Merge pull request #45 from fivetran/feature/revamp/email-based-custo…

…mers Feature/revamp/email based customers
fivetran · Dec 29, 2022 · 6aaa678 · 6aaa678
2 parents 0014cca + f12150a
commit 6aaa678
Show file tree

Hide file tree

Showing 33 changed files with 492 additions and 6 deletions.
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -2,6 +2,12 @@
 ## 🎉 Documentation and Feature Updates
 - Updated README documentation updates for easier navigation and setup of the dbt package
 - Included `shopify_[source_table_name]_identifier` variable within the Shopify source package for additional flexibility within the package when source tables are named differently.
+- **New model alert**: The package now includes customer models that are based on _email_ rather than _customer_id_ ([PR #45](https://github.com/fivetran/dbt_shopify/pull/45)):
+  - `shopify__customer_emails`
+  - `shopify__customer_email_cohorts`
+  - Intermediate models that roll customer_ids up to emails:
+    - `shopify__customer_email_rollup`
+    - `shopify__emails__order_aggregates`
 
 ## 🚨 Breaking Changes 🚨:
 [PR #40](https://github.com/fivetran/dbt_shopify/pull/40) includes the following breaking changes:

diff --git a/dbt_project.yml b/dbt_project.yml
@@ -8,6 +8,8 @@ models:
     +materialized: table
     intermediate:
       +materialized: ephemeral
+      shopify__customer_email_rollup:
+        +materialized: view # so we can use the dbt_utils.star macro
 vars:
   shopify:
     shopify_customer: "{{ ref('stg_shopify__customer') }}"
@@ -19,3 +21,26 @@ vars:
     shopify_transaction: "{{ ref('stg_shopify__transaction') }}"
     shopify_refund: "{{ ref('stg_shopify__refund') }}"
     shopify_order_adjustment: "{{ ref('stg_shopify__order_adjustment') }}"
+
+    shopify_abandoned_checkout: "{{ ref('stg_shopify__abandoned_checkout') }}"
+    shopify_collection_product: "{{ ref('stg_shopify__collection_product') }}"
+    shopify_collection: "{{ ref('stg_shopify__collection') }}"
+    shopify_customer_tag: "{{ ref('stg_shopify__customer_tag') }}"
+    shopify_discount_code: "{{ ref('stg_shopify__discount_code') }}"
+    shopify_fulfillment: "{{ ref('stg_shopify__fulfillment') }}"
+    shopify_inventory_item: "{{ ref('stg_shopify__inventory_item') }}"
+    shopify_inventory_level: "{{ ref('stg_shopify__inventory_level') }}"
+    shopify_location: "{{ ref('stg_shopify__location') }}"
+    shopify_metafield: "{{ ref('stg_shopify__metafield') }}"
+    shopify_order_note_attribute: "{{ ref('stg_shopify__order_note_attribute') }}"
+    shopify_order_shipping_line: "{{ ref('stg_shopify__order_shipping_line') }}"
+    shopify_order_shipping_tax_line: "{{ ref('stg_shopify__order_shipping_tax_line') }}"
+    shopify_order_tag: "{{ ref('stg_shopify__order_tag') }}"
+    shopify_order_url_tag: "{{ ref('stg_shopify__order_url_tag') }}"
+    shopify_price_rule: "{{ ref('stg_shopify__price_rule') }}"
+    shopify_product_image: "{{ ref('stg_shopify__product_image') }}"
+    shopify_product_tag: "{{ ref('stg_shopify__product_tag') }}"
+    shopify_shop: "{{ ref('stg_shopify__shop') }}"
+    shopify_tender_transaction: "{{ ref('stg_shopify__tender_transaction') }}"
+    shopify_abandoned_checkout_discount_code: "{{ ref('stg_shopify__abandoned_checkout_discount_code') }}"
+    shopify_order_discount_code: "{{ ref('stg_shopify__order_discount_code') }}"
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
@@ -17,6 +17,30 @@ vars:
     shopify_refund_identifier:            "shopify_refund_data"
     shopify_transaction_identifier:       "shopify_transaction_data"
 
+  # will change these to identifiers later
+    abandoned_checkout_source: "{{ ref('shopify_abandoned_checkout_data') }}"
+    collection_product_source: "{{ ref('shopify_collection_product_data') }}"
+    collection_source: "{{ ref('shopify_collection_data') }}"
+    customer_tag_source: "{{ ref('shopify_customer_tag_data') }}"
+    discount_code_source: "{{ ref('shopify_discount_code_data') }}"
+    fulfillment_source: "{{ ref('shopify_fulfillment_data') }}"
+    inventory_item_source: "{{ ref('shopify_inventory_item_data') }}"
+    inventory_level_source: "{{ ref('shopify_inventory_level_data') }}"
+    location_source: "{{ ref('shopify_location_data') }}"
+    metafield_source: "{{ ref('shopify_metafield_data') }}"
+    order_note_attribute_source: "{{ ref('shopify_order_note_attribute_data') }}"
+    order_shipping_line_source: "{{ ref('shopify_order_shipping_line_data') }}"
+    order_shipping_tax_line_source: "{{ ref('shopify_order_shipping_tax_line_data') }}"
+    order_tag_source: "{{ ref('shopify_order_tag_data') }}"
+    order_url_tag_source: "{{ ref('shopify_order_url_tag_data') }}"
+    price_rule_source: "{{ ref('shopify_price_rule_data') }}"
+    product_image_source: "{{ ref('shopify_product_image_data') }}"
+    product_tag_source: "{{ ref('shopify_product_tag_data') }}"
+    shop_source: "{{ ref('shopify_shop_data') }}"
+    tender_transaction_source: "{{ ref('shopify_tender_transaction_data') }}"
+    abandoned_checkout_discount_code_source: "{{ ref('shopify_abandoned_checkout_discount_code_data') }}"
+    order_discount_code_source: "{{ ref('shopify_order_discount_code_data') }}"
+
 dispatch:
   - macro_namespace: dbt_utils
     search_order: ['spark_utils', 'dbt_utils']
@@ -83,4 +107,55 @@ seeds:
       +column_types:
         id: "{%- if target.type == 'bigquery' -%} INT64 {%- else -%} bigint {%- endif -%}"
         order_id: "{%- if target.type == 'bigquery' -%} INT64 {%- else -%} bigint {%- endif -%}"
-        user_id: "{%- if target.type == 'bigquery' -%} INT64 {%- else -%} bigint {%- endif -%}"
+        user_id: "{%- if target.type == 'bigquery' -%} INT64 {%- else -%} bigint {%- endif -%}"
+    shopify_abandoned_checkout_discount_code_data:
+      +column_types:
+        amount: float
+        created_at: timestamp
+        updated_at: timestamp
+    shopify_abandoned_checkout_data:
+      +column_types:
+        total_line_items_price: float
+        billing_address_phone: "{{ 'string' if target.type in ('bigquery', 'spark', 'databricks') else 'varchar' }}"
+        shipping_address_phone: "{{ 'string' if target.type in ('bigquery', 'spark', 'databricks') else 'varchar' }}"
+        closed_at: timestamp
+        created_at: timestamp
+        updated_at: timestamp
+    shopify_discount_code_data:
+      +column_types:
+        usage_count: float
+    shopify_order_discount_code_data:
+      +column_types:
+        amount: float
+    shopify_order_shipping_tax_line_data:
+      +column_types:
+        price: float
+    shopify_order_shipping_line_data:
+      +column_types:
+        discounted_price: float
+        price: float
+    shopify_price_rule_data:
+      +column_types:
+        prerequisite_subtotal_range: float
+        value: float
+    shopify_collection_data:
+      +column_types:
+        disjunctive: boolean
+        published_at: timestamp
+        updated_at: timestamp
+    shopify_metafield_data:
+      +column_types:
+        value_type: "{{ 'string' if target.type in ('bigquery', 'spark', 'databricks') else 'varchar' }}"
+        type: "{{ 'string' if target.type in ('bigquery', 'spark', 'databricks') else 'varchar' }}"
+    shopify_shop_data:
+      +column_types:
+        taxes_included: boolean
+        google_apps_login_enabled: boolean
+        county_taxes: boolean
+    shopify_inventory_level_data:
+      +column_types:
+        updated_at: timestamp
+    shopify_inventory_item_data:
+      +column_types:
+        updated_at: timestamp
+        created_at: timestamp
diff --git a/integration_tests/seeds/shopify_abandoned_checkout_data.csv b/integration_tests/seeds/shopify_abandoned_checkout_data.csv
@@ -0,0 +1,4 @@
+id,_fivetran_synced,abandoned_checkout_url,applied_discount_amount,applied_discount_applicable,applied_discount_description,applied_discount_non_applicable_reason,applied_discount_title,applied_discount_value,applied_discount_value_type,billing_address_address_1,billing_address_address_0,billing_address_city,billing_address_company,billing_address_country,billing_address_country_code,billing_address_first_name,billing_address_last_name,billing_address_latitude,billing_address_longitude,billing_address_name,billing_address_phone,billing_address_province,billing_address_province_code,billing_address_zip,buyer_accepts_marketing,cart_token,closed_at,completed_at,created_at,credit_card_first_name,credit_card_last_name,credit_card_month,credit_card_number,credit_card_verification_value,credit_card_year,currency,customer_id,customer_locale,device_id,email,gateway,landing_site_base_url,location_id,name,note,phone,referring_site,shipping_address_address_1,shipping_address_address_0,shipping_address_city,shipping_address_company,shipping_address_country,shipping_address_country_code,shipping_address_first_name,shipping_address_last_name,shipping_address_latitude,shipping_address_longitude,shipping_address_name,shipping_address_phone,shipping_address_province,shipping_address_province_code,shipping_address_zip,shipping_line,shipping_rate_id,shipping_rate_price,shipping_rate_title,source,source_identifier,source_name,source_url,subtotal_price,taxes_included,token,total_discounts,total_line_items_price,total_price,total_tax,total_weight,updated_at,user_id,note_attribute_littledata_updated_at,note_attribute_segment_client_id,billing_address_id,billing_address_is_default,presentment_currency,shipping_address_id,shipping_address_is_default,total_duties,note_attribute_email_client_id,note_attributes,note_attribute_google_client_id,_fivetran_deleted
+12111,2020-06-03 11:11:51.015110,https://kitties.com/1111311610/checkouts/f050eda125a10cca513162f01101b261/recover?key=bd0fdf1dc1a1af01aecbdaa3101ec063,,,,,,,,,,,,,,,,,,,,,,,false,aaaa211622dfb133,,,2020-11-12 10:06:50.111111,,,,,,,USD,121,en,,tnyrnbs@hh.com,paypal,/collections/the-archive-sale,,#10160311,,,,123 main st,Apt 02,Washington,,United States,US,Pauly,D,31.111511,-26.112602,DJ PAULY D,(115) 061-1012,District of Columbia,DC,12305,,,,,,,web,,56.0,false,f050eda12f111b261,1.0,560.0,501.36,13.36,1,2020-11-12 10:51:10.111111,,,,,,,,,,,,,
+11111,2020-01-11 06:01:35.021111,https://kitties.com/1111311610/checkouts/6661ff02165dfd11b12db112f0111226/recover?key=51611efdff11e0caccc0fd30b0e1e202,,,,,,,,village,Apt 0,daytona Beach,,Florida,US,ohio,Calles,1.1261131111,-21.502661,hi,+50266111110,Healdsburg,PA-11,,false,611faa630ce5e6bcc0bacc2a105c0126,,,2020-05-11 01:01:30.111111,,,,,,,USD,366525,en,,hyrehher@gmail.com,,/collections/sale,,#13311,,,https://www.google.com/,123 main st,Pty 3,ghreiuhtg,,United States,US,ohio,Calle pty115,,,ohio Calle pty115,+12161115152,Florida,FL,33120,,,,,,,web,,10.35,false,a165dfd11226,16.65,111.0,10.35,1.0,1,2020-05-11 01:06:35.111111,,,,,,,,,,,,,
+66531,2021-11-11 11:02:30.112110,https://kitties.com/1111311610/checkouts/0abddd111c0211f1e616ec0d0c32021c/recover?key=abed6505d26f1a60a50aa0c02e01be31,,,,,,,,,,,,,,,,,,,,,,,false,aaaaa61e1d11af3adfac1f0,,,2021-11-11 02:05:13.111111,,,,,,,USD,160363,en,,hernebbe@hr.com,,/collections/new,,#166531,,,https://l.facebook.com/,11-01 01st St,apt 0C,Springfield,,United States,US,dan,the man,,,dan the man,+13021115311,New York,NY,11111-020,,,,,,,web,,191.0,false,l1abddd111c0211f2021c,1.0,111.0,111.0,1.0,1,2021-11-11 02:05:55.111111,,125150,a111c-30fc-0bb6-a25e-06f201c6035c,,,USD,,,,,"[{""name"":""segment-clientID"",""value"":""610a111c-30fc-0bb6-a25e-06f201c6035c""},{""name"":""_updatedAt"",""value"":""1613121625150""}]",,
diff --git a/integration_tests/seeds/shopify_abandoned_checkout_discount_code_data.csv b/integration_tests/seeds/shopify_abandoned_checkout_discount_code_data.csv
@@ -0,0 +1,4 @@
+checkout_id,index,_fivetran_synced,amount,discount_id,code,created_at,type,updated_at,usage_count
+901163,0,2022-12-07 06:49:37.929000,0.0,,CYBER12,,percentage,,
+4334827,0,2022-12-07 06:49:37.926000,0.0,,CYBER12,,percentage,,
+4566403,0,2022-12-07 06:49:33.182000,0.0,,BONUS,,percentage,,
diff --git a/integration_tests/seeds/shopify_collection_data.csv b/integration_tests/seeds/shopify_collection_data.csv
@@ -0,0 +1,4 @@
+id,_fivetran_deleted,_fivetran_synced,handle,published_at,published_scope,title,updated_at,disjunctive,rules,sort_order,template_suffix,body_html
+997355,true,2021-09-01 05:53:25.838000,,,,,1970-01-01 00:00:00.000000,,,,,
+9930779,true,2021-09-01 05:53:26.673000,,,,,1970-01-01 00:00:00.000000,,,,,
+99967,true,2022-04-08 06:52:19.524000,,,,,1970-01-01 00:00:00.000000,,,,,
diff --git a/integration_tests/seeds/shopify_collection_product_data.csv b/integration_tests/seeds/shopify_collection_product_data.csv
@@ -0,0 +1,4 @@
+collection_id,product_id,_fivetran_synced
+37124,789131,2022-11-18 21:32:43.188000
+9037124,74353899,2022-11-18 21:32:43.188000
+37124,8891,2022-11-18 21:32:43.188000
diff --git a/integration_tests/seeds/shopify_customer_tag_data.csv b/integration_tests/seeds/shopify_customer_tag_data.csv
@@ -0,0 +1,4 @@
+customer_id,index,_fivetran_synced,value
+9919268,1,2022-12-03 06:49:03.314000,GGPP
+4404,1,2022-12-03 06:48:53.295000,GGPP
+5509188,1,2022-12-03 06:48:55.067000,GGPP
diff --git a/integration_tests/seeds/shopify_discount_code_data.csv b/integration_tests/seeds/shopify_discount_code_data.csv
@@ -0,0 +1,4 @@
+id,_fivetran_synced,code,created_at,price_rule_id,updated_at,usage_count
+4773499,2021-12-10 07:04:44.670000,CHECKVB34DDBQ3VH,2021-12-10 06:48:35.000000,32543,2021-12-10 06:48:35.000000,0.0
+0436267,2021-12-10 07:04:44.670000,CHECKVBLJG22DDD,2021-12-10 06:48:35.000000,12543,2021-12-10 06:48:35.000000,0.0
+469035,2021-12-10 07:04:44.670000,CHECKV44CCCBCWB7,2021-12-10 06:48:35.000000,12543,2021-12-10 06:48:35.000000,0.0
diff --git a/integration_tests/seeds/shopify_fulfillment_data.csv b/integration_tests/seeds/shopify_fulfillment_data.csv
@@ -0,0 +1,4 @@
+id,_fivetran_synced,created_at,location_id,order_id,status,tracking_company,tracking_number,updated_at,tracking_numbers,tracking_urls,shipment_status,service,name,receipt_authorization
+423844,2022-11-22 08:06:32.902000,2019-07-13 01:17:22.000000,123548,1228100,success,,,2019-07-13 01:17:22.000000,[],[],,manual,#151212.1,
+8308,2022-11-22 08:06:33.863000,2019-07-13 01:17:21.000000,548,1274564,success,,,2019-07-13 01:17:22.000000,[],[],,manual,#152317.1,
+548932,2022-11-22 08:06:56.262000,2019-07-13 01:17:21.000000,12348,1284,success,,,2019-07-13 01:17:21.000000,[],[],,manual,#1555923.1,
diff --git a/integration_tests/seeds/shopify_inventory_item_data.csv b/integration_tests/seeds/shopify_inventory_item_data.csv
@@ -0,0 +1,4 @@
+id,_fivetran_synced,cost,created_at,requires_shipping,sku,tracked,updated_at,country_code_of_origin,province_code_of_origin,_fivetran_deleted
+4555,2021-12-18 06:56:22.877000,,,,,,,,,true
+501419,2022-02-25 06:52:29.767000,,,,,,,,,true
+851179,2022-02-24 06:52:33.361000,,,,,,,,,true
diff --git a/integration_tests/seeds/shopify_inventory_level_data.csv b/integration_tests/seeds/shopify_inventory_level_data.csv
@@ -0,0 +1,4 @@
+inventory_item_id,location_id,_fivetran_synced,available,updated_at
+780939,287748,2021-11-13 08:02:21.760000,,
+6027,287748,2021-11-13 08:02:21.760000,,
+515,28748,2021-11-06 08:04:16.213000,,
diff --git a/integration_tests/seeds/shopify_location_data.csv b/integration_tests/seeds/shopify_location_data.csv
@@ -0,0 +1,3 @@
+id,_fivetran_synced,active,address_1,address_2,city,country,created_at,legacy,name,phone,province,updated_at,zip,country_code,country_name,localized_country_name,localized_province_name,province_code,_fivetran_deleted
+8777748,2022-12-07 06:43:31.005000,true,,,,US,2019-06-11 15:58:20.000000,true,Plum,,,2019-06-11 15:58:20.000000,,US,United States,United States,,,false
+7748,2022-12-07 06:43:31.005000,true,111 Tree Road,,Tree,US,2018-12-10 16:24:07.000000,false,Plum Express,,NY,2019-05-16 13:37:39.000000,07394,US,United States,United States,New Yorl,NY,false
diff --git a/integration_tests/seeds/shopify_metafield_data.csv b/integration_tests/seeds/shopify_metafield_data.csv
@@ -0,0 +1,6 @@
+id,_fivetran_synced,created_at,description,key,namespace,owner_id,owner_resource,updated_at,value,value_type,type
+5445055,2022-11-19 10:06:09.531000,2019-10-28 20:06:39.000000,,returnAuthorizations,blade_runner,390244,order,2019-10-28 20:06:39.000000,"[{""id"":""ce95-49e4-9daf-41f29bbbb799"",""totalValue"":44444,""status"":""RECEIVED"",""payload"":{""totalReturnValue"":4444,""validReturnItems"":[{""UPC"":""19073825552"",""Quantity"":""1"",""Reason"":""changed-mind"",""LineItem"":""40055558892132""}]},""createdAt"":""2019-10-28T20:06:39.569Z"",""modifiedAt"":""2019-10-28T20:06:39.569Z""}]",,json_string
+6337647,2022-11-21 01:57:33.851000,2020-06-17 11:35:28.000000,,returnAuthorizations,blade_runner,254671,order,2020-06-17 11:35:28.000000,"[{""id"":""557ece73-658b-cf694dcd3f7e"",""totalValue"":4444,""status"":""RECEIVED"",""payload"":{""totalReturnValue"":444.77,""validReturnItems"":[{""UPC"":""19055550468"",""Quantity"":""1"",""Reason"":""fit-issues"",""LineItem"":""4935555579471""}]},""createdAt"":""2020-06-17T11:35:28.469Z"",""modifiedAt"":""2020-06-17T11:35:28.470Z""}]",,json_string
+576111,2022-11-21 03:19:59.064000,2020-06-10 18:35:44.000000,,returnAuthorizations,blade_runner,22527,order,2020-06-10 18:35:44.000000,"[{""id"":""e461c20a-9dc7-d38de1c9012a"",""totalValue"":4444,""status"":""RECEIVED"",""payload"":{""totalReturnValue"":444,""validReturnItems"":[{""UPC"":""190735551121"",""Quantity"":""1"",""Reason"":""too-big"",""LineItem"":""4925555231""}]},""createdAt"":""2020-06-10T18:35:44.043Z"",""modifiedAt"":""2020-06-10T18:35:44.043Z""}]",,json_string
+55241839,2022-11-21 01:29:09.347000,2020-07-15 21:24:16.000000,,returnAuthorizations,blade_runner,2335775,order,2020-07-15 21:24:16.000000,"[{""id"":""0c79163e-f55b56f50aff"",""totalValue"":44478.000000000004,""status"":""RECEIVED"",""payload"":{""totalReturnValue"":4444.78000000000003,""validReturnItems"":[{""UPC"":""190555325"",""Quantity"":""1"",""Reason"":""fit-issues"",""LineItem"":""5555599407""}]},""createdAt"":""2020-07-15T21:24:16.210Z"",""modifiedAt"":""2020-07-15T21:24:16.210Z""}]",,json_string
+4575,2022-11-21 03:07:20.669000,2020-06-24 17:23:12.000000,,returnAuthorizations,blade_runner,220655,order,2020-06-24 17:23:12.000000,"[{""id"":""3679-4811-94fd-555bf9846753"",""totalValue"":44581,""status"":""BACKEND_GENERATED"",""payload"":{""totalReturnValue"":4444.81,""validReturnItems"":[{""UPC"":""190735558"",""Quantity"":1,""Reason"":""Changed My Mind"",""LineItem"":""455555711""}]},""createdAt"":""2020-06-24T17:23:12.272Z"",""modifiedAt"":""2020-06-24T17:23:12.272Z""}]",,json_string
diff --git a/integration_tests/seeds/shopify_order_discount_code_data.csv b/integration_tests/seeds/shopify_order_discount_code_data.csv
@@ -0,0 +1,4 @@
+index,order_id,_fivetran_synced,amount,code,type
+1,368347,2022-11-20 08:14:52.957000,11.0,GIFTCARD,percentage
+1,423483,2022-11-19 11:59:50.040000,0.0,SHIPPING2022,shipping
+1,365403,2022-11-20 10:22:23.877000,2.0,GIFTCARD,percentage
diff --git a/integration_tests/seeds/shopify_order_note_attribute_data.csv b/integration_tests/seeds/shopify_order_note_attribute_data.csv
@@ -0,0 +1,6 @@
+name,order_id,_fivetran_synced,value
+last_name,34171115,2022-11-19 07:30:28.480000,"""1418143823.1643992155"""
+first_name,34171115,2022-11-19 07:30:28.480000,"""fb.1.1643992155109.1110590605"""
+updated_at,34171115,2022-11-19 07:30:28.480000,"""1643992163253"""
+clientID,34171115,2022-11-19 07:30:28.480000,"""a03d3118-4048-4159-b5bb-1b90d8abb69b"""
+name,34171115,2022-11-19 07:30:28.480000,"""22707603636395"""
diff --git a/integration_tests/seeds/shopify_order_shipping_line_data.csv b/integration_tests/seeds/shopify_order_shipping_line_data.csv
@@ -0,0 +1,4 @@
+id,order_id,_fivetran_synced,carrier_identifier,code,delivery_category,discounted_price,phone,price,requested_fulfillment_service_id,source,title,discounted_price_set,price_set
+54475,55,2022-11-19 14:09:18.923000,,Standard,,0.0,,0.0,,shopify,Standard,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}","{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
+651,425579,2022-11-19 11:28:21.391000,,Standard,,0.0,,0.0,,shopify,Standard,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}","{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
+188139,4599,2022-11-19 16:03:15.430000,,Standard,,0.0,,0.0,,shopify,Standard,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}","{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
diff --git a/integration_tests/seeds/shopify_order_shipping_tax_line_data.csv b/integration_tests/seeds/shopify_order_shipping_tax_line_data.csv
@@ -0,0 +1,4 @@
+index,order_shipping_line_id,_fivetran_synced,price,rate,title,price_set
+4,321291,2022-11-19 15:05:15.847000,0.0,0.0,GEIWIHG,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
+3,5995,2022-11-19 11:24:24.596000,0.0,0.007,BANANAN,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
+3,309131,2022-11-19 16:52:35.685000,0.0,0.01,TOMATO,"{""shop_money"":{""amount"":""0.00"",""currency_code"":""USD""},""presentment_money"":{""amount"":""0.00"",""currency_code"":""USD""}}"
diff --git a/integration_tests/seeds/shopify_order_tag_data.csv b/integration_tests/seeds/shopify_order_tag_data.csv
@@ -0,0 +1,4 @@
+index,order_id,_fivetran_synced,value
+1,6411,2022-12-07 06:49:30.307000,#33333
+1,47195,2022-12-07 06:49:26.771000,#22222
+1,46553,2022-12-07 06:49:38.197000,#771222
diff --git a/integration_tests/seeds/shopify_order_url_tag_data.csv b/integration_tests/seeds/shopify_order_url_tag_data.csv
@@ -0,0 +1,4 @@
+key,order_id,_fivetran_synced,value
+image,40347,2022-11-19 10:29:18.624000,Image
+utm_medium,4290347,2022-11-19 10:29:18.624000,email
+prop_channel,47,2022-11-19 10:29:18.624000,flows