diff --git a/.circleci/config.yml b/.circleci/config.yml index c7ee0722c..ea0e3c015 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -79,4 +79,7 @@ workflows: test: jobs: - run-python-tests - - run-dbt-project-evaluator \ No newline at end of file + - run-dbt-project-evaluator + + + diff --git a/Pipfile b/Pipfile index 836ef1397..5dba9567a 100644 --- a/Pipfile +++ b/Pipfile @@ -4,7 +4,7 @@ verify_ssl = true name = "pypi" [packages] -dbt-core = "==1.3.0" +dbt-core = "==1.7.17" dbt-databricks = {extras = ["odbc"]} pytest-mock = "*" glob2 = "*" diff --git a/Pipfile.lock b/Pipfile.lock index f8d9c41d4..6fe834cbb 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "fdc73e9c032079052e940c732affb9526bddab92ec30d99cc8faaf98c9b67d72" + "sha256": "f56dfb578159496931701f6e0c2ce910ab81bca15b2ef4838073b77c7decd732" }, "pipfile-spec": 6, "requires": { @@ -18,199 +18,343 @@ "default": { "agate": { "hashes": [ - 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TRIM( LOWER( - CAST({{ column|lower }} AS {{ dbt_utils.type_string() }}) + CAST({{ column|lower }} AS {{ dbt.type_string() }}) || '{{ jaffle_shop.get_salt(column|lower) }}' ) ), diff --git a/jaffle_shop/models/final/finance/_models.yml b/jaffle_shop/models/final/finance/_models.yml new file mode 100644 index 000000000..aceea84ca --- /dev/null +++ b/jaffle_shop/models/final/finance/_models.yml @@ -0,0 +1,55 @@ +version: 2 + +exposures: + - name: value_of_returned_orders_dashboard + description: | + Value of returned orders by customer + type: dashboard + url: https://inksacio.eks.octopus.engineering/my_certification_dashboard2/ + owner: + name: Sam Milligan + email: sam.milligan@kraken.tech + depends_on: + - ref('wh_orders') + - ref('wh_customers') + +models: + - name: fnl_finance_returned_orders + meta: + owner: 'sam.milligan@kraken.tech' + description: | + Number of new customer orders placed by month + columns: + - name: customer_id + description: Primary Key + tests: + - unique + - not_null + - name: first_name_hash + description: Hash of customer's first name + tests: + - not_null + - name: last_name_hash + description: Hash of customer's last name + tests: + - not_null + - name: first_order + description: Date of a customer's first order + tests: + - not_null + - name: most_recent_order + description: Date of a customer's most recent order + tests: + - not_null + - name: number_of_orders + description: Count of the number of orders a customer has placed + tests: + - not_null + - name: customer_lifetime_value + description: Total value of a customer's orders + tests: + - not_null + - name: total_returned_amount + description: Total value of orders returned by customer + tests: + - not_null \ No newline at end of file diff --git a/jaffle_shop/models/final/finance/fnl_finance_returned_orders.sql b/jaffle_shop/models/final/finance/fnl_finance_returned_orders.sql new file mode 100644 index 000000000..fe8ff56b1 --- /dev/null +++ b/jaffle_shop/models/final/finance/fnl_finance_returned_orders.sql @@ -0,0 +1,23 @@ +WITH returned as ( + SELECT + customer_id, + COUNT(status) as number_of_returned_orders, + SUM(amount) as total_returned_amount + FROM {{ ref('wh_orders') }} + WHERE status='returned' + GROUP BY customer_id + ) + +SELECT + r.customer_id, + r.number_of_returned_orders, + r.total_returned_amount, + c.first_name_hash, + c.last_name_hash, + c.first_order, + c.most_recent_order, + c.number_of_orders, + c.customer_lifetime_value +FROM returned r +LEFT JOIN {{ ref('wh_customers') }} c +ON r.customer_id = c.customer_id \ No newline at end of file diff --git a/jaffle_shop/models/final/sales/_models.yml b/jaffle_shop/models/final/sales/_models.yml new file mode 100644 index 000000000..c25f68036 --- /dev/null +++ b/jaffle_shop/models/final/sales/_models.yml @@ -0,0 +1,32 @@ +version: 2 + +exposures: + - name: new_customer_sales_dashboard + description: | + Number of new customer orders placed by month + type: dashboard + url: https://inksacio.eks.octopus.engineering/my_certification_dashboard/ + owner: + name: Sam Milligan + email: sam.milligan@kraken.tech + depends_on: + - ref('wh_customers') + +models: + - name: fnl_sales_new_customers + meta: + owner: 'sam.milligan@kraken.tech' + description: Total value of orders returned by customer + columns: + - name: month + description: Primary Key + tests: + - unique + - not_null + - name: month_formatted + description: Formatted month + tests: + - not_null + - name: count_new_customer_orders + tests: + - not_null \ No newline at end of file diff --git a/jaffle_shop/models/final/sales/fnl_sales_new_customers.sql b/jaffle_shop/models/final/sales/fnl_sales_new_customers.sql new file mode 100644 index 000000000..cf2c6a64c --- /dev/null +++ b/jaffle_shop/models/final/sales/fnl_sales_new_customers.sql @@ -0,0 +1,8 @@ +SELECT + DATE_TRUNC('MONTH', first_order) AS month, + DATE_FORMAT(month, "MMM y") AS month_formatted, + COUNT(*) as count_new_customer_orders +FROM {{ ref('wh_customers')}} +GROUP BY month +HAVING isnotnull(month) +ORDER BY month \ No newline at end of file diff --git a/jaffle_shop/models/staging/schema.yml b/jaffle_shop/models/staging/schema.yml deleted file mode 100644 index c207e4cf5..000000000 --- a/jaffle_shop/models/staging/schema.yml +++ /dev/null @@ -1,31 +0,0 @@ -version: 2 - -models: - - name: stg_customers - columns: - - name: customer_id - tests: - - unique - - not_null - - - name: stg_orders - columns: - - name: order_id - tests: - - unique - - not_null - - name: status - tests: - - accepted_values: - values: ['placed', 'shipped', 'completed', 'return_pending', 'returned'] - - - name: stg_payments - columns: - - name: payment_id - tests: - - unique - - not_null - - name: payment_method - tests: - - accepted_values: - values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] diff --git a/jaffle_shop/models/staging/src_seed/_models.yml b/jaffle_shop/models/staging/src_seed/_models.yml new file mode 100644 index 000000000..721ec2310 --- /dev/null +++ b/jaffle_shop/models/staging/src_seed/_models.yml @@ -0,0 +1,74 @@ +version: 2 + + +models: + - name: stg_customers_pii + meta: + owner: 'sam.milligan@kraken.tech' + sensitive: true + description: | + Customers staging table containing PII + columns: + - name: customer_id + description: This is a unique identifier for a customer + tests: + - unique + - not_null + + - name: first_name + meta: + sensitive: true + description: Customer's first name. PII. + + - name: last_name + meta: + sensitive: true + description: Customer's last name. PII. + + - name: stg_customers + meta: + owner: 'sam.milligan@kraken.tech' + description: | + Customers staging table with PII removed + 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. + + - name: last_name + description: Customer's last name. + + - name: stg_orders + meta: + owner: 'sam.milligan@kraken.tech' + description: | + Orders staging table + columns: + - name: order_id + description: Primary Key + tests: + - unique + - not_null + - name: status + tests: + - accepted_values: + values: ['placed', 'shipped', 'completed', 'return_pending', 'returned'] + - name: stg_payments + meta: + owner: 'sam.milligan@kraken.tech' + description: | + Payments staging table + columns: + - name: payment_id + tests: + - unique + - not_null + - name: payment_method + tests: + - accepted_values: + values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] \ No newline at end of file diff --git a/jaffle_shop/models/staging/src_seed/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql new file mode 100644 index 000000000..d4d130577 --- /dev/null +++ b/jaffle_shop/models/staging/src_seed/stg_customers.sql @@ -0,0 +1,3 @@ +SELECT + {{hash_sensitive_columns('stg_customers_pii')}} +FROM {{ ref('stg_customers_pii') }} diff --git a/jaffle_shop/models/staging/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql similarity index 100% rename from jaffle_shop/models/staging/stg_customers.sql rename to jaffle_shop/models/staging/src_seed/stg_customers_pii.sql diff --git a/jaffle_shop/models/staging/stg_orders.sql b/jaffle_shop/models/staging/src_seed/stg_orders.sql similarity index 100% rename from jaffle_shop/models/staging/stg_orders.sql rename to jaffle_shop/models/staging/src_seed/stg_orders.sql diff --git a/jaffle_shop/models/staging/stg_payments.sql b/jaffle_shop/models/staging/src_seed/stg_payments.sql similarity index 100% rename from jaffle_shop/models/staging/stg_payments.sql rename to jaffle_shop/models/staging/src_seed/stg_payments.sql diff --git a/jaffle_shop/models/docs.md b/jaffle_shop/models/warehouse/_docs.md similarity index 100% rename from jaffle_shop/models/docs.md rename to jaffle_shop/models/warehouse/_docs.md diff --git a/jaffle_shop/models/schema.yml b/jaffle_shop/models/warehouse/_models.yml similarity index 96% rename from jaffle_shop/models/schema.yml rename to jaffle_shop/models/warehouse/_models.yml index 381349cfd..0fa985f04 100644 --- a/jaffle_shop/models/schema.yml +++ b/jaffle_shop/models/warehouse/_models.yml @@ -1,7 +1,7 @@ version: 2 models: - - name: customers + - name: wh_customers description: This table has basic information about a customer, as well as some derived facts based on a customer's orders columns: @@ -29,7 +29,7 @@ models: - name: total_order_amount description: Total value (AUD) of a customer's orders - - name: orders + - name: wh_orders description: This table has basic information about orders, as well as some derived facts based on payments columns: @@ -44,7 +44,7 @@ models: tests: - not_null - relationships: - to: ref('customers') + to: ref('stg_customers') field: customer_id - name: order_date diff --git a/jaffle_shop/models/customers.sql b/jaffle_shop/models/warehouse/wh_customers.sql similarity index 94% rename from jaffle_shop/models/customers.sql rename to jaffle_shop/models/warehouse/wh_customers.sql index 016a004fe..dd7c60ef4 100644 --- a/jaffle_shop/models/customers.sql +++ b/jaffle_shop/models/warehouse/wh_customers.sql @@ -49,8 +49,8 @@ final as ( 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, diff --git a/jaffle_shop/models/orders.sql b/jaffle_shop/models/warehouse/wh_orders.sql similarity index 100% rename from jaffle_shop/models/orders.sql rename to jaffle_shop/models/warehouse/wh_orders.sql diff --git a/jaffle_shop/seeds/_seeds.yml b/jaffle_shop/seeds/_seeds.yml new file mode 100644 index 000000000..1b228de69 --- /dev/null +++ b/jaffle_shop/seeds/_seeds.yml @@ -0,0 +1,6 @@ +version: 2 + +seeds: + - name: raw_customers + - name: raw_orders + - name: raw_payments \ No newline at end of file diff --git a/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv b/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv new file mode 100644 index 000000000..b9f94e579 --- /dev/null +++ b/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv @@ -0,0 +1,2 @@ +fct_name,column_name,id_to_exclude,comment +fct_staging_dependent_on_staging,parent,stg_customers_pii,Scrubbing pii permitted in staging layer. \ No newline at end of file diff --git a/package-lock.yml b/package-lock.yml new file mode 100644 index 000000000..a019d1e84 --- /dev/null +++ b/package-lock.yml @@ -0,0 +1,10 @@ +packages: +- package: dbt-labs/dbt_utils + version: 1.3.0 +- package: dbt-labs/spark_utils + version: 0.3.0 +- package: dbt-labs/codegen + version: 0.13.1 +- package: dbt-labs/dbt_project_evaluator + version: 0.14.3 +sha1_hash: 59adf0a667e307048209cbea5ef70e871d6ec49a diff --git a/packages.yml b/packages.yml index 81ec273e5..60d125387 100644 --- a/packages.yml +++ b/packages.yml @@ -1,9 +1,9 @@ packages: - package: dbt-labs/dbt_utils - version: 0.8.6 + version: '>=0.8.6' - package: dbt-labs/spark_utils - version: 0.3.0 + version: '>=0.3.0' - package: dbt-labs/codegen - version: 0.7.0 + version: '>=0.7.0' - package: dbt-labs/dbt_project_evaluator - version: 0.1.3 \ No newline at end of file + version: '>=0.1.3' \ No newline at end of file