Shopify Connector for Azure Data Factory (SSIS)

Shopify Connector can be used to integrate Shopify REST API in your App / BI Tools. You can read/write data about Customers, Orders, OrderItems, Products and more.
You can use this connector to integrate Shopify data inside SSIS and SQL Server. Let's take a look at the steps below to see how exactly to accomplish that.

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Create SSIS package

First of all, create an SSIS package, which will connect to Shopify in SSIS. Once you do that, you are one step closer to deploying and running it in Azure-SSIS integration runtime in Azure Data Factory (ADF). Then simply proceed to the next step - creating and configuring Azure Blob Storage Container.

Prepare custom setup files for Azure-SSIS runtime

Now it's time to start preparing custom setup files for Azure-SSIS runtime. During Azure-SSIS runtime creation you can instruct ADF to perform a custom setup on a VM (Azure-SSIS node); i.e. to run the custom installer, copy files, execute PowerShell scripts, etc. In that case, your custom setup files are downloaded and run in the Azure-SSIS node (a VM) when you start the runtime. In this section we will prepare custom setup files so that you can run SSIS packages with SSIS PowerPack connectors inside in Azure-SSIS runtime.

Read more on Azure-SSIS runtime custom setup in Microsoft Azure Data Factory reference.

Trial Users

Use the step below if you are a Trial User, when you did not purchase a license key. Proceed with these steps:

  1. Download SSIS PowerPack trial installer.
    Make sure you don't rename the installer and keep it named as SSISPowerPackSetup_64bit_Trial.msi.
  2. Create a text file and name it main.cmd (make it all lowercase, very important).
  3. Copy and paste this script into it and save it:
    set DIR=%CUSTOM_SETUP_SCRIPT_LOG_DIR%
    
    echo Calling Step 1 : %TIME% >> "%DIR%\steps_log.txt"
    dir /s /b > "%DIR%\file_list.txt"
    
    echo Calling Step 2 : %TIME% >> "%DIR%\steps_log.txt"
    
    ::Install SSIS PowerPack
    msiexec /i  "SSISPowerPackSetup_64bit_Trial.msi" ADDLOCAL=ALL /q  /L*V "%DIR%\powerpack_trial_install_log.txt"
    
    echo Calling Step 3 : %TIME% >> "%DIR%\steps_log.txt"
    dir "C:\Program Files\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
    dir "C:\Program Files (x86)\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
    
    echo DONE : %TIME% >> "%DIR%\steps_log.txt"
    
    echo complete
    This is the entry-point script that is executed when Azure-SSIS runtime is started.
  4. At last! You are ready to upload these two files — main.cmd & SSISPowerPackSetup_64bit_Trial.msi — into your Azure Blob Storage container's folder, which we will do in the Upload custom setup files to Azure Blob Storage container step.

Paid Customers

Use the steps below if you are a Paid Customer, when you purchased a license. Proceed with these steps:

  1. Download SSIS PowerPack paid installer.
    Make sure you don't rename the installer and keep it named as SSISPowerPackSetup_64bit.msi.
  2. Have your SSIS PowerPack license key handy, we will need it in the below script.
  3. Create a text file and name it main.cmd (make it all lowercase, very important).
  4. Copy and paste the below script into it.
  5. Paste your license key by replacing parameter's --register argument with your real license key.
  6. Finally, save main.cmd:
    set DIR=%CUSTOM_SETUP_SCRIPT_LOG_DIR%
    
    echo Calling Step 1 : %TIME% >> "%DIR%\steps_log.txt"
    dir /s /b > "%DIR%\file_list.txt"
    
    echo Calling Step 2 : %TIME% >> "%DIR%\steps_log.txt"
    
    ::Install SSIS PowerPack
    msiexec /i  "SSISPowerPackSetup_64bit.msi" ADDLOCAL=ALL /q  /L*V "%DIR%\powerpack_install_log.txt"
    
    echo Calling Step 3 : %TIME% >> "%DIR%\steps_log.txt"
    
    ::Activate PowerPack license (Optional)
    "C:\Program Files (x86)\ZappySys\SSIS PowerPack (64 bit)\LicenseManager.exe" -p SSISPowerPack --register "lgGAAO0-----REPLACE-WITH-YOUR-LICENSE-KEY-----czM=" --logfile "%DIR%\powerpack_register_log.txt"
    
    ::Show System Info
    echo Calling Step 4 : %TIME% >> "%DIR%\steps_log.txt"
    "C:\Program Files (x86)\ZappySys\SSIS PowerPack (64 bit)\LicenseManager.exe" -i -l "%DIR%\sysinfo_log.txt"
    
    echo Calling Step 5 : %TIME% >> "%DIR%\steps_log.txt"
    dir "C:\Program Files\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
    dir "C:\Program Files (x86)\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
    
    echo DONE : %TIME% >> "%DIR%\steps_log.txt"
    
    echo complete
    This is the entry-point script that is executed when Azure-SSIS runtime is started.
  7. At last! You are ready to upload these two files — main.cmd & SSISPowerPackSetup_64bit.msi — into your Azure Blob Storage container's folder, which we will do in the Upload custom setup files to Azure Blob Storage container step.

Upload custom setup files to Azure Blob Storage container

Within Azure Blob Storage container we will store custom setup files we prepared in the previous step so that Azure-SSIS can use them in custom setup process. Just perform these very simple, but very important steps:

  1. Create Azure Blob Storage container, if you haven't done it already
    Make sure you create and use Azure Blob Storage container instead of Azure Data Lake Storage folder. Azure Data Lake Storage won't allow creating an SAS URI for the container, which is a crucial step in the process.
  2. Find Blob Containers node, right-click on it and hit Create Blob Container option: Create a new blob container in Azure Storage Explorer
  3. Upload the two custom setup files — main.cmd & the MSI installer — into your Azure Blob Storage container's folder: Upload SSIS Custom Setup Files to Azure Data Factory
  4. It was easy, wasn't it? It's time we create an SAS URI in the next step.

Create SAS URI for Azure Blob Container

Once you have custom setup files prepared, it's time we generate an SAS URI. This SAS URI will be used by a new Azure-SSIS runtime to install SSIS PowerPack inside the runtime's node, a VM. Let's proceed together by performing the steps below:

  1. Install and launch Azure Storage Explorer.
  2. Right-click on the Storage Accounts node and then hit Connect to Azure storage... menu item: Add Azure Storage account to Azure Storage Explorer
  3. Proceed by right-clicking on that container node and select Get Shared Access Signature... option.
  4. Next, set the Expiry time field to a date far in the future.
    If you restart Azure-SSIS runtime and your SAS URI is expired by that time, it will not start.
  5. Select Read, Create, Write, and List permissions: Generate SAS URI in Azure Storage Explorer for Azure Data Factory Custom Setup
    We also recommend to add Delete permission too to support future functionality.
  6. Copy SAS URL to the clipboard and save it for the next step: Get container SAS URI for Azure Data Factory SSIS Custom Setup You can also generate and copy SAS URL from within Azure Portal itself: Generate SAS URI in Azure Data Factory Custom Setup via online portal

Create Azure-SSIS integration runtime

Once you have the SAS URL we obtained in the previous step, we are ready to move on to create an Azure-SSIS runtime in Azure Data Factory:

  1. Firstly, perform the steps described in Create an Azure-SSIS integration runtime article in Azure Data Factory reference.
  2. In Advanced settings page section, configure Custom setup container SAS URI you obtained in the previous step: Configure SAS URI in Azure Data Factory custom setup
  3. And you are done! That was quick! You can see your Azure-SSIS runtime up and running: Verify Azure-SSIS runtime status in Azure Data Factory portal

The custom setup script is executed only once — at the time an Azure-SSIS runtime is started.

It is also executed if you stop and start Azure-SSIS runtime again.

Deploy SSIS package in Visual Studio

We are ready to deploy the SSIS package to Azure-SSIS runtime. Once you do that, proceed to the next step for the grand finale! Deploy SSIS package to Azure Data Factory from Visual Studio

Execute SSIS package in SQL Server Management Studio (SSMS)

After all hard work, we are ready to execute SSIS package in SQL Server Management Studio (SSMS):

  1. Connect to the SQL Server which is linked to your Azure-SSIS runtime and contains SSISDB database.
  2. Navigate to Integration Services Catalog » Your Folder » Your Project » Your Package, right-click on it, and hit Execute...: Execute SSIS package using SQL Server Management Studio (SSMS)
  3. To view the status of the past execution, navigate to Integration Services Catalog » Your Folder » Your Project » Your Package, right-click on it, and select Reports » Standard Reports » All Executions menu item: Monitor SSIS package execution using SSMS UI

Scenarios

Moving SSIS PowerPack license to another Azure-SSIS runtime

If you are a Paid Customer, there will be a time when you no longer use Azure-SSIS runtime or you need to use your license on a different ADF instance. To transfer a license from one Azure-SSIS runtime to another, perform these steps:

  1. Copy & paste this script into main.cmd we used in the previous step:
    set DIR=%CUSTOM_SETUP_SCRIPT_LOG_DIR%
    
    echo Calling Step 1 : %TIME% >> "%DIR%\steps_log.txt"
    dir /s /b > "%DIR%\file_list.txt"
     
    echo Calling Step 2 : %TIME% >> "%DIR%\steps_log.txt"
    
    ::Install SSIS PowerPack
    msiexec /i  "SSISPowerPackSetup_64bit.msi" ADDLOCAL=ALL /q  /L*V "%DIR%\powerpack_install_log.txt"
     
    echo Calling Step 3 : %TIME% >> "%DIR%\steps_log.txt"
     
    ::De-Activate same license
    "C:\Program Files (x86)\ZappySys\SSIS PowerPack (64 bit)\LicenseManager.exe" -p SSISPowerPack --unregister --logfile "%DIR%\powerpack_un_register_log.txt"
     
    ::Show System Info
    echo Calling Step 4 : %TIME% >> "%DIR%\steps_log.txt"
    "C:\Program Files (x86)\ZappySys\SSIS PowerPack (64 bit)\LicenseManager.exe" -i -l "%DIR%\sysinfo_log.txt"
     
    echo Calling Step 5 : %TIME% >> "%DIR%\steps_log.txt"
    dir "C:\Program Files\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
    dir "C:\Program Files (x86)\Microsoft SQL Server\*Zappy*.*"  /s /b >> "%DIR%\installed_files.txt"
     
    echo DONE : %TIME% >> "%DIR%\steps_log.txt"
     
    echo complete
  2. Start Azure-SSIS runtime.
    This will unregister your license on the original Azure-SSIS runtime.
  3. Stop Azure-SSIS runtime to deallocate resources in Azure.
  4. Now you are free to activate it on another Azure-SSIS runtime.

Advanced topics

Actions supported by Shopify Connector

Shopify Connector support following actions for REST API integration. If some actions are not listed below then you can easily edit Connector file and enhance out of the box functionality.
 Get Customers
Gets a list of customers.    [Read more...]
Parameter Description
Customer Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Get Customer
Gets a specific customer.    [Read more...]
 Create a Customer
Creates a new customer.    [Read more...]
 Update a Customer
Updates an existing customer.    [Read more...]
 Delete a Customer
Deletes a specific customer.    [Read more...]
 Get Orders
Gets a list of orders by status, date and other search criteria. By default only Open orders returned. Change Status parameter to any to get all orders.    [Read more...]
Parameter Description
Order Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Get Order
Gets a specific order.    [Read more...]
 Create an Order
Creates a new order.    [Read more...]
 Update an Order
Updates an existing order.    [Read more...]
 Delete an Order
Deletes a specific order.    [Read more...]
 Get Order Items
Gets a list of line items for all orders or the specified order(s).    [Read more...]
Parameter Description
Order Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Get Products
Gets a list of products.    [Read more...]
Parameter Description
Product Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Get Product
Gets a specific product.    [Read more...]
 Get Product Variants
Gets a list of products with their variants.    [Read more...]
Parameter Description
Product Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
Since Product Id Restrict results created after the specified product ID.
Only Fields to Show Limit data retrieval to only the selected product-related fields.
Option Value
id id
title title
body_html body_html
vendor vendor
product_type product_type
created_at created_at
handle handle
updated_at updated_at
published_at published_at
template_suffix template_suffix
status status
published_scope published_scope
tags tags
admin_graphql_api_id admin_graphql_api_id
variants variants
options options
images images
image image
Created Before Restrict results to products created before a specified date. (format: 2014-04-25T16:15:47-04:00)
Created After Restrict results to products created after a specified date. (format: 2014-04-25T16:15:47-04:00)
Updated Before Restrict results to products last updated before a specified date. (format: 2014-04-25T16:15:47-04:00)
Updated After Restrict results to products last updated after a specified date. (format: 2014-04-25T16:15:47-04:00)
 Update a Product Variant
Updates an existing product variant.    [Read more...]
 Create a Product Variant
Creates a new product variant.    [Read more...]
Parameter Description
Product Id The ID of the product for which you like to create a new variant.
 Create a Product
Creates a new product.    [Read more...]
 Update a Product
Updates an existing product.    [Read more...]
 Delete a product
Deletes a specific product.    [Read more...]
 Delete a product variant
Deletes a specific product variant.    [Read more...]
 Get Payouts
Retrieves a list of all payouts ordered by payout date, with the most recent being first. Requires following permissions shopify_payments_payouts, shopify_payments for API Token.    [Read more...]
Parameter Description
Date (format: yyyy-MM-ddd) Filter the response to payouts made on the specified date.
Option Value
2023-12-31 2023-12-31
today today
yesterday yesterday
monthstart monthstart
monthend monthend
yearstart yearstart
yearend yearend
weekstart weekstart
weekend weekend
yearstart-1y yearstart-1y
yearend-1y yearend-1y
monthstart-1d monthstart-1d
monthend+1d monthend+1d
Date maximum (format: yyyy-MM-ddd) Filter the response to payouts made inclusively before the specified date.
Option Value
2023-12-31 2023-12-31
today today
yesterday yesterday
monthstart monthstart
monthend monthend
yearstart yearstart
yearend yearend
weekstart weekstart
weekend weekend
yearstart-1y yearstart-1y
yearend-1y yearend-1y
monthstart-1d monthstart-1d
monthend+1d monthend+1d
Date minimum(format: yyyy-MM-ddd) Filter the response to payouts made inclusively after the specified date.
Option Value
2023-12-31 2023-12-31
today today
yesterday yesterday
monthstart monthstart
monthend monthend
yearstart yearstart
yearend yearend
weekstart weekstart
weekend weekend
yearstart-1y yearstart-1y
yearend-1y yearend-1y
monthstart-1d monthstart-1d
monthend+1d monthend+1d
Payouts before this Id Filter the response to payouts made before the specified ID.
Payouts after this Id Filter the response to payouts made after the specified ID.
Status Filter the response to payouts made with the specified status.
Option Value
scheduled scheduled
in_transit in_transit
paid paid
failed failed
canceled canceled
 Get Locations
Gets a list of locations.    [Read more...]
 Get Location
Gets a specific location.    [Read more...]
Parameter Description
Location Id The ID of the location for which data should be read.
 Create a Location
Creates a new location.    [Read more...]
 Update a Location
Updates an existing location.    [Read more...]
 Delete a Location
Deletes a specific location.    [Read more...]
 Get Inventory Items
Gets a list of inventory items. Each Product Variant has Inventory Item Id .. Its one to one relationship with Product Variant and Inventory Item. Query get_product_variants to get InventoryItemId and use as Id in this endpoint.    [Read more...]
Parameter Description
Inventory Item Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Get Inventory Levels
Gets inventory level for a specific location and inventory item.    [Read more...]
Parameter Description
inventory_item_ids Inventory Item Id(s) - Comma separated
location_ids Location Id(s) - Comma separated
Updated at or after Show inventory levels updated at or after date (format: 2019-03-19T01:21:44-04:00).
 Update Inventory Levels
   [Read more...]
Parameter Description
Action
Option Value
Adjusts the inventory level adjust
Connects an inventory item to a location connect
Sets the inventory level for an inventory item at a location set
 Insert Inventory Levels
   [Read more...]
Parameter Description
 Get Inventory Item
Gets a specific inventory item.    [Read more...]
Parameter Description
Inventory Item Id(s) - Comma separated Restrict results to records specified by a comma-separated list of IDs. Max IDs per request controlled by BatchSize property (found in PaginationParams)
 Update Inventory Item
   [Read more...]
Parameter Description
Inventory Item Id
 Generic Request
This is generic endpoint. Use this endpoint when some actions are not implemented by connector. Just enter partial URL (Required), Body, Method, Header etc. Most parameters are optional except URL.    [Read more...]
Parameter Description
Url API URL goes here. You can enter full URL or Partial URL relative to Base URL. If it is full URL then domain name must be part of ServiceURL or part of TrustedDomains
Body Request Body content goes here
IsMultiPart Set this option if you want to upload file(s) (i.e. POST RAW file data) or send data using Multi-Part encoding method (i.e. Content-Type: multipart/form-data). Multi-Part request allows you to mix key/value and upload files in same request. On the other hand raw upload allows only single file upload (without any key/value) ==== Raw Upload (Content-Type: application/octet-stream) ===== To upload single file in raw mode check this option and specify full file path starting with @ sign in the Body (e.g. @c:\data\myfile.zip ) ==== Form-Data / Multipart Upload (Content-Type: multipart/form-data) ===== To treat your Request data as multi part fields you must specify key/value pairs separated by new lines into RequestData field (i.e. Body). Each key value pair is entered on new-line and key/value are separated using equal sign (=). Preceding and trailing spaces are ignored also blank lines are ignored. If field value has some any special character(s) then use escape sequence (e.g. For NewLine: \r\n, For Tab: \t, For at (@): \@). When value of any field starts with at sign (@) its automatically treated as File you want to upload. By default file content type is determined based on extension however you can supply content type manually for any field using this way [ YourFileFieldName.Content-Type=some-content-type ]. By default File Upload Field always includes Content-Type in the request (non file fields do not have content-type by default unless you supply manually). For some reason if you dont want to use Content-Type header in your request then supply blank Content-Type to exclude this header altogather [e.g. SomeFieldName.Content-Type= ]. In below example we have supplied Content-Type for file2 and SomeField1, all other fields are using default content-type. See below Example of uploading multiple files along with additional fields. If some API requires you to pass Content-Type: multipart/form-data rather than multipart/form-data then manually set Request Header => Content-Type: multipart/mixed (it must starts with multipart/ else will be ignored). file1=@c:\data\Myfile1.txt file2=@c:\data\Myfile2.json file2.Content-Type=application/json SomeField1=aaaaaaa SomeField1.Content-Type=text/plain SomeField2=12345 SomeFieldWithNewLineAndTab=This is line1\r\nThis is line2\r\nThis is \ttab \ttab \ttab SomeFieldStartingWithAtSign=\@MyTwitterHandle
Filter Enter filter to extract array from response. Example: $.rows[*] --OR-- $.customers[*].orders[*]. Check your response document and find out hierarchy you like to extract
Headers Headers for Request. To enter multiple headers use double pipe or new line after each {header-name}:{value} pair

Conclusion

In this article we discussed how to connect to Shopify in Azure Data Factory (SSIS) and integrate data without any coding. Click here to Download Shopify Connector for Azure Data Factory (SSIS) and try yourself see how easy it is. If you still have any question(s) then ask here or simply click on live chat icon below and ask our expert (see bottom-right corner of this page).

Download Shopify Connector for Azure Data Factory (SSIS) Documentation 

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