How to integrate Shopify using Microsoft Fabric

Learn how to quickly and efficiently connect Shopify with Microsoft Fabric for smooth data access.

Read and write Shopify data effortlessly. Integrate, manage, and automate customers, orders, products, and inventory — almost no coding required. You can do it all using the high-performance Shopify ODBC Driver (powered by Shopify Connector for ZappySys API Driver). We'll walk you through the entire setup.

Ready to dive in? Download the product to jump right in, or follow the step-by-step guide below to see how it works.

Create data source using Shopify ODBC Driver

Video instructions

Watch this quick walkthrough to see how to configure your Shopify ODBC data source, or scroll down for the step-by-step written guide.

Step-by-step instructions

To get data from Shopify using Microsoft Fabric, we first need to create an ODBC data source. We will later read this data in Microsoft Fabric. Perform these steps:

1. Download and install ODBC PowerPack (if you haven't already).

2. Search for odbc and open the ODBC Data Sources (64-bit):

   

3. Create a User data source (User DSN) based on the ZappySys API Driver driver:

   ZappySys API Driver

   
   • Create and use a User DSN if the client application runs under a User Account. This is the ideal option at design time (e.g., when developing in Visual Studio). Use it for both types of applications (64-bit and 32-bit).
   • Create and use a System DSN if the client application runs under a System Account (e.g., as a Windows Service). This is usually the required option in a production environment. If your Windows Service is a 32-bit application, you must use the 32-bit ODBC Data Source Administrator to configure this

4. When the Configuration window appears give your data source a name if you haven't done that already, then select "Shopify" from the list of Popular Connectors. If "Shopify" is not present in the list, then click "Search Online" and download it. Then set the path to the location where you downloaded it. Finally, click Continue >> to proceed with configuring the DSN:

   ShopifyDSN

   Shopify

   

5. Select your authentication scenario below to expand connection configuration steps to:

   • Configure the authentication in Shopify.
   • Enter those details into the ZappySys API Driver data source configuration.

   Admin Access Token (Custom App)

   Shopify authentication

   Method: Admin API Access Token (Recommended for Single-Store Connections)

   This method uses a permanent Admin API Access Token generated from a "Custom App" within your Shopify Admin. This is the simplest way to connect if you are only integrating with your own store.

   Quick Setup Summary:

   • Log in to your Shopify Admin and click Settings (the gear icon in the bottom left).
   • Select Apps from the left-side settings menu.
   • Click the Develop apps button at the top right of the page.
   • Open your app (or create a new one) and configure the necessary Admin API access scopes.
   • Click Install app. Once installed, navigate to the API credentials tab.

   Important: Your Admin API access token (shpat_xxx) is only revealed once. Please copy and store it securely immediately after clicking "Reveal token once."

   Note: If you are using the Shopify Dev Dashboard (via a Partner Account), you must use the OAuth Authorization Code Grant method, as those apps do not issue permanent 'shpat' tokens.

   Video Tutorial: How to Get Admin API Access Token in Shopify?

   Part 1: Create and Configure the Shopify App

   1. Visit https://accounts.shopify.com and log into your Shopify store account.
   2. After logging in, select the store you wish to connect to.
   3. Select Settings (gear icon in the lower-left corner) to launch the Settings screen.
   4. On the left menu panel, select Apps. (Note: Sales channels are now managed in a separate menu item).
   5. On the Apps page, select Develop apps (near the top right of the screen).
      Note: If this is your first time accessing this section, you may need to click "Allow custom app development" to proceed.
   6. On the App development screen, select Create an app.
   7. Give the app a name (e.g., "ZappySys Connector"), select the appropriate developer from the drop-down, and select Create app.
   8. Click Configure Admin API scopes.
   9. In the Admin API access scopes screen, select the checkboxes based on which features you plan to use:
      • For Customers: read_customers, write_customers
      • For Orders: read_orders, write_orders
      • For Products: read_products, write_products
      • For Inventory: read_inventory, write_inventory
      • For Locations: read_locations
      • For Payouts/Analytics: read_all_orders or read_analytics

      Important: If you select fewer scopes than required, some connector features will not work. To ensure full functionality, select both read and write permissions for the resources you need to access.

   10. After selecting your scopes, click Save at the top or bottom of the page.
   11. Install the app by clicking the Install app button (upper-right corner). If prompted, confirm by selecting Install.

   Part 2: Get Admin API Access Token

   12. Once the app is installed, you will be taken to the API credentials tab.
   13. Look for the Admin API access token section. Select Reveal token once to show the token (it starts with shpat_).

   14. IMPORTANT: Copy and save this token immediately in a secure location. You cannot view it again after leaving this page.

       

       Note: You may also see an API Key or Secret Key in this section; these are not required for this specific authentication method. Use only the Admin API access token.

   Part 3: Configure the ZappySys Connector

   15. Open the ZappySys connector configuration screen.
   16. Enter Subdomain: Enter the unique subdomain of your Shopify store into the Subdomain parameter textbox.

       How to find your Subdomain:

       If you use a custom domain (e.g., www.my-store.com), you must still use your internal Shopify subdomain:

       • Method 1 (Admin URL): While logged into Shopify, check your browser address bar.
         • If the URL is admin.shopify.com/store/my-unique-slug, your subdomain is my-unique-slug.
         • If the URL is my-unique-slug.myshopify.com/admin, your subdomain is my-unique-slug.
       • Method 2 (Domains Setting): Go to Settings > Domains. Look for the "Primary domain for the online store" or the fallback domain ending in .myshopify.com. The part before the dots is your subdomain.
   17. Enter Access Token: Paste the shpat_xxx token you saved in Step 14 into the Admin API Access Token textbox.
       Tip: Click the ellipses (...) button inside the textbox to open a larger dialog for easier pasting.
   18. Click Test Connection to verify the settings.
   19. If the test is successful, click OK to save the configuration.

   API Connection Manager configuration

   Just perform these simple steps to finish authentication configuration:

   1. Set Authentication Type to Admin Access Token (Custom App) [Http]
   2. Optional step. Modify API Base URL if needed (in most cases default will work).
   3. Fill in all the required parameters and set optional parameters if needed.
   4. Finally, hit OK button:

   ShopifyDSN

   Shopify

   Admin Access Token (Custom App) [Http]

   https://[$Subdomain$].myshopify.com/admin/api/2025-01

   Required Parameters
   Sub-domain	Fill-in the parameter...
   Admin API Access Token	Fill-in the parameter...
   Optional Parameters
   RetryMode	RetryWhenStatusCodeMatch
   RetryStatusCodeList	429
   RetryCountMax	5
   RetryMultiplyWaitTime	True

   

   Find full details in the Shopify Connector authentication reference.

   OAuth Authorization Code Grant (3-legged) - RECOMMENDED

   Shopify authentication

   Authenticate using OAuth 2.0 Authorization Code Flow (3-legged). Use this for apps built in the Dev Dashboard (https://dev.shopify.com). This is the primary OAuth flow supported for public apps and apps created in the Dev Dashboard.

   Method: OAuth Authorization Code Grant (3-Legged)

   This method is for apps built in the Shopify Dev Dashboard. Use this if you are a Partner or developer building a multi-store integration.

   Note: If you are connecting to your own single store, the Admin Access Token method is significantly simpler. Use this OAuth method only if your integration specifically requires a Client ID and Secret.

   Part 1: Create and Configure App in Dev Dashboard

   1. Log in to the Shopify Dev Dashboard using your Partner account.
   2. Click Apps in the left menu, then click Create app.
   3. Select Start from Dev Dashboard (manual setup) and give your app a name.
   4. Step 1: Configure Scopes and URLs via "Versions"
      • Click the Versions tab at the top of the app screen.
      • Click Create version (or edit the Draft).
      • In the URLs section, enter https://zappysys.com/oauth into Allowed redirection URL(s).
      • Select your Admin API scopes based on which features you plan to use:
        • For Customers: read_customers, write_customers
        • For Orders: read_orders, write_orders
        • For Products: read_products, write_products
        • For Inventory: read_inventory, write_inventory
        • For Locations: read_locations
        • For Payouts/Analytics: read_all_orders or read_analytics

        Important: If you select fewer scopes than required, some connector features will not work. To ensure full functionality, select both read and write permissions for the resources you need to access.

      • Click Release (top right). Note: Settings only become active once a version is Released.
   5. Step 2: Set Distribution Method
      • Click Distribution in the left-side menu.
      • Select Custom Distribution.
      • Enter your Shopify store URL (e.g., your-store.myshopify.com) and click Generate link.
      • Action Required: Copy the generated install link, open it in your browser, and follow the prompts to install/unlock the app for your store. You must complete this step before testing the connection in ZappySys.

   Part 2: Get Client Credentials

   6. Click on Settings in the left-side navigation of your app.
   7. In the Client credentials section, copy the Client ID and Client Secret (click the eye icon to reveal).

   Part 3: Configure the ZappySys Connector

   8. Open the ZappySys connector and select OAuth Authorization Code Grant (3-legged).
   9. Subdomain: Enter your store handle (the part before .myshopify.com).
   10. Client ID / Secret: Paste the credentials from Steps 6 and 7.
   11. Redirect URI: Enter https://zappysys.com/oauth.
   12. Click Test Connection. You will be prompted to authorize the app in your browser.

   Note on Tokens: Successful authorization generates an "Offline" Access Token (starting with shpca_). This token does not expire and does not require a refresh token.

   Troubleshooting: If you see "App no longer available," ensure you have completed the Distribution step and followed the Install Link in Step 5 to unlock the app for your store.

   API Connection Manager configuration

   Just perform these simple steps to finish authentication configuration:

   1. Set Authentication Type to OAuth Authorization Code Grant (3-legged) - RECOMMENDED [OAuth]
   2. Optional step. Modify API Base URL if needed (in most cases default will work).
   3. Fill in all the required parameters and set optional parameters if needed.
   4. Press Generate Token button to generate the tokens.
   5. Finally, hit OK button:

   ShopifyDSN

   Shopify

   OAuth Authorization Code Grant (3-legged) - RECOMMENDED [OAuth]

   https://[$Subdomain$].myshopify.com/admin/api/2025-01

   Required Parameters
   Redirect URI (***Must match App Settings***)	Fill-in the parameter...

   

   Find full details in the Shopify Connector authentication reference.

6. Once the data source connection has been configured, it's time to configure the SQL query. Select the Preview tab and then click Query Builder button to configure the SQL query:

   

   ZappySys API Driver - Shopify

   Read and write Shopify data effortlessly. Integrate, manage, and automate customers, orders, products, and inventory — almost no coding required.

   ShopifyDSN

   

7. Start by selecting the Table or Endpoint you are interested in and then configure the parameters. This will generate a query that we will use in Microsoft Fabric to retrieve data from Shopify. Hit OK button to use this query in the next step.

   SELECT * FROM Products

   
   Some parameters configured in this window will be passed to the Shopify API, e.g. filtering parameters. It means that filtering will be done on the server side (instead of the client side), enabling you to get only the meaningful data much faster.

8. Now hit Preview Data button to preview the data using the generated SQL query. If you are satisfied with the result, use this query in Microsoft Fabric:

   

   ZappySys API Driver - Shopify

   Read and write Shopify data effortlessly. Integrate, manage, and automate customers, orders, products, and inventory — almost no coding required.

   ShopifyDSN

   SELECT * FROM Products

   
   You can also access data quickly from the tables dropdown by selecting <Select table>.
   A WHERE clause, LIMIT keyword will be performed on the client side, meaning that the whole result set will be retrieved from the Shopify API first, and only then the filtering will be applied to the data. If possible, it is recommended to use parameters in Query Builder to filter the data on the server side (in Shopify servers).

9. Click OK to finish creating the data source.

Install Microsoft On-premises data gateway (Standard mode)

To access and read Shopify data in Microsoft Fabric, you must download and install the Microsoft On-premises data gateway (Standard mode). It acts as a secure bridge between Microsoft Fabric cloud services and your local Shopify ODBC data source:

There are two types of On-premises data gateways:

You can download the On-premises data gateway directly from the Microsoft Fabric or Power BI portals:

Link ODBC data source via the gateway

Follow these steps to download, install, and configure the gateway in Standard mode:

1. Download On-premises data gateway (standard mode) and run the installer.

2. Once the configuration window opens, sign in:

   
   Sign in with the same email address you use for Microsoft Fabric.

3. Select Register a new gateway on this computer (or migrate an existing one):

   

4. Name your gateway, enter a Recovery key, and click the Configure button:

   
   Save your Recovery Key in a safe place (like a password manager). If you lose it, you cannot restore or migrate this gateway later.

5. Once Microsoft gateway is installed, check if it registered correctly:

   • Go back to Microsoft Fabric portal

   • Click Gear icon on top-right

   • And then hit Manage connections and gateways menu item

   

6. Continue by clicking the On-premises data gateway tab and selecting Standard mode gateways from the dropdown menu:

   

   If your gateway is not listed, the registration may have failed. To resolve this:

   • Wait a couple of minutes and refresh Microsoft Fabric portal page
   • Restart the machine where On-premises data gateway is installed
   • Check firewall settings

7. Success! The gateway is now Online and ready to handle requests.

8. Done!

You are now ready to load data into Microsoft Fabric.

Load Shopify data into Microsoft Fabric

Now that we have configured the ODBC data source and installed the On-premises data gateway, we can proceed with loading data. You can accomplish this in two ways:

• Copy job
  Best for simple, high-speed data copying without modification.
• Dataflow Gen2
  Best if you need to transform, clean, or reshape data before loading.

Let's dive into the steps for both methods.

Use Copy job for high-speed loading

1. Go to the Microsoft Fabric Portal.

2. Select an existing Workspace or create a new one by clicking New workspace (ensure you are in the Home section):

   

3. Inside your workspace, click the New item button in the toolbar to start creating your data pipeline:

   

4. In the item selection window, choose Copy job to open the data ingestion wizard:

   

5. In the Choose data source screen, search for odbc and select the Odbc source:

   

6. Then enter your ODBC connection string (DSN=ShopifyDSN) and select MyGateway from the Data gateway dropdown we configured in the previous step:

   DSN=ShopifyDSN

   DSN=ShopifyDSN

   

7. Select the table(s) and preview the data you wish to copy from Shopify. Once done, click Next:

   DSN=ShopifyDSN

   

8. Choose your Data Destination. You can create a New Fabric item (like a Lakehouse or Warehouse) or select an existing one:

   
   In this example, we will use a Lakehouse as the destination.

9. Choose Full copy to load all data, or Incremental copy to load only changed data in subsequent runs:

   

10. Review the Column and Table mappings section:

    

11. On the summary screen, review your settings. You can optionally enable Run on schedule. Click Save + Run to execute the job:

    DSN=ShopifyDSN

    DSN=ShopifyDSN

    

12. The job will enter the queue. Monitor the Status column to see the progress:

    DSN=ShopifyDSN

    

13. Wait for the status to change to Succeeded. Your Shopify data is now successfully integrated into Microsoft Fabric!

    

14. Let's go to our Lakehouse (MyLakehouse) and verify the data:

    

15. Success! The data has been loaded.

Use Dataflow for advanced transformation

Another way to load data is by creating a Dataflow Gen2. This approach allows you to perform complex data transformations (ETL) before loading the data into its destination.

Configure Dataflow activity

1. Go to the Microsoft Fabric Portal.

2. Inside your workspace, click New item and select Dataflow Gen2:

   

3. In the Power Query editor, click Get data from another source:

   

4. Search for ODBC in the search bar and select the ODBC connector:

   

5. Then in the next step follow these instructions:

   • Enter your ODBC connection string (e.g., DSN=ShopifyDSN)
   • Expand Advanced options
   • Enter your SQL statement
   • Select your On-premises data gateway
   • Finally, click Next:
   DSN=ShopifyDSN

   DSN=ShopifyDSN

   SELECT * FROM Products

   

6. You will see a preview of your Shopify data. You can now transform the data if needed (filter rows, rename columns, change types, etc.):

   Odbc.Query("DSN=ShopifyDSN", "SELECT * FROM Products")

   

7. Now, let's send this data to the Lakehouse. Click the + button (Add data destination) at the bottom right and select Lakehouse:

   Odbc.Query("DSN=ShopifyDSN", "SELECT * FROM Products")

   

8. Configure the destination connection settings and click Next:

   

9. Select your specific Lakehouse, enter the Table name you want to create, and click Next:

   

10. Uncheck Use automatic settings to set data update or schema options manually. Map the columns with proper data types and click Save settings when done:

    

11. The destination is now set. Click the Publish button to save the Dataflow:

    Odbc.Query("DSN=ShopifyDSN", "SELECT * FROM Products")

    

12. Done! You can now start building reports using your new semantic model.

Configure and run Pipeline

Once you have created and published your Dataflow, you can use a Pipeline to orchestrate and run it.

1. Go to the Microsoft Fabric Portal.

2. Inside your workspace, click New item and select Data Pipeline to create a new pipeline.

   

3. In the pipeline editor, select the Dataflow activity from the toolbar to add it to your canvas:

   

4. Select the Dataflow activity on the canvas and click the Settings tab. Choose your Workspace and the Dataflow you created in the previous steps:

   

5. You are now ready to link the Dataflow with other Pipeline activities.

6. Once the Pipeline flow is configured, click the Run button at the top, then click Save and run to execute the pipeline:

   

7. Monitor the Output tab below. The Pipeline status will initially show as In progress:

   

8. Wait for the process to complete. The status will update to Succeeded, indicating your data has been successfully loaded via the Dataflow:

   

9. Done! You can now start building reports on your new semantic model.

Optional: Centralized data access via ZappySys Data Gateway

In some situations, you may need to provide Shopify data access to multiple users or services. Configuring the data source on a Data Gateway creates a single, centralized connection point for this purpose.

This configuration provides two primary advantages:

• Centralized data access
  The data source is configured once on the gateway, eliminating the need to set it up individually on each user's machine or application. This significantly simplifies the management process.
• Centralized access control
  Since all connections route through the gateway, access can be governed or revoked from a single location for all users.

To achieve this, you must first create a data source in the Data Gateway (server-side) and then create an ODBC data source in Microsoft Fabric (client-side) to connect to it.

Let's not wait and get going!

Create Shopify data source in the gateway

In this section we will create a data source for Shopify in the Data Gateway. Let's follow these steps to accomplish that:

1. Search for gateway in the Windows Start Menu and open ZappySys Data Gateway Configuration:

   

2. Go to the Users tab and follow these steps to add a Data Gateway user:

   • Click the Add button
   • In the Login field enter a username, e.g., john
   • Then enter a Password
   • Check the Is Administrator checkbox
   • Click OK to save
   

3. Now we are ready to add a data source:

   • Click the Add button
   • Give the Data source a name (have it handy for later)
   • Then select Native - ZappySys API Driver
   • Finally, click OK
   ShopifyDSN

   ZappySys API Driver

   

4. When the ZappySys API Driver configuration window opens, go back to ODBC Data Source Administrator where you already have the Shopify ODBC data source created and configured, and follow these steps on how to Import data source configuration into the Gateway:

   • Open ODBC data source configuration and click Copy settings:
     

     ZappySys API Driver - Configuration [Version: 2.0.1.10418]

     ZappySys API Driver - Shopify

     Read and write Shopify data effortlessly. Integrate, manage, and automate customers, orders, products, and inventory — almost no coding required.

     ShopifyDSN

     
   • The window opens, telling us the connection string was successfully copied to the clipboard:

   • Then go to Data Gateway configuration and in data source configuration window click Load settings:

     ShopifyDSN

     

     ZappySys API Driver - Configuration [Version: 2.0.1.10418]

     ZappySys API Driver - Shopify

     Read and write Shopify data effortlessly. Integrate, manage, and automate customers, orders, products, and inventory — almost no coding required.

     ShopifyDSN

     
   • Once a window opens, just paste the settings by pressing CTRL+V or by clicking right mouse button and then Paste option.

5. Once done, go to the Network Settings tab and Add a firewall rule for inbound traffic:

   
   • This will initially allow all inbound traffic.
   • Click Edit IP filters to restrict access to specific IP addresses or ranges.

6. Crucial Step: After creating or modifying the data source, you must:

   • Click the Save button to persist your changes.
   • Hit Yes when prompted to restart the Data Gateway service.

   This ensures all changes are properly applied:

   
   Skipping this step may cause the new settings to fail, preventing you from connecting to the data source.

Create ODBC data source to connect to the gateway

In this part we will create an ODBC data source to connect to the ZappySys Data Gateway from Microsoft Fabric. To achieve that, let's perform these steps:

1. Search for odbc and open the ODBC Data Sources (64-bit):

   

2. Create a User data source (User DSN) based on the ODBC Driver 17 for SQL Server driver:

   ODBC Driver 17 for SQL Server

   
   If you don't see the ODBC Driver 17 for SQL Server driver in the list, choose a similar version.

3. Then set a Name for the data source (e.g. Gateway) and the address of the Data Gateway:

   ZappySysGatewayDSN

   localhost,5000

   
   Make sure you separate the hostname and port with a comma, e.g. localhost,5000.

4. Proceed with the authentication part:

   • Select SQL Server authentication
   • In the Login ID field enter the user name you created in the Data Gateway, e.g., john
   • Set Password to the one you configured in the Data Gateway
   

5. Then set the default database property to ShopifyDSN (the one we used in the Data Gateway):

   ShopifyDSN

   ShopifyDSN

   
   Make sure to type the data source name manually or copy/paste it directly into the field. Using the dropdown might fail because the Trust server certificate option is not enabled yet (next step).

6. Continue by checking the Trust server certificate option:

   

7. Once you do that, test the connection:

   

8. If the connection is successful, everything is good:

   

9. Done!

We are ready to move to the final step. Let's do it!

Access data in Microsoft Fabric via the gateway

Finally, we are ready to read data from Shopify in Microsoft Fabric via the Data Gateway. Follow these final steps:

1. Go back to Microsoft Fabric.

2. Then, go to your Copy job or Dataflow and start configuring your ODBC data source (like you did in the previous step).

3. In the ODBC configuration window, configure these fields:

   • Enter your ODBC connection string (DSN format), for example: DSN=ZappySysGatewayDSN
   • Expand Advanced options and set the SQL statement
   • Select MyGateway from the Data gateway dropdown that you configured in the previous step
   • Select Basic from the Authentication kind dropdown
   • Enter the Username (e.g., john) and Password that you configured in ZappySys Data Gateway
   DSN=ZappySysGatewayDSN

   SELECT * FROM Products

   DSN=ZappySysGatewayDSN

   

4. Read the data the same way we discussed at the beginning of this article.

5. That's it!

Now you can connect to Shopify data in Microsoft Fabric via the Data Gateway.

Supported Shopify Connector actions

Got a specific use case in mind? We've mapped out exactly how to perform a variety of essential Shopify operations directly in Microsoft Fabric, so you don't have to figure out the setup from scratch. Check out the step-by-step guides below:

• Create a Customer
• Create a Location
• Create a Product
• Create a Product Variant
• Create an Order
• Delete a Customer
• Delete a Location
• Delete a product
• Delete a product variant
• Delete an Order
• Get Customer
• Get Customers
• Get Inventory Item
• Get Inventory Items
• Get Inventory Levels
• Get Location
• Get Locations
• Get Order
• Get Order Items
• Get Orders
• Get Orders Count
• Get Payouts
• Get Product
• Get Product Variants
• Get Products
• Get Products Count
• Insert Inventory Levels
• Update a Customer
• Update a Location
• Update a Product
• Update a Product Variant
• Update an Order
• Update Inventory Item
• Update Inventory Levels
• Make Generic REST API Request
• Make Generic REST API Request (Bulk Write)

Conclusion

In this article we showed you how to connect to Shopify in Microsoft Fabric and integrate data without writing complex code — all of this was powered by Shopify ODBC Driver.

Download ODBC PowerPack now or ping us via chat if you have any questions or are looking for a specific feature (you can also reach out to us by submitting a ticket):

Explore Microsoft Fabric connectors

Amazon Ads

Amazon Athena

Amazon Selling Partner (SP-API)

Apache Derby

Apache Hive

Apache Spark

Asana

Azure DevOps

Cosmos DB

Dropbox

DuckDB (Parquet)

ElasticSearch

FastSpring

Gmail

Google Ads

Google BigQuery

Google Calendar

Google Drive

Google Search Console

Google Sheets

Hubspot

Infor Data Lake

Jira

Mailchimp

ManageEngine ServiceDesk Plus (Zoho)

MariaDB

MySQL

Neo4j

OData

OneDrive

Outlook Mail (Office 365)

Power BI

ServiceNow

SharePoint Online

Smartsheet

Starburst

Stripe

Trino

YouTube

Zendesk

Zoho CRM

Zoho SalesIQ

Zoom

REST API

JSON

JSON File

XML

SOAP

XML File

JDBC-ODBC Bridge

Salesforce

CSV

Amazon S3 JSON File

Amazon S3 XML File

Amazon S3 CSV File

Azure Blob JSON File

Azure Blob XML File

Azure Blob CSV File

FTP/SFTP JSON File

FTP/SFTP XML File

FTP/SFTP CSV File

Build your own Custom API Connector

More Shopify integrations

SSIS

SQL Server

Power BI

SSRS

Informatica PowerCenter

MS Access

Excel

SSAS

C#

Python

Java

Tableau

SAP Crystal Reports

Azure Data Factory (Pipeline)

Azure Data Factory (SSIS)

Talend Studio

UiPath

PowerShell

Alteryx

ODBC