers per month
+    type: dashboard
+    url: https://inksacio.eks.octopus.engineering/my_certification_dashboard/
+    owner:
+      email: [email protected]
+    depends_on:
+      - ref('fnl_sales_newcustomersmonthly')

jaffle_shop/models/final/sales/_models.yml

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+version: 2
+
+models:
+  - name: fnl_sales_newcustomersmonthly
+    access: public
+    config:
+      group: industry_operations
+    meta:
+      owner: [email protected]
+    description: |
+      This model contains one row per month and the total number of customers making their first order in that month.
+    columns:
+      - name: first_order_month
+        tests:
+          - unique
+          - not_null

jaffle_shop/models/final/sales/fnl_sales_newcustomersmonthly.sql

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+SELECT
+DATE_TRUNC('month', first_order) AS first_order_month
+-- No need to use count distinct here, as wh_customers has one row per customer
+, COUNT(customer_id) AS new_customers
+
+FROM {{ ref('wh_customers') }} AS customers
+
+GROUP BY DATE_TRUNC('month', first_order)

jaffle_shop/models/staging/src_seed/_models.yml

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+version: 2
+
+models:
+  - name: stg_customers_pii
+    access: public
+    config:
+      group: industry_operations
+    meta:
+      owner: [email protected]
+      sensitive: true
+    description: |
+      This model contains one row per customer, alongside their first and last time.
+    columns:
+      - name: customer_id
+        tests:
+          - unique
+          - not_null
+      - name: first_name
+        meta:
+          sensitive: true
+      - name: last_name
+        meta:
+          sensitive: true
+
+  - name: stg_customers
+    access: public
+    config:
+      group: industry_operations
+    owner: [email protected]
+    description: |
+      This model contains one row per customer, alongside their first and last time, which
+      are hashed to protect personally identifiable information (PII).
+    columns:
+      - name: customer_id
+        tests:
+          - unique
+          - not_null
+
+  - name: stg_orders
+    access: public
+    config:
+      group: industry_operations
+    owner: [email protected]
+    description: |
+      This model contains one row per order made by a customer, alongside
+      the order date and status.
+    columns:
+      - name: order_id
+        tests:
+          - unique
+          - not_null
+      - name: status
+        tests:
+          - accepted_values:
+              values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']
+
+  - name: stg_payments
+    access: public
+    config:
+      group: industry_operations
+    owner: [email protected]
+    description: |
+      This model contains one row per payment associated with an order, alongside
+      the payment method.
+    columns:
+      - name: payment_id
+        tests:
+          - unique
+          - not_null
+      - name: payment_method
+        tests:
+          - accepted_values:
+              values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card']

jaffle_shop/models/staging/src_seed/stg_customers.sql

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+SELECT
+  {{ hash_sensitive_columns('stg_customers_pii') }}
+FROM {{ ref('stg_customers_pii') }}

jaffle_shop/models/staging/src_seed/stg_customers_pii.sql

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+SELECT
+    id AS customer_id
+    , NULLIF(first_name, '') AS first_name
+    , NULLIF(last_name, '') AS last_name
+
+FROM {{ ref('raw_customers') }}

jaffle_shop/models/staging/src_seed/stg_orders.sql

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+SELECT
+    id AS order_id
+    , user_id AS customer_id
+    , order_date
+    , NULLIF(status, '') AS status
+
+FROM {{ ref('raw_orders') }}

jaffle_shop/models/staging/src_seed/stg_payments.sql

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+SELECT
+    id AS payment_id
+    , order_id
+    , NULLIF(payment_method, '') AS payment_method
+    -- `amount` is currently stored in cents, so we convert it to dollars
+    , amount / 100 AS amount
+
+    FROM {{ ref('raw_payments') }}