From 011e0df1989fad8b74a1df55bc223fd6fbe73fdc Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 08:53:42 +0100
Subject: [PATCH 1/6] Add warehouse subdirectory and rename files accordingly

---
 .idea/.gitignore                              |   10 +
 .../inspectionProfiles/profiles_settings.xml  |    6 +
 .idea/misc.xml                                |    7 +
 .idea/modules.xml                             |    8 +
 .idea/octo_jaffle_shop.iml                    |   13 +
 .idea/vcs.xml                                 |    6 +
 Pipfile.lock                                  | 1068 ++++++++++-------
 .../models/{docs.md => warehouse/_docs.md}    |    0
 .../{schema.yml => warehouse/_models.yml}     |    4 +-
 .../wh_customers.sql}                         |    0
 .../{orders.sql => warehouse/wh_orders.sql}   |    0
 11 files changed, 680 insertions(+), 442 deletions(-)
 create mode 100644 .idea/.gitignore
 create mode 100644 .idea/inspectionProfiles/profiles_settings.xml
 create mode 100644 .idea/misc.xml
 create mode 100644 .idea/modules.xml
 create mode 100644 .idea/octo_jaffle_shop.iml
 create mode 100644 .idea/vcs.xml
 rename jaffle_shop/models/{docs.md => warehouse/_docs.md} (100%)
 rename jaffle_shop/models/{schema.yml => warehouse/_models.yml} (98%)
 rename jaffle_shop/models/{customers.sql => warehouse/wh_customers.sql} (100%)
 rename jaffle_shop/models/{orders.sql => warehouse/wh_orders.sql} (100%)

diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 000000000..a9d7db9c0
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,10 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
+# GitHub Copilot persisted chat sessions
+/copilot/chatSessions
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 000000000..105ce2da2
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 000000000..e6877e47a
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Pipenv (octo_jaffle_shop) (2)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Pipenv (octo_jaffle_shop) (2)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 000000000..a1d1b1b13
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/octo_jaffle_shop.iml" filepath="$PROJECT_DIR$/.idea/octo_jaffle_shop.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/octo_jaffle_shop.iml b/.idea/octo_jaffle_shop.iml
new file mode 100644
index 000000000..ac1c4568c
--- /dev/null
+++ b/.idea/octo_jaffle_shop.iml
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/.idea/copilot/chatSessions" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="TestRunnerService">
+    <option name="PROJECT_TEST_RUNNER" value="py.test" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 000000000..35eb1ddfb
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/Pipfile.lock b/Pipfile.lock
index f8d9c41d4..16f98d8ae 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -25,112 +25,189 @@
         },
         "attrs": {
             "hashes": [
-                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
-                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+                "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
+                "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.2.0"
         },
         "babel": {
             "hashes": [
-                "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe",
-                "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"
+                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
+                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.11.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.14.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14",
-                "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
+                "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f",
+                "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2022.9.24"
+            "version": "==2024.2.2"
         },
         "cffi": {
             "hashes": [
-                "sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5",
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-                "sha256:1e74c6b51a9ed6589199c787bf5f9875612ca4a8a0785fb2d4a84429badaf22a",
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+                "sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357"
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         "click": {
             "hashes": [
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             "markers": "python_version >= '3.7'",
-            "version": "==8.1.3"
+            "version": "==8.1.7"
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         "colorama": {
             "hashes": [
@@ -142,11 +219,11 @@
         },
         "databricks-sql-connector": {
             "hashes": [
-                "sha256:181007919044c8c21b63232fa8b3d3054a65343f4f37eb40fef93b7fee3ddc19",
-                "sha256:b936adc8755902347faafab40dea7b3e63b6f2da87a55cfda770e0fb792613f4"
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-            "markers": "python_full_version >= '3.7.1' and python_full_version < '4.0.0'",
-            "version": "==2.1.0"
+            "markers": "python_full_version >= '3.8.0' and python_full_version < '4.0.0'",
+            "version": "==3.1.1"
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         "dbt-core": {
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@@ -154,6 +231,7 @@
                 "sha256:63f2f691af87790a4315e15267b863ecdd67828da5c76367c2c2f1cad08c6822"
             ],
             "index": "pypi",
+            "markers": "python_full_version >= '3.7.2'",
             "version": "==1.3.0"
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         "dbt-databricks": {
@@ -164,7 +242,7 @@
                 "sha256:0b0956a597befb574971e45341ca6c37de42cbfa2db61a7aab55bd5236a57206",
                 "sha256:9debf9280e3a791bc104bd089aa82ff1adfb7f2cddfe1ccd41b99bdf12619258"
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-            "index": "pypi",
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             "version": "==1.3.2"
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         "dbt-extractor": {
@@ -191,26 +269,35 @@
         },
         "dbt-spark": {
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             "markers": "python_version >= '3.7'",
-            "version": "==1.3.0"
+            "version": "==1.3.3"
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+        "et-xmlfile": {
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-            "version": "==1.0.2"
+            "version": "==1.2.0"
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         "future": {
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-                "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
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-            "version": "==0.18.2"
+            "version": "==1.0.0"
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@@ -228,18 +315,19 @@
         },
         "idna": {
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             "markers": "python_version >= '3.5'",
-            "version": "==3.4"
+            "version": "==3.6"
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-            "version": "==1.1.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
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@@ -265,10 +353,10 @@
         },
         "leather": {
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-            "version": "==0.3.4"
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         "logbook": {
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@@ -284,51 +372,113 @@
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             "version": "==1.5.3"
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@@ -349,60 +499,64 @@
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@@ -414,37 +568,37 @@
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@@ -454,6 +608,14 @@
             "markers": "python_version >= '3.6'",
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@@ -464,36 +626,34 @@
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@@ -619,11 +801,11 @@
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@@ -634,72 +816,84 @@
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@@ -711,19 +905,19 @@
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@@ -734,9 +928,9 @@
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@@ -748,52 +942,53 @@
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@@ -805,35 +1000,28 @@
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-                "sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59"
+                "sha256:2a8386cfc11fa9d2c50ee7b2a57e7d898ef90470a7a34c4b949ff59662bb78b7",
+                "sha256:ac978141a75948948817d360297b7aae0fcb9d6ff6bc9ec6d514b85d5a65c044"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==7.2.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.1.1"
         },
         "pytest-mock": {
             "hashes": [
-                "sha256:f4c973eeae0282963eb293eb173ce91b091a79c1334455acfac9ddee8a1c784b",
-                "sha256:fbbdb085ef7c252a326fd8cdcac0aa3b1333d8811f131bdcc701002e1be7ed4f"
+                "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f",
+                "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"
             ],
             "index": "pypi",
-            "version": "==3.10.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.14.0"
         },
         "tomli": {
             "hashes": [
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 98%
rename from jaffle_shop/models/schema.yml
rename to jaffle_shop/models/warehouse/_models.yml
index 381349cfd..5139030c2 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:
diff --git a/jaffle_shop/models/customers.sql b/jaffle_shop/models/warehouse/wh_customers.sql
similarity index 100%
rename from jaffle_shop/models/customers.sql
rename to jaffle_shop/models/warehouse/wh_customers.sql
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

From 6d13fea550d142d6c41a6d2b3fc7c42eef0be781 Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 08:57:21 +0100
Subject: [PATCH 2/6] Add src_seeds subdirectory

---
 jaffle_shop/models/staging/{schema.yml => src_seed/_models.yml} | 0
 jaffle_shop/models/staging/{ => src_seed}/stg_customers.sql     | 0
 jaffle_shop/models/staging/{ => src_seed}/stg_orders.sql        | 0
 jaffle_shop/models/staging/{ => src_seed}/stg_payments.sql      | 0
 4 files changed, 0 insertions(+), 0 deletions(-)
 rename jaffle_shop/models/staging/{schema.yml => src_seed/_models.yml} (100%)
 rename jaffle_shop/models/staging/{ => src_seed}/stg_customers.sql (100%)
 rename jaffle_shop/models/staging/{ => src_seed}/stg_orders.sql (100%)
 rename jaffle_shop/models/staging/{ => src_seed}/stg_payments.sql (100%)

diff --git a/jaffle_shop/models/staging/schema.yml b/jaffle_shop/models/staging/src_seed/_models.yml
similarity index 100%
rename from jaffle_shop/models/staging/schema.yml
rename to jaffle_shop/models/staging/src_seed/_models.yml
diff --git a/jaffle_shop/models/staging/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql
similarity index 100%
rename from jaffle_shop/models/staging/stg_customers.sql
rename to jaffle_shop/models/staging/src_seed/stg_customers.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

From ccf7f7102eda88016a59cdaefb0c5e837918ac4e Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 09:02:04 +0100
Subject: [PATCH 3/6] Add pii table and hashed data for stg_consumers table

---
 .../models/staging/src_seed/_models.yml       | 36 +++++++++++++++++++
 .../models/staging/src_seed/stg_customers.sql | 25 ++-----------
 .../staging/src_seed/stg_customers_pii.sql    | 22 ++++++++++++
 3 files changed, 61 insertions(+), 22 deletions(-)
 create mode 100644 jaffle_shop/models/staging/src_seed/stg_customers_pii.sql

diff --git a/jaffle_shop/models/staging/src_seed/_models.yml b/jaffle_shop/models/staging/src_seed/_models.yml
index c207e4cf5..2bd2c44cb 100644
--- a/jaffle_shop/models/staging/src_seed/_models.yml
+++ b/jaffle_shop/models/staging/src_seed/_models.yml
@@ -2,13 +2,45 @@ version: 2
 
 models:
   - name: stg_customers
+    meta:
+      owner: 'example.email@octoenergy.com'
+    description:
+      Customer data with PII information hashed
     columns:
       - name: customer_id
         tests:
           - unique
           - not_null
+      - name: first_name_hash
+        tests:
+          - dbt_expectations.expect_column_to_exist
+      - name: last_name_hash
+        tests:
+          - dbt_expectations.expect_column_to_exist
+
+  - name: stg_customers_pii
+    meta:
+      owner: 'example.email@octoenergy.com'
+      sensitive: true
+    description:
+      Customer data with PII information exposed
+    columns:
+      - name: customer_id
+        tests:
+          - unique
+          - not_null
+      - name: first_name
+        meta:
+          sensitive: true
+      - name: last_name
+        meta:
+          sensitive: true
 
   - name: stg_orders
+    meta:
+      owner: 'example.email@octoenergy.com'
+    description:
+      All orders made by customers
     columns:
       - name: order_id
         tests:
@@ -20,6 +52,10 @@ models:
               values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']
 
   - name: stg_payments
+    meta:
+      owner: 'example.email@octoenergy.com'
+    description:
+      All payments made by customers
     columns:
       - name: payment_id
         tests:
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql
index cad047269..57a015a30 100644
--- a/jaffle_shop/models/staging/src_seed/stg_customers.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_customers.sql
@@ -1,22 +1,3 @@
-with source as (
-
-    {#-
-    Normally we would select from the table here, but we are using seeds to load
-    our data in this project
-    #}
-    select * from {{ ref('raw_customers') }}
-
-),
-
-renamed as (
-
-    select
-        id as customer_id,
-        first_name,
-        last_name
-
-    from source
-
-)
-
-select * from renamed
+SELECT
+    {{ hash_sensitive_columns ( 'stg_customers_pii' ) }}
+    FROM {{ ref('stg_customers_pii') }}
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
new file mode 100644
index 000000000..cad047269
--- /dev/null
+++ b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
@@ -0,0 +1,22 @@
+with source as (
+
+    {#-
+    Normally we would select from the table here, but we are using seeds to load
+    our data in this project
+    #}
+    select * from {{ ref('raw_customers') }}
+
+),
+
+renamed as (
+
+    select
+        id as customer_id,
+        first_name,
+        last_name
+
+    from source
+
+)
+
+select * from renamed

From 98faa16383fbe26539eac86d2c271e71c301206a Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 09:05:29 +0100
Subject: [PATCH 4/6] Update _models.yml file in wh subdirectory to reflect
 hashed PII columns

---
 jaffle_shop/models/warehouse/_models.yml | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/jaffle_shop/models/warehouse/_models.yml b/jaffle_shop/models/warehouse/_models.yml
index 5139030c2..95f675d38 100644
--- a/jaffle_shop/models/warehouse/_models.yml
+++ b/jaffle_shop/models/warehouse/_models.yml
@@ -2,6 +2,8 @@ version: 2
 
 models:
   - name: wh_customers
+    meta:
+      owner: 'example.email@octoenergy.com'
     description: This table has basic information about a customer, as well as some derived facts based on a customer's orders
 
     columns:
@@ -12,10 +14,10 @@ models:
           - not_null
 
       - name: first_name
-        description: Customer's first name. PII.
+        description: Customer's first name, hashed for privacy
 
       - name: last_name
-        description: Customer's last name. PII.
+        description: Customer's last name, hashed for privacy
 
       - name: first_order
         description: Date (UTC) of a customer's first order
@@ -30,6 +32,8 @@ models:
         description: Total value (AUD) of a customer's orders
 
   - name: wh_orders
+    meta:
+      owner: 'example.email@octoenergy.com'
     description: This table has basic information about orders, as well as some derived facts based on payments
 
     columns:

From 142d157bc3d26252cd04a4fc2205de7bd7ab5013 Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 09:26:28 +0100
Subject: [PATCH 5/6] Add fnl finanace and sales models

---
 jaffle_shop/models/final/_exposures.yml       | 21 +++++++++++++++++++
 jaffle_shop/models/final/finance/_models.yml  | 15 +++++++++++++
 .../fnl_finance_returns_by_customer.sql       |  6 ++++++
 jaffle_shop/models/final/sales/_models.yml    | 13 ++++++++++++
 .../final/sales/fnl_sales_newcustomers.sql    |  5 +++++
 .../dbt_project_evaluator_exceptions.csv      |  2 ++
 6 files changed, 62 insertions(+)
 create mode 100644 jaffle_shop/models/final/_exposures.yml
 create mode 100644 jaffle_shop/models/final/finance/_models.yml
 create mode 100644 jaffle_shop/models/final/finance/fnl_finance_returns_by_customer.sql
 create mode 100644 jaffle_shop/models/final/sales/_models.yml
 create mode 100644 jaffle_shop/models/final/sales/fnl_sales_newcustomers.sql
 create mode 100644 jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv

diff --git a/jaffle_shop/models/final/_exposures.yml b/jaffle_shop/models/final/_exposures.yml
new file mode 100644
index 000000000..661c85d09
--- /dev/null
+++ b/jaffle_shop/models/final/_exposures.yml
@@ -0,0 +1,21 @@
+version: 2
+
+exposures:
+  - name: fnl_finance_returns_by_customer
+    label: fnl_finance_returns_by_customer
+    description: Inksacio data app with dashboard for dbt certification
+    type: dashboard
+    url: https://inksacio.eks.octopus.engineering/my_certification_dashboard/
+    owner:
+      email: example.email@octoenergy.com
+    depends_on:
+      - ref('fnl_finance_returns_by_customer')
+  - name: fnl_sales_newcustomers
+    label: fnl_sales_newcustomers
+    description: Inksacio data app with dashboard for dbt certification
+    type: dashboard
+    url: https://inksacio.eks.octopus.engineering/my_certification_dashboard/
+    owner:
+      email: example.email@octoenergy.com
+    depends_on:
+      - ref('fnl_sales_newcustomers')
\ No newline at end of file
diff --git a/jaffle_shop/models/final/finance/_models.yml b/jaffle_shop/models/final/finance/_models.yml
new file mode 100644
index 000000000..919c5e00e
--- /dev/null
+++ b/jaffle_shop/models/final/finance/_models.yml
@@ -0,0 +1,15 @@
+version: 2
+
+models:
+  - name: fnl_finance_returns_by_customer
+    meta:
+      owner: 'example.email@octoenergy.com'
+    description:
+      Table with value of completed returns by customer
+    columns:
+      - name: customer_id
+        tests:
+          - unique
+          - not_null
+      - name: total_returned
+        description: Total value of completed returns made by customer, excluding pending returns
diff --git a/jaffle_shop/models/final/finance/fnl_finance_returns_by_customer.sql b/jaffle_shop/models/final/finance/fnl_finance_returns_by_customer.sql
new file mode 100644
index 000000000..befd3cfe7
--- /dev/null
+++ b/jaffle_shop/models/final/finance/fnl_finance_returns_by_customer.sql
@@ -0,0 +1,6 @@
+SELECT
+    customer_id,
+    SUM(amount) AS total_returned
+FROM {{ ref('wh_orders') }}
+WHERE `status` = 'returned'
+GROUP BY customer_id
diff --git a/jaffle_shop/models/final/sales/_models.yml b/jaffle_shop/models/final/sales/_models.yml
new file mode 100644
index 000000000..83f144a76
--- /dev/null
+++ b/jaffle_shop/models/final/sales/_models.yml
@@ -0,0 +1,13 @@
+version: 2
+
+models:
+  - name: fnl_sales_newcustomers
+    meta:
+      owner: 'example.email@octoenergy.com'
+    description:
+      The customer count by month for customers making their first order
+    columns:
+      - name: first_order_month
+        tests:
+          - unique
+          - not_null
diff --git a/jaffle_shop/models/final/sales/fnl_sales_newcustomers.sql b/jaffle_shop/models/final/sales/fnl_sales_newcustomers.sql
new file mode 100644
index 000000000..8d55e4817
--- /dev/null
+++ b/jaffle_shop/models/final/sales/fnl_sales_newcustomers.sql
@@ -0,0 +1,5 @@
+SELECT
+    DATE_TRUNC('month', first_order) AS first_order_month,
+    COUNT(DISTINCT customer_id) AS number_first_orders
+FROM {{ ref('wh_customers') }}
+GROUP BY first_order_month
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

From 86436bfc9d3fb12076a2e576ca8ef85c98feb1ce Mon Sep 17 00:00:00 2001
From: elzette-van-rensburg <elzette.van-rensburg@octoenergy.com>
Date: Wed, 3 Apr 2024 11:07:38 +0100
Subject: [PATCH 6/6] Tests not working because of pytest_plugins in dbt_utils,
 removed dbt_package tests in pytests file

---
 pytest.ini | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 pytest.ini

diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 000000000..0540ac657
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,3 @@
+# pytest.ini
+[pytest]
+addopts = "--ignore=dbt_packages"
\ No newline at end of file